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Dissolved gas analysis (DGA) plays an important role in fault diagnosis of power transformers. A novel diagnosis method based on fuzzy CMAC neural network (FCMAC) is proposed in this paper. The proposed fuzzy CMAC neural network has an optimization mechanism to ensure high diagnosis accuracy. The basis functions in the original CMAC are replaced with membership functions of fuzzy theory for smoothing...
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