2026

• Amer, Mustafa A.; Ibrahiem, Dalia M.; Esily, Rehab R.; Liu, Yiliu. (2026) Cost analysis of low-carbon policy implementation: A case study of hydrogen value chain in China. Energy Strategy Reviews
  Academic article
• Zhang, Yanping; Cai, Baoping; Gao, Chuntan; Wang, Chenyushu; Liu, Yiliu. (2026) Multi-level predictive group maintenance optimization method for multi-component systems: Subsea Christmas tree as a case. Ocean Engineering
  Academic article
• Zhang, Aibo; Mechri, Walid; Liu, Yiliu. (2026) Reliability analysis of multi-state safety instrumented systems subject to condition-based testing policy and common cause failures. Journal of Loss Prevention in the Process Industries
  Academic article
• Subedi, Abhishek; Salehi, Fatemeh; Liu, Yiliu; Paltrinieri, Nicola. (2026) Socio-technical safety barriers for hydrogen systems: An analytical strategy to manage emerging risks. Journal of Loss Prevention in the Process Industries
  Academic article
• Tuhi, Farhana Yasmine; Bucelli, Marta; Liu, Yiliu. (2026) Analyses on guidelines of reliability-centered maintenance and the challenges in applying for green hydrogen technologies.
  Academic chapter
• Zoghaib, Reem Nasser Ahmed Ahmed; Liu, Yiliu. (2026) Resilience assessment and enhancement of critical infrastructure under natural hazards with case studies in Nordic power grid. Reliability Engineering & System Safety
  Academic article
• Boumendjel, Aya; Innal, Fares; Hamaidia, Mohyiddine; Liu, Yiliu. (2026) A Predicate–Assertion Generalized Stochastic Petri Net (PA-GSPN) library for reliability modeling of dynamic gates: application to industrial case studies. International Journal of Quality & Reliability Management
  Academic article
• Chen, Honghao; Tzioutzios, Dimitrios; Liu, Yiliu. (2026) Inherent Safety Assessment for Offshore Chemical-based Energy Storage Systems under Hydrometeorological Hazards.
  Academic chapter
• Yungratog, Sutthipong; Goerlandt, Floris; Punurai, Wonsiri; Kim, Hyung Ju; Liu, Yiliu; Thammaboosadee, Sotarat. (2026) An Integrated Approach to Data Protection Risk Assessment in the Maritime Industry: A DPIA-Based Approach. IEEE Access
  Academic article
• Tuhi, Farhana Yasmine; Bucelli, Marta; Liu, Yiliu. (2026) Reliability prediction for proton exchange membrane water electrolyzer using heterogeneous data sources. Process Safety and Environmental Protection (PSEP)
  Academic article
• Zhao, Yixin; Cai, Baoping; Liu, Yiliu; Zhang, Yanping; Wu, Shibo; Li, Gan. (2026) Sequential multi-objective maintenance optimization with dynamic importance ranking: A case study of subsea transportation system. Ocean Engineering
  Academic article
• Chen, Honghao; Liu, Yiliu. (2026) Prospects of implementing inherent safety concept in the green transition period for offshore oil & gas industries. IOP Conference Series: Earth and Environmental Science (EES)
  Academic article
• Punurai, Wonsiri; Liu, Yiliu. (2026) Integrating Machine Learning with 3D Printing Concrete for Marine Structures: Mix Design, Strength Assessment, and Carbon Footprint Prediction. IOP Conference Series: Earth and Environmental Science (EES)
  Academic article
• Tan, Cheng Kiat; Ong, Choon Hee; Kang, Hooi Siang; Liu, Yiliu; Tan, Owee Kowang. (2026) A Conceptual Analysis of Linking Green Shipping Practices to Business Sustainability via Rational Culture, Regulation, and Firm Size in Shipping Companies. IOP Conference Series: Earth and Environmental Science (EES)
  Academic article
• Wen, Xueliang; Ong, Muk Chen; Liu, Yiliu. (2026) Challenges and Risk Management of Offshore Aquaculture. IOP Conference Series: Earth and Environmental Science (EES)
  Academic article
• Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil; Li, Mingxin; Liu, Yiliu. (2026) Predictive maintenance scheduling of recoverable stochastic hybrid systems under degradation and shocks: A case study of an offshore wind farm. Reliability Engineering & System Safety
  Academic article
• Wu, Shengnan; Zhang, Laibin; Liu, Tianqi; Liu, Tianhao; Liu, Yiliu. (2026) A Machine learning-based framework for reliability prediction of metallic seals with manufacturing-induced dimensional uncertainties. Reliability Engineering & System Safety
  Academic article

2025

• Wu, Shengnan; Gong, Han; Yu, Long; Zhang, Aibo; Zhang, Laibin; Liu, Yiliu. (2025) Physics-informed dynamic Bayesian networks for time-dependent reliability prediction of subsea wellhead sealing system with multi-states. Engineering Applications of Artificial Intelligence
  Academic article
• Wang, Yukun; Zhu, Shiyu; Li, Xiaopeng; Liu, Yiliu. (2025) A Finite-Horizon Condition-Based Maintenance and Spare Parts Ordering Policy for a Two-Unit System Subject to Stochastic Dependence. Quality and Reliability Engineering International
  Academic article
• Zoghaib, Reem Nasser Ahmed Ahmed; Liu, Yiliu. (2025) Enhancing reliability and safety in standalone or hybrid hydroelectric-wind energy systems: failure events and safety barriers. E3S Web of Conferences
  Academic article
• Cai, Baoping; Liu, Yiliu; Liu, Yonghong; Zhao, Yixin; Shao, Xiaoyan. (2025) Intelligent Operation and Maintenance for Subsea Production Systems. Springer Nature
  Anthology
• Huan, Ning; Yamamoto, Toshiyuki; Sato, Hitomi; Tzioutzios, Dimitrios; Sala, Roser; Goncalves, Lila; Paltrinieri, Nicola; Liu, Yiliu. (2025) Value perceptions outweigh contextual orientations in local support for hydrogen infrastructure. Communications Earth & Environment
  Academic article
• Liu, Yiliu. (2025) Barrier Engineering: Models and Methods for Technical Safety. CRC Press
  Academic monograph
• Jao, Jazzie R.; Vallar, Edgar A.; Bulan, Jejomar; Jao, Jezzel R.; Era, Marlon; Liu, Yiliu; Hameed, Ibrahim A.. (2025) Perspectives from Urban Morphology for Sustainable Urban Wind Energy Technology. Journal of Physics: Conference Series (JPCS)
  Academic article
• Jao, Jazzie R.; Vallar, Edgar A.; Jao, Jezzel R.; Era, Marlon; Liu, Yiliu; Hameed, Ibrahim A.. (2025) Bayesian Network Framework for Site Selection of Offshore Wind Farms in the Visayas Region, Philippines. Journal of Physics: Conference Series (JPCS)
  Academic article
• Tzioutzios, Dimitrios; Liu, Yiliu; Paltrinieri, Nicola. (2025) Accident Preparedness and Emergency Response for Hydrogen Refueling Stations.
  Academic chapter
• Liu, Yiliu; Zhao, Yixin; Cai, Baoping. (2025) Resilience enhancer: Conceptualization, categorization, and quantitative evaluation with case studies of subsea systems. Reliability Engineering & System Safety
  Academic article
• Li, Bin; Wu, Shengnan; Zhang, Laibin; Liu, Fangyuan; Liu, Yiliu. (2025) Buckling-induced shear failure mechanisms of drill pipes in subsea ram-type blowout preventers under blowout conditions. Ocean Engineering
  Academic article
• Bucelli, Marta; Liu, Yiliu; Paltrinieri, Nicola. (2025) Framework for Multidisciplinary Risk Management.
  Academic chapter
• Liu, Yiliu; Paltrinieri, Nicola; Tzioutzios, Dimitrios. (2025) Safety Measures for Hydrogen Fueling Stations: A Multi-disciplinary Risk Management Approach. Springer
  Anthology
• Tzioutzios, Dimitrios; Liu, Yiliu; Sato, Hitomi; Yamamoto, Toshiyuki; Navajas, Joaquín; Badia, Eulàlia; Paltrinieri, Nicola. (2025) From accidents to safer hydrogen systems: Exploring failures and safety barriers at hydrogen refuelling stations in Japan. International Journal of Hydrogen Energy
  Academic article
• Zhao, Yixin; Cai, Baoping; Cozzani, Valerio; Liu, Yiliu. (2025) Failure dependence and cascading failures: A literature review and research opportunities. Reliability Engineering & System Safety
  Academic literature review
• Liu, Xuelin; Cai, Baoping; Liu, Yiliu; Ji, Guowei; Jiang, Yi; Gao, Lei; Wu, Kaizheng; Lin, Shouqiang; Li, Qingping. (2025) Hierarchical leakage localization method for complex heterogeneous manifold. Mechanical systems and signal processing
  Academic article
• Zoghaib, Reem Nasser Ahmed Ahmed; Tzioutzios, Dimitrios; Liu, Yiliu. (2025) Statistical Analysis of Global Dam Accidents in the 21st Century: A Focus on Common Features and Causes. Water resources management
  Academic article
• Huan, Ning; Yamamoto, Toshiyuki; Sato, Hitomi; Tzioutzios, Dimitrios; Sala, Roser; Goncalves, Lila; Paltrinieri, Nicola; Liu, Yiliu. (2025) Risk perception of hydrogen refuelling infrastructure among local residents and the general public. Sustainable Cities and Society (SCS)
  Academic article
• Tuhi, Farhana Yasmine; Bucelli, Marta; Liu, Yiliu. (2025) HAZOP study of a water electrolysis plant used in green hydrogen production.
  Academic chapter
• Punurai, Wonsiri; Afzal, Jamil; Liu, Yiliu; Ahmad, Ibrar. (2025) Assessment of the Uncertainty Associated with Wind-Powered Hydrogen Production Using Neutrosophic. Neutrosophic Sets and Systems
  Academic article

2024

• Tuhi, Farhana Yasmine; Bucelli, Marta; Liu, Yiliu. (2024) Technical failures in green hydrogen production and reliability engineering responses: Insights from database analysis and a literature review. International Journal of Hydrogen Energy
  Academic literature review
• Wu, Shengnan; Li, Bin; Zhang, Laibin; Zhang, Qiao; Liu, Yiliu. (2024) Performance analysis of subsea wellhead system considering thermodynamic coupling defects. Ocean Engineering
  Academic article
• Yang, Chao; Cai, Baoping; Liu, Yiliu; Kong, Xiangdi; Shao, Xiaoyan; Shao, Haidong. (2024) Intelligent full-stage stable fault diagnosis method for subsea production system. Ocean Engineering
  Academic article
• Zhao, Yixin; Cai, Baoping; Zeng, Tao; He, Zhengbing; Liu, Yiliu. (2024) Sustainability evaluation of multi-component subsea transmission system considering failure dependence and maintenance activities. Ocean Engineering
  Academic article
• Zoghaib, Reem Nasser Ahmed Ahmed; Liu, Yiliu. (2024) Hybrid Renewable Energy Systems: Challenges and Research Opportunities.
  Academic chapter
• Gökçek, Murat; Paltrinieri, Nicola; Liu, Yiliu; Badia, Eulàlia; Dokuz, Ahmet Şakir; Erdoğmuş, Ayşe; Urhan, Baki Barış; Yoldaş, Özge. (2024) Optimum sizing of hybrid renewable power systems for on-site hydrogen refuelling stations: Case studies from Türkiye and Spain. International Journal of Hydrogen Energy
  Academic article
• Li, Rongkang; Cai, Baoping; Zhao, Yixin; Liu, Yiliu; Zhang, Yanping; Kong, Xiangdi; Liu, Yonghong. (2024) Condition-based maintenance method for multi-component systems under discrete-state condition: Subsea production system as a case. Ocean Engineering
  Academic article
• Collina, Giulia; Tzioutzios, Dimitrios; Liu, Yiliu; Bucelli, Marta; Paltrinieri, Nicola. (2024) Investigation Of Safety Barrier Role In Hydrogen Related Undesired Events.
  Academic chapter
• Tuhi, Farhana Yasmine; Fredriksen, Marius; Jäschke, Johannes; Bucelli, Marta; Liu, Yiliu. (2024) Accidents Review And Control Assessment For Reliable Operation Of PEM Water Electrolyzer Stacks.
  Academic chapter
• Wu, Shengnan; Liu, Tianqi; Zhang, Laibin; Liu, Yiliu. (2024) Dynamic risk evolution analysis for in-situ combustion incidents of offshore heavy oil recovery. Process Safety and Environmental Protection (PSEP)
  Academic article
• Shao, Xiaoyan; Cai, Baoping; Li, Jinghao; Liu, Yiliu; Gao, Lei; Zou, Zhexian; Liu, Guijie. (2024) Remaining useful life prediction method for Degradation–Shock dependence: Case of a subsea hydraulic control system. Ocean Engineering
  Academic article
• Zhu, Tiantian; Yang, Xue; Haugen, Stein; Liu, Yiliu. (2024) A multi-dimensional approach for analyzing risk-related decision problems to enhance decision making and prevent accidents. Journal of Loss Prevention in the Process Industries
  Academic article
• Schiaroli, Alice; Scarponi, Giordano Emrys; Liu, Yiliu; Ustolin, Federico; Cozzani, Valerio. (2024) A Dynamic Assessment of Safety Barriers Effectiveness in Fire Protection of Cryogenic Storage Tanks. Chemical Engineering Transactions
  Academic article
• Berri, Islem; Zennir, Youcef; Mechhoud, El-Arkam; Liu, Yiliu. (2024) Integrating Functional Block Diagrams and Systems-Theoretic Process Analysis: A Case Study of a Nuclear Power Station. International Journal of Safety and Security Engineering (IJSSE)
  Academic article
• Achouri, Mourad; Zennir, Youcef; Tolba, Cherif; Innal, Fares; Bensaci, Chaima; Liu, Yiliu. (2024) Adaptive-neuro fuzzy inference trained with PSO for estimating the concentration and severity of sulfur dioxiderelease. International Journal of System Assurance Engineering and Management
  Academic article
• Pan, Shouzheng; Ling, Shuai; Jia, Ning; Liu, Yiliu; He, Zhengbing. (2024) On the dynamic vulnerability of an urban rail transit system and the impact of human mobility. Journal of Transport Geography
  Academic article
• Baboi, Elena; Ustolin, Federico; Liu, Yiliu; Paltrinieri, Nicola. (2024) DyPASI And REWI Procedures Applied To Steel And Aluminum Manufacturing Sites Using Hydrogen.
  Academic chapter
• Dan, Emefon Ekerette; Liu, Yiliu. (2024) Performance assessment of subsea safety systems subject to heterogeneous failure modes and repair delays. Frontiers in Energy Research
  Academic article
• Zhang, Yanping; Cai, Baoping; Zhao, Yixin; Gao, Chuntan; Liu, Yiliu; Gao, Lei; Liu, Guijie. (2024) Joint multi-objective optimization method for emergency maintenance and condition-based maintenance: Subsea control system as a case study. Reliability Engineering & System Safety
  Academic article

2023

• Zhao, Yixin; Sun, Tianqi; Liu, Yiliu. (2023) Reliability analysis of a loading dependent system with cascading failures considering overloads. Quality and Reliability Engineering International
  Academic article
• Zhu, Tiantian; Naseri, Masoud; Liu, Yiliu. (2023) A Concept of Information-Based Strategy for Accident Prevention.
  Academic chapter
• Zhang, Aibo; Yin, Zhaoyuan; Wu, Zhiying; Xie, Min; Liu, Yiliu; Yu, Haoshui. (2023) Investigation of the compressed air energy storage (CAES) system utilizing systems-theoretic process analysis (STPA) towards safe and sustainable energy supply. Renewable Energy
  Academic article
• Zhao, Yixin; Cozzani, Valerio; Sun, Tianqi; Vatn, Jørn; Liu, Yiliu. (2023) Condition-based maintenance for a multi-component system subject to heterogeneous failure dependences. Reliability Engineering & System Safety
  Academic article
• Campari, Alessandro; Bennici, Marco; Tzioutzios, Dimitrios; Liu, Yiliu. (2023) Optimization of leak detectors’ positioning in a hydrogen refueling station. Chemical Engineering Transactions
  Academic article
• Wang, Yukun; Gao, Weizheng; Li, Xiaopeng; Liu, Yiliu. (2023) Joint optimization of performance-based contracting, condition-based maintenance and spare parts inventory for degrading production systems. Reliability Engineering & System Safety
  Academic article
• Groth, Katrina; Al-Douri, Ahmad; Buttner, William; Dutta, Kanchan; Giannini, Leonardo; Hansen, Per Morten; Hartmann, Kevin; Liu, Yiliu; Markert, Frank; Njå, Ove. (2023) Overview of International Activities in Hydrogen System Safety in IEA Hydrogen TCP Task 43.
  Academic chapter
• Paltrinieri, Nicola; Yamamoto, Toshiyuki; Rusin, Andrzej; Sala, Roser; Liu, Yiliu; Sato, Hitomi; Murat, Gokcek. (2023) Towards a Sustainability Framework for Hydrogen Refuelling Stations: a Risk-Based Multidisciplinary Approach. Chemical Engineering Transactions
  Academic article
• Dan, Emefon Ekerette; Liu, Yiliu. (2023) Probability of Failure on Demand Calculation for Degrading Final Element of Safety Instrumented System with Multiple Failure Modes.
  Academic chapter
• Pham, Hien Hau; Mai, Tri; Liu, Yiliu. (2023) Research on dynamic responses of mooring line system of semi-submersible platforms in Vietnam sea conditions using random model. IOP Conference Series: Materials Science and Engineering
  Academic article
• Mai, Tri; Dao, H T; Ngo, T T A; Pham, Hien Hau; Liu, Yiliu. (2023) Effect analysis of wooden fence width on wave transmission by a numerical model. IOP Conference Series: Materials Science and Engineering
  Academic article
• Putra, Gerry; Rizqillah, F; Yatim, Ardi; Liu, Yiliu. (2023) Design optimization of small fishing vessel structures: A case study. IOP Conference Series: Materials Science and Engineering
  Academic article
• Wu, Shengnan; Zhang, Qiao; Li, Bin; Zhang, Laibin; Zheng, Wenpei; Li, Zhong; Li, Zhandong; Liu, Yiliu. (2023) Reliability analysis of subsea wellhead system subject to fatigue and degradation during service life. Reliability Engineering & System Safety
  Academic article
• Ten, Ki Hong; Kang, Hooi Siang; Wong, K-Y; Siow, C-L; Ong, C-H; Hoo, K-C; Liu, Yiliu. (2023) Ship emission projections based on time series forecasting model for sustainable shipping in the strait of Malacca and Singapore. IOP Conference Series: Materials Science and Engineering
  Academic article
• Yang, Chao; Cai, Baoping; Zhang, Rui; Zou, Zhexian; Kong, Xiangdi; Shao, Xiaoyan; Liu, Yiliu; Shao, Haidong; Khan, Javed Akbar. (2023) Cross-validation enhanced digital twin driven fault diagnosis methodology for minor faults of subsea production control system. Mechanical systems and signal processing
  Academic article
• Zhang, Yujie; Wang, Yukun; Li, Xiaopeng; Liu, Yiliu; Gao, Weizheng. (2023) Condition-based maintenance optimization for deteriorating systems considering performance-based contracting and destructive inspections. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
  Academic article
• Sun, Tianqi; Vatn, Jørn; Zhao, Yixin; Liu, Yiliu. (2023) A phase-type maintenance model considering condition-based inspections and delays before the repairs.
  Academic chapter

2022

• Zhang, Wanwan; Liu, Yiliu; Kong, Jiehong; Skjelbred, Hans Ivar. (2022) Condition-based opportunistic maintenance of cascaded hydropower stations.
  Academic chapter
• Wang, Yuandong; Cai, Baoping; Zhang, Yanping; Liu, Jing; Khan, Javed Akbar; Liu, Yiliu; Li, Rongkang; Chu, Zhengde; Liu, Zengkai; Liu, Yonghong. (2022) Condition-based maintenance method for multicomponent system considering maintenance delay based on remaining useful life prediction: Subsea tree system as a case. Ocean Engineering
  Academic article
• Dong, Hyun Soo; Liu, Yiliu. (2022) Semi-Markov models of inspection-based maintenance with empirical data from case studies on hydrant pumps. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
  Academic article
• Zhu, Tiantian; Haugen, Stein; Liu, Yiliu; Yang, Xue. (2022) A value of prediction model to estimate optimal response time to threats for accident prevention. Reliability Engineering & System Safety
  Academic article
• Liu, Yiliu. (2022) Risk management of smart healthcare systems: Delimitation, state-of-arts, process, and perspectives. Journal of Patient Safety and Risk Management
  Academic article
• Liu, Jie; Liu, Yiliu; Yin, Shen; Vatn, Jørn. (2022) Evaluation of Remain Useful Life Prediction Models from a Resilience Perspective.
  Academic chapter
• Wang, Yukun; Li, Xiaopeng; Chen, Junyan; Liu, Yiliu. (2022) A condition-based maintenance policy for multi-component systems subject to stochastic and economic dependencies. Reliability Engineering & System Safety
  Academic article
• Zhang, Aibo; Hao, Songhua; Li, Peng; Xie, Min; Liu, Yiliu. (2022) Performance modeling for condition-based activation of the redundant safety system subject to harmful tests. Reliability Engineering & System Safety
  Academic article
• Okoh, Peter; Dong, Hyun Soo; Liu, Yiliu. (2022) Cross-acceptance of fire safety systems based on SIL equivalence in relation to IEC 61508 and EN 50129. Safety and Reliability
  Academic article
• Liu, Xuelin; Cai, Baoping; Yuan, Xiaobing; Shao, Xiaoyan; Liu, Yiliu; Khan, Javed Akbar; Fan, Hongyan; Liu, Yonghong; Liu, Zengkai; Liu, Guijie. (2022) A hybrid multi-stage methodology for remaining useful life prediction of control system: Subsea Christmas tree as a case study. Expert Systems With Applications
  Academic article
• Tamascelli, Nicola; Pozzo, Alessandro Dal; Liu, Yiliu; Cozzani, Valerio; Paltrinieri, Nicola. (2022) Integration between data-driven process simulation models and resilience analysis to improve environmental risk management in the Waste-to-Energy industry.
  Academic chapter
• Zhang, Aibo; Hao, Songhua; Xie, Min; Liu, Yiliu; Yu, Haoshui. (2022) Inspection and maintenance optimization for heterogeneity units in redundant structure with Non-dominated Sorting Genetic Algorithm III. ISA transactions
  Academic article
• Wu, Shengnan; Li, Bin; Zhou, Yangfan; Chen, Maoyu; Liu, Yiliu; Zhang, Laibin. (2022) Hybrid Dynamic Bayesian network method for performance analysis of safety barriers considering multi-maintenance strategies. Engineering Applications of Artificial Intelligence
  Academic article
• Zhang, Aibo; Wu, Shengnan; Fan, Dongming; Xie, Min; Cai, Baoping; Liu, Yiliu. (2022) Adaptive testing policy for multi-state systems with application to the degrading final elements in safety-instrumented systems. Reliability Engineering & System Safety
  Academic article
• Shao, Xiaoyan; Wang, Yingying; Cai, Baoping; Liu, Yonghong; Ge, Weifeng; Liu, Yiliu; Kong, Xiangdi; Feng, Qiang; Liu, Yiqi; Liu, Zengkai. (2022) Remaining useful life prediction considering degradation interactions of subsea Christmas tree: A multi-stage modeling approach. Ocean Engineering
  Academic article
• Xie, Lin; Ustolin, Federico; Lundteigen, Mary Ann; Li, Tian; Liu, Yiliu. (2022) Performance analysis of safety barriers against cascading failures in a battery pack. Reliability Engineering & System Safety
  Academic article
• Cai, Baoping; Zhao, Liqian; Liu, Yiliu; Zhang, Yanping; Li, Wenchao; Shao, Xiaoyan; Zhao, Yi; Liu, Zengkai; Ji, Renjie; Liu, Yonghong. (2022) Quantitative risk assessment methodology of installation process for deepwater oil and gas equipment. Journal of Cleaner Production
  Academic article
• Cai, Baoping; Wang, Yuandong; Zhang, Yanping; Liu, Yiliu; Ge, Weifeng; Li, Rongkang; Liu, Yonghong; Liu, Guijie. (2022) Condition-based maintenance method for multi-component system based on RUL prediction: Subsea tree system as a case study. Computers & industrial engineering
  Academic article
• Zhao, Yixin; Cai, Baoping; Kang, Henry Hooi-Siang; Liu, Yiliu. (2022) Cascading failure analysis of multistate loading dependent systems with application in an overloading piping network. Reliability Engineering & System Safety
  Academic article
• Li, Xiang; Jiang, Yuchen; Liu, Yiliu; Zhang, Jiusi; Yin, Shen; Luo, Hao. (2022) RAGCN: Region Aggregation Graph Convolutional Network for Bone Age Assessment From X-Ray Images. IEEE Transactions on Instrumentation and Measurement
  Academic article
• Dan, Emefon Ekerette; Liu, Yiliu. (2022) Performance Assessment of Redundancy Strategies of Systems Subject to External Shocks.
  Academic chapter
• Zhao, Yixin; Gu, Xiuzhu; Liu, Yiliu. (2022) Resilience of healthcare systems in natural disaster - A case study in Henan rainstorm.
  Academic chapter
• Chen, Chao; Li, Jie; Zhao, Yixin; Goerlandt, Floris; Reniers, Genserik; Liu, Yiliu. (2022) Resilience assessment and management: A review on contributions on process safety and environmental protection. Process Safety and Environmental Protection (PSEP)
  Academic literature review
• Ten, Ki Hong; Kang, Hooi Siang; Wong, Kuan Yew; Siow, Chee-Loon; Ong, Choon Hee; Liu, Yiliu. (2022) Assessment of Ship Emission Inventory in Strait of Malacca and Singapore based on Automatic Identification System Data.
  Academic chapter
• Naseem, Imran; Liu, Yiliu. (2022) Risk Analysis of Dynamic Positioning Systems based on Incident Data.
  Academic chapter
• Yatim, Ardi; Wijaya, E. P.; Irwansyah, R.; Auzani, A. S.; Liu, Yiliu. (2022) Risk Assessment of Flammable Natural Refrigerant Application in Air Conditioning Systems.
  Academic chapter
• Ong, Choon Hee; Yeo, Hui Ying; Kang, Hooi Siang; Liu, Yiliu; Tan, Owee Kowang. (2022) A Conceptual Analysis of Green Shipping Practices, Rational Culture and Sustainability for a Safer and Sustainable Ocean.
  Academic chapter

2021

• Omeiri, Hanane; Hamaidi, Brahim; Innal, Fares; Liu, Yiliu. (2021) Verification of the IEC 61508 PFH formula for 2oo3 configuration using Markov chains and Petri nets. International Journal of Quality & Reliability Management
  Academic article
• Yang, Ke; Liu, Yiliu; Yao, Yunan; Fan, Shidong; Mosleh, Ali. (2021) Operational time-series data modeling via LSTM network integrating principal component analysis based on human experience. Journal of manufacturing systems
  Academic article
• Zhang, Aibo; Srivastav, Himanshu; Barros, Anne; Liu, Yiliu. (2021) Study of testing and maintenance strategies for redundant final element in SIS with imperfect detection of degraded state. Reliability Engineering & System Safety
  Academic article
• Xie, Lin; Lundteigen, Mary Ann; Liu, Yiliu. (2021) Performance analysis of safety instrumented systems against cascading failure during prolonged demand. Reliability Engineering & System Safety
  Academic article
• Xie, Lin; Lundteigen, Mary Ann; Liu, Yiliu. (2021) Performance assessment of K-out-of-N safety instrumented systems subject to cascading failures. ISA transactions
  Academic article
• Yang, Chao; Cai, Baoping; Shao, Xiaoyan; Liu, Yonghong; Liu, Yiliu; Feng, Qiang; Liu, Guijie; Wang, Honghui. (2021) Application of Digital Twins in Condition-Based Maintenance.
  Academic chapter
• Fan, Dongming; Zhang, Aibo; Feng, Qiang; Cai, Baoping; Liu, Yiliu; Ren, Yi. (2021) Group maintenance optimization of subsea Xmas trees with stochastic dependency. Reliability Engineering & System Safety
  Academic article
• Omeiri, Hanane; Innal, Fares; Liu, Yiliu. (2021) Consistency Checking of the IEC 61508 PFH Formulas and New Formulas Proposal Based on the Markovian Approach. Journal Europeen des Systemes Automatises
  Academic article
• Zhang, Yanping; Cai, Baoping; Liu, Yiliu; Jiang, Qiangqiang; Li, Wenchao; Feng, Qiang; Liu, Yonghong; Liu, Guijie. (2021) Resilience assessment approach of mechanical structure combining finite element models and dynamic Bayesian networks. Reliability Engineering & System Safety
  Academic article
• Zhang, Aibo; Jiang, Lei; Xie, Min; Kassa, Elias; Liu, Yiliu. (2021) Functional Safety of Railway Signaling Systems: Performance Requirements and Evaluation Methods.
  Academic chapter
• Li, Mei; Liu, Zixian; Liu, Yiliu; Li, Xiaopeng; Lv, Ling. (2021) Optimal follow-up policies for monitoring chronic diseases based on virtual age. International Journal of Production Research
  Academic article
• Cai, Baoping; Li, Wenchao; Liu, Yiliu; Shao, Xiaoyan; Zhang, Yanping; Zhao, Yi; Liu, Zengkai; Ji, Renjie; Liu, Yonghong. (2021) Modeling for evaluation of safety instrumented systems with heterogeneous components. Reliability Engineering & System Safety
  Academic article
• Abbas, Malik Mohsin; Liu, Yiliu; Cai, Baoping. (2021) Digital Twin-based Prognostics and Health Management for Subsea systems: Concepts, Classification, Opportunities and Challenges.
  Academic chapter
• Qi, Xin-ge; Wang, Haiqing; Liu, Yiliu; Yang, Ming; Chen, Guoming. (2021) Bi-directional connectivity diagram for accident propagation analysis considering the interactions between multiple-process units. Journal of Loss Prevention in the Process Industries
  Academic article
• Zhao, Yixin; Liu, Yiliu. (2021) Condition-based Maintenance for Systems with Dependencies: Related Concepts, Challenges and Opportunities.
  Academic chapter
• Fan, Dongming; Ren, Yi; Feng, Qiang; Liu, Yiliu; Wang, Zili; Lin, Jing. (2021) Restoration of smart grids: Current status, challenges, and opportunities. Renewable and Sustainable Energy Reviews
  Academic literature review
• Zhu, Tiantian; Haugen, Stein; Liu, Yiliu. (2021) Risk information in decision-making: definitions, requirements and various functions. Journal of Loss Prevention in the Process Industries
  Academic article
• Bensaci, Chaima; Zennir, Youcef; Pomorski, Denis; Innal, Fares; Liu, Yiliu. (2021) Distributed vs. hybrid control architecture using STPA and AHP - Application to an autonomous mobile multi-robot system. International Journal of Safety and Security Engineering (IJSSE)
  Academic article

2020

• Bensaci, Chaima; Zennir, Youcef; Pomorski, Denis; Innal, Fares; Liu, Yiliu; Tolba, Cherif. (2020) STPA and Bowtie risk analysis study for centralized and hierarchical control architectures comparison. Alexandria Engineering Journal
  Academic article
• Feng, Huanhuan; Zhang, Mengjie; Liu, Pengfei; Liu, Yiliu; Zhang, Xiaoshuan. (2020) Evaluation of IoT-enabled monitoring and electronic nose spoilage detection for salmon freshness during cold storage. Foods
  Academic article
• Benhamlaoui, Wafia; Rouainia, Mounira; Liu, Yiliu; Medjram, Mohammed Salah. (2020) Comparative Study of STPA and Bowtie Methods: Case of Hazard Identification for Pipeline Transportation. Journal of Failure Analysis and Prevention
  Academic article
• Rekabi, Mohammed Manar; Liu, Yiliu. (2020) A Hybrid Analysis Method for Train Driver Errors in Railway Systems.
  Academic chapter
• Yang, Ruochen; Utne, Ingrid Bouwer; Liu, Yiliu; Paltrinieri, Nicola. (2020) Dynamic Risk Analysis of Operation of the Autonomous Underwater Vehicle (AUV).
  Academic chapter
• Zhang, Aibo; Zhang, Tieling; Barros, Anne; Liu, Yiliu. (2020) Optimization of maintenances following proof tests for the final element of a safety-instrumented system. Reliability Engineering & System Safety
  Academic article
• Zhang, Aibo; Srivastav, Himanshu; Barros, Anne; Mazurkiewicz, Dariusz; Liu, Yiliu. (2020) Performance Analysis of Redundant Safety-Instrumented Systems Considering the Imprecision of Information in Proof Tests.
  Academic chapter
• Cai, Baoping; Liu, Yiliu; Xie, Min; Khan, Faisal; Abbassi, Rouzbeh. (2020) Editorial: SI on reliability and safety in offshore and marine engineering. Journal of Loss Prevention in the Process Industries
  Editorial
• Lü, Biao; Gao, Ziqiang; Guan, Xinyi; Liu, Yiliu. (2020) Resilience Assessment of Urban Road Network Based on Day-to-Day Traffic Assignment. Xinan Jiaotong Daxue Xuebao
  Academic article
• Wang, Yukun; Liu, Yiliu; Chen, Junyan; Li, Xiaopeng. (2020) Reliability and condition-based maintenance modeling for systems operating under performance-based contracting. Computers & industrial engineering
  Academic article
• Lv, Biao; Gao, Zi-Qiang; Liu, Yiliu. (2020) Evaluation of Road Transportation System Resilience and Link Importance. Jiaotong Yunshu Xitong Gongcheng Yu Xinxi
  Academic article
• Xie, Lin; Lundteigen, Mary Ann; Liu, Yiliu. (2020) Reliability and barrier assessment of series–parallel systems subject to cascading failures. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
  Academic article
• Jiang, Lei; Wang, Xiaomin; Liu, Yiliu; Chen, Guangwu. (2020) DBN-based Operational Reliability and Availability Evaluation of CTCS3-300T Onboard System. Tiedao Xuebao
  Academic article
• Liu, Yiliu. (2020) Safety barriers: Research advances and new thoughts on theory, engineering and management. Journal of Loss Prevention in the Process Industries
  Academic article

2019

• Wang, Yukun; Liu, Yiliu; Zhang, Aibo. (2019) Preventive maintenance optimization for repairable products considering two-dimensional warranty and customer satisfaction. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
  Academic article
• Ahmed, Ahmed Awil A.; Liu, Yiliu. (2019) Throughput-based importance measures of multistate production systems. International Journal of Production Research
  Academic article
• Zhang, Juntao; Kim, Hyungju; Liu, Yiliu; Lundteigen, Mary Ann. (2019) Combining system-theoretic process analysis and availability assessment: A subsea case study. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
  Academic article
• Zhang, Aibo; Barros, Anne; Liu, Yiliu. (2019) Performance analysis of redundant safety-instrumented systems subject to degradation and external demands. Journal of Loss Prevention in the Process Industries
  Academic article
• Li, Mei; Liu, Zixian; Li, Xiaopeng; Liu, Yiliu. (2019) Dynamic risk assessment in healthcare based on Bayesian approach. Reliability Engineering & System Safety
  Academic article
• Qi, Xin-ge; Wang, Haiqing; Liu, Yiliu; Chen, Guoming. (2019) Flexible alarming mechanism of a general GDS deployment for explosive accidents caused by gas leakage. Process Safety and Environmental Protection (PSEP)
  Academic article
• Fan, Dongming; Ren, Yi; Feng, Qiang; Zhu, Bingyu; Liu, Yiliu; Wang, Zili. (2019) A hybrid heuristic optimization of maintenance routing and scheduling for offshore wind farms. Journal of Loss Prevention in the Process Industries
  Academic article
• Jiang, Lei; Liu, Yiliu; Wang, Xiaomin; Lundteigen, Mary Ann. (2019) Operation-oriented reliability and availability evaluation for onboard high-speed train control system with dynamic Bayesian network. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
  Academic article
• Wu, Shengnan; Zhang, Laibin; Zheng, Wenpei; Liu, Yiliu; Lundteigen, Mary Ann. (2019) Reliability modeling of subsea SISs partial testing subject to delayed restoration. Reliability Engineering & System Safety
  Academic article
• Wang, Yukun; Liu, Yiliu; Li, Xiaopeng; Chen, Junyan. (2019) Multi-phase reliability growth test planning for repairable products sold with a two-dimensional warranty. Reliability Engineering & System Safety
  Academic article
• Wang, Yukun; Liu, Yiliu. (2019) Optimal Reliability Growth Program for Repairable and Warranted Products.
  Academic chapter
• Xie, Lin; Lundteigen, Mary Ann; Liu, Yiliu; Kassa, Elias; Zhu, Shengyang. (2019) Performance Assessment of Safety-instrumented Systems Subject to Cascading Failures in High-demand Mode.
  Academic chapter
• Lü, Biao; Liu, Yiliu; Liu, Haixu. (2019) Urban Road Network Design with Balance between Vulnerability and Reliability. Xinan Jiaotong Daxue Xuebao
  Academic article
• Zhu, Tiantian; Haugen, Stein; Liu, Yiliu. (2019) Human Factor Challenges and Possible Solutions for the Operation of Highly Autonomous Ships.
  Academic chapter
• Zhang, Aibo; Liu, Yiliu; Barros, Anne; Kassa, Elias. (2019) A Degrading Element of Safety-instrumented Systems with Combined Maintenance Strategy.
  Academic chapter
• Xie, Lin; Håbrekke, Solfrid; Liu, Yiliu; Lundteigen, Mary Ann. (2019) Operational data-driven prediction for failure rates of equipment in safety instrumented systems: A case study from the oil and gas industry. Journal of Loss Prevention in the Process Industries
  Academic article

2018

• Li, Xiaopeng; Liu, Zixian; Wang, Yukun; Liu, Yiliu. (2018) Optimal burn-in for repairable products sold with two-dimensional warranties considering preventive maintenance.
  Academic chapter
• Cai, Baoping; Xie, Min; Liu, Yonghong; Liu, Yiliu; Feng, Qiang. (2018) Availability-based engineering resilience metric and its corresponding evaluation methodology. Reliability Engineering & System Safety
  Academic article
• Zhang, Aibo; Liu, Yiliu; Barros, Anne; Wang, Yukun. (2018) Prognostic and health management for safety barriers in infrastructures: Opportunities and challenges.
  Academic chapter
• Lv, Bin; Zhang, J.; Liu, Yiliu; Huang, Y. (2018) A method of road network vulnerability identification taking into account travelers' heterogeneous risk attitudes.
  Academic chapter
• Zhang, Junyan; Cai, Baoping; Mulenga, Kabwe; Liu, Yiliu; Xie, Min. (2018) Bayesian network-based risk analysis methodology: A case of atmospheric and vacuum distillation unit. Process Safety and Environmental Protection (PSEP)
  Academic article
• Jiang, Lei; Wang, Xiaomin; Liu, Yiliu. (2018) Reliability evaluation of Chinese Train Control System level 3 using a fuzzy approach. Proceedings of the Institution of mechanical engineers. Part F, journal of rail and rapid transit
  Academic article
• Yao, Jinyong; Wu, Hao; Jiang, Tongmin; Liu, Yiliu. (2018) Research on bayesian reliability growth evaluation method for mechanical products.
  Academic chapter
• Zhang, Juntao; Haskins, Cecilia; Liu, Yiliu; Lundteigen, Mary Ann. (2018) A systems engineering–based approach for framing reliability, availability, and maintainability: A case study for subsea design. Systems Engineering
  Academic article
• Xie, Lin; Lundteigen, Mary Ann; Liu, Yiliu. (2018) Safety barriers against common cause failure and cascading failure: literature reviews and modeling strategies.
  Academic chapter
• Liu, Yiliu; Jiang, Lei. (2018) Modelling reliability analysis of European Train Control System (ETCS).
  Non-fiction chapter
• Wu, Shengnan; Zhang, Laibin; Barros, Anne; Zheng, Wenpei; Liu, Yiliu. (2018) Performance analysis for subsea blind shear ram preventers subject to testing strategies. Reliability Engineering & System Safety
  Academic article
• Wu, Shengnan; Zhang, Laibin; Lundteigen, Mary Ann; Liu, Yiliu; Zheng, Wenpei. (2018) Reliability assessment for final elements of SISs with time dependent failures. Journal of Loss Prevention in the Process Industries
  Academic article
• Xie, Lin; Lundteigen, Mary Ann; Liu, Yiliu. (2018) Common cause failure and cascading failures in technical systems: similarities, differences and barriers.
  Academic chapter

2017

• Zhang, Juntao; Liu, Yiliu; Lundteigen, Mary Ann; Bouillaut, Laurent. (2017) Using Bayesian Networks to quantify the reliability of a subsea system in the early design.
  Academic chapter
• Lee, Shenae; Liu, Yiliu; Paltrinieri, Nicola. (2017) Modelling hazardous event scenarios for decision support.
  Academic chapter
• Cai, Baoping; Xie, Min; Liu, Yonghong; Liu, Yiliu; Ji, Renjie; Feng, Qiang. (2017) A novel critical infrastructure resilience assessment approach using dynamic Bayesian networks. AIP Conference Proceedings
  Academic article
• Yao, Jinyong; Pang, Zhiping; Liu, Yiliu. (2017) The inspection strategy of the subsea gas boosting system considering imperfect test effect.
  Academic chapter
• Zhang, Juntao; Liu, Yiliu; Lundteigen, Mary Ann. (2017) Framing reliability specification in early design phase of subsea systems.
  Academic chapter
• Wang, Yukun; Liu, Yiliu; Liu, Zixian; Li, Xiaopeng. (2017) On reliability improvement program for second-hand products sold with a two-dimensional warranty. Reliability Engineering & System Safety
  Academic article
• Wu, Shengnan; Zhang, Laibin; Liu, S; Liu, Yiliu; Barros, Anne Cecile Pénélope; Lundteigen, Mary Ann. (2017) Reliability assessment for subsea HIPPS valves with partial stroke testing.
  Academic chapter
• Lee, Shenae; Lundteigen, Mary Ann; Paltrinieri, Nicola; Liu, Yiliu; Rød, Magne; Dale, John. (2017) A new design concept of Blowout Preventer for decision support.
  Academic chapter

2016

• Innal, Fares; Lundteigen, Mary Ann; Liu, Yiliu; Barros, Anne. (2016) PFDavg generalized formulas for SIS subject to partial and full periodic tests based on multi-phase Markov models. Reliability Engineering & System Safety
  Academic article
• Liu, Kezhong; Zhang, Jinfen; Yan, Xinping; Liu, Yiliu; Zhang, Di; Hu, Weidong. (2016) Safety assessment for inland waterway transportation with an extended fuzzy TOPSIS. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
  Academic article
• Lu, Ji-min; Innal, Fares; Wu, Xiaoyue; Liu, Yiliu; Lundteigen, Mary Ann. (2016) Two-terminal reliability analysis for multi-phase communication networks. Eksploatacja i Niezawodnosc
  Academic article
• Jigar, Abraham Almaw; Liu, Yiliu; Lundteigen, Mary Ann. (2016) Spurious activation analysis of safety-instrumented systems. Reliability Engineering & System Safety
  Academic article
• Wu, Shengnan; Zhang, Laibin; Zheng, Wenpei; Liu, Yiliu; Lundteigen, Mary Ann. (2016) A DBN-based risk assessment model for prediction and diagnosis of offshore drilling incidents. Journal of Natural Gas Science and Engineering
  Academic article
• Lu, Ji-min; Lundteigen, Mary Ann; Liu, Yiliu; Wu, Xiaoyue. (2016) Flexible truncation method for the reliability assessment of phased mission systems with repairable components. Eksploatacja i Niezawodnosc
  Academic article
• Liu, Yiliu; Rausand, Marvin. (2016) Proof-testing strategies induced by dangerous detected failures of safety-instrumented systems. Reliability Engineering & System Safety
  Academic article

2015

• Wang, Yukun; Liu, Yiliu; Liu, Zixian. (2015) A new preventive maintenance strategy for warranted products considering customer satisfaction.
  Academic chapter
• Innal, Fares; Liu, Yiliu; Lundteigen, Mary Ann; Rausand, Marvin; Barros, Anne. (2015) PFDavg and PFH formulas for SIS subject to partial and full periodic tests.
  Academic chapter
• Jigar, Abraham Almaw; Lundteigen, Mary Ann; Liu, Yiliu. (2015) A new availability allocation method.
  Academic chapter
• Lu, Ji-min; Wu, Xiaoyue; Liu, Yiliu; Lundteigen, Mary Ann. (2015) Reliability analysis of large phased-mission systems with repairable components based on the success-state sampling. Reliability Engineering & System Safety
  Academic article
• Liu, Yiliu; Lundteigen, Mary Ann. (2015) Reliability Importance of the Channels in Safety Instrumented Systems. Lecture Notes in Electrical Engineering
  Academic article
• Liu, Yiliu. (2015) Measuring safety instrumented system. Control engineering
  Academic article
• Wang, Yukun; Liu, Zixian; Liu, Yiliu. (2015) Optimal preventive maintenance strategy for repairable items under two-dimensional warranty. Reliability Engineering & System Safety
  Academic article
• Wang, Tao; Ding, Huapeng; Liu, Yiliu; Lei, Jianbo. (2015) LDMD-oriented blade remanufacturing based on CSC character reconstruction and defect model extraction. Nongye Jixie Xuebao
  Academic article

2014

• Zhang, Peiqing; Dai, Lijuan; Liu, Yiliu. (2014) Modelling operation of service vessels in offshore wind farms using Stochastic Activity Networks. Ship Technology Research
  Academic article
• Liu, Yiliu. (2014) Optimal staggered testing strategies for heterogeneously redundant safety systems. Reliability Engineering & System Safety
  Academic article
• Liu, Yiliu; Dai, Lijuan. (2014) Maintenance-based warranty for offshore wind turbines. IEEE International Conference on Industrial Engineering and Engineering Management
  Academic article
• Zhang, XH; Zhong, Shiquan; Liu, Yiliu; Wang, XL. (2014) A Framing Link Based Tabu Search Algorithm for Large-Scale Multidepot Vehicle Routing Problems. Mathematical Problems in Engineering (MPE)
  Academic article
• Liu, Yiliu. (2014) Discrimination of low- and high-demand modes of safety-instrumented systems based on probability of failure on demand adaptability. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
  Academic article

2013

• Liu, Yiliu; Liu, Zixian; Wang, Yukun. (2013) Customized warranty offering for configurable products. Reliability Engineering & System Safety
  Academic article
• Wang, Tao; Liu, Yiliu; Tang, Jie; Wang, Hao; Wang, Li Wen. (2013) Study on the curve reconstructing in the process of blade repairing. Advanced Materials Research
  Academic article
• Liu, Yiliu; Rausand, Marvin. (2013) Reliability effects of test strategies on safety-instrumented systems in different demand modes. Reliability Engineering & System Safety
  Academic article
• Liu, Yiliu. (2013) Testing strategies of redundant safety instrumented systems with dangerous detected failures. Chemical Engineering Transactions
  Academic article
• Rausand, Marvin; Liu, Yiliu. (2013) 风险评估：理论、方法与应用. Tsinghua University Press
  Textbook

2012

• Wang, Tao; Liu, Yiliu; Wang, Liwen; Wang, Hao; Tang, Jie. (2012) Digitally reverse modeling for the repair of blades in aero-engines. Applied Mechanics and Materials
  Academic article
• Liu, Yiliu; Lundteigen, Mary Ann; Rausand, Marvin. (2012) Reliability assessment of safety-instrumented systems: The influence of demand rates and demand durations.
  Academic chapter
• Liu, Yiliu; Zhang, Zhenyou. (2012) A Literature Review on Modularity in Product Lifecycle.
  Academic chapter

2011

• Liu, Yiliu; Rausand, Marvin. (2011) Reliability assessment of safety instrumented systems subject to different demand modes. Journal of Loss Prevention in the Process Industries
  Academic article
• Liu, Yiliu; Zhang, Zhenyou; Liu, Zixian. (2011) Product Configuration Granularity and Partition: Definitions, Computation Scale and Optimization with PSO. The International Journal of Advanced Manufacturing Technology
  Academic article
• Liu, Yiliu; Zhang, Zhenyou; Liu, ZX. (2011) Customized configuration for hierarchical products: component clustering and optimization with PSO. The International Journal of Advanced Manufacturing Technology
  Academic article