Big data-based charging control method

• Main Author: HAM JAE UK
• Format: Patent
• Language: English; Korean
• Published: 27.10.2022
• 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 EQUIPMENT OR PROPULSION OF ELECTRICALLY-PROPELLEDVEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES, IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; PERFORMING OPERATIONS; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR; TRANSPORTING; VEHICLES IN GENERAL

According to one embodiment of the present invention, a charging control method of a central control unit comprises: a step of receiving charging state data from an electric vehicle connected to an electric vehicle charging unit through the electric vehicle charging unit; a step of transforming the received charging state data into big data; a step of analyzing and learning the charging state data transformed into the big data to extract a characteristic item for each type of the electric vehicle and a data value of the characteristic item; and a step of constructing or updating a vehicle type identification model for identifying the electric vehicle type based on the extracted characteristic item and the data value of the characteristic item. 본 발명의 일 실시예에 따른 중앙 관제부의 충전 제어 방법에 있어서, 전기 자동차 충전부를 통해 상기 전기 자동차 충전부와 연결된 전기 자동차로부터 충전 상태 데이터를 수신하는 단계; 수신한 충전 상태 데이터를 빅데이터화하는 단계; 빅데이터화된 충전 상태 데이터를 분석 및 학습하여 전기 자동차 차종별 특징 항목 및 상기 특징 항목의 데이터 값을 추출하는 단계; 및 추출한 특징 항목 및 특징 항목 데이터 값을 기준으로 상기 전기 자동차 차종을 식별하기 위한 차종 식별 모델을 구축 또는 업데이트하는 단계;를 포함할 수 있다.