APPARATUS FOR PREDICTING ELECTRICITY DEMAND AND METHOD THEREOF

Disclosed are a power demand prediction device and a method thereof. The power demand prediction device of the present invention comprises: a data collection part for collecting power consumption data input from an intelligent meter; a database for storing the power consumption data collected from t...

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Bibliographische Detailangaben
Hauptverfasser:	SHIN YONG JUNE, KIM SEON HYEOG
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 ELECTRIC DIGITAL DATA PROCESSING PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:	Disclosed are a power demand prediction device and a method thereof. The power demand prediction device of the present invention comprises: a data collection part for collecting power consumption data input from an intelligent meter; a database for storing the power consumption data collected from the data collection part; and a control part for predicting power demand through deep neural network learning by multi-decomposing and normalizing the power consumption data stored in the database. Therefore, the accuracy of power demand prediction can be improved. 본 발명은 전력 수요 예측 장치 및 그 방법이 개시된다. 본 발명의 전력 수요 예측 장치는, 지능형 계량기로부터 입력되는 전력 사용량 데이터를 수집하는 데이터 수집부; 데이터 수집부로부터 수집된 전력 사용량 데이터를 저장하는 데이터베이스; 및 데이터베이스에 저장된 전력 사용량 데이터를 다중 분해한 후 정규화하여 심층 신경망 학습을 통해 전력 수요를 예측하는 제어부;를 포함하는 것을 특징으로 한다.