POWER AI SERVICE DEVELOPMENT AUTOMATION METHOD AND SYSTEM

A power artificial intelligence service development automation system of the present invention comprises: a power artificial intelligence service development automation portal unit which provides an interface for a user to input basis data for developing an artificial intelligence model and specify...

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Bibliographische Detailangaben
Hauptverfasser:	LEE JUNG IL, JANG MIN YOUNG, JUNG NAM JOON, CHOI YOON A
Format:	Patent
Sprache:	eng ; kor
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:	A power artificial intelligence service development automation system of the present invention comprises: a power artificial intelligence service development automation portal unit which provides an interface for a user to input basis data for developing an artificial intelligence model and specify an artificial intelligence service type; a power artificial intelligence training automation unit which generates a plurality of artificial intelligence model pipelines that meet user requests and repeatedly executes the generated pipelines to derive an optimal pipeline; a power artificial intelligence service automation unit which generates an artificial intelligence service based on the optimal pipeline; and a power artificial intelligence pre-training model unit which pre-trains the service. If the development of artificial intelligence is necessary in electric power fields, the power artificial intelligence service development automation system allows even non-experts to develop artificial intelligence models. 본 발명의 전력 인공지능 서비스 개발 자동화 시스템은, 사용자가 인공지능 모델 개발을 위한 근거 데이터를 입력하고, 인공지능 서비스 유형을 지정하는 인터페이스를 제공하는 전력 인공지능 서비스 개발 자동화 포털부; 사용자 요청에 부합하는 다수개의 인공지능 모델 파이프라인들을 생성하고, 생성된 파이프라인들을 반복 실행하여 최적의 파이프라인을 도출하는 전력 인공지능 학습 자동화부; 상기 최적의 파이프라인에 기반한 인공지능 서비스를 생성하는 전력 인공지능 서비스 자동화부; 및 상기 서비스를 사전학습시키는 전력 인공지능 사전학습 모델부를 포함할 수 있다.