基于粒子群优化的生物反应器分数阶pi - λ μ a控制器设计

K. Bettou, A. Charef
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引用次数: 3

摘要

提出并研究了分数阶比例-积分-导数-加速度pi λ μ a控制器在生物反应器中的应用。分数阶PIλDμA控制器是一种积分阶和导数阶为分数阶而非整数阶的整数阶pi λ控制器。分数阶PIλDμA控制器的设计阶段包括利用粒子群优化(PSO)算法对积分平方误差(ISE)性能准则进行优化,确定6个参数。用整数阶和分数阶控制器进行比较。仿真结果表明,所提出的分数阶PIλDμA控制器可以提高生物反应器的控制性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal fractional order PIλDμA controller design for bioreactor control using Particle Swarm Optimization
Application of fractional order proportional-integral-derivative-acceleration PIλDμA controller to a bioreactor is presented and studied in this paper. The fractional order PIλDμA controller is an integer order PIDA controller whose integral and derivative orders are fractional numbers rather than integers. Design stage of the fractional order PIλDμA controller consists of determining six parameters through the optimization of the Integral Squared Error (ISE) performance criteria using the Particle Swarm Optimization (PSO) algorithm. Comparisons are made with integer and fractional order controllers. Simulation results show that the proposed fractional order PIλDμA controller can enhance the performance of the bioreactor control.
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