基于遗传算法的非线性PEM燃料电池压力控制分数PIλDµ控制器设计

IF 0.9 Q4 ENGINEERING, CHEMICAL
A. Routh, Sankhadeep Ghosh, M. Rahaman, A. Ghosh
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引用次数: 1

摘要

分数阶动态模型可以比整数阶模型更精确地模拟许多真实场景,并能更准确地描述许多真实的动态过程。考虑了正确的初始条件和平衡点,对七阶非线性质子交换膜燃料电池(PEMFC)模型进行了线性化。我们将负载电流的波动作为影响系统的扰动参数。目标是利用基于遗传算法的分数阶PID控制器找到MIMO系统的控制律。控制器是控制燃料电池性能和效率的关键部件。目标是通过设计一个分数控制器来调整燃料电池反应堆的自然响应,并在面对不确定性和干扰时保持所需的功率输出。验证结果表明,分数阶PIλDµ(FOPID)控制方法比PID控制方法具有更小的超调量和更高的稳定性。此外,还观察到使用所开发的分数PIλDµ(FOPID)控制技术,PEMFC的操作效率提高了2%,响应时间小于0.1 s。图形抽象
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fractional PIλDµ controller design for non-linear PEM fuel cell for pressure control based on a genetic algorithm
ABSTRACT A fractional-order dynamic model could more accurately model many real scenarios than an integer-order model and provide a more accurate description of numerous genuine dynamical processes. A seventh-order nonlinear proton exchange membrane fuel cell (PEMFC) model is linearised in this research, taking into account correct initial conditions and equilibrium points.We consider the fluctuating load current as a disturbance parameter to affect the system. The goal is to find a control law for the MIMO system using a fractional PID controller based on a genetic algorithm. The controller is a critical part of the fuel cell which controls its functioning and efficiency. The goal is accomplished by designing a fractional controller to adjust the natural response of the fuel cell reactor and maintain the desired Power output in the face of uncertainties and disturbances. The validation results demonstrate that the fractional PIλDµ(FOPID) control method has a smaller overshoot and higher stability than the PID control method. Moreover, it is also observed that the operation efficiency of the PEMFC has risen by 2% with a response timing of less than 0.1 s using the developed fractional PIλDµ(FOPID) control technique. GRAPHICAL ABSTRACT
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来源期刊
Indian Chemical Engineer
Indian Chemical Engineer ENGINEERING, CHEMICAL-
CiteScore
3.00
自引率
6.70%
发文量
33
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