Assessment of time-variant reliability of high-temperature rotating structure by CD-DT interference incorporating adaptive surrogate model
可靠性科学与工程学报(英文)2026年2卷第2期 页码:1-16
作者机构:
Key Laboratory of Pressure Systems and Safety, Ministry of Education, East China University of Science and Technology, Shanghai 200237, People's Republic of China
Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), 1 Fusionopolis Way, #16-16 Connexis, Singapore 138632, Singapore
Advanced Institute for Materials Research (WPI-AIMR), Tohoku University, Sendai 9808577, Japan
Department of Materials Processing, Graduate School of Engineering, Tohoku University, Sendai 9808579, Japan
作者简介:
Hang-Hang Gu is currently a PhD candidate at the School of Mechanical and Power Engineering, East China University of Science and Technology. His research interests include damage-driven reliability assessment and life management.
Yuan-Ze Tang is currently a PhD candidate at the School of Mechanical and Power Engineering, East China University of Science and Technology. His research focuses on reliability assessment and life prediction of high-temperature components, with emphasis on data-physics hybrid modeling, uncertainty propagation, and machine learning-assisted reliability analysis for complex engineering systems.
Xin-Yu Yang is a research scientist at Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A* STAR), Singapore, with research interests in physics foundation models and agentic AI systems for scientific discovery.
Run-Zi Wang is currently an Assistant Professor at the Advanced Institute for Materials Research (WPI-AIMR), Tohoku University, Japan. His research spans from modelling-driven material strength analysis to informatics-reinforced structural integrity assessment.
Professor Xian-Cheng Zhang is currently the dean of School of Mechanical and Power Engineering, East China University of Science and Technology. He is devoted to the fundamental research and technical assistance to guarantee the long-term and reliable operation of high-temperature components.