Title :
Application of neutral networks to power converter control
Author :
Harashima, Fumio ; Demizu, Yuzo ; Kondo, Seiji ; Hashimoto, Hideki
Author_Institution :
Inst. of Ind. Sci., Tokyo Univ., Japan
Abstract :
The application of neural networks to power converter control is discussed. In this system, the networks can get knowledge about the control rules for the inverter. The application of neural networks to the on-off pattern control of a pulse-width modulation (PWM) inverter is described. An example of application of a neural network to inverter control is given, along with simulation results. In the proposed system, the neural network is used to generate the on-off switching pattern of a three-phase PWM inverter.<>
Keywords :
invertors; neural nets; power convertors; power engineering computing; pulse width modulation; 3-phase PWM invertors; neutral networks; on-off pattern control; power converter control; pulse-width modulation; Computational modeling; Computer networks; Education; Error correction; Fault tolerant systems; Neural networks; Parallel processing; Pulse width modulation inverters; Signal mapping; Voltage control;
Conference_Titel :
Industry Applications Society Annual Meeting, 1989., Conference Record of the 1989 IEEE
Conference_Location :
San Diego, CA, USA
DOI :
10.1109/IAS.1989.96777
