Paper Abstract and Keywords |
Presentation |
2018-06-15 14:00
Evaluation of the influence of the observation noise of the electric current to an accurate SOC estimation system Lei Lin, Masahiro Fukui, Kiyotsugu Takaba (Ritsumeikan Univ.) CAS2018-26 VLD2018-29 SIP2018-46 MSS2018-26 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
With the advent of the large-scale popularization of Lithium-ion secondary batteries, the accuracy as well as low cost should be indispensable for measurement systems. Among the SOC estimation technology, the Kalman filter method is recognized as a promising method. However, Kalman filtering does not consider current noise (input noise). In the SOC estimation system, both voltage and current measurements contain noise. In this paper, we describe the high accuracy battery SOC estimation algorithm consider the battery terminal voltage observation noise and the current observation noise. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
SOC Estimation / Observation Noise / Kalman Filter / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 82, CAS2018-26, pp. 131-136, June 2018. |
Paper # |
CAS2018-26 |
Date of Issue |
2018-06-07 (CAS, VLD, SIP, MSS) |
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) |
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CAS2018-26 VLD2018-29 SIP2018-46 MSS2018-26 |
Conference Information |
Committee |
CAS SIP MSS VLD |
Conference Date |
2018-06-14 - 2018-06-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido Univ. (Frontier Research in Applied Sciences Build.) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
System and Signal Processing, etc |
Paper Information |
Registration To |
CAS |
Conference Code |
2018-06-CAS-SIP-MSS-VLD |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Evaluation of the influence of the observation noise of the electric current to an accurate SOC estimation system |
Sub Title (in English) |
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Keyword(1) |
SOC Estimation |
Keyword(2) |
Observation Noise |
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Kalman Filter |
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1st Author's Name |
Lei Lin |
1st Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
2nd Author's Name |
Masahiro Fukui |
2nd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
3rd Author's Name |
Kiyotsugu Takaba |
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Ritsumeikan University (Ritsumeikan Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-06-15 14:00:00 |
Presentation Time |
20 minutes |
Registration for |
CAS |
Paper # |
CAS2018-26, VLD2018-29, SIP2018-46, MSS2018-26 |
Volume (vol) |
vol.118 |
Number (no) |
no.82(CAS), no.83(VLD), no.84(SIP), no.85(MSS) |
Page |
pp.131-136 |
#Pages |
6 |
Date of Issue |
2018-06-07 (CAS, VLD, SIP, MSS) |