
iScience, Journal Year: 2024, Volume and Issue: 27(12), P. 111306 - 111306
Published: Nov. 5, 2024
As rail transit continues to develop, expanding railway networks increase the demand for sustainable energy supply and intelligent infrastructure management. In recent years, advanced self-powered technology has rapidly progressed toward artificial intelligence internet of things (AIoT). This review primarily discusses self-sensing systems in transit, analyzing their current characteristics innovative potentials different scenarios. Based on this analysis, we further explore an IoT framework supported by sensing including device nodes, network communication, platform deployment. Additionally, technologies about cloud computing edge deployed enable more effective utilization. The algorithms such as machine learning (ML) deep (DL) can provide comprehensive monitoring, management, maintenance environments. Furthermore, study explores research other cross-disciplinary fields investigate potential emerging analyze trends future development transit.
Language: Английский