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Digital twin-enabled safety management: A bibliometric and knowledge mapping analysis with core challenge insights
Weiling Liu, Bingrui Tong, Hui Liu, Yanhao Xu, Lina Fang, Hailin Zhou, Yali Wu and Jie Kong Journal of Loss Prevention in the Process Industries 103 106105 (2026) https://doi.org/10.1016/j.jlp.2026.106105
Agentic AI for Safety-Aware Process Monitoring and Fault Diagnosis: A Review
Xiaoyu Jiang, Haotao Xie, Jiayu Wang, Zeyu Yang, Yuanqiang Zhou, Le Yao and Zheren Zhu Processes 14(13) 2112 (2026) https://doi.org/10.3390/pr14132112
RAISE: Real-Time Adaptive Artificial Intelligence System for Safety Enforcement
Rohan Thakur, Zaman Sajid, Md Tanjin Amin, Joseph Kwon and Faisal Khan Industrial & Engineering Chemistry Research 65(18) 9519 (2026) https://doi.org/10.1021/acs.iecr.6c00106
Digital twin for leak detection and fault diagnostics in gas pipelines: A systematic review, model development, and case study
Wahib A. Al-Ammari, Ahmad K. Sleiti, Mohammad Azizur Rahman, S. Rezaei-Gomari, I. Hassan and R. Hassan Alexandria Engineering Journal 123 91 (2025) https://doi.org/10.1016/j.aej.2025.03.054
Digital twins: Transforming the chemical process industry—A review
Pratyush Kumar Pal, Abhiram Hens, Narottam Behera and Sandip Kumar Lahiri The Canadian Journal of Chemical Engineering 103(8) 3611 (2025) https://doi.org/10.1002/cjce.25611
Recent progress in digital twin-driven fault diagnosis of rotating machinery: A comprehensive review
Environmentally sustainable policies in the petroleum sector through the lens of industry 4.0. Russians Lukoil and Gazprom: The COVID-19 crisis of 2020 vs sanctions crisis of 2022
Elena G. Popkova, Aleksei V. Bogoviz, Svetlana V. Lobova, Piper DeLo, Alexander N. Alekseev and Bruno S. Sergi Resources Policy 84 103733 (2023) https://doi.org/10.1016/j.resourpol.2023.103733
Analysis of safety and security challenges and opportunities related to cyber-physical systems
Ahmed Hamdy El-Kady, Syeda Halim, Mahmoud M. El-Halwagi and Faisal Khan Process Safety and Environmental Protection 173 384 (2023) https://doi.org/10.1016/j.psep.2023.03.012
Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future
Farah Abdoune, Maroua Nouiri, Olivier Cardin and Pierre Castagna Studies in Computational Intelligence, Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future 1083 157 (2023) https://doi.org/10.1007/978-3-031-24291-5_13
Vehicle system dynamics in digital twin studies in rail and road domains