Adaptive Coordinated Control for Nonlinear PEM Fuel Cell Air Supply Systems

IF 7.2 1区 工程技术 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Industrial Electronics Pub Date : 2024-10-22 DOI:10.1109/TIE.2024.3468708
Nana Fan;Xiaoyu Guo;Chenliang Wang;Zhen Dong;Lu Liu;Jun Yang
{"title":"Adaptive Coordinated Control for Nonlinear PEM Fuel Cell Air Supply Systems","authors":"Nana Fan;Xiaoyu Guo;Chenliang Wang;Zhen Dong;Lu Liu;Jun Yang","doi":"10.1109/TIE.2024.3468708","DOIUrl":null,"url":null,"abstract":"Simultaneous control of the oxygen excess ratio (OER) and cathode pressure is crucial in ensuring the dynamic performance and durability of proton exchange membrane fuel cells (PEMFCs). However, it is challenging to perform coordinated multivariable control due to the complex nonlinearity and strong coupling characteristics of the air supply model. Most existing results rely on system linearization techniques, which omit important system dynamics. Moreover, parametric uncertainties caused by dynamic operating conditions could also affect controller performance. In this article, a novel adaptive backstepping control scheme is proposed for coordinated regulation of air flow rate and cathode pressure. Different from existing approaches, our proposed scheme eliminates the necessity for linearization, and allows all model parameters to be uncertain. Novel adaptive laws that leverage prior system information improve the adaptability of the proposed strategy. Experimental results on a hardware-in-the-loop platform and an air supply platform demonstrate the effectiveness of the proposed scheme.","PeriodicalId":13402,"journal":{"name":"IEEE Transactions on Industrial Electronics","volume":"72 5","pages":"5312-5321"},"PeriodicalIF":7.2000,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industrial Electronics","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10726918/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

Simultaneous control of the oxygen excess ratio (OER) and cathode pressure is crucial in ensuring the dynamic performance and durability of proton exchange membrane fuel cells (PEMFCs). However, it is challenging to perform coordinated multivariable control due to the complex nonlinearity and strong coupling characteristics of the air supply model. Most existing results rely on system linearization techniques, which omit important system dynamics. Moreover, parametric uncertainties caused by dynamic operating conditions could also affect controller performance. In this article, a novel adaptive backstepping control scheme is proposed for coordinated regulation of air flow rate and cathode pressure. Different from existing approaches, our proposed scheme eliminates the necessity for linearization, and allows all model parameters to be uncertain. Novel adaptive laws that leverage prior system information improve the adaptability of the proposed strategy. Experimental results on a hardware-in-the-loop platform and an air supply platform demonstrate the effectiveness of the proposed scheme.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
非线性 PEM 燃料电池供气系统的自适应协调控制
同时控制氧过剩比(OER)和阴极压力是保证质子交换膜燃料电池(pemfc)动态性能和耐久性的关键。然而,由于送风模型的复杂非线性和强耦合特性,对多变量协调控制提出了挑战。大多数现有的结果依赖于系统线性化技术,忽略了重要的系统动力学。此外,动态运行条件引起的参数不确定性也会影响控制器的性能。本文提出了一种新的自适应反步控制方案,以协调调节空气流量和阴极压力。与现有方法不同,我们提出的方案消除了线性化的必要性,并允许所有模型参数都是不确定的。利用先验系统信息的新自适应律提高了所提策略的适应性。在硬件在环平台和送风平台上的实验结果验证了该方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
IEEE Transactions on Industrial Electronics
IEEE Transactions on Industrial Electronics 工程技术-工程:电子与电气
CiteScore
16.80
自引率
9.10%
发文量
1396
审稿时长
6.3 months
期刊介绍: Journal Name: IEEE Transactions on Industrial Electronics Publication Frequency: Monthly Scope: The scope of IEEE Transactions on Industrial Electronics encompasses the following areas: Applications of electronics, controls, and communications in industrial and manufacturing systems and processes. Power electronics and drive control techniques. System control and signal processing. Fault detection and diagnosis. Power systems. Instrumentation, measurement, and testing. Modeling and simulation. Motion control. Robotics. Sensors and actuators. Implementation of neural networks, fuzzy logic, and artificial intelligence in industrial systems. Factory automation. Communication and computer networks.
期刊最新文献
Design and Analysis of a High-Torque-Density Brushless Hybrid Magnet Vernier Machine With Reduced Rare-Earth Material Speed-Adaptation QGI-CESO Based ADRC for IPMSM Sensorless Drives Under Dynamic SHEPWM Mode Transitions Talkative Power Converter-Based Smart Battery Module for Intercell Balancing and Communication Analysis of a Halbach-Array Dual Permanent Magnet Vernier Machine With High Torque Density and Low Loss Design and Analysis of a Single-Phase Multilevel AC–AC Converter With Inherent Commutation
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1