8 papers
A comprehensive study on causal discovery between degradation paths
Shi-Shun Chen, Shuai Gao, Xiao-Yang Li +1
Existing studies indicate that complex system degradation is characterized by degradation of multiple dependent parameters. Capturing the dependencies is crucial for accurate degra…
Causal feature selection framework for stable soft sensor modeling based on time-delayed cross mapping
Shi-Shun Chen, Xiao-Yang Li, Enrico Zio
Soft sensor modeling plays a crucial role in process monitoring. Causal feature selection can enhance the performance of soft sensor models in industrial applications. However, exi…
Reliability Modeling of Single-Sided Aluminized Polyimide Films during Storage Considering Stress-Induced Degradation Mechanism Transition
Shi-Shun Chen, Dong-Hua Niu, Wen-Bin Chen +4
Single-sided aluminized polyimide films (SAPF) are widely used in thermal management of aerospace systems. Although the reliability of SAPF in space environments has been thoroughl…
Reliability is a new science: we are on the right way
Xiao-Yang Li, Shi-Shun Chen, Waichon Lio +1
Reliability has long been treated as an engineering practice supported by testing, statistics and standards, yet its status as a scientific discipline remains unsettled. From a phi…
TERIME: An improved RIME algorithm with enhanced exploration and exploitation for robust parameter extraction of photovoltaic models
Shi-Shun Chen, Yu-Tong Jiang, Wen-Bin Chen +1
Parameter extraction of photovoltaic (PV) models is crucial for the planning, optimization, and control of PV systems. Although some methods using meta-heuristic algorithms have be…
A new moment-independent uncertainty importance measure based on cumulative residual entropy for developing uncertainty reduction strategies
Shi-Shun Chen, Xiao-Yang Li
Uncertainty reduction is vital for improving system reliability and reducing risks. To identify the best target for uncertainty reduction, uncertainty importance measure is commonl…