|
|
Power Quality Comprehensive Evaluation Based on Matter-Element Theory and Evidence Theory |
Li Lingling1,2,Liu Jingjie2,Ling Yuesheng1,2,Zhou Xian2,Zhang Yunlong2 |
1. Hebei Province Ministry Joint Key Laboratory of Electromagnetic Field & Electrical Apparatus Reliability Hebei University of Technology Tianjin 300130 China; 2. Electrical Engineering & Automation Tianjin University Tianjin 300072 China |
|
|
Abstract In order to solve the uncertainty and subjectivity of power quality comprehensive evaluation, an power quality comprehensive evaluation method is proposed based on matter-element theory and evidence theory in the paper. it use matter-element to establish matter-element model of power quality, it quantifies the subordinate relation of various evaluation indexes and evaluation interval of quality grades by correlation function, and normalizes it to obtain the belief function of each index. Then the weight of each evaluation index of power quality is obtained by using combination weighing method based on entropy weight and G1 method, to modify belef functions of the original evidence. on this basis, using evidence combination rule fuses various evaluation indexes, so as to obtain power quality comprehensive assessment. The calculation of an example shows that the proposed method minimizes the uncertainty in assessment process, can get more.
|
Received: 06 August 2013
Published: 14 September 2015
|
|
|
|
|
[1] 黄南天, 徐殿国, 刘晓胜, 等. 基于模式相似性测度的电能质量数据压缩方法[J]. 电工技术学报, 2011, 26(10): 39-46. Huang Nantian, Xu Dianguo, Liu Xiaosheng, et al. Power quality data compression based on pattern similarity measurement[J]. Transactions of China Electrotechnical Society, 2011, 26(10): 39-46. [2] 陶顺, 肖湘宁. 电力系统电能质量评估体系架构[J]. 电工技术学报, 2010, 25(4): 171-175. Tao Shun, Xiao Xiangning. Infrastructure of the power quality assessment system of power systems[J]. Transactions of China Electrotechnical Society, 2010, 25(4): 171-175. [3] 谭家茂, 黄少先. 基于模糊理论的电能质量综合评价方法研究[J]. 继电器, 2006, 34(3): 55-59. Tan Jiamao, Huang Shaoxiang. Research on synthetic evaluation method of power quality based on fuzzy theory[J]. Relay, 2006, 34(3): 55-59. [4] 熊以旺, 程浩忠, 王海群, 等. 基于改进AHP和概率统计的电能质量综合评估[J]. 电力系统保护与控制, 2009, 37(13): 48-52. Xiong Yiwang, Cheng Haozhong, Wang Haiqun, et al. Synthetic evaluation of power quality based onim- proved AHP and probability statistics[J]. Power System Protection and Control, 2009, 37(13): 48-52. [5] 高雯, 王慧霞, 姚翠兰. 基于概率和矢量代数的电能质量综合评估[J]. 山西电力, 2009, 30(6): 65-67. Gao wen, Wang Huixia, Yao Cuilan. Comprehensive evaluation of power quality based on probability and vector algebra[J]. Shanxi Electric Power, 2009, 30(6): 65-67. [6] 雷刚, 顾伟, 袁晓冬. 灰色理论在电能质量综合评估中的应用[J]. 电力自动化设备, 2009, 37(11): 62-65. Lei Gang, Gu Wei, Yuan Xiaodong. Application of gray theory in power quality comprehensive evaluation [J]. Electric Power Automation Equipment, 2009, 37(11): 62-65. [7] 周辉, 杨洪耕, 吴传来. 基于灰色聚类的电能质量综合评估方法[J]. 电力系统保护与控制, 2012, 40(15): 70-75. Zhou Hui, Yang Honggeng, Wu Chuanlai. A power quality comprehensive evaluation method based on grey clustering[J]. Power System Protection and Control, 2012, 40(15): 70-75. [8] 李娜娜, 何正友. 主客观权重相结合的电能质量综合评估[J]. 电网技术, 2009, 33(6): 55-61. Li Nana, He Zhengyou. Power quality comprehensive evaluation combining subjective weight with objective weight[J]. Power System Technology, 2009, 33(6): 55-61. [9] 刘兵, 李群湛, 董祥. 基于时变权重的电能质量综合评估研究[J]. 电力系统保护与控制, 2009, 37(14): 6-9. Liu Bing, Li Qunzhan, Dong Xiang. Comprehensive assessment study of the power quality based on the time-varying weight[J]. Power System Protection and Control, 2009, 37(14): 6-9. [10] 李娜娜, 何正友. 组合赋权法在电能质量综合评估中的应用[J]. 电力系统保护与控制, 2009, 37(16): 128-134. Li Nana, He Zhengyou. Combinatorial weighting method for comprehensive evaluation of power quality [J]. Power System Protection and Control, 2009, 37(16): 128-134. [11] 乔鹏程, 吴正国, 李辉. 基于改进雷达图法的电能质量综合评估方法[J]. 电力自动化设备, 2011, 31(6): 88-92. Qiao Pengcheng, Wu Zhengguo, Li Hui. Powerquality synthetic evaluation based on improved radarchart[J]. Electric Power Automation Equipment, 2011, 31(6): 88-92. [12] 李国栋, 李庚银, 杨晓东, 等. 基于雷达图法的电能质量综合评估模型[J]. 电力系统自动化, 2010, 34(14): 70-74. Li Guodong, Li Gengyin, Yang Xiaodong, et al. Acomprehensive power quality evaluation model based on radar chart method[J]. Automation of Electric Power Systems, 2010, 34(14): 70-74. [13] 马智泉, 李鹏, 王魁. 混沌粒子群优化投影寻踪法在电能质量监测网中的应用[J]. 水电能源科学, 2012, 30(5): 184-181. Ma Zhiquan, Li Peng, Wang Kui. Application of chaotic particle swarm optimization and projection pursuit in power quality monitoring platform[J]. Water Resources and Power, 2012, 30(5): 184-181. [14] 李志刚, 李玲玲. 串联系统的可靠性评估方法[J]. 电工技术学报, 2011, 26(1): 146-153. Li Zhigang, Li Lingling. A method of evaluating the reliability of series systems[J]. Transactions of China Electrotechnical Society, 2011, 26(1): 146-153 [15] 刘冀, 王本德. 基于组合权重的模糊可变模型及在防洪风险评价中应用[J]. 大连理工大学学报, 2009, 49(2): 272-275. Liu Ji, Wang Bende. Variable fuzzy model based on combined weights and its application to risk assess- ment for flood control engineering[J]. Journal of Dalian University of Technology, 2009, 49(2): 272-275. |
|
|
|