A hybrid TCN-BiLSTM-ECA and WPT-MCNN framework for predictive fault diagnosis in elevator door machine systems
Published online on May 20, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Ahead of Print.
Elevator door machine systems are critical for safe and efficient elevator operation, yet traditional diagnostic methods often suffer from limited accuracy and predictive capability. This study introduces an innovative artificial intelligence framework ...
Elevator door machine systems are critical for safe and efficient elevator operation, yet traditional diagnostic methods often suffer from limited accuracy and predictive capability. This study introduces an innovative artificial intelligence framework ...