A Distributed Integrated Control Architecture of AFS and DYC Based on MAS for Distributed Drive Electric Vehicles
| Autor: | Jinhao Liang, Guodong Yin, Lu Yanbo, Yanjun Ren, Liwei Xu, Yanjun Li, Zhenwu Fang, Weichao Zhuang |
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| Rok vydání: | 2021 |
| Předmět: |
Computer Networks and Communications
Computer science Control (management) Stability (learning theory) Aerospace Engineering Control engineering Optimal control Vehicle dynamics Terminal (electronics) Exponential stability Control theory Control system Automotive Engineering Electrical and Electronic Engineering |
| Zdroj: | IEEE Transactions on Vehicular Technology. 70:5565-5577 |
| ISSN: | 1939-9359 0018-9545 |
| DOI: | 10.1109/tvt.2021.3076105 |
| Popis: | Reconstitution of control architecture creates a great challenge for distributed drive electric vehicles (DDEV), due to the emergence of a new distributed driving strategy. To this end, a novel distributed control architecture is proposed in this paper for integrated control of active front steering (AFS) system and direct yaw moment (DYC) system. First, a multi-agent system (MAS) is employed to construct a general framework, where AFS and DYC act as agents that work together to improve vehicle lateral stability and simultaneously reduce workloads of drivers during path tracking. The cooperative control strategies of two agents are obtained through Pareto-optimality theory to ensure optimal control performance of AFS and DYC. Then, on the basis of dynamic interaction between agents, terminal constraints, including terminal cost function and terminal input with local static feedback, are designed to guarantee the asymptotic stability of the close-loop system. Finally, virtual simulations are conducted to evaluate the proposed controller. The results indicate that the proposed control architecture can effectively preserve vehicle stability and reduce workloads of drivers, especially for the inexperienced driver. Furthermore, the hardware-in-loop (HIL) test results also demonstrate the feasibility of the proposed controller. |
| Databáze: | OpenAIRE |
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