Power dispatching method and system based on artificial intelligence
The invention relates to a power dispatching method based on artificial intelligence, comprising the following steps: modeling a power dispatching problem into a multi-objective optimization problem, objective functions including power supply cost and reliability of a power system, and adding variou...
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| creator | WANG CHUANJIANG ZOU FENG LIN MINGHAO WANG JINFA CHEN TING LUO YIWANG LIN GUOQIANG CHEN FENG CHEN ZHIPENG CHEN KUNQING WU GUOMENG |
| description | The invention relates to a power dispatching method based on artificial intelligence, comprising the following steps: modeling a power dispatching problem into a multi-objective optimization problem, objective functions including power supply cost and reliability of a power system, and adding various constraint conditions of the power system into a model to obtain an initial multi-objective optimization model; introducing environmental influence and renewable energy utilization as constraint conditions, and adjusting the initial multi-objective optimization model to obtain a final multi-objective optimization model; and solving the final multi-objective optimization model by adopting MOEA/D to obtain an optimal solution, and converting the optimal solution into an actual control instruction to control the operation state of the power system. According to the invention, the cost of power supply can be minimized, the reliability of the power system is improved, and the power load balance and the supply stabilit |
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introducing environmental influence and renewable energy utilization as constraint conditions, and adjusting the initial multi-objective optimization model to obtain a final multi-objective optimization model; and solving the final multi-objective optimization model by adopting MOEA/D to obtain an optimal solution, and converting the optimal solution into an actual control instruction to control the operation state of the power system. According to the invention, the cost of power supply can be minimized, the reliability of the power system is improved, and the power load balance and the supply stabilit</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | 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 ELECTRIC DIGITAL DATA PROCESSING 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 | Power dispatching method and system based on artificial intelligence |
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