公开(公告)号：US20240106222A1

公开(公告)日：2024-03-28

申请号：US18367149

申请日：2023-09-12

Applicant: Korea Institute of Energy Research

Inventor： Yoon Dong SUNG ,  Gi Hwan YOON ,  Kuk-Yeol BAE ,  Suk In PARK ,  Mo Se KANG ,  Hak Geun JEONG ,  Hye Jin KIM

IPC: H02H1/00 ,  G06N3/045

CPC classification number: H02H1/0092 ,  G06N3/045 ,  H02H1/0015

Abstract: An embodiment of the present disclosure provides an arc risk management method comprising: pre-processing measurement values of currents flowing into an electric apparatus; estimating a level of arc energy in the electric apparatus by inputting the measurement values into one artificial intelligence network comprising a first layer including a dilated convolutional neural network and a second layer including a recurrent neural network; and indicating an arc risk to the electric apparatus in a quantitative way according to the level of arc energy.