A Particle Swarm Optimal Control Method for DC Motor by Considering Energy Consumption

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href="https://publications.waset.org/search?q=Jing%20Zhang"> Jing Zhang</a>, <a href="https://publications.waset.org/search?q=Zuolei%20Hu"> Zuolei Hu</a> </p> <p class="card-text"><strong>Abstract:</strong></p> <p>In the actual start-up process of DC motors, the DC drive system often faces a conflict between energy consumption and acceleration performance. To resolve the conflict, this paper proposes a comprehensive performance index that energy consumption index is added on the basis of classical control performance index in the DC motor starting process. Taking the comprehensive performance index as the cost function, particle swarm optimization algorithm is designed to optimize the comprehensive performance. Then it conducts simulations on the optimization of the comprehensive performance of the DC motor on condition that the weight coefficient of the energy consumption index should be properly designed. The simulation results show that as the weight of energy consumption increased, the energy efficiency was significantly improved at the expense of a slight sacrifice of fastness indicators with the comprehensive performance index method. The energy efficiency was increased from 63.18% to 68.48% and the response time reduced from 0.2875s to 0.1736s simultaneously compared with traditional proportion integrals differential controller in energy saving.</p> <iframe src="https://publications.waset.org/10011602.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Comprehensive%20performance%20index" title="Comprehensive performance index">Comprehensive performance index</a>, <a href="https://publications.waset.org/search?q=energy%20consumption" title=" energy consumption"> energy consumption</a>, <a href="https://publications.waset.org/search?q=acceleration%20performance" title=" acceleration performance"> acceleration performance</a>, <a href="https://publications.waset.org/search?q=particle%20swarm%20optimal%20control." title=" particle swarm optimal control. "> particle swarm optimal control. </a> </p> <a href="https://publications.waset.org/10011602/a-particle-swarm-optimal-control-method-for-dc-motor-by-considering-energy-consumption" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/10011602/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/10011602/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/10011602/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/10011602/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/10011602/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/10011602/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/10011602/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/10011602/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/10011602/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/10011602/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/10011602.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">643</span> </span> <p class="card-text"><strong>References:</strong></p> <br>[1] Ren Xingquan,"The application of modern control theory in electr-ic drive system, "Metallurgical automation, no.4, pp.34-40,65,1985. <br>[2] Ren Xingquan, “Application of optimal control theory in electric d-rag system-optimal control of electric drag,” Control engineering, no.4, pp.1-7,1994. <br>[3] Hu Zhongji, Zheng Fangjing, Lin Dongqing, etc. "Minimum energy consumption control for dynamic systems," Metallurgical automation, no.5, pp.31-34,1982. <br>[4] Tong Tiaosheng,"The minimum energy consumption control of armature inductor and the algorithm of singular solution are considered, "Journal of automation, vol.14, no.3, pp.199-206,1988. <br>[5] Yamashita M, Fujisawa K, Fukuda M, et al. 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A Particle Swarm Optimal Control Method for DC Motor by Considering Energy Consumption