原文传递
Actuator Fault Diagnosis for ECAS System Based on Extended Kalman Filter Bank
| 题名： | Actuator Fault Diagnosis for ECAS System Based on Extended Kalman Filter Bank |
| 正文语种： | 中文 |
| 作者： | Chen Long Shan Haiqiang Xu Xing |
| 作者单位： | of Automotive and Traffic Engineering, Jiangsu University;Automotive Engineering Research Institute, Jiangsu University of Automotive and Traffic Engineering, Jiangsu University |
| 关键词： | electronically controlled air suspension (ECAS) system actuator fault detection and isolation extended kalman estimation algorithm filter bank |
| 摘要： | Aiming at the problem that actuator faults make control effect worse in the process of adjusting the ride height for elec- tronically controlled air suspension(ECAS)system, a method that can diagnose the actuator fault for ECAS system is presented. First- ly, the models of 1/2 ECAS system and actuator faults are established. Then, extended kalman filters, which are designed by extended kalman estimation algorithm, are used to establish the residual observer bank considering the nonlinear characteristics of the ECAS sys- tem. Finally, according to the state estimations achieved by extended kalman filter bank, output residuals are obtained and can be com- pared with a threshold to detect and isolate the actuator faults. The simulation results show that the presented method can successfully di- agnose actuator fault of ECAS system. |
| 会议日期： | 20171024 |
| 会议举办地点： | 上海 |
| 会议名称： | 第19届亚太汽车工程年会暨2017中国汽车工程学会年会 |
| 出版日期： | 1024-01-20 |
| 母体文献： | 第19届亚太汽车工程年会暨2017中国汽车工程学会年会论文集 |
相关文献
- Design of Fault Diagnosis Simulation Platform for Hybrid Electric Vehicle Powertrain System
- Vehicle Fault Diagnosis Technology Based on Multi-Information Fusion
- Algorithm of Speed-up Turnout Fault Intelligent Diagnosis Based on BP Neural Network
- Fuzzy Mathematics Applied to the Study of Real-time Diagnostic System for Engine 's Abnormal Sounds Failures
- Estimation of Vehicle Sideslip with Adaptation to Tyre Cornering Stiffness and Road Friction Coefficient Uncertainty
- Hardware-in-loop Test System for Power Battery Management System
检索历史
应用推荐
