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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Main Authors WEI DAYANG, MA XIN, PAN QIN, ZHANG GUANYING, HU HANQIAO, GAN NING, CHU GUOWEI, MA JIANXUN, HOU SHUBIN, YU QINGYUN, ZHOU KEQING, JIANG WEI, LI XUECHEN, PENG FEI
Format Patent
LanguageChinese
English
Published 19.09.2023
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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
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
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– 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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SourceType Open Access Repository
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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