Generative adversarial network-based fault diagnosis model for railway point machine in sustainable railway transportation

X Han, N Zhao - International Journal of Sensor Networks, 2023 - inderscienceonline.com
The railway point machine is a significant element of railway signalling equipment that
keeps trains running safely. Railway point devices are actuators that move switchblades to …

Fault diagnosis model for railway signalling equipment using deep learning techniques

X Han - International Journal of Sensor Networks, 2024 - inderscienceonline.com
A hybrid deep transfer learning-assisted fault diagnosis model (HDTL-FLM) was presented
for railway signalling equipment, addressing the challenge of accurately diagnosing and …

Fault diagnostics on railway switches and crossings using a bat-optimised sequence-to-sequence neural model

X Deng - International Journal of Sensor Networks, 2024 - inderscienceonline.com
Railway switch and crossing requires large and complex structures, components, and
technologies like electronic device control and switches to improve the railway network …

Improving fault diagnosis in elevator systems with GAN-based synthetic data

X Lv, Z Lu, Z Huang, Z Wei - International Journal of Sensor …, 2025 - inderscienceonline.com
Elevator maintenance and fault diagnosis are critical in ensuring reliable and safe operation.
Elevator systems are complex electromechanical systems prone to various faults, such as …

A design strategy for real-time IoT systems based on Petri net with multi-connection and multi-task

Y Bao, H Zheng, Z Yang - International Journal of Sensor …, 2023 - inderscienceonline.com
With the rapid development of internet of things (IoT) technology, more and more application
fields require remote real-time monitoring and video transmission services. One of the most …