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Modeling and simulation analysis of solid oxide fuel cell system for marine equipment

机译:船舶设备固体氧化物燃料电池系统建模与仿真分析

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Temperature management is very important for solid oxide fuel cell (SOC) power generation system, and need to first establish accurate thermal management model to simulate the working principle of the system. SOFC system is a nonlinear, multivariable, strongly coupled system, which is difficult to establish with traditional methods. In this paper, the SOFC system model is constructed based on Back-Propagation neural network, which the PID control is added on, and the closed-loop control system is analyzed. Through experimental analysis and comparison, it is found that the prediction accuracy is high and the added PID control algorithm has strong anti-interference ability.
机译:温度管理对于固体氧化物燃料电池(SOC)发电系统非常重要,并且需要首先建立准确的热管理模型来模拟系统的工作原理。 SOFC系统是非线性,多变量的强耦合系统,难以建立传统方法。在本文中,基于反向传播神经网络构造的SOFC系统模型,该PID控制被添加开启,分析了闭环控制系统。通过实验分析和比较,发现预测精度高,增加的PID控制算法具有强烈的抗干扰能力。

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