<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    jpee
   </journal-id>
   <journal-title-group>
    <journal-title>
     Journal of Power and Energy Engineering
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2327-588X
   </issn>
   <issn publication-format="print">
    2327-5901
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/jpee.2024.129003
   </article-id>
   <article-id pub-id-type="publisher-id">
    jpee-135970
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Engineering
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Designing a Protection Scheme in Micro-Grid Systems with DG Using Central Protection Unite and Multiple Setting Group Protection Relays
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Mostafa I.
      </surname>
      <given-names>
       Saleh
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Gaber
      </surname>
      <given-names>
       El-Saady
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Ali M.
      </surname>
      <given-names>
       Yousef
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       El-Noby A.
      </surname>
      <given-names>
       Ibrahim
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aAlfanar Company, Mecca, Saudi Arabia
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aDepartment of Electrical Engineering, Faculty of Engineering, Asyut University, Asyut, Egypt
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     10
    </day> 
    <month>
     09
    </month>
    <year>
     2024
    </year>
   </pub-date> 
   <volume>
    12
   </volume> 
   <issue>
    09
   </issue>
   <fpage>
    37
   </fpage>
   <lpage>
    49
   </lpage>
   <history>
    <date date-type="received">
     <day>
      18,
     </day>
     <month>
      July
     </month>
     <year>
      2024
     </year>
    </date>
    <date date-type="published">
     <day>
      11,
     </day>
     <month>
      July
     </month>
     <year>
      2024
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      11,
     </day>
     <month>
      September
     </month>
     <year>
      2024
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    Distributed generators now is widely used in electrical power networks, in some cases it works seasonally, and some types works at special weather conditions like photo voltaic systems and wind energy, and due to this continuous changes in generation condition, the fault current level in network will be affected, this changes in fault current level will affect in the coordination between protection relays and to keep the coordination at right way, an adaptive protection system is required that can adaptive its setting according to generation changes, the fault current level in each case is evaluated using ETAP software, and the required relay setting in each case is also evaluated using Grey Wolf Optimizer (GWO) algorithm, and to select suitable setting which required in each condition, to select the active setting group of protection relay according to generation capacity, central protection unite can be used, and to improve protection stability and minimizing relays tripping time, a proposed method for selecting suitable backup relay is used, which leads to decrease relays tripping time and increase system stability, output settings for relays in all cases achieved our constrains.
   </abstract>
   <kwd-group> 
    <kwd>
     Directional Overcurrent Relay
    </kwd> 
    <kwd>
      Protection Coordination
    </kwd> 
    <kwd>
      Distributed Generators
    </kwd> 
    <kwd>
      Central Protection Unite
    </kwd> 
    <kwd>
      Multiple Setting Group Protection Relay
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Due to the increase of using DG in power networks and the diversity in renewable energy resources, new optimal protection relay settings need to be considered in order to keep power system stability <xref ref-type="bibr" rid="scirp.135970-1">
     [1]
    </xref>.</p>
   <p>Some types of DG can be used according to loading conditions, it can be used at summer only or at rush hours, also some types can work at daylight like PV systems; therefore, protection system should be adaptive to generation condition and should be flexible to system status.</p>
   <p>When a micro-grid is connected to power network, the configuration is changed to a complicated multi-source power system, fault currents and fault levels need to be recalculated and power ratings of protection equipment’s should be rearranged accordingly, the protection of microgrid should be in such a way that a safe and secure protection is provided in both grid-connected and stand-alone operation modes <xref ref-type="bibr" rid="scirp.135970-2">
     [2]
    </xref> <xref ref-type="bibr" rid="scirp.135970-3">
     [3]
    </xref>.</p>
   <p>Modern multifunction digital relays have a number of features, which make them an ideal choice for interconnection protection of dispersed generators. The most important of these features are user-selectable functionality, self-diagnostics, communications capabilities and Oscillo graphic monitoring <xref ref-type="bibr" rid="scirp.135970-4">
     [4]
    </xref>.</p>
   <p>A multiple setting group protection relay has the ability to change setting locally with selector or remotely through communication system, as it has the ability to move between up to eight different setting groups <xref ref-type="bibr" rid="scirp.135970-5">
     [5]
    </xref>.</p>
   <p>Central protection units communicate with every network component such as breaker status and relay setting and each new connection/disconnection is reported to it. Therefore, Central control unites have the ability to extract the current state of the network, list the connected entities and choose a proper relay setting <xref ref-type="bibr" rid="scirp.135970-6">
     [6]
    </xref>.</p>
   <p>The optimum settings of DOCRs need to be determined for all groups. Here, the major task is to obtain values of TMS of DOCRs suitable for proper protection coordination under all the topologies considered in each group. This can be done by considering all the primary-backup relay pairs of all the topologies of a group so that the obtained optimum values of TMS can coordinate properly in these topologies <xref ref-type="bibr" rid="scirp.135970-7">
     [7]
    </xref>.</p>
  </sec><sec id="s2">
   <title>2. Microgrid Central Protection Unite</title>
   <p>Microgrid Central Protection Unit (MCPU) communicates with every single relay and distributed generator in the microgrid. The communication with relays is necessary to update the operating currents of the relays and to detect the direction of fault currents and thus isolate the fault properly. DGs, on the other hand, are monitored to follow their status and include/disregard their fault contribution if they are ON/OFF, respectively <xref ref-type="bibr" rid="scirp.135970-3">
     [3]
    </xref>.</p>
   <p>MCPU is used in some studies to be responsible of calculation of tripping currents, time delays (optional) and updating of relay operating point <xref ref-type="bibr" rid="scirp.135970-8">
     [8]
    </xref> and <xref ref-type="bibr" rid="scirp.135970-2">
     [2]
    </xref>, On the other side, in another study, the programmable scheme logic in modern multifunctional protective relays is used, it’s an extremely powerful tool that allows the user to adapt the relay logic to very different applications or to change system conditions <xref ref-type="bibr" rid="scirp.135970-9">
     [9]
    </xref>, while in our study all tripping currents and time delay at different operating cases will be stored in relay at different setting group, MCPU will choose optimal setting group needed according to generation capacity.</p>
   <p>Our proposed MCPU shown in <xref ref-type="fig" rid="fig1">
     Figure 1
    </xref> doesn’t need to be updated with system current and voltage, just it will supervise if any change happens in circuit breakers status, if any change is noticed in system, MCPU will send signal to all DOCRs and select suitable setting group to be activated in such case.</p>
   <p>With the wide use of optic fiber communication in distribution grid, it is practicable to achieve MCPU logic for microgrid <xref ref-type="bibr" rid="scirp.135970-10">
     [10]
    </xref>.</p>
   <p>One of the most important advantages in our proposed MCPU, all relays will be restored to default setting group, in case of communication fail between MCPU and relays or breakers and in case of any fault happed, relay will send trip signal to breaker.</p>
   <fig id="fig1" position="float">
    <label>Figure 1</label>
    <caption>
     <title>Figure 1. Micro grid central protection unite.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771138-rId15.jpeg?20240914093528" />
   </fig>
  </sec><sec id="s3">
   <title>3. Protection Relay Coordination</title>
   <p>In order to keep the system stable under any fault condition, protection relay should isolate faulted area in the instance of fault occur, if this relay fails to operate under any condition, nearest relay to faulted zone should operate as a backup relay.</p>
   <p>Earlier studies in directional over current relay (DOCR) coordination was using protection relay fixed with single setting group <xref ref-type="bibr" rid="scirp.135970-11">
     [11]
    </xref>.</p>
   <p>For multiple setting protection relay, the function of relay to act as primary or backup depends on the direction of fault current, each multiple setting DOCR has many sets of independent relay settings we can use one for forward direction as a primary relay and another one in reverse direction of fault current as backup relay <xref ref-type="bibr" rid="scirp.135970-12">
     [12]
    </xref>.</p>
  </sec><sec id="s4">
   <title>4. Proposed and Conventional Back-Up Relay Selection</title>
   <p>The difference in coordination between the primary back-up relay pairs for proposed and conventional back up DOCR is shown as in <xref ref-type="fig" rid="fig2">
     Figure 2
    </xref>.</p>
   <fig id="fig2" position="float">
    <label>Figure 2</label>
    <caption>
     <title>Figure 2. Primary and back-up relays of distribution system.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771138-rId16.jpeg?20240914093529" />
   </fig>
   <p>
    <xref ref-type="fig" rid="fig2">
     Figure 2
    </xref> shows apart of IEEE 8-bus system, in case of occurrence of a fault at the point f1, the relay (i) acts as primary relay which should operate to isolate the fault, if this relay fails to operate and after a certain time, another relay should operate as a backup relay this backup relay will be as follow:</p>
   <p>Therefore, the reverse side of each relay is deployed as the backup relay for the next front line where in our case according to fault direction relay (k) will select setting group for forward fault current relay will work according to setting group (1) and reverse direction fault current the relay will work according to setting group (2).</p>
   <p>To avoid the operation of relay (j), a communication link is considered to send a block signal on behalf of relay (k) reverse <xref ref-type="bibr" rid="scirp.135970-13">
     [13]
    </xref>.</p>
  </sec><sec id="s5">
   <title>5. DOCR Coordination Principles Using Single and Multiple Setting Protection Relay</title>
   <p>The operating time of inverse definite minimum time relay IDMT is obtained according to IEEE standard C37.112-1996: <xref ref-type="bibr" rid="scirp.135970-14">
     [14]
    </xref></p>
   <p>
    <xref ref-type="bibr" rid="scirp.135970-"></xref> 
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         t 
       </mi> 
       <mi>
         i 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <mi>
        T 
      </mi> 
      <mi>
        D 
      </mi> 
      <msub> 
       <mi>
         S 
       </mi> 
       <mi>
         i 
       </mi> 
      </msub> 
      <mo>
        × 
      </mo> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mfrac> 
         <mrow> 
          <mn>
            28.2 
          </mn> 
         </mrow> 
         <mrow> 
          <msup> 
           <mrow> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <mfrac> 
               <mrow> 
                <msub> 
                 <mi>
                   I 
                 </mi> 
                 <mrow> 
                  <mi>
                    f 
                  </mi> 
                  <mi>
                    i 
                  </mi> 
                 </mrow> 
                </msub> 
               </mrow> 
               <mrow> 
                <msub> 
                 <mi>
                   I 
                 </mi> 
                 <mrow> 
                  <mi>
                    p 
                  </mi> 
                  <mi>
                    i 
                  </mi> 
                 </mrow> 
                </msub> 
               </mrow> 
              </mfrac> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
           </mrow> 
           <mn>
             2 
           </mn> 
          </msup> 
          <mo>
            − 
          </mo> 
          <mn>
            1 
          </mn> 
         </mrow> 
        </mfrac> 
        <mo>
          + 
        </mo> 
        <mn>
          0.1217 
        </mn> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>(1)</p>
   <p>where</p>
   <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
    <tr> 
     <td class="aleft" width="10.30%">t<sub>i</sub><p style="text-align:left"></p></td> 
     <td class="aleft" width="89.70%">The operating time of relay (i) (tipping time)<p style="text-align:left"></p></td> 
    </tr> 
    <tr> 
     <td class="aleft" width="10.30%">I<sub>F</sub><p style="text-align:left"></p></td> 
     <td class="aleft" width="89.70%">The fault current passing through relay (i)<p style="text-align:left"></p></td> 
    </tr> 
    <tr> 
     <td class="aleft" width="10.30%">I<sub>P</sub><p style="text-align:left"></p></td> 
     <td class="aleft" width="89.70%">The pickup current of relay (i)<p style="text-align:left"></p></td> 
    </tr> 
    <tr> 
     <td class="aleft" width="10.30%">TDS<sub>i</sub><p style="text-align:left"></p></td> 
     <td class="aleft" width="89.70%">Time multiplier setting of relay (i)<p style="text-align:left"></p></td> 
    </tr> 
   </table>
   <p>The value of the pickup current of a relay (i) should be less than the minimum value of the fault current at this point <xref ref-type="bibr" rid="scirp.135970-15">
     [15]
    </xref>.</p>
   <p>Furthermore, the time dial setting TDS<sub>i</sub> of relay i is ranged from 0.1000 to 1.1000 <xref ref-type="bibr" rid="scirp.135970-16">
     [16]
    </xref>.</p>
   <p>CTI value ranges from 0.2 to 0.3 sec. In this paper 0.2 sec value is chosen <xref ref-type="bibr" rid="scirp.135970-17">
     [17]
    </xref>.</p>
   <p>In case of using conventional DOCR our object function will be:</p>
   <p>
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        o 
      </mi> 
      <mi>
        b 
      </mi> 
      <mi>
        j 
      </mi> 
      <mi>
        e 
      </mi> 
      <mi>
        c 
      </mi> 
      <mi>
        t 
      </mi> 
      <mtext> 
      </mtext> 
      <mi>
        f 
      </mi> 
      <mi>
        u 
      </mi> 
      <mi>
        n 
      </mi> 
      <mi>
        c 
      </mi> 
      <mi>
        t 
      </mi> 
      <mi>
        i 
      </mi> 
      <mi>
        o 
      </mi> 
      <mi>
        n 
      </mi> 
      <mtext> 
      </mtext> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         J 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mstyle displaystyle="true"> 
       <msubsup> 
        <mo>
          ∑ 
        </mo> 
        <mrow> 
         <mi>
           i 
         </mi> 
         <mo>
           = 
         </mo> 
         <mn>
           1 
         </mn> 
        </mrow> 
        <mi>
          n 
        </mi> 
       </msubsup> 
       <mrow> 
        <msub> 
         <mi>
           t 
         </mi> 
         <mi>
           i 
         </mi> 
        </msub> 
       </mrow> 
      </mstyle> 
     </mrow> 
    </math> <xref ref-type="bibr" rid="scirp.135970-18">
     [18]
    </xref></p>
   <p>In this case we need to get the optimal values of pickup current and TDS values of each relay.</p>
   <p>While in case of using proposed multiple setting DOCR, each relay will be installed with two different setting , first one will be used at forward fault and second setting group will be used in reverse direction faults and object function will be as equation:</p>
   <p>
    <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        o 
      </mi> 
      <mi>
        b 
      </mi> 
      <mi>
        j 
      </mi> 
      <mi>
        e 
      </mi> 
      <mi>
        c 
      </mi> 
      <mi>
        t 
      </mi> 
      <mtext> 
      </mtext> 
      <mi>
        f 
      </mi> 
      <mi>
        u 
      </mi> 
      <mi>
        n 
      </mi> 
      <mi>
        c 
      </mi> 
      <mi>
        t 
      </mi> 
      <mi>
        i 
      </mi> 
      <mi>
        o 
      </mi> 
      <mi>
        n 
      </mi> 
      <mtext> 
      </mtext> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         J 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mstyle displaystyle="true"> 
       <munderover> 
        <mo>
          ∑ 
        </mo> 
        <mrow> 
         <mi>
           i 
         </mi> 
         <mo>
           = 
         </mo> 
         <mn>
           1 
         </mn> 
        </mrow> 
        <mi>
          n 
        </mi> 
       </munderover> 
       <mrow> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             t 
           </mi> 
           <mrow> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <mi>
                i 
              </mi> 
              <mi> 
              </mi> 
              <mi>
                f 
              </mi> 
              <mi>
                o 
              </mi> 
              <mi>
                r 
              </mi> 
              <mi>
                w 
              </mi> 
              <mi>
                a 
              </mi> 
              <mi>
                r 
              </mi> 
              <mi>
                d 
              </mi> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
           </mrow> 
          </msub> 
          <mo>
            + 
          </mo> 
          <msub> 
           <mi>
             t 
           </mi> 
           <mrow> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <mi>
                i 
              </mi> 
              <mtext> 
              </mtext> 
              <mi>
                r 
              </mi> 
              <mi>
                e 
              </mi> 
              <mi>
                v 
              </mi> 
              <mi>
                e 
              </mi> 
              <mi>
                r 
              </mi> 
              <mi>
                s 
              </mi> 
              <mi>
                e 
              </mi> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
           </mrow> 
          </msub> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
      </mstyle> 
     </mrow> 
    </math></p>
   <p>In this case the parameters which need to be optimized for each relay will be duplicated, where two values of pickup current and TDS is needed to each relay.</p>
  </sec><sec id="s6">
   <title>6. Under Study System</title>
   <p>To study the effect of using multiple setting DOCR in micro-grid systems IEEE 8-bus test system is used, and in order to clarify our study, two different types of distributed generator (DG) is connected at bus-2, first is photo voltaic (PV) system and second is wind turbine generator (WTG) as shown in <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref>.</p>
   <p>All data of our studied IEEE 8-bus test system which shown in <xref ref-type="fig" rid="fig4">
     Figure 4
    </xref> taken from <xref ref-type="bibr" rid="scirp.135970-19">
     [19]
    </xref>, the data for proposed DGs available at <xref ref-type="bibr" rid="scirp.135970-20">
     [20]
    </xref>.</p>
   <p>To get the value of maximum short circuit current sensed at each relay on the system, system is simulated using Etap software as shown in <xref ref-type="fig" rid="fig5">
     Figure 5
    </xref>, for simplicity the values of pickup current of each relay is considered constant and taken from <xref ref-type="bibr" rid="scirp.135970-14">
     [14]
    </xref>.</p>
   <p>Grey Wolf Optimizer (GWO) <xref ref-type="bibr" rid="scirp.135970-21">
     [21]
    </xref> algorithm is developed using MATLAB software to achieve optimal TDS values.</p>
  </sec><sec id="s7">
   <title>7. Study Methodology</title>
   <p>IEEE 8-bus system is simulated using Etap software, our study will be concentrated only under three different cases shown in <xref ref-type="table" rid="table1">
     Table 1
    </xref> and <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref>.</p>
   <p><u>Case</u><u>-1</u> CB-15 is opened, which means no DGs is connected at bus-2.</p>
   <p><u>Case</u><u>-2</u> CB-15 is closed, CB-16 is closed and CB-17 is opened, in this case PV system connected at bus-2.</p>
   <p><u>Case</u><u>-3</u> CB-15 is closed, CB-16 is opened and CB-17 is closed, in this case WTG system connected at bus-2.</p>
   <p>For the three different cases the maximum fault current sensed by each relay is calculated with ETAP and the results is shown in <xref ref-type="table" rid="table2">
     Table 2
    </xref>, moreover the conventional and proposed backup relays also considered in study as in <xref ref-type="table" rid="table3">
     Table 3
    </xref>.</p>
   <fig id="fig3" position="float">
    <label>Figure 3</label>
    <caption>
     <title>Figure 3. DGs connected at bus-2 of IEEE 8-bus test system.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771138-rId23.jpeg?20240914093529" />
   </fig>
   <table-wrap id="table1">
    <label>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.135970-"></xref>Table 1. IEEE 8-bus system study cases.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="16.23%">CB<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="26.56%">Case-1<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="26.56%">Case-2<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="30.65%">Case-3<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="16.23%">CB-15<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="26.56%">open<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="26.56%">close<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="30.65%">close<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.23%">CB-16<p style="text-align:center"></p></td> 
      <td class="acenter" width="26.56%">open<p style="text-align:center"></p></td> 
      <td class="acenter" width="26.56%">close<p style="text-align:center"></p></td> 
      <td class="acenter" width="30.65%">open<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.23%">CB-17<p style="text-align:center"></p></td> 
      <td class="acenter" width="26.56%">open<p style="text-align:center"></p></td> 
      <td class="acenter" width="26.56%">open<p style="text-align:center"></p></td> 
      <td class="acenter" width="30.65%">close<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.23%">System<p style="text-align:center"></p></td> 
      <td class="acenter" width="26.56%">Without DGs<p style="text-align:center"></p></td> 
      <td class="acenter" width="26.56%">PV connected<p style="text-align:center"></p></td> 
      <td class="acenter" width="30.65%">WTG connected<p style="text-align:center"></p></td> 
     </tr> 
    </table>
   </table-wrap>
   <table-wrap id="table2">
    <label>
     <xref ref-type="table" rid="table2">
      Table 2
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.135970-"></xref>Table 2. Maximum fault current for IEEE 8-bus system for different casees.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td rowspan="2" class="acenter" width="10.01%">Primary Relay<p style="text-align:center"></p></td> 
      <td class="acenter" width="28.34%" colspan="3">Fault current (A)<p style="text-align:center"></p></td> 
      <td rowspan="2" class="acenter" width="16.66%">Conventional<p style="text-align:center"></p>Back-up relay<p style="text-align:center"></p></td> 
      <td rowspan="2" class="acenter" width="16.67%">Proposed<p style="text-align:center"></p>Back-up relay<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="28.32%" colspan="3">Fault current(A)<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="9.44%">Case-1<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="9.44%">Case-2<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="9.45%">Case-3<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="9.44%">Case-1<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="9.44%">Case-2<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="9.44%">Case-3<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="10.01%">1<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="9.44%">3232<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="9.44%">3508<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="9.45%">4171<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="16.66%">6<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="16.67%">13<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="9.44%">3232<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="9.44%">3232<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="9.44%">3232<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6177<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6244<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">6454<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1160<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1173<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1215<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6177<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6244<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">6454<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1903<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1956<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2124<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6020<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6201<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">6761<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">1<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1003<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1113<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1522<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2467<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2511<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">2614<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2467<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2511<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2614<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6020<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6201<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">6761<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1903<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1956<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2124<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3547<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3653<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">3899<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3547<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3653<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3899<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3874<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3951<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">4119<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2335<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2411<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2579<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6195<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6254<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">6446<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1193<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1205<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1243<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6195<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6254<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">6446<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1887<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1935<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2089<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2988<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3264<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">3927<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">1<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2988<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2988<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2988<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5277<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5418<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">5852<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1160<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1173<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1215<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5302<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5448<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">5908<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1193<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1205<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1243<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5277<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5418<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">5852<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">1<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1003<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1130<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1522<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5302<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5448<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">5908<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">994<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1129<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1551<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3772<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3843<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">4001<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2233<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2303<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2461<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3703<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3816<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">4085<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3703<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">3816<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">4085<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2385<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2425<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">2521<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2385<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2425<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2521<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5990<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6178<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">6754<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">994<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1129<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1551<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="10.01%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">5990<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">6178<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.45%">6754<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.66%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.67%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1887<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">1935<p style="text-align:center"></p></td> 
      <td class="acenter" width="9.44%">2089<p style="text-align:center"></p></td> 
     </tr> 
    </table>
   </table-wrap>
   <table-wrap id="table3">
    <label>
     <xref ref-type="table" rid="table3">
      Table 3
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.135970-"></xref>Table 3. Conventional and proposed backup relays for IEEE 8-bus system.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="23.70%">Primary relay no.<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="38.15%">Conventional<p style="text-align:center"></p>Backup relay no.<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="38.15%">Proposed<p style="text-align:center"></p>Backup relay no.<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="23.70%">1<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="38.15%">6<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="38.15%">13<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">1<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">8<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">14<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">9<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">10<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">11<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">12<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">7<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">12<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">6<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">2<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">14<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">3<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">4<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">5<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">6<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">7<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">1<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">2<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="23.70%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">1<p style="text-align:center"></p></td> 
      <td class="acenter" width="38.15%">8<p style="text-align:center"></p></td> 
     </tr> 
    </table>
   </table-wrap>
  </sec><sec id="s8">
   <title>8. Results and Discussion</title>
   <p>GWO algorithm used to get optimal TDS value for each relay at different cases and the result TDS values in case of using conventional backup relays is shown in <xref ref-type="table" rid="table4">
     Table 4
    </xref>, while in case of using proposed backup relay, every relay will be installed with two different TDS per case, which means every relay will be installed with 6 six different setting groups as in <xref ref-type="table" rid="table5">
     Table 5
    </xref>, while in conventional backup relay only three setting group needed per relay because same value of TDS will be used in case of primary and backup protection.</p>
   <fig id="fig4" position="float">
    <label>Figure 4</label>
    <caption>
     <title>Figure 4. IEEE 8-bus test system.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771138-rId24.jpeg?20240914093530" />
   </fig>
   <fig id="fig5" position="float">
    <label>Figure 5</label>
    <caption>
     <title>Figure 5. IEEE 8-bus test system simulation using ETAP.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771138-rId25.jpeg?20240914093530" />
   </fig>
   <p>Using the TDS values from <xref ref-type="table" rid="table4">
     Table 4
    </xref> and <xref ref-type="table" rid="table5">
     Table 5
    </xref>, the value tripping time for primary and backup relays is calculated in case of conventional and proposed backup relays at the three different cases and shown in <xref ref-type="table" rid="table6">
     Table 6
    </xref> and <xref ref-type="table" rid="table7">
     Table 7
    </xref>.</p>
   <p>From <xref ref-type="table" rid="table6">
     Table 6
    </xref>, it can be noted that primary relays tripping time in case of using proposed backup relay is less than its values when using conventional backup relay, as in <xref ref-type="table" rid="table6">
     Table 6
    </xref> trip time is reduced by 33, 35 and 37% for case-1, case-2 and case 3 respectively, which increases system performance in decreasing total tripping time.</p>
   <table-wrap id="table4">
    <label>
     <xref ref-type="table" rid="table4">
      Table 4
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.135970-"></xref>Table 4. IEEE 8-bus test system tds values using gwo with conventional backup relays.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td rowspan="2" class="acenter" width="25.82%">Relay no.<p style="text-align:center"></p></td> 
      <td class="acenter" width="74.18%" colspan="3">TDS value<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="24.72%">Case-1<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="24.72%">Case-2<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="24.74%">Case-3<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="25.82%">1<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="24.72%">0.10001<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="24.72%">0.10003<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="24.74%">0.10002<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.21702<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.23003<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.2615<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.22237<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.23439<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.2626<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.10896<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.11113<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.11634<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.10001<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.1<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.38496<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.36599<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.33468<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.10451<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.11259<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.13145<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.35545<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.33329<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.29986<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.10001<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.1<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.29295<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.29778<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.30944<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.1776<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.18802<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.2122<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.55267<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.58186<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.64994<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.10001<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.10011<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">0.10003<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">0.10042<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="25.82%">Relay setting group<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">Setting group (1)<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.72%">Setting group (2)<p style="text-align:center"></p></td> 
      <td class="acenter" width="24.74%">Setting group (3)<p style="text-align:center"></p></td> 
     </tr> 
    </table>
   </table-wrap>
   <table-wrap id="table5">
    <label>
     <xref ref-type="table" rid="table5">
      Table 5
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.135970-"></xref>Table 5. Tds of relays for IEEE 8-bus test using gwo with proposed back up relays.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td rowspan="2" class="acenter" width="13.66%">Relay no.<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="28.77%" colspan="2">Case-1<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="28.78%" colspan="2">Case-2<p style="text-align:center"></p></td> 
      <td class="acenter" width="28.78%" colspan="2">Case-2<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="14.38%">Primary<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="14.39%">Backup<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="14.39%">Primary<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="14.39%">Backup<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="14.39%">Primary<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="14.39%">Backup<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="13.66%">1<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="14.38%">0.1001<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="14.39%">0.2531<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="14.39%">0.1002<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="14.39%">0.23812<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="14.39%">0.10038<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="14.39%">0.21432<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1009<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1005<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.11239<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1006<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.2929<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1032<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.62354<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10007<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.30954<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10002<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.3272<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.33918<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10004<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.36934<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.141<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1076<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10206<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10002<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1017<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10004<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1203<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.15043<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.2838<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.29716<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.32195<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1011<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.2144<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.22422<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10985<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.24681<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1002<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1988<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.20206<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.21029<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1181<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1028<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10169<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.278<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.26386<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10007<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.2412<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">0.1017<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10001<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.10072<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">0.1<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.66%">Relay setting group<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.38%">Setting group (1)<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">Setting group (2)<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">Setting group (3)<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">Setting group (4)<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">Setting group (5)<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.39%">Setting group (6)<p style="text-align:center"></p></td> 
     </tr> 
    </table>
   </table-wrap>
  </sec><sec id="s9">
   <title>9. Docr Setting Group Control Using Mcpu</title>
   <p>Now, after getting the optimal TDS values for all relays, every relay will be programmed with six setting groups in case of using proposed backup relay method, or three different setting groups in case of using conventional backup relay method.</p>
   <p>MCPU in <xref ref-type="fig" rid="fig1">
     Figure 1
    </xref> is used to supervise the CBs condition as in table I, and upon this condition, MCPU will chose suitable setting group, and make it active through communication link with all relays, the proposed protection system with logical nodes and data sets can be provided by IEC 61850-7-420 <xref ref-type="bibr" rid="scirp.135970-12">
     [12]
    </xref>.</p>
   <p>
    <xref ref-type="fig" rid="fig6">
     Figure 6
    </xref> shows flow chart of our study in case of using proposed backup relay method, MCPU will keep connected with system until detecting any change of CB15, CB16 and CB17, and upon this change it will change setting group according to <xref ref-type="table" rid="table5">
     Table 5
    </xref>.</p>
   <table-wrap id="table6">
    <label>
     <xref ref-type="table" rid="table6">
      Table 6
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.135970-"></xref>Table 6. Primary relays tripping time for IEEE 8-bus system.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td rowspan="2" class="acenter" width="16.68%">Relay NO.<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="27.76%" colspan="2">Case-1<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="27.78%" colspan="2">Case-2<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="27.78%" colspan="2">Case-3<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.58%">Conventional<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="12.18%">proposed<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.28%">Conventional<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="11.50%">proposed<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="15.66%">Conventional<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="12.12%">proposed<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="16.68%">1<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="15.58%">0.1128<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="12.18%">0.1128<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="16.28%">0.0971<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="11.50%">0.0973<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="15.66%">0.0717<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="12.12%">0.0720<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1364<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.0634<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1377<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.0601<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.1365<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0586<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1541<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.0697<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1547<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.0812<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.1557<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0593<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1579<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.1450<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1554<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.1399<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.1507<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.1296<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.2027<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.2027<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1960<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.1960<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.1814<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.1815<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1180<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.0432<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1109<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.0326<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.0978<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0298<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.0509<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.0495<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.0526<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.0468<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.0546<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0415<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1093<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.0307<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1012<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.0365<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.0875<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0439<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1894<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.1894<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1829<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.1829<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.1690<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.1690<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1755<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.0605<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1729<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.0581<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.1681<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0596<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1566<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.0883<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1572<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.0837<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.1577<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0743<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1766<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.0377<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1789<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.0316<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.1800<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0281<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.1306<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.1307<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.1107<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.1108<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.0795<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0796<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">0.0785<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">0.0798<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">0.0750<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">0.0750<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">0.0661<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">0.0663<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.68%">Total trip time<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.58%">1.9507<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.18%">1.3041<p style="text-align:center"></p></td> 
      <td class="acenter" width="16.28%">1.8841<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.50%">1.2199<p style="text-align:center"></p></td> 
      <td class="acenter" width="15.66%">1.7572<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.12%">1.0938<p style="text-align:center"></p></td> 
     </tr> 
    </table>
   </table-wrap>
   <table-wrap id="table7">
    <label>
     <xref ref-type="table" rid="table7">
      Table 7
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.135970-"></xref>Table 7. Backup relays tripping time for IEEE 8-bus system.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td rowspan="2" class="custom-top-td acenter" width="13.33%">Conventional back-up<p style="text-align:center"></p></td> 
      <td rowspan="2" class="custom-top-td acenter" width="10.35%">Proposed back-up<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="26.63%" colspan="2">Case-1<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="24.16%" colspan="2">Case-2<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="25.53%" colspan="2">Case-3<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="14.80%">TRIP TIME (SEC)<p style="text-align:center"></p>Conventional back-up<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="11.83%">TRIP TIME (SEC)<p style="text-align:center"></p>Proposed back-up<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="12.84%">TRIP TIME (SEC)<p style="text-align:center"></p>Conventional back-up<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="11.32%">TRIP TIME (SEC)<p style="text-align:center"></p>Proposed back-up<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="13.63%">TRIP TIME (SEC)<p style="text-align:center"></p>Conventional back-up<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="11.90%">TRIP TIME (SEC)<p style="text-align:center"></p>Proposed back-up<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="13.33%">1<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="10.35%">8<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="14.80%">1.583<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="11.83%">0.944<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="12.84%">1.167<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="11.32%">0.725<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="13.63%">0.531<p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="11.90%">0.353<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.354<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.270<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.354<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.268<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.355<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.259<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.358<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.345<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.355<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.340<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.350<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.329<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.402<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.402<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.396<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.396<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.381<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.381<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.966<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.613<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.941<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.598<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.868<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.556<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.313<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.313<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.297<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.297<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.272<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.272<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.338<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.617<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.343<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.578<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.337<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.478<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">8<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">1<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.332<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.330<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.311<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.311<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.280<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.280<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">9<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">2<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">1.042<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">2.569<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">1.011<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">2.464<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.921<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">2.170<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">10<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">3<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.389<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.389<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.382<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.801<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.369<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.369<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">11<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">4<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.375<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.387<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.372<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.361<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.368<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.312<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">12<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">5<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.356<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.288<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.357<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.283<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.357<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.274<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">13<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">6<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">1.628<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.967<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">1.122<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.700<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.508<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.339<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="13.33%">14<p style="text-align:center"></p></td> 
      <td class="acenter" width="10.35%">7<p style="text-align:center"></p></td> 
      <td class="acenter" width="14.80%">0.630<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.83%">0.329<p style="text-align:center"></p></td> 
      <td class="acenter" width="12.84%">0.593<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.32%">0.312<p style="text-align:center"></p></td> 
      <td class="acenter" width="13.63%">0.498<p style="text-align:center"></p></td> 
      <td class="acenter" width="11.90%">0.265<p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td acenter" width="23.68%" colspan="2">Total Trip Time<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="14.80%">9.066<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="11.83%">8.763<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="12.84%">7.961<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="11.32%">8.439<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="13.63%">6.402<p style="text-align:center"></p></td> 
      <td class="custom-bottom-td acenter" width="11.90%">6.642<p style="text-align:center"></p></td> 
     </tr> 
    </table>
   </table-wrap>
   <fig id="fig6" position="float">
    <label>Figure 6</label>
    <caption>
     <title>Figure 6. IEEE 8-bus test system protection control using MCPU.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771138-rId26.jpeg?20240914093530" />
   </fig>
  </sec><sec id="s10">
   <title>10. Conclusions</title>
   <p>This paper presented effect of using MCPU in microgrid, in case of connecting DGs, MCPU monitor system status and changes relay setting group according to generation capacity, while in case of taking fault current direction in our consideration, a proposed backup relay will be useful in decreasing relays tripping time.</p>
   <p>ETAP software is used to evaluate fault current which sensed at each relay, while MATLAB software is used to implement GWO algorithm which is used to get optimal TDS value for each relay.</p>
   <p>The value of CTI between primary and backup relay in each case is found to be more than 0.2 sec, which achieves selectivity in our proposed protection system.</p>
   <p>It’s found that MCPU is important in case of presence DGs in system, MCPU will keep relay coordination and protection stability at right way even if changing fault current due to DGs connecting in microgrid.</p>
   <p>Our proposed MCPU was designed with simple rules which doesn’t require a special system memory or data processing unite, sense it depends only on a simple logic in changing relay setting group according to DGs connection in microgrid.</p>
  </sec>
 </body><back>
  <ref-list>
   <title>References</title>
   <ref id="scirp.135970-ref1">
    <label>1</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Zeineldin, H.H., Sharaf, H.M., Ibrahim, D.K. and Abou El-Zahab, E.E.-D. (2014) Optimal Protection Coordination for Meshed Distribution Systems with DG Using Dual Setting Directional Over-Current Relays. IEEE Transactions on Smart Grid, 6, 115-123. &gt;https://doi.org/10.1109/TSG.2014.2357813
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref2">
    <label>2</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Mirsaeidi, S., Said, D.M., Mustafa, M.W., Habibuddin, M.H. and Ghaffari, K. (2016) Fault Location and Isolation in Micro-GRIDS Using a Digital Central Protection Unit. Renewable and Sustainable Energy Reviews, 56, 1-17. &gt;https://doi.org/10.1016/j.rser.2015.10.162
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref3">
    <label>3</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Ustun, T.S., Ozansoy, C. and Zayegh, A. (2013) Fault Current Coefficient and Time Delay Assignment for Microgrid Protection System with Central Protection Unit. IEEE Transactions on Power Systems, 28, 598-606. &gt;https://doi.org/10.1109/TPWRS.2012.2214489
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref4">
    <label>4</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Mozina, C.J. (2012) Impact of Smart Grid and Green Power Generation on Distribution Systems. 2012 IEEE PES Innovative Smart Grid Technologies (ISGT), Washington, DC, 16-20 January 2012, 1-13. &gt;https://doi.org/10.1109/ISGT.2012.6175625
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref5">
    <label>5</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Tziouvaras, D.A. (1990) Novel Applications of a Digital Relay with Multiple Setting Group. Western Protective Relay Conference, Washington DC,23-25 October 1990, 1-18.
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref6">
    <label>6</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Ustun, T.S., Ozansoy, C. and Zayegh, A. (2013) Differential Protection of Microgrids with Central Protection Unit Support. IEEE 2013 Tencon-Spring, Sydney, 17-19 April 2013, 15-19. &gt;https://doi.org/10.1109/TENCONSpring.2013.6584408
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref7">
    <label>7</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Alam, M.N., Chakrabarti, S. and Pradhan, A.K. (2022) Protection of Networked Microgrids Using Relays with Multiple Setting Groups. IEEE Transactions on Industrial Informatics, 18, 3713-3723. &gt;https://doi.org/10.1109/TII.2021.3120151
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref8">
    <label>8</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Ustun, T.S., Ozansoy, C. and Zayegh, A. (2013) Modeling and Simulation of a Microgrid Potection System with Central Protection Unit. IEEE 2013 Tencon-Spring, Sydney, 17-19 April 2013, 5-9. &gt;https://doi.org/10.1109/TENCONSpring.2013.6584406
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref9">
    <label>9</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Piesciorovsky, E.C. and Schulz, N.N. (2017) Comparison of Programmable Logic and Setting Group Methods for Adaptive Overcurrent Protection in Microgrids. Electric Power Systems Research, 151, 273-282. &gt;https://doi.org/10.1016/j.epsr.2017.05.035
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref10">
    <label>10</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Xu, M., Meng, T., Zou, G., Zhang, J., Lin, X. and Yang, J. (2015) A Centrealized Protection and Control Scheme for Microgrid. 2015 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Brisbane, 15-18 November 2015, 1-5. &gt;https://doi.org/10.1109/APPEEC.2015.7380867
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref11">
    <label>11</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Adelnia, F., Moravej, Z. and Farzinfar, M. (2013) A New Formulation for Coordination of Directional Overcurrent Relays in Interconnected Networks. International Transactions on Electrical Energy Systems, 25, 120-137. &gt;https://doi.org/10.1002/etep.1828 
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref12">
    <label>12</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Tiwari, R., Singh, R.K. and Choudhary, N.K. (2020) Optimal Coordination of Dual Setting Directional Over Current Relays in Microgrid with Different Standard Relay Characteristics. 2020 IEEE 9th Power India International Conference (PIICON), Sonepat, 28 February-1 March 2020, 1-6. &gt;https://doi.org/10.1109/PIICON49524.2020.9112883
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref13">
    <label>13</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Yazdaninejadi, A., Nazarpour, D. and Golshannavaz, S. (2017) Dual-Setting Directional Over-Current Relays: An Optimal Coordination in Multiple Source Meshed Distribution Networks. International Journal of Electrical Power&amp;Energy Systems, 86, 163-176. &gt;https://doi.org/10.1016/j.ijepes.2016.10.004 
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref14">
    <label>14</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Liu, A. and Yang, M.-T. (2012) A New Hybrid Nelder-Mead Particle Swarm Optimization for Coordination Optimization of Directional Overcurrent Relays. Mathematical Problems in Engineering, 2012, Article ID: 456047. &gt;https://doi.org/10.1155/2012/456047 
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref15">
    <label>15</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Barker, P.P. and de Mello, R.W. (2000) Determining the Impact of Distributed Generation on Power Systems: Part 1-Radial Distribution Systems. 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134), Seattle, 16-20 July 2000, 1645-1656. &gt;https://doi.org/10.1109/PESS.2000.868775
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref16">
    <label>16</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Stenane, N.M. and Folly, K.A. (2014) Application of Evolutionary Algorithm for Optimal Directional Overcurrent Relay Coordination. Journal of Computer and Communications, 2, 103-111. &gt;https://doi.org/10.4236/jcc.2014.29014 
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref17">
    <label>17</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Godwal, S.D., Pandya, K.S., Vora, S.C., Mehta, C.R. and Rajput, V.R. (2023) Optimal Overcurrent Relay Coordination for Interconnected Power Systems: A Proper Approach and Improved Technique. e-Prime-Advances in Electrical Engineering, Electronics and Energy, 5, Article 100248. &gt;https://doi.org/10.1016/j.prime.2023.100248 
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref18">
    <label>18</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Papaspiliotopoulos, V., Kurashvili, T. and Korres, G. (2014) Optimal Coordination of Directional Over Current Relays for Distribution Systems with Distributed Generation Based on a Hybrid PSO-LP Algorithm. MedPower 2014, Athens, 2-5 November 2014, 1-6. &gt;https://doi.org/10.1049/cp.2014.1697
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref19">
    <label>19</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Zeineldin, H.H., El-Saadany, E.F. and Salama, M.M.A. (2006) Optimal Coordination of Overcurrent Relays Using a Modified Particle Swarm Optimization. Electric Power Systems Research, 76, 988-995. &gt;https://doi.org/10.1016/j.epsr.2005.12.001 
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref20">
    <label>20</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Saleh, M.I., El-Saady, G., Yousef, A.M. and Ibrahim, E.-N.A. (2023) Adaptive Protection Relays Coordination in Power Networks with Connected Disturbed Generators. 2023 24th International Middle East Power System Conference (MEPCON), Mansoura, 19-21 December 2023, 1-6. &gt;https://doi.org/10.1109/MEPCON58725.2023.10462438
    </mixed-citation>
   </ref>
   <ref id="scirp.135970-ref21">
    <label>21</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Bouzary, H., Chen, F.F. and Shahin, M. (2019) Optimal Composition of Tasks in Cloud Manufacturing Platform: A Novel Hybrid GWO-GA Approach. Procedia Manufacturing, 34, 961-968. &gt;https://doi.org/10.1016/j.promfg.2019.06.103
    </mixed-citation>
   </ref>
  </ref-list>
 </back>
</article>