<?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">AM</journal-id><journal-title-group><journal-title>Applied Mathematics</journal-title></journal-title-group><issn pub-type="epub">2152-7385</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/am.2016.76046</article-id><article-id pub-id-type="publisher-id">AM-64937</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  On the Relationship between the Pure Delay and the Natural Period of Oscillation
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>aniel</surname><given-names>Chuk</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gustavo</surname><given-names>Rodriguez Medina</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Facultad de Ingeniería, Universidad Nacional de San Juan, San Juan, Argentina</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>dchuk@unsj.edu.ar(AC)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>24</day><month>03</month><year>2016</year></pub-date><volume>07</volume><issue>06</issue><fpage>504</fpage><lpage>507</lpage><history><date date-type="received"><day>12</day>	<month>February</month>	<year>2016</year></date><date date-type="rev-recd"><day>accepted</day>	<month>21</month>	<year>March</year>	</date><date date-type="accepted"><day>24</day>	<month>March</month>	<year>2016</year></date></history><permissions><copyright-statement>&#169; 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><p>
 
 
  This paper provides a proof of the well-known relationship between the pure delay and the natural period of oscillation in industrial systems.
 
</p></abstract><kwd-group><kwd>Pure Delay</kwd><kwd> Period of Oscillation</kwd><kwd> First Order Systems</kwd><kwd> PID Control</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction and Hypothesis</title><p>The approximate relationship</p><disp-formula id="scirp.64937-formula837"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x6.png"  xlink:type="simple"/></disp-formula><p>between the pure delay T<sub>u</sub> and the natural period of oscillation P<sub>n</sub> in industrial systems is well known to control engineers.</p><p>This relationship is in the core of the PID [<xref ref-type="bibr" rid="scirp.64937-ref1">1</xref>] tuning rules designed by Ziegler and Nichols [<xref ref-type="bibr" rid="scirp.64937-ref2">2</xref>] . If the values of integral times T<sub>i</sub> in the methods of closed loop and open loop are equated, it comes down to</p><disp-formula id="scirp.64937-formula838"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x7.png"  xlink:type="simple"/></disp-formula><p>Solving the right side equation for P<sub>n</sub>, (1) is reached. So, this relationship is widely used in practice to verify the identification of pure delay, which is not always easy to measure, and then calculate the parameters of PID controllers. However, it is remarkable that it has not received sufficient attention in academia.</p><p>This paper presents a demonstration of this relationship based on the behavior of first order systems with pure delay, using basic tools of linear control as root locus and polynomial algebra.</p></sec><sec id="s2"><title>2. Proof</title><p>Since P<sub>n</sub> = 1/f<sub>n</sub>, where f<sub>n</sub> is de oscillation frequency, and the angular natural frequency is w<sub>n</sub> = 2πf<sub>n</sub>, the natural period can be written as P<sub>n</sub> = 2π/w<sub>n</sub>. Substituting this value in Equation (1), this becomes to</p><disp-formula id="scirp.64937-formula839"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x8.png"  xlink:type="simple"/></disp-formula><p>Solving this equation for w<sub>n</sub>, an equivalent expression to Equation (1) is derived:</p><disp-formula id="scirp.64937-formula840"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x9.png"  xlink:type="simple"/></disp-formula><p>Now, the most of industrial processes can be modeled by first order systems with pure delay, which have the Laplace transfer function [<xref ref-type="bibr" rid="scirp.64937-ref3">3</xref>]</p><disp-formula id="scirp.64937-formula841"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x10.png"  xlink:type="simple"/></disp-formula><p>In this equation, K<sub>e</sub> is the static gain and T<sub>g</sub> the process time constant.</p><p>For the purpose of finding the characteristic equation of the system, the pure delay <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-7402653x11.png" xlink:type="simple"/></inline-formula> can be represented by the second order Pad&#233; approximation [<xref ref-type="bibr" rid="scirp.64937-ref4">4</xref>] :</p><disp-formula id="scirp.64937-formula842"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x12.png"  xlink:type="simple"/></disp-formula><p>Then, G(s) is approximated as</p><disp-formula id="scirp.64937-formula843"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x13.png"  xlink:type="simple"/></disp-formula><p>The characteristic equation of the system is obtained by adding numerator and denominator of Equation (7):</p><disp-formula id="scirp.64937-formula844"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x14.png"  xlink:type="simple"/></disp-formula><p>It is necessary to find the value of the static gain K<sub>e</sub> where a pair of complex conjugate roots reaches the imaginary axis and the system becomes oscillatory with a natural frequency w<sub>n</sub>.</p><p>For readability, each coefficient of Equation (8) is identified as C<sub>i</sub>. It is then</p><disp-formula id="scirp.64937-formula845"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x15.png"  xlink:type="simple"/></disp-formula><p>To be sure that the roots of this equation are in the left half-plane, a first requirement is that all coefficients are positive. In other words, a limit gain K<sub>e</sub> can be found when any of these coefficients are set to zero. The only one who is able to accomplish this is C<sub>2</sub>:</p><disp-formula id="scirp.64937-formula846"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x16.png"  xlink:type="simple"/></disp-formula><p>Solving for K<sub>e</sub>, a first value K<sub>el</sub><sub>1</sub> of a limit gain is then obtained:</p><disp-formula id="scirp.64937-formula847"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x17.png"  xlink:type="simple"/></disp-formula><p>Now it must be determined if other values of K<sub>e</sub> can produce imaginary roots in Equation (8). The Routh arrangement [<xref ref-type="bibr" rid="scirp.64937-ref5">5</xref>] of the characteristic equation is constructed for this purpose:</p><disp-formula id="scirp.64937-formula848"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x18.png"  xlink:type="simple"/></disp-formula><p>As stated in Rooth-Hurwitz criterion [<xref ref-type="bibr" rid="scirp.64937-ref6">6</xref>] , the system poles are in the left half plane if there are no sign changes in the first column of the array, and the point where a root is located over the imaginary axis can be found by canceling any of its elements. The only element that is able to be null is the one for s<sup>1</sup>. Therefore, and considering that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-7402653x19.png" xlink:type="simple"/></inline-formula> is always positive, the condition can be written as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-7402653x20.png" xlink:type="simple"/></inline-formula>.</p><p>This corresponds to</p><disp-formula id="scirp.64937-formula849"><label>(13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x21.png"  xlink:type="simple"/></disp-formula><p>Solving this equation for K<sub>e</sub>, there are two new values K<sub>el</sub><sub>2</sub> wherein the real part of the roots is canceled:</p><disp-formula id="scirp.64937-formula850"><label>(14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x22.png"  xlink:type="simple"/></disp-formula><p>It is easy to show that K<sub>el</sub><sub>2a</sub> meets the condition of being positive and is also lower than the value of K<sub>el</sub><sub>1</sub> given by Equation (11). Therefore K<sub>el</sub><sub>2a</sub> shall be the gain value that defines the point of oscillation of the system.</p><p>Then, to find the oscillation frequency of the system, K<sub>el</sub><sub>2a</sub> can be replaced into the characteristic Equation (8) and solving it for the values of s, which should be imaginary. However, this way the algebra becomes somewhat tangled. Therefore a property of polynomials is used, which states that secondary equations of the Routh arrangement (12) have roots that satisfy the characteristic equation. In particular, the auxiliary equation corresponding to s<sup>2</sup> does not have odd powers, so it has symmetric roots with imaginary values:</p><disp-formula id="scirp.64937-formula851"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x23.png"  xlink:type="simple"/></disp-formula><p>The roots of this equation are</p><disp-formula id="scirp.64937-formula852"><label>(16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x24.png"  xlink:type="simple"/></disp-formula><p>So the natural angular frequency w<sub>n</sub> is</p><disp-formula id="scirp.64937-formula853"><label>(17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x25.png"  xlink:type="simple"/></disp-formula><p>Now, in this equation the gain K<sub>e</sub> must be replaced by the value K<sub>el</sub><sub>2a</sub> that brings the system to the oscillation, obtained in Equation (14). This leads to</p><disp-formula id="scirp.64937-formula854"><label>(18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x26.png"  xlink:type="simple"/></disp-formula><p>In most industrial systems the pure delay T<sub>u</sub> is significantly lower than the time constant T<sub>g</sub>, i.e.<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/6-7402653x27.png" xlink:type="simple"/></inline-formula>. So T<sub>u</sub> can be omitted when appears beside T<sub>g</sub> in Equation (18). With this consideration, w<sub>n</sub> is expressed approximately as</p><disp-formula id="scirp.64937-formula855"><label>(19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/6-7402653x28.png"  xlink:type="simple"/></disp-formula><p>This value is almost coincident with the stated by Equation (4), which finally proof the hypothesis in Equation (1).</p></sec><sec id="s3"><title>Cite this paper</title><p>DanielChuk,Gustavo RodriguezMedina, (2016) On the Relationship between the Pure Delay and the Natural Period of Oscillation. Applied Mathematics,07,504-507. doi: 10.4236/am.2016.76046</p></sec></body><back><ref-list><title>References</title><ref id="scirp.64937-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">O’Dwyer, A. 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