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Nonlinear Grey-Box Modeling and Model Predictive Control for Cascade-Type PEM Fuel Cell Stack

机译:级联型PEM燃料电池堆的非线性灰箱建模和模型预测控制

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In this paper, nonlinear dynamic model and model predictive control (MPC) of a cascade-type polymer electrolyte membrane (PEM) fuel cell stack are presented. The aim of this study is to track the desired voltage trajectory of the dead-end cascade-type PEM fuel cell stack. The stack is integrated with humidifiers and water separators, and both anode side and cathode side of the stack operate in a dead-end mode. The framework of this paper is twofold: i) nonlinear dynamic modeling of the cascade-type PEM fuel cell stack with integrated humidifiers and water separators and validation of the obtained model, ii) designing model predictive controller to attain output tracking. Performance of the controller is validated off-line through experimental tests carried out on 400 W cascade-type PEM fuel cell stack consisting of 4 cells. Results show that the proposed controller tracks the desired trajectory with a high accuracy.
机译:本文提出了级联型高分子电解质膜(PEM)燃料电池堆的非线性动力学模型和模型预测控制(MPC)。这项研究的目的是跟踪无用级联型PEM燃料电池堆的理想电压轨迹。该电池组与加湿器和水分离器集成在一起,并且该电池组的阳极侧和阴极侧均以无用模式运行。本文的框架有两个方面:i)具有加湿器和水分离器的级联型PEM燃料电池堆的非线性动力学建模,以及对所获得模型的验证; ii)设计模型预测控制器以实现输出跟踪。通过对由4个电池组成的400 W级联型PEM燃料电池堆进行的实验测试,可以离线验证控制器的性能。结果表明,所提出的控制器可以高精度地跟踪期望的轨迹。

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