ACTIVE HEAT DISSIPATION SYSTEM USING ADAPTIVE RECURRENT WAVELET NEURAL NETWORK CONTROL

作者：Lee Yung Lung^*; Hsu Shou Jen; Chen Yen Bin

来源：Transactions of the Canadian Society for Mechanical Engineering, 2016, 40(4): 445-456.

DOI：10.1139/tcsme-2016-0033

• thermoelectric cooler
• adaptive recurrent wavelet neural network controller

This paper proposes a novel cooling control system with the intelligent active technique, which is based on the NI-PXI systems structure combined with the heat pipe cooling chips. In order to further solve the controlling problems of nonlinear heat transfer system, the proposed intelligent system involves the PID control, traditional control, and the adaptive recurrent wavelet neural network controller (ARWNNC) control techniques. The traditional control there exists the undesirable control chattering, The PID control the Response of Control cannot be processed immediately and the input voltage saturation phenomenon, the adaptive recurrent wavelet neural network controller, is employed to approximate the ideal controller, while the corresponding parameters are derived by the gradient steepest descent method, thus being provided with the adaptive real-time control ability.

• 出版日期2016
• 单位中国人民解放军国防大学