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In this study, a new transient stability prediction method is proposed. The measured rotor angles of generators are first processed by a new non-linear transformation based on hyperbolic functions to construct a novel synchronism status index. The transformed rotor angles are then applied as input data to a hybrid classifier composed of an array of parallel probabilistic neural networks in which one...
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