ESS EMS EMS apparatus for managing ESS using artificial neural network and method therefor

ESS EMS EMS apparatus for managing ESS using artificial neural network and method therefor

According to an embodiment of the present invention, an EMS device receives information related to energy measured by a measuring device through LoRa communication, analyzes the information through an artificial neural network, and manages an ESS according to an analysis result. This management incl...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: JEON HYUN JIN
Format: Patent
Sprache:eng ; kor
Schlagworte:
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
ELECTRICITY
GENERATION
PHYSICS
SYSTEMS FOR STORING ELECTRIC ENERGY
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Beschreibung
Zusammenfassung:According to an embodiment of the present invention, an EMS device receives information related to energy measured by a measuring device through LoRa communication, analyzes the information through an artificial neural network, and manages an ESS according to an analysis result. This management includes air conditioning, charging, discharging, cell balancing, alarm, emergency stop, and the like. 본 발명의 실시예에 따른 EMS 장치는 로라 통신을 통해 계측기가 계측한 에너지와 관련된 정보를 수신하여 인공신경망을 통해 정보를 분석한 후, 분석 결과에 따라 ESS를 관리한다. 이러한 관리는 공조, 충전, 방전, 밸런싱(cell balancing), 경보, 비상정지 등을 포함한다.