<?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">JAMP</journal-id><journal-title-group><journal-title>Journal of Applied Mathematics and Physics</journal-title></journal-title-group><issn pub-type="epub">2327-4352</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jamp.2019.73040</article-id><article-id pub-id-type="publisher-id">JAMP-91262</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>
 
 
  Active Control of Chaotic Oscillations in Nonlinear Chemical Dynamics
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Dagbégnon</surname><given-names>Luc Olabodé</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>Clément</surname><given-names>Hodévèwan Miwadinou</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>Adjimon</surname><given-names>Vincent Monwanou</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>Batablinlè</surname><given-names>Lamboni</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jean</surname><given-names>Bio Chabi Orou</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff3"><addr-line>Institut de Mathématiques et de Sciences Physiques (IMSP), Porto-Novo, Bénin</addr-line></aff><aff id="aff2"><addr-line>Département de Physique, ENS-Natitingou, UNSTIM, Abomey, Bénin</addr-line></aff><aff id="aff1"><addr-line>Laboratoire de Mécanique des Fluides, de la Dynamique Nonlinéaire et de la Modélisation des Systèmes Biologiques (LMFDNMSB); Institut de Mathématiques et de Sciences Physiques (IMSP), Porto-Novo, Bénin</addr-line></aff><pub-date pub-type="epub"><day>08</day><month>03</month><year>2019</year></pub-date><volume>07</volume><issue>03</issue><fpage>547</fpage><lpage>558</lpage><history><date date-type="received"><day>15,</day>	<month>February</month>	<year>2019</year></date><date date-type="rev-recd"><day>17,</day>	<month>March</month>	<year>2019</year>	</date><date date-type="accepted"><day>20,</day>	<month>March</month>	<year>2019</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>
 
 
  <b>Abstract:</b>
   This work studies the active control of chemical oscillations governed by a forced modified Van der Pol-Duffing oscillator. We considered the dynamics of nonlinear chemical systems subjected to an external sinusoidal excitation. The approximative solution to the first order of the modified Van der Pol-Duffing oscillator is found using the Lindstedt’s perturbation method. The harmonic balance method is used to find the amplitudes of the oscillatory states of the system under control. The effects of the constraint parameter and the control parameter<b> </b>of the model on the amplitude of oscillations are presented. The effects of the active control on the behaviors of the model are analyzed and it appears that with the appropriate selection of the coupling parameter, the chaotic behavior of the model has given way to periodic movements. Numerical simulations are used to validate and complete the analytical results obtained.
 
</p></abstract><kwd-group><kwd>Forced Modified Van der Pol-Duffing Oscillator</kwd><kwd> Chemical Dynamics</kwd><kwd> Active Control and Bifurcations</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Since the discovery of chaos in the 20th century, the chaos has been recognized as a very interesting behavior in nonlinear dynamical systems [<xref ref-type="bibr" rid="scirp.91262-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.91262-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.91262-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.91262-ref4">4</xref>] ; according to the domain, it is sometimes useful [<xref ref-type="bibr" rid="scirp.91262-ref5">5</xref>] or undesirable. The control from this chaos in nonlinear oscillations became a very important concern for scientists because of its multiple applications in various fields such as Physics, Chemistry, Biochemistry, Biology, etc. [<xref ref-type="bibr" rid="scirp.91262-ref6">6</xref>] - [<xref ref-type="bibr" rid="scirp.91262-ref11">11</xref>] . In nonlinear systems, several types of movement can be obtained, depending on the nature of the non-linearity, the choice of parameters and initial conditions considered. For potential applications, it has been found necessary to control or eliminate chaotic oscillations in some systems. In order to achieve this goal, several control techniques such as passive, active and semi-active controls are chosen and used according to the nature of the problem considered. An exhaustive review of the description and most important results of active control are given in Refs [<xref ref-type="bibr" rid="scirp.91262-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.91262-ref12">12</xref>] - [<xref ref-type="bibr" rid="scirp.91262-ref19">19</xref>] . In-depth study using passive control technique is done on nonlinear chemical systems and the most important results are given in Ref. [<xref ref-type="bibr" rid="scirp.91262-ref10">10</xref>] . The class of nonlinear chemicals reactions considered is that of Belousov-Zhabotinsky (BZ). The nonlinear oscillations of the chemical reactions of BZ can be modeled by a modified Van der Pol-Duffing oscillator [<xref ref-type="bibr" rid="scirp.91262-ref20">20</xref>] . Our goal in this work is to make active control of nonlinear oscillations of this class of chemical reactions of BZ by coupling the Forced modified Van der Pol-Duffing oscillator to a linear oscillator [<xref ref-type="bibr" rid="scirp.91262-ref13">13</xref>] which will be used as a control element. The organization of this paper is as follows: Section 2 presents the mathematical modeling of nonlinear chemical oscillations influenced by external sinusoidal excitation under an active control process. In Section 3, Lindstedt’s perturbation method and harmonic balance method are used to determine respectively the analytical solution of the modified Van der Pol-Duffing oscillator and the amplitude of the oscillatory states of the system under control. The effects of the constraint parameter β and the control parameter λ on the amplitude of oscillations are also presented. Section 4 discusses the effects of the active control process on the chaotic dynamic states of the system. The conclusion is presented in the last section.</p></sec><sec id="s2"><title>2. Model and Equation of Oscillations</title><p>This work takes into account all nonlinear chemical systems as a kinetic example which can be described by the following equations [<xref ref-type="bibr" rid="scirp.91262-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.91262-ref21">21</xref>] [<xref ref-type="bibr" rid="scirp.91262-ref22">22</xref>]</p><disp-formula id="scirp.91262-formula48"><label>(1)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x2.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.91262-formula49"><label>(2)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x3.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.91262-formula50"><label>(3)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x4.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.91262-formula51"><label>(4)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x5.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.91262-formula52"><label>(5)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x6.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.91262-formula53"><label>(6)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x7.png"  xlink:type="simple"/></disp-formula><p>When we assume that the sink of the product is a first order reaction and we base ourselves that the laws of mass action and conservation, we get after some mathematical transformations that the self-oscillations in some nonlinear chemical systems can be modelised by the following single second order differential equation [<xref ref-type="bibr" rid="scirp.91262-ref10">10</xref>] - [<xref ref-type="bibr" rid="scirp.91262-ref20">20</xref>] :</p><disp-formula id="scirp.91262-formula54"><label>(7)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x8.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="/html.scirp.org/file/8-1721480x9.png" xlink:type="simple"/></inline-formula> is proportional to the concentration of species X and represents the displacement. <inline-formula><inline-graphic xlink:href="/html.scirp.org/file/8-1721480x10.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="/html.scirp.org/file/8-1721480x11.png" xlink:type="simple"/></inline-formula> are the velocity and acceleration respectively. Parameters &#181;, α and γ respectively denote the damping coefficient, linear and cubic nonlinear restoring parameters. The nonlinear parameter β mark the difference between the oscillator equation Equation (7) and the equation of classical Van der Pol-Duffing oscillator. Many dynamic behaviors are obtained when the system is subject to an external sinusoidal excitation [<xref ref-type="bibr" rid="scirp.91262-ref20">20</xref>] and in this case the dynamics of the model is modeled by the following equation:</p><disp-formula id="scirp.91262-formula55"><label>(8)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x12.png"  xlink:type="simple"/></disp-formula><p>It has been noticed the presence of chaotic behaviors of this model [<xref ref-type="bibr" rid="scirp.91262-ref20">20</xref>] . Our main objective of the work is to limit the undesirable effects of external excitation by using the active control strategy. To achieve this goal of reduce the amplitude of the vibration and suppress nonperiodic movements in the model given by Equation (8), we use the following linear oscillator [<xref ref-type="bibr" rid="scirp.91262-ref13">13</xref>] for control element:</p><disp-formula id="scirp.91262-formula56"><label>(9)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x13.png"  xlink:type="simple"/></disp-formula><p>where y is the control force and λ the control gain parameters, ω the free frequency of the linear oscillator and η the damping coefficient. Accordingly, the equation of the nonlinear chemical system under such a control scheme becomes:</p><disp-formula id="scirp.91262-formula57"><graphic  xlink:href="//html.scirp.org/file/8-1721480x14.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.91262-formula58"><label>(10)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x15.png"  xlink:type="simple"/></disp-formula></sec><sec id="s3"><title>3. Effects of the Control on the Amplitude of Harmonic Oscillations</title><p>Without the external sinusoidal excitation force, Equation (7) is solved using the Lindstedt’s perturbation method [<xref ref-type="bibr" rid="scirp.91262-ref23">23</xref>] [<xref ref-type="bibr" rid="scirp.91262-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.91262-ref25">25</xref>] . We get that the solution of Equation (7) can be approached by:</p><disp-formula id="scirp.91262-formula59"><label>(11)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x16.png"  xlink:type="simple"/></disp-formula><p>where the frequency ω is given by</p><disp-formula id="scirp.91262-formula60"><label>(12)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x17.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.91262-formula61"><label>(13)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x18.png"  xlink:type="simple"/></disp-formula><p>With the external sinusoidal excitation force, assuming that the fundamental component of the solutions has the period of the external excitation, we express the solution ζ as follows:</p><disp-formula id="scirp.91262-formula62"><label>(14)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x19.png"  xlink:type="simple"/></disp-formula><p>To determine the amplitude of the vibration of the chemical system under control, we use the harmonic balance method [<xref ref-type="bibr" rid="scirp.91262-ref25">25</xref>] . For this fact, we introduce the expression of ζ defined by Equation (14) in the second equation of the system of Equations (10) and we get the following:</p><disp-formula id="scirp.91262-formula63"><label>(15)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x20.png"  xlink:type="simple"/></disp-formula><p>with</p><disp-formula id="scirp.91262-formula64"><graphic  xlink:href="//html.scirp.org/file/8-1721480x21.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.91262-formula65"><graphic  xlink:href="//html.scirp.org/file/8-1721480x22.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.91262-formula66"><graphic  xlink:href="//html.scirp.org/file/8-1721480x23.png"  xlink:type="simple"/></disp-formula><p>Then, inserting the Equation (15) in the first equation of the system of Equations (10) gives us:</p><disp-formula id="scirp.91262-formula67"><label>(16)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x24.png"  xlink:type="simple"/></disp-formula><p>When we introduce the expression (14) in Equation (16) and equalize the coefficient of the terms in sinus and cosine, we obtain after a few algebraic manipulations the following differential equation satisfied by the amplitude A<sub>c</sub> of the oscillatory states</p><disp-formula id="scirp.91262-formula68"><label>(17)</label><graphic position="anchor" xlink:href="//html.scirp.org/file/8-1721480x25.png"  xlink:type="simple"/></disp-formula><p>It is noted that control is effective when amplitude A<sub>c</sub> of vibration of the system under control is lower than amplitude A<sub>nc</sub> of oscillations of the uncontrolled system obtained for λ = 0. We determine the domain of the parameter of control λ for which control is effective by solving Equation (17) with the Newton-Raphson algorithm. The amplitude A<sub>c</sub> obtained from this resolution is plotted on <xref ref-type="fig" rid="fig1">Figure 1</xref> by varying the control parameter λ. It appears from this plot that the control is effective for <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/8-1721480x26.png" xlink:type="simple"/></inline-formula> when β = 0.008; <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/8-1721480x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/8-1721480x27.png" xlink:type="simple"/></inline-formula>when β = 0.3 and <inline-formula><inline-graphic xlink:href="//html.scirp.org/file/8-1721480x26.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/8-1721480x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/8-1721480x28.png" xlink:type="simple"/></inline-formula> when β = 0.4. The behavior of the amplitude A<sub>c</sub> is also observed when the amplitude of the external excitation E is varied. The existence of the phenomenon of hysteresis and of the jump amplitude of the harmonic oscillations has been noticed in the system under control. We notice the disappearance of these phenomena with the increase of the control parameter λ (see <xref ref-type="fig" rid="fig2">Figure 2</xref>) and also with the increase of the constraint parameter β (see <xref ref-type="fig" rid="fig3">Figure 3</xref>). We therefore retain that the control parameter λ and the constraint parameter β can be used to effectively control the phenomena of hysteresis and jump amplitude of the harmonic oscillations in some nonlinear chemical systems.</p></sec><sec id="s4"><title>4. Effects of the Control on the Chaotic Oscillations of Model</title><p>The conditions for suppressing chaotic oscillations or instabilities in the modified and forced Van der Pol-Duffing oscillator coupled to the considered linear oscillator are investigated by doing the numerical simulation of the Equation (10). <xref ref-type="fig" rid="fig4">Figure 4</xref> and <xref ref-type="fig" rid="fig5">Figure 5</xref> illustrate the effects of the coupling parameter λ on the bifurcation structure when E et β vary respectively. We notice the appearance of different structures of bifurcation on each of these figures when the coupling parameter varies. <xref ref-type="fig" rid="fig4">Figure 4</xref> shows periodic, quasiperiodic and chaotic movements for<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/8-1721480x32.png" xlink:type="simple"/></inline-formula>; periodic and chaotic movements for λ = 1.20 and periodic oscillations for λ = 1.705. <xref ref-type="fig" rid="fig5">Figure 5</xref> shows periodic, quasiperiodic and chaotic movements for<inline-formula><inline-graphic xlink:href="//html.scirp.org/file/8-1721480x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="//html.scirp.org/file/8-1721480x33.png" xlink:type="simple"/></inline-formula>; periodic and quasiperiodic movements for λ = 0.28 and periodic oscillations for λ = 0.40. <xref ref-type="fig" rid="fig6">Figure 6</xref> shows the effect of the constraint parameter β on the bifurcation structure when the control parameter λ varies. We notice the appearance of the undesirable effects when β becomes big. By representing the phase portraits and its corresponding Time history (see Figures 7-9) of the system under control using the system of Equations (10), we checked the predictions of bifurcation diagrams. A confirmation of the predictions of bifurcation diagrams is thus obtained. We therefore note that for a given set of model parameters when the control parameter evolves, the undesirable oscillations of the oscillator pass to periodic oscillations and also, the control is more effective in chemical dynamics for low values of β.</p></sec><sec id="s5"><title>5. Conclusion</title><p>In this paper we have investigated the active control of chaotic oscillations in certain nonlinear chemical dynamics. We have considered chemical dynamics modeled by a modified Van der Pol-Duffing oscillator subjected to external periodic</p><p>excitation. The model has been described and the corresponding equation presented. The Lindstedt’s perturbation method is used to find an analytic solution of the modified Van der Pol-Duffing oscillator. The amplitudes of the oscillatory states of the system under control have been found using the harmonic balance method. In the dynamics of the model under control, we noticed the appearance of the phenomena of hysteresis and jump amplitude, which is effectively controlled by the control parameter λ and the constraint parameter β. Active control is used to limit the presence of unwanted behaviors in the system. We have found the appropriate coupling parameter for which the linear oscillator effectively reduces the amplitude of the modified Van der Pol-Duffing oscillator. For a set of fixed values of the model parameters it was noted that the chaotic behavior of this oscillator has given way to periodic movements under the effect of active control.</p></sec><sec id="s6"><title>Acknowledgements</title><p>The author thanks IMSP-UAC, DAAD for financial support and the anonymous referees whose useful criticisms, comments and suggestions have helped strengthen the content and the quality of the paper.</p></sec><sec id="s7"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s8"><title>Cite this paper</title><p>Olabod&#233;, D.L., Miwadinou, C.H., Monwanou, A.V., Lamboni, B. and Orou, J.B.C. (2019) Active Control of Chaotic Oscillations in Nonlinear Chemical Dynamics. Journal of Applied Mathematics and Physics, 7, 547-558. https://doi.org/10.4236/jamp.2019.73040</p></sec></body><back><ref-list><title>References</title><ref id="scirp.91262-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Epstein, I.R. and Showalter, K. (1996) Nonlinear Chemical Dynamics: Oscillations, Patterns, and Chaos. Journal of Physical Chemistry, 100, 13132-13147. https://doi.org/10.1021/jp953547m</mixed-citation></ref><ref id="scirp.91262-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Enjieu Kadji, H.G., Chabi Orou, J.B. and Woafo, P. (2008) Regular and Chaotic Behaviors of Plasma Oscillations Modeled by a Modified Duffing Equation. 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