Simultaneous observation of hybrid states for cyberphysical systems: a case study of electric vehicle powertrain
Chen Lv; Yahui Liu; Xiaosong Hu; Hongyan Guo; Dongpu Cao; Fei-Yue Wang
Source PublicationIEEE Transactions on Cybernetics
2017
VolumePPIssue:99Pages:1-11
AbstractAs a typical cyber-physical system (CPS), electrified vehicle becomes a hot research topic due to its high efficiency and low emissions. In order to develop advanced electric powertrains, accurate estimations of the unmeasurable hybrid states, including discrete backlash nonlinearity and continuous half-shaft torque, are of great importance. In this paper, a novel estimation algorithm for simultaneously identifying the backlash position and half-shaft torque of an electric powertrain is proposed using a hybrid system approach. System models, including the electric powertrain and vehicle dynamics models, are established considering the drivetrain backlash and flexibility, and also calibrated and validated using vehicle road testing data. Based on the developed system models, the powertrain behavior is represented using hybrid automata according to the piecewise affine property of the backlash dynamics. A hybrid-state observer, which is comprised of a discrete-state observer and a continuous-state observer, is designed for the simultaneous estimation of the backlash position and half-shaft torque. In order to guarantee the stability and reachability, the convergence property of the proposed observer is investigated. The proposed observer are validated under highly dynamical transitions of vehicle states. The validation results demonstrates the feasibility and effectiveness of the proposed hybrid-state observer.
KeywordBacklash Nonlinearity Cyber-physical System (Cps) Electric Powertrain Hybrid States Simultaneous Observation
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/20316
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
Recommended Citation
GB/T 7714
Chen Lv,Yahui Liu,Xiaosong Hu,et al. Simultaneous observation of hybrid states for cyberphysical systems: a case study of electric vehicle powertrain[J]. IEEE Transactions on Cybernetics,2017,PP(99):1-11.
APA Chen Lv,Yahui Liu,Xiaosong Hu,Hongyan Guo,Dongpu Cao,&Fei-Yue Wang.(2017).Simultaneous observation of hybrid states for cyberphysical systems: a case study of electric vehicle powertrain.IEEE Transactions on Cybernetics,PP(99),1-11.
MLA Chen Lv,et al."Simultaneous observation of hybrid states for cyberphysical systems: a case study of electric vehicle powertrain".IEEE Transactions on Cybernetics PP.99(2017):1-11.
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