M Rodríguez, DP Tobón, D Múnera - Intelligent Systems with Applications, 2023 - Elsevier
The fourth industrial revolution (Industry 4.0) has the potential to provide real-time, secure, and autonomous manufacturing environments. The Industrial Internet of Things (IIoT) is a …
S Liu, J Chen, Y Feng, Z Xie, T Pan, J Xie - Expert Systems with …, 2024 - Elsevier
Intelligent fault diagnosis, detection, and prognostics (DDP) for complex equipment prognostics and health management (PHM) have achieved remarkable breakthroughs …
Y Chang, J Chen, W Zheng, S He, E Xu - Mechanical Systems and Signal …, 2023 - Elsevier
The consistent probability distribution between training & testing data is one of the prerequisites for valid intelligent diagnosis models. Nevertheless, the ineluctable distribution …
J Cai, Z Wei, J Luo - IEEE Transactions on Industrial Informatics, 2024 - ieeexplore.ieee.org
Data-driven methods, such as deep learning, are widely adopted to detect cyberattacks for Industrial control systems (ICSs). Due to the neglect of entity spatial relationships (ESR) …
M Lv, Y Li, H Liang, B Sun, C Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Modern industry processes are typically composed of multiple operating units with reaction interaction and energy–mass coupling, which result in a mixed time-varying and spatial …
H Wang, W Luo, Z Liu, J Zhang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Machinery fault diagnosis plays an important role in machine Prognostic and Health Management (PHM). Leveraging the abundant data obtained from the Industrial Internet of …
H Zhu, C Yi, S Rho, S Liu, F Jiang - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The high complexity and wide applications of cyber–physical systems (CPSs) pose a large requirement on both accuracy and interpretability of the time-series anomaly detection …
X Zhang, J Wang, J Chen, Z Liu, Y Feng - Measurement, 2022 - Elsevier
Anomaly detection (AD) plays a significant role in the safe and stable operation of liquid rocket engine (LRE). Facing the fact that LRE operating data are in multiple modalities and …
Anomalous robot motions caused by cyber attacks and inherent defects can lead to task failures as well as harmful accidents in collaborative human–robot workplaces. External …