Research on energy-regenerative suspension based on WOA-PID algorithm

被引:2
|
作者
Hu, Wenbin [1 ]
Xiao, Ping [1 ]
Zhai, Rongjie [2 ]
Pan, Jiabao [1 ,3 ]
Sun, Yongjiu [4 ]
机构
[1] Anhui Polytech Univ, Sch Mech Engn, Beijing Middle Rd, Wuhu 241000, Anhui, Peoples R China
[2] Anhui Polytech Univ, Automot New Technol Anhui Engn & Technol Res Ctr, Wuhu, Peoples R China
[3] Nanjing Univ Aeronaut & Astronaut, Natl Key Lab Sci & Technol Helicopter Transmiss, Nanjing, Peoples R China
[4] Anhui Pullen Intelligent Equipment Co Ltd, Dept Technol, Wuhu, Peoples R China
基金
中国国家自然科学基金;
关键词
Magnetorheological dampers; whale optimization algorithm-PID; energy harvest; vibration control; semi-suspension; CONTROLLER; DAMPER;
D O I
10.1177/1045389X221109246
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
To enhance the effect of reducing suspension vibration and harvesting the vertical vibration energy of cars, a research was conducted on an energy-regenerative suspension with magnetorheological dampers (MRDs). First, an innovative structure of energy-regenerative dampers was developed, as well as mathematical and simulation models of the damping force and energy harvest. Subsequently, simulation experiments and bench tests were conducted. Based on these, mathematical models of a two-degree-of-freedom semi-active suspension were built, and a whale optimization algorithm- proportional integral derivative (WOA-PID) control algorithm was designed. Simulation experiments were conducted on the working conditions of white-noise and impact road surfaces. The obtained results indicate that the energy-regenerative dampers considered in this study have a certain energy-regenerative capability, and the WOA-PID algorithm exerts an optimal controlling effect on the suspension.
引用
收藏
页码:536 / 550
页数:15
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