Browsing 09 Engineering by Author "Tam P K S"

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Browsing 09 Engineering by Author "Tam P K S"

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  • A novel genetic-algorithm-based neural network for short-term load forecasting 
    Ling Steve; Leung Frank; Lam Hak-Keung; Lee Y S; Tam P K S (IEEE-Inst Electrical Electronics Engineers Inc, 2003)
    This paper presents a neural network with a novel neuron model. In this model, the neuron has two activation functions and exhibits a node-to-node relationship in the hidden layer. This neural network provides better ...
  • Optimal and stable fuzzy controllers for nonlinear systems based on an improved genetic algorithm 
    Leung Frank; Lam Hak-Keung; Ling Steve; Tam P K S (IEEE-Inst Electrical Electronics Engineers Inc, 2004)
    This paper addresses the optimization and stabilization problems of nonlinear systems subject to parameter uncertainties. The methodology is based on a fuzzy logic approach and an improved genetic algorithm (GA). The TSK ...
  • Short-term electric load forecasting based on a neural fuzzy network 
    Ling Steve; Leung P H F; Lam Hak-Keung; Tam P K S (IEEE-Inst Electrical Electronics Engineers Inc, 2003)
    Electric load forecasting is, essential to improve the reliability of the ac power line data network and provide optimal load scheduling in an intelligent home system. In this paper, a short-term load forecasting realized ...