Fuzzy Logic Based Adaptive Proportional Integral Sliding Mode Control for Active Suspension Vehicle Systems: Kalman Filtering Approach

被引:12
|
作者
Zare, Kazem [1 ]
Mardani, Mohammad Mehdi [1 ]
Vafamand, Navid [2 ]
Khooban, Mohammad Hassan [2 ]
Sadr, Sajjad Shamsi [3 ]
Dragicevic, Tomislav [4 ]
机构
[1] Shiraz Univ Technol, Dept Elect & Elect Engn, Shiraz, Iran
[2] Aarhus Univ, Dept Engn, Aarhus, Denmark
[3] Khorramabad Univ, Dept Mech Engn, Khorramabad, Iran
[4] Aalborg Univ, Dept Energy Technol, Aalborg, Denmark
来源
INFORMATION TECHNOLOGY AND CONTROL | 2019年 / 48卷 / 04期
关键词
Fuzzy-logic-based; Sliding mode control; Kalman filtering; Suspension vehicle systems; hardware-in-the-loop (HiL); NONLINEAR-SYSTEMS; CONTROL DESIGN;
D O I
10.5755/j01.itc.48.4.20590
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with the problem of synthesizing a fuzzy-logic-based adaptive proportional-integral sliding mode control (FAPISMC) for active suspension systems based on Kalman filtering approach. To improve the performance of the controller and eliminate the effect of the chattering, the switching input is designed based on the fuzzy-logic-based approach with a minimum number of rules. In order to facilitate the stability analysis, the estimation of the state variables is used in designing the sliding surface platform. Furthermore, the gain of the controller is updated by an adaptive law to avoid any pre-knowledge of the disturbance amplitude. Subsequently, the proposed approach is more implementable in real-world processes. Finally, in order to illustrate the effectiveness and merits of the proposed approach, a suspension system is considered and simulated by the real-time hardware-in-the-loop (HiL). In this example, a quarter-car model of suspension systems is considered. Then, the obtained real-time results are compared with the linear quadratic regulator approach.
引用
收藏
页码:648 / 659
页数:12
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