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NEURAL NETWORK BASED CURRENT REGULATOR FOR PWM INVERTERS
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| Author(s) |
M. P. Kazmierkowski; P. H. Viet; M. A. Dzieniakowski |
| Abstract |
This paper presents a neural network (NN) based current regulator for transistor PWM inverters. The neural network operate as a digital filter and tunes the controller gain. This NN regulator has the potential of replacing the linear PI regulator which is traditionnaly applied in the system with PWM modulators. The results of comparative study which illustrate performance of the NN regulators in comparison to the systems with PI regulator are presented. Also, learning possibilities and robustness to parameter change are discussed. |
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| Filename: | Unnamed file |
| Filesize: | 2.308 MB |
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| Type |
Members Only |
| Date |
Last modified 2019-05-21 by System |
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