시뮬레이션 기반 PEM 수전해 시스템 고장 진단 모델 개발
Development of a Fault Diagnosis Model for PEM Water Electrolysis System Based on Simulation
- Resource Type
- Article
- Authors
- 구태형; 고락길; 노현우; 서영민; 하동우; 현대일; 한재영
- Source
- 한국수소및신에너지학회논문집, 34(5), pp.478-489 Oct, 2023
- Subject
- 기계공학
- Language
- 한국어
- ISSN
- 2288-7407
1738-7264
In this study, fault diagnosis and detection methods developed to ensure the reliability of polymer electrolyte membrane (PEM) hydrogen electrolysis systems have been proposed. The proposed method consists of model development and data generation of the PEM hydrogen electrolysis system, and data- driven fault diagnosis learning model development. The developed fault diagnosis learning model describes how to detect and classify faults in the sensors and components of the system.