A neural-net and fuzzy-inference based method for fault detection and diagnosis in modern process systems

• المؤلف الرئيسي: Wang, Gaige
• مؤلفون آخرون: Cai Wenjian
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2018
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/75527
• المؤسسة: Nanyang Technological University

The thesis proposes a quite novel and easily generalized fault detection and diagnosis (FDD) scheme for typical modern process systems, by integrating two powerful machine learning techniques: multilayer neural network and fuzzy inference system. With adequate sensors installed to and monitoring sof...