| Paper Abstract and Keywords |
| Presentation |
2011-03-10 11:15
On Switching control method of PWM Inverters based on Multi-Objective Differential Evolution Chihiro Kurosu, Toshimichi Saito (Hosei Univ.) NLP2010-168 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper studies Multi-Objective Differential Evolution algorithm.
We consider multi-objective optimization of switching operation of the PWM inverters as an example. In this application, each agent corresponds to switching pheases of the inverters and varies to improve two objects of the sum of lower order harmonics and error between desired values and an amplitude spectrum of a fundamental wave. In proposed algorithm, it is permitted that fitness of component functions constitutes an object function increase below the criteria. This tolerant evaluation allows to
find solutions satisfy criteria of two objects. Furthermore, we introduce the switching frequency adjustment to this algorithm. The switching frequency adjustment improves the search performance. Performing basic numerical experiments, effectiveness of proposed algorithm is confirmed. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Multi-Objective Optimization / Differential Evolution / PWM Inverters / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 110, no. 465, NLP2010-168, pp. 29-34, March 2011. |
| Paper # |
NLP2010-168 |
| Date of Issue |
2011-03-03 (NLP) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
NLP2010-168 |
| Conference Information |
| Committee |
NLP |
| Conference Date |
2011-03-10 - 2011-03-11 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tokyo University of Science |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2011-03-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
On Switching control method of PWM Inverters based on Multi-Objective Differential Evolution |
| Sub Title (in English) |
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| Keyword(1) |
Multi-Objective Optimization |
| Keyword(2) |
Differential Evolution |
| Keyword(3) |
PWM Inverters |
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| 1st Author's Name |
Chihiro Kurosu |
| 1st Author's Affiliation |
Hosei University (Hosei Univ.) |
| 2nd Author's Name |
Toshimichi Saito |
| 2nd Author's Affiliation |
Hosei University (Hosei Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2011-03-10 11:15:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2010-168 |
| Volume (vol) |
vol.110 |
| Number (no) |
no.465 |
| Page |
pp.29-34 |
| #Pages |
6 |
| Date of Issue |
2011-03-03 (NLP) |