Title :
Building an inverse model of MR damper based on Dahl model
Author :
Ming Zhu ; Xiukun Wei ; Limin Jia
Author_Institution :
Sch. of Traffic & Transp., Beijing Jiaotong Univ., Beijing, China
Abstract :
Magnetorheological (MR) fluid dampers are potential intelligent devices in vibration semi-active control application. But its model is difficult to get for its strong nonlinearity. In this works, the modified Dahl model is proposed with fewer parameters and clear physical meanings. The parameters are identified by crossover particle swarm optimization (PSO) and recursive least-square optimization method based on experiment data efficiently. A simple open-loop inverse model which can efficiently and accurately obtain expected control current intensity is proposed. The effectiveness and precision of proposed models are verified by simulation in wide conditions.
Keywords :
least squares approximations; magnetorheology; open loop systems; particle swarm optimisation; shock absorbers; vibration control; Dahl model; MR damper; magnetorheological fluid dampers; open loop inverse model; particle swarm optimization; recursive least square optimization; vibration semiactive control; Damping; Data models; Fluids; Force; Mathematical model; Shock absorbers; Vectors;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on
Conference_Location :
Qingdao
DOI :
10.1109/ITSC.2014.6957842