State assessment method of fire control system based on fusion of grey relational and D-S evidence theory

Li Yingshun, Min Zheng, Weiyan Tong, Xiaojian Yi

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A state assessment method based on fusion of grey correlation analysis and D-S evidence theory is proposed by taking the fire control computer and sensor subsystem of armored equipment as the research object. Firstly, the state evaluation model based on information fusion is established, and the basic knowledge of information fusion technology, D-S evidence theory and grey correlation degree are briefly introduced. Because there are many indicators in the research object and the signals are complicated to process. Therefore, the gray correlation analysis method is used to reduce the redundant index and optimize the index system. Then, the credibility distribution of each index in the reduction set is obtained, and the D-S evidence theory is used to fuse the results of the reduction to obtain the state assessment result. Finally, the gray correlation analysis method and D-S evidence theory constitute a complete information fusion system. The test results of the actual fire control system status data prove that the results are consistent with the prior knowledge, which proves the credibility of the method.

源语言英语
主期刊名Proceedings - 2019 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2019
编辑Chuan Li, Shaohui Zhang, Jianyu Long, Diego Cabrera, Ping Ding
出版商Institute of Electrical and Electronics Engineers Inc.
142-147
页数6
ISBN(电子版)9781728101996
DOI
出版状态已出版 - 8月 2019
活动2019 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2019 - Beijing, 中国
期限: 15 8月 201917 8月 2019

出版系列

姓名Proceedings - 2019 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2019

会议

会议2019 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2019
国家/地区中国
Beijing
时期15/08/1917/08/19

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