期刊文献+

基于捕食搜索策略的混合动力汽车参数优化

Parameters Optimization of Hybrid Electric Vehicle Based on Prey Search Genetic Algorithms
下载PDF
导出
摘要 混合动力汽车模型是一个较复杂的非线性系统,且设计参数较多,为一种处理燃油经济性和排放的多目标问题。文章以一辆实例样车的动力系统和逻辑门限值控制策略为例,分析并建立了以动力性能为控制约束,以最小化油耗和排放为控制目标的非线性规划模型。采用捕食搜索遗传算法,对模型进行了仿真。结果表明,该方法相对于简单遗传算法更能有效地改善车辆燃油经济性和排放。 Hybrid electric vehicle (HEV) model, a complex nonlinear system and with a large number of parameters, constitutes a new multi-objective optimization scheme. Taking power train and a logic threshold control strategy of a real vehicle as an example, with the objective functions of minimizing both fuel consumption and emission as well as a constraint of power performance, a nonlinear programming model for optimization on HEV parameters is set up, Applying the Prey Search Genetic Algorithm (PSGA), this paper simulates the model and the results indicate that the PSGA can improve fuel economy and reduce emissions more effectively compared with the Simple Genetic Algorithm (SGA)
出处 《天津汽车》 2010年第1期35-37,共3页 Tianjin AUTO
关键词 捕食搜索策略遗传算法 混合动力汽车 多目标优化 Prey Search Genetic Algorithms (PSGA) HEV Multi-objective
  • 相关文献

参考文献4

二级参考文献22

  • 1陈志翔,殷树言,卢振洋.基于遗传模拟退火算法的弧焊机器人系统协调路径规划[J].机械工程学报,2005,41(2):194-198. 被引量:12
  • 2浦金欢,殷承良,张建武.遗传算法在混合动力汽车控制策略优化中的应用[J].中国机械工程,2005,16(7):648-652. 被引量:37
  • 3张晓缋,方浩,戴冠中.遗传算法的编码机制研究[J].信息与控制,1997,26(2):134-139. 被引量:93
  • 4Fang Licun, Qin Shiyin. Concurrent Optimization for Parameters of Powearain and Control System of Hybrid Electric Vehicle Based on Multi-Objective Genetic Algorithms [ C ]//SICE-ICASE International Joint Conference 2006. Bexco, Korea, Oct 2006.
  • 5Gakdi V, Ippolite L, Piccolo A, et al. Evaluation of Emissions Influence on Hybrid Electric Vehicles Sizing[ C]//Process Of International Conference on Power Electronics, Electrical Drives, Advanced Machines and Power Quality (SPEEDAM2000), 2000 (A4) :1 -7.
  • 6Gao Wenzhong, Porandla S K. Design Optimization of a Parallel Hybrid Electric Powertrain [ C]//IEEE Conference on Vehicle Power and Propulsion ,2005:530 - 535.
  • 7Wang Zhancheng, Li Weimin. Optimization of Series Hybrid Electric Vehicle Operational Parameters By Simulated Annealing Algorithm[ C]//2007 IEEE International Conference on Control and Automation, Guangzhou, CHINA, May 30 to June 1,2007.
  • 8Huang Bnfu, Wang Zhancheng, Xu Yangsheng. Multi-Objective Genetic Algorithm for Hybrid Electric Vehicle Parameter Optimization [ C ]//Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, Beijing, China, October 2006.
  • 9Borges Carlos C H, Barbosa Helio J C. A Non-generational Genetic Algorithm for Muhiobjective Optimization [ A]. 2000 Congress on Evolutionary Computation[C]. San Diego: IEEE Service Center,2000:172-179.
  • 10刘万辉,田树军,贾春强,曹宇宁.混合遗传-模拟退火算法应用于液压集成块优化设计的研究[J].中国机械工程,2007,18(17):2021-2025. 被引量:3

共引文献100

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部