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A Method of Evaluating the Reliability of Series Systems |
Li Zhigang, Li Lingling |
Province-Ministry Joint Key Laboratory of Electromagnetic Field and Electrical Apparatus Reliability Hebei University of Technology Tianjin 300130 China |
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Abstract In order to evaluate the reliability of some object, firstly, a great deal of initial information relating with the reliability of the object must be obtained. In the information, perhaps there are many kinds of uncertainty, including randomness, fuzziness, imperfect credibility, ignorance and so on. However, the evaluation methods used at present not only can not deal with all kinds of uncertainties synchronously but also can not reflect all kinds of uncertainties synthetically in the evaluation result. Therefore, an evaluation method based on dempster-shafer evidential theory (called D-S evidential theory) is proposed in this paper to solve the above problems. This method is suitable for any object with independent function, and its main feature is that an evidence is established according to each evaluation index, and the evaluation result is obtained by combining the evidences. Adequate pre-processing and post-processing are done for the combination of evidences so as to avoid loss of information, and ensure the reasonableness of the evaluation result. Furthermore, a method used to evaluate the reliability of a series system is proposed on the base of the above work.
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Received: 20 February 2010
Published: 07 March 2014
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[1] 王世锦, 隋东, 郑俊华. 空管雷达保障系统运行性能的模糊综合评判[J]. 南京航空航天大学学报, 2008, 40(6): 836-839. [2] 廖瑞金, 王谦, 骆思佳, 等. 基于模糊综合评判的电力变压器运行状态评估模型[J]. 电力系统自动化, 2008, 32(3): 70-75. [3] 高会生, 冉静学, 孙逸群. 基于改进层次分析法的电力光纤通信网风险评估[J]. 华北电力大学学报(自然科学版), 2008, 35(1): 98-101. [4] 周艳美, 李伟华. 改进模糊层次分析法及其对任务方案的评价[J]. 计算机工程与应用, 2008, 44(5): 212-214. [5] 霍利民, 朱永利, 张立国, 等. 用于电力系统可靠性评估的贝叶斯网络时序模拟推理算法[J]. 电工技术学报, 2008, 23(6): 89-95. [6] 卢锦玲, 朱永利, 赵洪山, 等. 提升型贝叶斯分类器在电力系统暂态稳定评估中的应用[J]. 电工技术学报, 2009, 24(5): 177-182. [7] 李建平, 束拉, 邱敏. 基于神经网络的模糊综合评判在建筑结构可靠性评估中的应用[J]. 湖南科技大学学报(自然科学版), 2008, 23(1): 41-44. [8] 刘海燕, 王维锋, 蔡红柳. 一个基于神经网络的信息系统安全性综合评估模型[J]. 计算机工程与科学, 2008, 30(11): 16-18. [9] 徐荆州, 李扬. 基于GO法的复杂配电系统可靠性评估[J]. 电工技术学报, 2007, 22(1): 149-153. [10] 郑蕊蕊, 赵继印, 吴宝春, 等. 基于加权灰靶理论的电力变压器绝缘状态分级评估方法[J]. 电工技术学报, 2008, 23(8): 60-66. [11] 王琳, 寇英信. Dempster-Shafer证据理论在空战态势评估方面的应用[J]. 电光与控制, 2007, 14(6): 156-157. [12] 耿俊豹, 邱玮, 孔祥纯. 基于粗糙集和D-S证据理论的设备技术状态评估[J]. 系统工程与电子技术, 2008, 30(1): 113-115. [13] 高会生, 朱静. 基于D-S证据理论的网络安全风险评估模型[J]. 计算机工程与应用, 2008, 44(6): 157-159. [14] 张文修, 吴伟志, 梁吉业, 等. 粗糙集理论与方 法[M]. 2版. 北京: 科学出版社, 2005. [15] Li Zhigang, Li Lingling, Zhang Huijuan, et al. A fuzzy case-based reasoning method and its applications in product design[C]. Sixth World Congress on Intelligent Control and Automation Congress, 2006: 2555-2560. |
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