Wavelet neural network-based narma-l2 internal model control utilizing micro-artificial immune techniques to control nonlinear systems

• 主要な著者: Lutfy, Omar Farouq, Selamat, Hazlina
• フォーマット: 論文
• 言語: English
• 出版事項: Springer Berlin 2015
• 主題: TK Electrical engineering. Electronics Nuclear engineering
• オンライン･アクセス: http://eprints.utm.my/id/eprint/55830/1/OmarFarouqLutfy2015_WaveletNeuralNetworkBasedNarma12InternalModel.pdf; http://eprints.utm.my/id/eprint/55830/; http://dx.doi.org/10.1007/s13369-015-1716-8

This paper presents an intelligent control strategy based on internal model control (IMC) to control nonlinear systems. In particular, a wavelet neural network (WNN)-based nonlinear autoregressive moving average (NARMA-L2) network is used to acquire the forward dynamics of the controlled system. Sub...