PRESCRIBED-PERFORMANCE-BASED ADAPTIVE CONTROL FOR HYBRID ENERGY STORAGE SYSTEMS OF BATTERY AND SUPERCAPACITOR IN ELECTRIC VEHICLES

被引:15
|
作者
Liu, Qian [1 ]
Xu, Dezhi [1 ]
Jiang, Bin [2 ]
Ren, Yongfeng [3 ]
机构
[1] Jiangnan Univ, Sch Internet Things Engn, 1800 Lihu Ave, Wuxi 214122, Jiangsu, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, 29 Yudao St, Nanjing 211106, Peoples R China
[3] Inner Mongolia Univ Technol, Sch Energy & Power Engn, 49 Aimin St, Hohhot 010051, Peoples R China
基金
中国国家自然科学基金;
关键词
Battery; Supercapacitor; Projection operator; Adaptive law; Prescribed performance control; REAL-TIME OPTIMIZATION; MANAGEMENT STRATEGY; NONLINEAR-SYSTEMS; POWER MANAGEMENT;
D O I
10.24507/ijicic.16.02.571
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To achieve the desired prescribed dynamic and steady-state responses, a prescribed performance control strategy is proposed in electric vehicle system, whose power system is hybrid energy storage system (HESS). The strategy also adopts adaptive control to estimate unknown parameters. Firstly, mathematical models of HESS are derived and the unknown parameters are defined. Secondly, according to the working characteristics of energy storage units (ESUs), battery and supercapacitor are responsible for supplying power to load in different situations. Then, the performance function is considered as a prescribed range for the current tracking error and the corresponding error transformation is introduced. Meanwhile, under the projection operator adaptive law, unknown parameters can be estimated and control laws can be obtained. In addition, the whole system including models and controller is proved to be stable. Finally, simulation results show the effectiveness and superiority of the proposed control strategy.
引用
收藏
页码:571 / 583
页数:13
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