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| D-S证据理论在多传感器故障诊断中的改进及应用 | |
| 引用本文： | 李月,徐余法,陈国初,苗锐,俞金寿. D-S证据理论在多传感器故障诊断中的改进及应用[J]. 东南大学学报(自然科学版), 2011, 41(Z1): 102-106. DOI: 10.3969/j.issn.1001-0505.2011.S1.022 |
| 作者姓名： | 李月 徐余法 陈国初 苗锐 俞金寿 |
| 作者单位： | 1. 华东理工大学信息科学与工程学院,上海200237;上海电机学院电气学院,上海200240 2. 上海电机学院电气学院,上海,200240 3. 华东理工大学信息科学与工程学院,上海,200237 |
| 基金项目： | 上海市教育委员会重点学科资助项目(J51901),上海市教育委员会科研创新重点资助项目(09ZZ211); 国家自然科学基金资助项目(60772006,70773041) |
| 摘 要： | 为了解决在多传感器信息融合处理故障诊断过程中,传统证据理论对含有冲突证据的处理结果与实际相悖的问题,介绍了传统D-S证据理论的基本构架,分析了其在处理含有高冲突的证据融合过程中将高信任度分配给小可能故障源的不足,提出了一种新的基于模糊成员函数和证据平均距离的证据调整方法,该模糊成员函数充分考虑了专家知识对基本概率分配函... |
| 关 键 词： | 信息融合 D-S证据理论 故障诊断 模糊成员函数 证据平均距离 |
Improvement and application of D-S evidence theory in multi-sensor fault diagnosis system |
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| Li Yue,Xu Yufa,Chen Guochu,Miao Rui,Yu Jinshou. Improvement and application of D-S evidence theory in multi-sensor fault diagnosis system[J]. Journal of Southeast University(Natural Science Edition), 2011, 41(Z1): 102-106. DOI: 10.3969/j.issn.1001-0505.2011.S1.022 | |
| Authors: | Li Yue Xu Yufa Chen Guochu Miao Rui Yu Jinshou |
| Affiliation: | Li Yue1,2 Xu Yufa2 Chen Guochu2 Miao Rui1 Yu Jinshou1 (1School of Information Science and Engineering,East China University of Science and Technology,Shanghai 200237,China) (2School of Electrical Engineering,Shanghai Dianji University,Shanghai 200240,China) |
| Abstract: | In order to solve the problem that it is inconsistent with the facts when the conventional evidence theory is used to deal with evidences of high conflict in the multi-sensor information fusion fault diagnosis system.This paper introduces the basic framework of the Dempster-Shafer(D-S) evidence theory and analyzes shortcomings of assigning high believe probability to fault source of small possibility in the course of dealing with fusion of evidences of high conflict using the D-S evidence theory.A new metho... |
| Keywords: | information fusion Dempster-Shafer(D-S) evidence theory fault diagnosis fuzzy member function evidence average distance |
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