Intelligent courtyard-oriented intelligent power distribution method and system
The invention relates to the technical field of data processing, in particular to an intelligent courtyard-oriented intelligent power distribution method and system. The method comprises the following steps: performing iterative clustering on courtyard power consumption data to obtain a clustering r...
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| creator | WANG LEI YUAN JIAN WANG QINGHAI ZHANG ZHONGYIN YUAN HONGYUE WANG JIQIN WEI ZHENXIANG WANG FANGFANG YU FENGGE YU YANWEI WANG CHONGWEN XIONG LITING |
| description | The invention relates to the technical field of data processing, in particular to an intelligent courtyard-oriented intelligent power distribution method and system. The method comprises the following steps: performing iterative clustering on courtyard power consumption data to obtain a clustering result; for any iteration clustering result, calculating the similarity degree of any two data points; calculating the comprehensive similarity of any data point according to the similarity degree of the data points; calculating the abnormal degree of the clustering cluster according to the data quantity proportion of any clustering cluster in the clustering result and the dispersion degree of the clustering cluster; calculating a participation index of the data point according to the abnormal degree mean value of the clustering cluster where any data point is located in the iteration process and the comprehensive similarity; and according to the participation indexes of the data points, participating in an anomaly |
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The method comprises the following steps: performing iterative clustering on courtyard power consumption data to obtain a clustering result; for any iteration clustering result, calculating the similarity degree of any two data points; calculating the comprehensive similarity of any data point according to the similarity degree of the data points; calculating the abnormal degree of the clustering cluster according to the data quantity proportion of any clustering cluster in the clustering result and the dispersion degree of the clustering cluster; calculating a participation index of the data point according to the abnormal degree mean value of the clustering cluster where any data point is located in the iteration process and the comprehensive similarity; and according to the participation indexes of the data points, participating in an anomaly</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC DIGITAL DATA PROCESSING PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | Intelligent courtyard-oriented intelligent power distribution method and system |
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