A method and a system for diagnosing the operating state of a transformer area
The invention relates to a method for diagnosing the operation state of a transformer area. The method comprises the following steps: S100, collecting marketing data and distribution network data fromeach service system of each transformer area; S200, preprocessing the marketing data and the distrib...
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| creator | YANG HUCHEN HOU YUJIAN LI YULING CHEN KAI SHI ZHIPENG WANG XIAODONG JIANG BO FU MIN |
| description | The invention relates to a method for diagnosing the operation state of a transformer area. The method comprises the following steps: S100, collecting marketing data and distribution network data fromeach service system of each transformer area; S200, preprocessing the marketing data and the distribution network data; S300, unsupervised clustering is carried out on the preprocessed marketing dataand distribution network data, and the type of each transformer area is determined; Step S400, specifying different index weights by aiming at different types of districts in combination with expertexperience, and performing comprehensive scoring on the operation of each district by adopting a classical quantitative scoring model in which an analytic hierarchy process, an entropy weight method and TOPSIS are combined; and S500, determining the operation state of each transformer area according to the operation comprehensive score of each transformer area. In addition, the invention also discloses a system for diagnosi |
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The method comprises the following steps: S100, collecting marketing data and distribution network data fromeach service system of each transformer area; S200, preprocessing the marketing data and the distribution network data; S300, unsupervised clustering is carried out on the preprocessed marketing dataand distribution network data, and the type of each transformer area is determined; Step S400, specifying different index weights by aiming at different types of districts in combination with expertexperience, and performing comprehensive scoring on the operation of each district by adopting a classical quantitative scoring model in which an analytic hierarchy process, an entropy weight method and TOPSIS are combined; and S500, determining the operation state of each transformer area according to the operation comprehensive score of each transformer area. 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The method comprises the following steps: S100, collecting marketing data and distribution network data fromeach service system of each transformer area; S200, preprocessing the marketing data and the distribution network data; S300, unsupervised clustering is carried out on the preprocessed marketing dataand distribution network data, and the type of each transformer area is determined; Step S400, specifying different index weights by aiming at different types of districts in combination with expertexperience, and performing comprehensive scoring on the operation of each district by adopting a classical quantitative scoring model in which an analytic hierarchy process, an entropy weight method and TOPSIS are combined; and S500, determining the operation state of each transformer area according to the operation comprehensive score of each transformer area. 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The method comprises the following steps: S100, collecting marketing data and distribution network data fromeach service system of each transformer area; S200, preprocessing the marketing data and the distribution network data; S300, unsupervised clustering is carried out on the preprocessed marketing dataand distribution network data, and the type of each transformer area is determined; Step S400, specifying different index weights by aiming at different types of districts in combination with expertexperience, and performing comprehensive scoring on the operation of each district by adopting a classical quantitative scoring model in which an analytic hierarchy process, an entropy weight method and TOPSIS are combined; and S500, determining the operation state of each transformer area according to the operation comprehensive score of each transformer area. In addition, the invention also discloses a system for diagnosi</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | A method and a system for diagnosing the operating state of a transformer area |
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