-
摘要: 研究基于模糊模型和奇偶(一致性)方程的非线性系统执行器故障诊断方法.讨论了全 解耦奇偶方程的产生方法,并给出了全解耦奇偶向量存在的条件.由全解耦奇偶方程产生的残 差仅对特定执行器故障敏感,而与系统状态、扰动输入和其它执行器输入无关.用T-S模糊模型 描述非线性系统,并与全解耦奇偶方程相结合得到了模糊奇偶方程,解决了奇偶方程在非线性 系统中的应用问题.将执行器故障模型用刻度因子和偏差表示,用模糊奇偶方程产生残差,从而 可以估计故障模型的参数.文章给出了某飞机非线性模型的仿真实例.Abstract: A fault diagnostic method for actuators in nonlinear systems based on T-S fuzzy model and parity equation is discussed in this paper. In order to detect and isolate actuator faults, fully-decoupled parity equations are designed to generate residuals. The residual which is sensitive to a special actuator fault is decoupled from system states, disturbance inputs and other actuator inputs. The existence condition of fully-decouple parity vectors is presented. T-S fuzzy model is used to describe nonlinear systems and the fuzzy parity equation of nonlinear system is given. The faults in actuators are represented as biases and scale factor changes. A parameter estimator based on Kalman filter is designed to identify biases and scale factor changes from the information contained in the residuals generated by fuzzy parity equations. A simulation example of a nonlinear aircraft model is given for illustration.
-
Key words:
- Fault diagnosis /
- parity equation /
- fuzzy model /
- nonlinear system
计量
- 文章访问数: 2065
- HTML全文浏览量: 172
- PDF下载量: 1136
- 被引次数: 0