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基于主成分和聚类分析的管制系统质量评估模型 被引量:9

Evaluation Model of Control System Quality Based on Principal Component and Clustering Analysis
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摘要 为进行管制系统运行的质量服务水平评估,建立了初始管制系统质量评估指标体系,先用主成分分析剔除存在相关性、信息重叠的指标,再用聚类分析的迭代思想进行分类,得到最终管制系统质量评估指标体系。在此基础上用物元分析对管制系统质量进行综合评估。最后,通过算例分析验证了评估方法的可行性。 In order to evaluate the quality service of control system operation, Establishes the initial con- trol system quality evaluation index system in this paper. Firstly to use the principal component analysis e- liminate the index that exists correlation and information overlaps, again classification by using iterative thought of clurstering analysis, then the final control system quality evaluation index system is obtained. On that basis comprehensive evaluation of the control quality system with matter- element analysis. Final- ly, through the analysis of the ease to prove the feasibility of the evaluation method.
出处 《航空计算技术》 2012年第4期47-51,55,共6页 Aeronautical Computing Technique
基金 2010中央高校基本科研业务费资助(2XH2011B004)
关键词 管制系统 质量评估 主成分分析 聚类分析 control system quality evaluation principal component analysis clustering analysis
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  • 1万健,李楠,李琦.空中交通管理系统安全评价研究[J].北京航空航天大学学报(社会科学版),2011,24(1):89-92. 被引量:20
  • 2丁松滨,石荣,施和平.证据理论在空中交通管理安全评价中的应用[J].中国民航学院学报,2006,24(6):38-41. 被引量:14
  • 3袁乐平,孙瑞山,成媛.基于模糊评价和未确知数的空管安全风险评估[J].中国民航学院学报,2006,24(4):55-57. 被引量:21
  • 4杜红兵,李晖,袁乐平,李旭.基于Fuzzy-ANP的空管安全风险评估研究[J].中国安全科学学报,2010,20(12):79-85. 被引量:44
  • 5Lucio F1avio Vismari, Joo Batista Camargo Junior. An Abso- lute- relative Risk Assessment Methodology Approach to Cur- rent Safety Critical Systems and its Applieation to the ADS- B based Air Traffic Control System [ C ]. IEEE Symposium: Comput. &Digital Syst ,2008.
  • 6Nie Run- tu, Zhao Yong, Dai Jie- hui. Evaluation on Safety Performance of Air Traffic Management based on Fuzzy The- ory[ C ]. Zhang Jiajie : International Conference on Measuring Technology And Mechatronics Automation,2009.
  • 7Haijuan Wang, Lixin Han, Zhilong Zhen, et al. Multi- popula- tion Principal Component Analysis based on Spectral Graph Technique for Data Analysis [ C ]. Taiwan : Fourth Internation- al Joint Conference on Computa- tional Sciences and Optimi- zation ,2011.
  • 8Zhang Dabin, Wangjing. A New Method for Clustering Analy- Sis based on Pseudo Parallel Genetic Algorithm[ C]. Wuhan: International Conference on Management and Service Sci- ence, 2009.
  • 9Wan Zhengtian, Wang Min, Wang Lizheng. Applying Fuzzy Matter- element Method to Evaluating the Green Degree of Ship [ C ]. 2010 6th International Conference on Advanced Information Management and Service,2010.
  • 10迟国泰,曹婷婷,张昆.基于相关-主成分分析的人的全面发展评价指标体系构建[J].系统工程理论与实践,2012,32(1):111-119. 被引量:99

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