Vehicle-network collaborative optimization method and device considering charging load transfer, and storage medium
The invention discloses a vehicle-network collaborative optimization method and device considering charging load transfer and a storage medium, and belongs to the technical field of power distribution network economic dispatch, and the method comprises the steps: predicting the charging demand of an...
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| creator | ZHOU YUFAN GUI YAOCHENG RONG LINA LI WEIZHUO GAO HUI JIANG GUOPING |
| description | The invention discloses a vehicle-network collaborative optimization method and device considering charging load transfer and a storage medium, and belongs to the technical field of power distribution network economic dispatch, and the method comprises the steps: predicting the charging demand of an electric vehicle through employing a Monte Carlo method based on an electric vehicle user travel probability model; establishing a wind power and photovoltaic generator set uncertainty output model based on the probability distribution of wind speed and illumination; a vehicle-network cooperative scheduling model is constructed by combining the characteristics of disorder of a fast charging load and adjustability of a slow charging load and cooperating with the output of a distributed power supply; solving the multi-objective optimization model by adopting a non-dominated sorting genetic algorithm (NSGA-II) with an elitist strategy and a fuzzy decision; according to the invention, the peak-valley difference and th |
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establishing a wind power and photovoltaic generator set uncertainty output model based on the probability distribution of wind speed and illumination; a vehicle-network cooperative scheduling model is constructed by combining the characteristics of disorder of a fast charging load and adjustability of a slow charging load and cooperating with the output of a distributed power supply; solving the multi-objective optimization model by adopting a non-dominated sorting genetic algorithm (NSGA-II) with an elitist strategy and a fuzzy decision; according to the invention, the peak-valley difference and th</description><language>chi ; eng</language><subject>CALCULATING ; CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER ; COMPUTING ; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; ELECTRIC EQUIPMENT OR PROPULSION OF ELECTRICALLY-PROPELLEDVEHICLES ; 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establishing a wind power and photovoltaic generator set uncertainty output model based on the probability distribution of wind speed and illumination; a vehicle-network cooperative scheduling model is constructed by combining the characteristics of disorder of a fast charging load and adjustability of a slow charging load and cooperating with the output of a distributed power supply; solving the multi-objective optimization model by adopting a non-dominated sorting genetic algorithm (NSGA-II) with an elitist strategy and a fuzzy decision; according to the invention, the peak-valley difference and th</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER COMPUTING CONVERSION OR DISTRIBUTION OF ELECTRIC POWER COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC EQUIPMENT OR PROPULSION OF ELECTRICALLY-PROPELLEDVEHICLES ELECTRICITY ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES, IN GENERAL GENERATION MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES PERFORMING OPERATIONS PHYSICS SYSTEMS FOR STORING ELECTRIC ENERGY SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR TRANSPORTING VEHICLES IN GENERAL |
| title | Vehicle-network collaborative optimization method and device considering charging load transfer, and storage medium |
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