[3O01-07] Inspection and Maintenance Technology

[3O07] Electrical Isolation Supporting System

(4) Enhancement of Automatic Isolation Planning with Deep Learning

*Susumu Naito¹, Kei Takakura², Hiroki Shiba³ (1. Corporate Research & Development Center, Toshiba Corporation, 2. Power and Industrial Systems Research and Development Center, Toshiba Energy Systems & Solutions Corporation, 3. Isogo Nuclear Engineering Center, Toshiba Energy Systems & Solutions Corporation)

Keywords:Electrical Isolation, Deep Learning

To achieve automatic planning of electrical isolation, speed-up of computation time and interpretation of human fuzzy information are needed. By converting the path search problem for all conduction path of the electric circuits to the pattern recognition problem by the classifier using deep learning, the computation time dropped by a factor of 560.