Substation work distribution method and device based on NSGA-III algorithm
The invention provides a transformer substation work distribution method and device based on an NSGA-III algorithm. The method comprises the following steps: establishing a plurality of objective functions of a transformer substation work distribution problem and constraint conditions of the objecti...
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Format | Patent |
Language | Chinese English |
Published |
19.09.2023
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Subjects | |
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Abstract | The invention provides a transformer substation work distribution method and device based on an NSGA-III algorithm. The method comprises the following steps: establishing a plurality of objective functions of a transformer substation work distribution problem and constraint conditions of the objective functions; the NSGA-III algorithm is improved to obtain an improved NSGA-III algorithm; solving the objective function through an improved NSGA-III algorithm in combination with constraint conditions of the objective function so as to obtain an optimal work allocation scheme of the transformer substation; and performing work distribution on the transformer substation according to the optimal work distribution scheme. Therefore, the improved NSGA-III algorithm is adopted to carry out optimization solution of substation work distribution, reasonable distribution of substation work is realized, and the phenomenon that the algorithm converges too early or falls into local optimum can be avoided, so that the work dis |
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AbstractList | The invention provides a transformer substation work distribution method and device based on an NSGA-III algorithm. The method comprises the following steps: establishing a plurality of objective functions of a transformer substation work distribution problem and constraint conditions of the objective functions; the NSGA-III algorithm is improved to obtain an improved NSGA-III algorithm; solving the objective function through an improved NSGA-III algorithm in combination with constraint conditions of the objective function so as to obtain an optimal work allocation scheme of the transformer substation; and performing work distribution on the transformer substation according to the optimal work distribution scheme. Therefore, the improved NSGA-III algorithm is adopted to carry out optimization solution of substation work distribution, reasonable distribution of substation work is realized, and the phenomenon that the algorithm converges too early or falls into local optimum can be avoided, so that the work dis |
Author | LI XUECHEN YU QINGYUN PENG FEI WEI DAYANG HOU SHUBIN GAN NING HU HANQIAO PAN QIN MA JIANXUN ZHOU KEQING JIANG WEI CHU GUOWEI ZHANG GUANYING MA XIN |
Author_xml | – fullname: WEI DAYANG – fullname: MA XIN – fullname: PAN QIN – fullname: ZHANG GUANYING – fullname: HU HANQIAO – fullname: GAN NING – fullname: CHU GUOWEI – fullname: MA JIANXUN – fullname: HOU SHUBIN – fullname: YU QINGYUN – fullname: ZHOU KEQING – fullname: JIANG WEI – fullname: LI XUECHEN – fullname: PENG FEI |
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DocumentTitleAlternate | 基于NSGA-Ⅲ算法的变电站工作分配方法及装置 |
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RelatedCompanies | STATE GRID CORPORATION OF CHINA STATE GRID JIANGSU ELECTRIC POWER CO., LTD CHANGZHOU POWER SUPPLY BRANCH OF STATE GRID JIANGSU ELECTRIC POWER CO., LTD |
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Snippet | The invention provides a transformer substation work distribution method and device based on an NSGA-III algorithm. The method comprises the following steps:... |
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SubjectTerms | CALCULATING CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONVERSION OR DISTRIBUTION OF ELECTRIC POWER COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRICITY GENERATION PHYSICS SYSTEMS FOR STORING ELECTRIC ENERGY SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
Title | Substation work distribution method and device based on NSGA-III algorithm |
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