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基于模糊控制与微粒群优化的混合动力客车控制策略的研究 被引量:10

A Study on the Control Strategy for Hybrid Electric Bus Based on Fuzzy Control and Particle Swarm Optimization
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摘要 为一辆混合动力客车(HEB)提出了一种模糊控制与微粒群优化相结合的控制策略。构建了以需求转矩与发动机最佳转矩之差和超级电容荷电状态为输入,以发动机转矩为输出的模糊控制器,并以等效燃油消耗为优化目标,利用微粒群算法对模糊隶属度函数和模糊控制规则进行优化。基于Matlab/Advisor建立了HEB模糊控制策略模型和整车模型,并进行HEB整车动力性和经济性分析。结果表明所提出的控制策略能够满足HEB的设计要求,等效燃油消耗量约降低了10.1%。 A control strategy combining fuzzy control and particle swarm optimization(PSO) is proposed for a hybrid electric bus(HEB).A fuzzy controller is constructed with the difference between the requested torque and optimal engine torque and the state of charge of super capacitor as inputs,and the engine torque as output.With equivalent fuel consumption as optimization objective,the fuzzy membership functions and fuzzy control rules are optimized by PSO.The models for fuzzy control strategy and HEB are established based on Matlab/Advisor,and the power performance and fuel economy of HEB are analyzed.The results showed that the control strategy can meet the design requirements of HEB with equivalent fuel consumption reduces by some 10.1%.
出处 《汽车工程》 EI CSCD 北大核心 2011年第7期553-557,共5页 Automotive Engineering
基金 国家"863"节能与新能源汽车重大项目(2008AA11A139)资助
关键词 混合动力客车 微粒群优化 模糊控制策略 HEB PSO fuzzy control strategy
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参考文献8

  • 1Farzad Rajaei Salrnasi. Control Strategies for Hybrid Electric Vehi- cles : Evolution, Classification, Comparison, and Future Trends [J]. IEEE Transactions on Vehicular Technology,2007 (5) :2393 2404.
  • 2Lin Chan-Chiao, Peng Huei, Jessy J W, et al. Power Management Strategy for a Parallel Hybrid Electric Truck [ J ]. IEEE Trans. on Control Systems Technology,2003,38 ( 11 ) : 839 - 849.
  • 3吴剑,张承慧,崔纳新.基于粒子群优化的并联式混合动力汽车模糊能量管理策略研究[J].控制与决策,2008,23(1):46-50. 被引量:30
  • 4Ho S L, Yang Shiyou, Ni Guangzheng. A Particle Swarm Optimi- zation-Based Method for Multi-objective Design Optimizations[ J ]. IEEE Transactions on Agnetics,2005,41 (5) :1754 -1759.
  • 5资新运,杜常清,张增建,颜伏伍.混合动力汽车模糊逻辑转矩管理策略仿真[J].武汉理工大学学报(信息与管理工程版),2008,30(4):561-564. 被引量:6
  • 6陈健,李彦,吴亚祥,廖荣福.混合动力电动汽车模糊逻辑控制策略的研究与仿真[J].汽车工程,2006,28(4):322-326. 被引量:17
  • 7Langari R, Won J S. Intelligent Energy Management Agent for a Parallel Hybrid Vehicle-partl : System Architecture and Design of the Driving Situation Identification Process[ J]. IEEE Transactions on Vehicular Technology,2005,54 ( 3 ) :925 - 934.
  • 8中国国家标准化管理委员会.GB/T19754-2005重型混合动力电动汽车能量消耗量试验方法[s].北京:中国标准出版社,2005.

二级参考文献26

  • 1李争,赵涛,姜卫东,倪有源.并联式混合动力电动汽车模糊控制策略的仿真研究[J].公路交通科技,2005,22(2):126-130. 被引量:9
  • 2于秀敏,曹珊,李君,高莹,杨世春,钟祥麟,孙平.混合动力汽车控制策略的研究现状及其发展趋势[J].机械工程学报,2006,42(11):10-16. 被引量:94
  • 3邓亚东,陈田俊,苏楚奇.并联混合动力驱动系统模糊控制策略研究[J].武汉理工大学学报,2007,29(6):134-136. 被引量:9
  • 4CHAN C C.The State of the Art of Electric and Hybrid Vehicles[J].Proceedings of the IEEE,2002,90(2):247 -275.
  • 5Brahma Avra,Glenn Bradley,Guezennec Yann,et al.Modeling,Performance Analysis and Control Design of a Hybrid Sport-Utility Vehicle[C].Proceedings of the 1999 IEEE International Conference on Control Applications,1999.
  • 6Johnson Valerie H,Wipke Keith B,Rausen David J.HEV Control Strategy for Real-Time Optimization of Fuel Economy and Emissions[C].SAE Paper 2000-01-1543.
  • 7Sebastien Delprat,Jimmy Lauber,Thierry Marie Guerra,et al.Optimal Control of Parallel Hybrid Electric Vehicle[J].IEEE Transaction on Vehicular Technology,2004,12 (3):872 -881.
  • 8Schouten Niels J,Salman Mutasim A,Kheir Naim A.Fuzzy Logic Control for Parallel Hybrid Vehicles[J].IEEE Transactions on Control Systems Technology,2002,10 (3):460-468.
  • 9Langari Reza,Won Jong-Seob.Intelligent Energy Management for Hybrid Vehicles via Drive Cycle Pattern Analysis and Fuzzy Logic Torque Distribution[C].Proceedings of the 2003 IEEE International Symposium on Intelligent Control,2003.
  • 10Baumann Bernd M,Washington Gregory,Glenn Bradley C,et al.Mechatronic Design and Control of Hybrid Electric Vehicles[J].IEEE/ASME Transactions on Mecharonics,2000,5 (1):58 -72.

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