| 基于PCA-LINMAP-FCE的通信系统维修性评价方法 |
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| 引用本文： | 徐池,邱楚楚,王志明,黄晓飞.基于PCA-LINMAP-FCE的通信系统维修性评价方法[J].南京气象学院学报,2013,5(4):358-363. |
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| 作者姓名： | 徐池 邱楚楚 王志明 黄晓飞 |
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| 作者单位： | 海军大连舰艇学院 通信系,大连,116018;海军大连舰艇学院 学院旅,大连,116018;海军91703部队,舟山,316107;海军91916部队,大连,116000 |
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| 摘 要： | 为提高通信系统维修性评价的实用性和可操作性,提出了一种基于PCA-LINMAP-FCE 的维修性评价方法.在构建简化的维修性评价指标体系的基础上,将PCA-LINMAP与模糊综合评判(FCE)方法相结合,从定量和定性的角度对维修性进行评价.实例仿真分析表明,该方法可操作性强,且有效地降低了评价的主观随意性,使维修设计和作业人员全面掌控通信系统装备维修性的影响因素,能够为科学制定设计方案和维修实施决策方案提供决策信息.
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| 关 键 词： | 维修性评价 主成分分析 多维偏好线性规划 模糊综合评判 |
| 收稿时间： | 2012/3/12 0:00:00 |
Method of maintainability evaluation based on PCA-LINMAP-FCE for communication systems |
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| XU Chi,QIU Chuchu,WANG Zhiming and HUANG Xiaofei.Method of maintainability evaluation based on PCA-LINMAP-FCE for communication systems[J].Journal of Nanjing Institute of Meteorology,2013,5(4):358-363. |
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| Authors: | XU Chi QIU Chuchu WANG Zhiming and HUANG Xiaofei |
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| Institution: | Department of Communication,Dalian Naval Academy,Dalian 116018;Midshipman Brigade of Dalian Navy Academy,Dalian 116018;Unit 91703,Zhoushan 316107;Unit 91916,Dalian 116000 |
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| Abstract: | In order to enhance the practical and operational performance,a method based on PCA-LINMAP-FCE for maintainability evaluation is proposed.Combining PCA-LINMAP with fuzzy comprehensive evaluation,the provided approach evaluates the maintainability quantitatively and qualitatively on the basis of a simplified evaluation index system.Experimental results show that this high operational method reduces the arbitrary of subjective evaluation effectively.It is useful for maintenance personnel and designer to get acquainted with influencing factors of maintainability,and supply decision-making information for scientific design and implementation of maintaining scheme. |
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| Keywords: | maintainability evaluation principle component analysis linear programming technique for multidimensional analysis of preference fuzzy comprehensive evaluation |
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