Extended state observer-based fault detection and recovery for flywheels
-
摘要: 飞轮是卫星姿态控制系统中的主要执行部件,实现其自主故障检测与恢复对于维持卫星正常姿态具有很重要的意义.在建立了精确飞轮开环系统模型的基础上,设计了二阶非线性连续扩张状态观测器ESO(Extended State Observer).将飞轮故障视为系统外扰,并假设其余外扰是小量可忽略,则利用此ESO不仅能实时得到飞轮开环系统的状态量,当飞轮发生故障时更能快速准确地估计出故障量.因而无需产生系统残差即可直接进行故障检测,同时根据故障量的大小对系统输入即驱动电压进行补偿,使飞轮转速仍能维持正常值,保证卫星姿态不受故障影响.数值仿真验证了此方法的有效性.Abstract: Flywheels are main actuators of satellite attitude control systems, and fault detection and recovery of flywheels is significant on keeping the normal satellite attitude. A high fidelity open-loop system of flywheel was modeled and the second order nonlinear continuous extended state observer(ESO) was established via the nonlinear model. Under the assumption that the system external disturbances are minor and are neglected, fault in flywheel was regarded as the main system external disturbance. Therefore, by using ESO, not only the system state was obtained, but also the fault was estimated with exactness and swiftness. With the fault obtained, fault detection was accomplished without generating system residual, and fault recovery was also achieved by compensating the system input voltage, which ensures the normal flywheel speed and satellite attitude. The simulation results demonstrate the validity of this scheme.
-
Key words:
- flywheels /
- nonlinear system /
- extended state observer /
- fault detection /
- fault recovery
-
[1] 曲春娣,张洪钺.卫星动量轮闭环系统的UIO双观测器故障诊断[J].航天控制,2005,23(6):66-71,88 Qu Chundi, Zhang Hongyue. The fault diagnosis of momentum close-loop system used in satellite based on the UIO double observers[J]. Aerospace Control, 2005,23(6):66-71,88(in Chinese) [2] Tudoroiu N, Khorasani K. Fault detection and diagnosis for satellite-s attitude control system(ACS) using an interactive multiple model (IMM) approach Proceedings of the 2005 IEEE Conference on Control Applications.Piscataway. NJ: IEEE, 2005: 1287-1292 [3] Tudoroiu N, Sobhani-Tehrani E, Khorasani K. Interactive bank of unscented kalman filters for fault detection and isolation in reaction wheel actuators of satellite attitude control system 32nd Annual Conference on IEEE Industrial Electronics. Piscataway, NJ: IEEE, 2006:264-269 [4] Tudoroiu N,Khorasani, K. Fault detection and diagnosis for reaction wheels of satellite-s attitude control system using a bank of Kalman filters International Symposium on Signals, Circuits and Systems-Proceedings. Piscataway. NJ: IEEE, 2005:199-202 [5] Bialke B. High fidelity mathematical modeling of reaction wheel performance[J].Advances in the Astronautical Science, 1998(98): 483-496 [6] 黄一,张文革.自抗扰控制器的发展[J].控制理论与应用,2002,19(4):485-492 Huang Yi, Zhang Wenge. Development of active disturbance rejection controller[J]. Control Theory and Applications, 2002,19(4):485-492(in Chinese) [7] 黄一,韩京清.非线性连续二阶扩张状态观测器的分析和设计[J].科学通报,2000,45(13):1373-1379 Huang Yi,Hang Jingqing. Analysis and design for the second order nonlinear continuous extended states observer[J]. Chinese Science Bulletin, 2000, 45(13):1373-1379(in Chinese)
点击查看大图
计量
- 文章访问数: 3352
- HTML全文浏览量: 257
- PDF下载量: 1279
- 被引次数: 0