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Parameter Estimation for Fault Diagnosis in Nonlinear Systems by ANFIS
2012
Procedia Engineering
This paper presents a fault diagnosis approach to detect and estimate components faults in satellite's attitude control systems (ACSs). The proposed solution provides a framework to detect, isolate, and estimate various faults in system components, using Adaptive Fuzzy Inference Systems Parameter Estimators (ANFISPEs) that are designed and based on parameterizations related to each class of fault. Each ANFISPE estimates the corresponding unknown Fault Parameter (FP) that is further used for
doi:10.1016/j.proeng.2012.01.254
fatcat:xpfm2yz4vvhavouzwbadgvzbqq