基于音圈电机的载流磨损实验机载荷控制

doi:10.19595/j.cnki.1000-6753.tces.161840

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Abstract In order to simulate the load fluctuation of pantograph-catenary on current-carrier abrasion testing machine, the servo control method of contact load is proposed using voice coil motor as actuator. Firstly, the servo control model of contact load is established considering the uncertain terms, based on which the backstepping control method is developed through a step-by-step design of virtual control law and ultimate control law. The proposed control method uses recurrent neural network to approximate uncertainties and external disturbances and compensate the control law. A tracking differentiator is designed to acquire contact load and its derivative so as to weaken the effect of measurement noise. The convergence and stability of the closed-loop system are strictly proved by designing Lyapunov function. Finally, comparative simulation experiments with the traditional PID controller are implemented and the effectiveness of the proposed method is verified based on a hardware platform.

Key words： Load fluctuation voice coil motor recurrent neural network backstepping control tracking differentiator

Received: 25 November 2016 Published: 08 May 2018

PACS:

TM921.54+1

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	Articles by authors
	Shi Guang
	Chen Zhonghua
	Guo Fengyi
	Wang Jiqiang

Cite this article:

Shi Guang,Chen Zhonghua,Guo Fengyi等. Load Control of Current-Carrier Abrasion Testing Machine Based on Voice Coil Motor[J]. Transactions of China Electrotechnical Society, 2018, 33(9): 2015-2023.

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https://dgjsxb.ces-transaction.com/EN/10.19595/j.cnki.1000-6753.tces.161840 OR https://dgjsxb.ces-transaction.com/EN/Y2018/V33/I9/2015

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