Fuzzy logic control for vehicle stability control system with virtual prototype and experimental research

2016 ◽  
Vol 11 (1) ◽  
pp. 1 ◽  
Author(s):  
Xiaobin Fan ◽  
Feng Wang ◽  
Ke Jin ◽  
Qunsheng Xia
Keyword(s):  
Fuzzy Logic ◽  
Control System ◽  
Experimental Research ◽  
Fuzzy Logic Control ◽  
Virtual Prototype ◽  
Stability Control ◽  
Vehicle Stability ◽  
Logic Control ◽  
Vehicle Stability Control ◽  
Stability Control System

scholarly journals Vehicle Stability Control Strategy Based on Recognition of Driver Turning Intention for Dual-Motor Drive Electric Vehicle

2020 ◽  
Vol 2020 ◽  
pp. 1-18
Author(s):  
Shu Wang ◽  
Xuan Zhao ◽  
Qiang Yu
Keyword(s):  
Control System ◽  
Electric Vehicle ◽  
Control Strategy ◽  
Stability Control ◽  
Motor Drive ◽  
Vehicle Stability ◽  
Lane Change ◽  
Vehicle Stability Control ◽  
Stability Control System ◽  
The Stability

Vehicle stability control should accurately interpret the driving intention and ensure that the actual state of the vehicle is as consistent as possible with the desired state. This paper proposes a vehicle stability control strategy, which is based on recognition of the driver’s turning intention, for a dual-motor drive electric vehicle. A hybrid model consisting of Gaussian mixture hidden Markov (GHMM) and Generalized Growing and Pruning RBF (GGAP-RBF) neural network is constructed to recognize the driver turning intention in real time. The turning urgency coefficient, which is computed on the basis of the recognition results, is used to establish a modified reference model for vehicle stability control. Then, the upper controller of the vehicle stability control system is constructed using the linear model predictive control theory. The minimum of the quadratic sum of the working load rate of the vehicle tire is taken as the optimization objective. The tire-road adhesion condition, performance of the motor and braking system, and state of the motor are taken as constraints. In addition, a lower controller is established for the vehicle stability control system, with the task of optimizing the allocation of additional yaw moment. Finally, vehicle tests were carried out by conducting double-lane change and single-lane change experiments on a platform for dual-motor drive electric vehicles by using the virtual controller of the A&D5435 hardware. The results show that the stability control system functions appropriately using this control strategy and effectively improves the stability of the vehicle.

Development of Vehicle Stability Control System Based on Vehicle Sideslip Angle Estimation

2001 ◽  
Author(s):  
Akitaka Nishio ◽  
Kenji Tozu ◽  
Hiroyuki Yamaguchi ◽  
Katsuhiro Asano ◽  
Yasushi Amano
Keyword(s):  
Control System ◽  
Stability Control ◽  
Vehicle Stability ◽  
Sideslip Angle ◽  
Angle Estimation ◽  
Vehicle Stability Control ◽  
Stability Control System

A Silicon Micromachined Gyroscope and Accelerometer for Vehicle Stability Control System

2004 ◽  
Author(s):  
Masaru Nagao ◽  
Hikaru Watanabe ◽  
Eiichi Nakatani ◽  
Kouji Shirai ◽  
Kouji Aoyama ◽  
...  
Keyword(s):  
Control System ◽  
Stability Control ◽  
Vehicle Stability ◽  
Vehicle Stability Control ◽  
Stability Control System ◽  
Micromachined Gyroscope
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