Design of a real-time fault diagnosis expert system for the EAST cryoplant
2012; Elsevier BV; Volume: 87; Issue: 12 Linguagem: Inglês
10.1016/j.fusengdes.2012.04.016
ISSN1873-7196
AutoresZhiwei Zhou, Ming Zhuang, Xiaofei Lu, Liangbing Hu, G.H. Xia,
Tópico(s)Nuclear Engineering Thermal-Hydraulics
ResumoAbstract The EAST cryoplant consists of a 2 kW/4 K helium refrigerator and a helium distribution system. It is a complex process system which involves many process variables and cryogenic equipments. Each potential fault or abnormal event may influence stability and safety of the cryogenic system, thereby disturbing the fusion experiment. The cryogenic control system can monitor the process data and detect process alarms, but it is difficult to effectively diagnose the fault causes and provide operation suggestions to operators when anomalies occur. Therefore, a real-time fault diagnosis expert system is essential for a safe and steady operation of EAST cryogenic system. After a brief description of the EAST cryoplant and its control system, the structure design of the cryogenic fault diagnosis expert system is proposed. Based on the empirical knowledge, the fault diagnosis model is built adopting fault tree analysis method which considers the uncertainty. The knowledge base and the inference machine are presented in detail. A cross-platform integrated development environment Qt Creator and MySQL database have been used to develop the system. The proposed expert system has a fine graphic user interface for monitoring and operation. Preliminary test was conducted and the results found to be satisfactory.
Referência(s)