Dr Shiqi Fan
School of Engineering
Faculty of Engineering and Technology
Email: S.Fan@ljmu.ac.uk
ORCID
Research interests:
· Maritime human factors
· Maritime safety and security
· Accident analysis and prevention
· Decision making
Languages
English
Chinese (Mandarin)
Degrees
2020, Liverpool John Moores University, United Kingdom, PhD
2020, Wuhan University of Technology, China, PhD
2014, Wuhan University of Technology, China, BEng
Certifications
2023, Engineering Council, Charted Engineer (CEng)
2023, Institute of Marine Engineering Science and Technology, United Kingdom, CMarEng MIMarEST
2022, Advance HE's leadership development, Aurora 2022
Academic appointments
Research Fellow, Liverpool John Moores University, 2021 - present
Highlighted publications
Fan S, Yang Z. 2023. Towards objective human performance measurement for maritime safety: A new psychophysiological data-driven machine learning method Reliability Engineering and System Safety, 233 DOI Publisher Url Public Url
Fan S, Yang Z. 2022. Safety and security co-analysis in transport systems: Current state and regulatory development Transportation Research Part A: Policy and Practice, 166 :369-388 DOI Publisher Url Public Url
Fan S, Yang Z, Wang J, Marsland J. 2022. Shipping accident analysis in restricted waters: Lesson from the Suez Canal blockage in 2021 Ocean Engineering, 266 DOI Publisher Url Public Url
Fan S, Blanco Davis E, Zhang J, Bury A, Warren J, Yang Z, Yan X, Wang J, Fairclough S. 2020. The Role of the Prefrontal Cortex and Functional Connectivity during Maritime Operations: An fNIRS study Brain and Behavior, DOI Author Url Publisher Url Public Url
Fan S, Zhang J, Blanco-Davis E, Yang Z, Yan X. 2020. Maritime accident prevention strategy formulation from a human factor perspective using Bayesian Networks and TOPSIS Ocean Engineering, 210 DOI Author Url Publisher Url Public Url
Fan S, Blanco-Davis E, Yang Z, Zhang J, Yan X. 2020. Incorporation of human factors into maritime accident analysis using a data-driven Bayesian network Reliability Engineering and System Safety, 203 DOI Author Url Publisher Url Public Url
Fan S, Zhang J, Blanco-Davis E, Yang Z, Wang J, Yan X. 2018. Effects of seafarers' emotion on human performance using bridge simulation Ocean Engineering, 170 :111-119 DOI Author Url Publisher Url Public Url
Journal article
Bury A, Fan S, Khalique A, Saeed F. 2025. Behind the eyes of a watchkeeping officer Seaways: The International Journal of The Nautical Institute, 1 :21-23 Publisher Url Public Url
Liang X, Fan S, Li H, Jones G, Yang Z. 2025. Navigating Uncertainty: A Novel Framework for Assessing Barriers to Blockchain Adoption in Freeport Operations Journal of Marine Science and Engineering, 13 DOI Publisher Url
Liang X, Fan S, Lucy J, Chen J, Coleman J, Li Y, Qu Z, Li H, Yang Z. 2024. Quantitative sustainability assessment of freeports: Hybrid model evidence from the UK Journal of Cleaner Production, 487 DOI Publisher Url Public Url
Fan S, Fairclough S, Khalique A, Bury A, Yang Z. 2024. Towards advanced decision-making support for shipping safety: A functional connectivity analysis Transportation Research Part E: Logistics and Transportation Review, 193 DOI Publisher Url Public Url
Fan S, Shi K, Weng J, Yang Z. 2024. Letting losses be lessons: Human-machine cooperation in maritime transport Reliability Engineering and System Safety, 253 DOI Publisher Url Public Url
Shi K, Fan S, Weng J, Yang Z. 2024. Seafarer competency analysis: Data-driven model in restricted waters using Bayesian networks Ocean Engineering, 311 DOI Publisher Url Public Url
Ma X, Fan S, Blanco-Davis E, Shi G, Yang Z. 2024. Bulk carrier accident severity analysis in Australian waters using a data-driven Bayesian network Ocean Engineering, 310 DOI Publisher Url Public Url
Shi K, Weng J, Fan S, Blanco-Davis E, Yang Z. 2024. Exploring the influence of seafarers’ individual characteristics on the perceived risk in Maritime emergencies: A simulator study Journal of Transportation Safety and Security, :1-25 DOI Publisher Url Public Url
Cui R, Liu Z, Wang X, Fuchi M, Konishi T, Zhou Y, Tao J, Yang Z, Fan S, Zhao Z. 2023. The Evaluation of Seafarer Fatigue as a Performance-Shaping Factor in the Maritime HRA Method ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 9 DOI Publisher Url
Fan S, Yang Z. 2023. Accident data-driven human fatigue analysis in maritime transport using machine learning Reliability Engineering & System Safety, 241 DOI Publisher Url Public Url
Shi K, Weng J, Fan S, Yang Z, Ding H. 2023. Exploring seafarers’ emotional responses to emergencies: An empirical study using a shiphandling simulator Ocean and Coastal Management, 243 DOI Publisher Url Public Url
Fan S, Yang Z. 2023. Analysing seafarer competencies in a dynamic human-machine system Ocean and Coastal Management, 240 DOI Publisher Url Public Url
Fan S, Blanco-Davis E, Fairclough S, Zhang J, Yan X, Wang J, Yang Z. 2023. Incorporation of seafarer psychological factors into maritime safety assessment Ocean and Coastal Management, 237 DOI Publisher Url Public Url
Fan S, Yang Z. 2023. Towards objective human performance measurement for maritime safety: A new psychophysiological data-driven machine learning method Reliability Engineering and System Safety, 233 DOI Publisher Url Public Url
Cao Y, Wang X, Wang Y, Fan S, Wang H, Yang Z, Liu Z, Wang J, Shi R. 2023. Analysis of factors affecting the severity of marine accidents using a data-driven Bayesian network Ocean Engineering, 269 DOI Publisher Url Public Url
Fan S, Yang Z. 2022. Safety and security co-analysis in transport systems: Current state and regulatory development Transportation Research Part A: Policy and Practice, 166 :369-388 DOI Publisher Url Public Url
Fan S, Yang Z, Wang J, Marsland J. 2022. Shipping accident analysis in restricted waters: Lesson from the Suez Canal blockage in 2021 Ocean Engineering, 266 DOI Publisher Url Public Url
Cui R, Liu Z, Wang X, Yang Z, Fan S, Shu Y. 2022. The impact of marine engine noise exposure on seafarer fatigue: A China case Ocean Engineering, 266 DOI Publisher Url Public Url
Liang X, Fan S, Lucy J, Yang Z. 2022. Risk analysis of cargo theft from freight supply chains using a data-driven Bayesian network Reliability Engineering and System Safety, 226 :1 DOI Publisher Url Public Url
Fan S, Blanco Davis E, Zhang J, Bury A, Warren J, Yang Z, Yan X, Wang J, Fairclough S. 2020. The Role of the Prefrontal Cortex and Functional Connectivity during Maritime Operations: An fNIRS study Brain and Behavior, DOI Author Url Publisher Url Public Url
Fan S, Zhang J, Blanco-Davis E, Yang Z, Yan X. 2020. Maritime accident prevention strategy formulation from a human factor perspective using Bayesian Networks and TOPSIS Ocean Engineering, 210 DOI Author Url Publisher Url Public Url
Fan S, Blanco-Davis E, Yang Z, Zhang J, Yan X. 2020. Incorporation of human factors into maritime accident analysis using a data-driven Bayesian network Reliability Engineering and System Safety, 203 DOI Author Url Publisher Url Public Url
Fan S, Yang Z, Blanco-Davis E, Zhang J, Yan X. 2020. Analysis of maritime transport accidents using Bayesian networks Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, DOI Author Url Publisher Url Public Url
Fan S, Zhang J, Blanco-Davis E, Yang Z, Wang J, Yan X. 2018. Effects of seafarers' emotion on human performance using bridge simulation Ocean Engineering, 170 :111-119 DOI Author Url Publisher Url Public Url
Wan C, Yang Z, Zhang D, Yan X, Fan S. 2017. Resilience in transportation systems: a systematic review and future directions Transport Reviews, DOI Author Url Publisher Url Public Url
Chapters
Liang X, Fan S, Yang Z. 2025. Risk analysis and preventive strategies for cargo theft in freight supply chain operations Reference Module in Social Sciences Elsevier 9780443157851 DOI Publisher Url
Fan S, Yang Z. 2022. A neurophysiological data driven framework for assessing mental workload of seafarers 2 :197-204 DOI Publisher Url
Conference publication
Fan S, Yang Z. 2023. Systematic analysis of human factors in maritime transportation 7th IEEE International Conference on Transportation Information and Safety, ICTIS 2023, :158-164 DOI Publisher Url
Wang Z, Zhang J, Mao Z, Fan S, Wang Z, Wang H. 2022. Emotional State Evaluation during Collision Avoidance Operations of Seafarers Using Ship Bridge Simulator and Wearable EEG 6th International Conference on Transportation Information and Safety: New Infrastructure Construction for Better Transportation, ICTIS 2021, 2021 6th International Conference on Transportation Information and Safety (ICTIS) :415-422 DOI Publisher Url Public Url
Chen J, Fan S, Zhang J, Tian W. 2019. Feature Extraction of Seafarers' Workload Based on EEG Signals Guo W, Li S, Miao Q. 2019 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-QINGDAO), 10th IEEE Prognostics and System Health Management Conference (PHM-Qingdao) DOI Author Url Publisher Url
Fan S, Zhang J, Blanco-Davis E, Yang Z, Wang J, Yan X. 2018. Study on seafarers’ emotion identification during watch-keeping using bridge simulation Safety and Reliability - Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018, 28th International European Safety and Reliability Conference :347-354 DOI Author Url Publisher Url Public Url
Fan S, Yan X, Zhang J, Wang J. 2017. A Review on Human Factors in Maritime Transportation Using Seafarers' Physiological Data 2017 4TH INTERNATIONAL CONFERENCE ON TRANSPORTATION INFORMATION AND SAFETY (ICTIS), 4th International Conference on Transportation Information and Safety (ICTIS) :104-110 DOI Author Url Publisher Url
Liang Z, Mao W-G, Zhang D, Fan S-Q. 2017. Use of Bayesian networks for emergency assistance assessment of ship capsizing 2017 4TH INTERNATIONAL CONFERENCE ON TRANSPORTATION INFORMATION AND SAFETY (ICTIS), 4th International Conference on Transportation Information and Safety (ICTIS) :92-98 DOI Author Url Publisher Url
Yan XP, Zhang JF, Wu B, Fan SQ, Zhang D. 2016. Strategies on improving maritime transportation safety of the Yangtze River Soares CG, Santos TA. MARITIME TECHNOLOGY AND ENGINEERING 3, VOLS 1-2, 3rd International Conference of Maritime Technology and Engineering (MARTECH) :29-38 DOI Author Url Publisher Url
Fan S, Zhang D, Blanco-Davis E, Wang J, Huang M, Zhang F, Yan X. 2016. Current Status and Framework of China's Inland Passenger Ship Safety System Zhang R, Zhang J, Hensher D, Fu X, Hua G, Tang M. 2016 INTERNATIONAL CONFERENCE ON LOGISTICS, INFORMATICS AND SERVICE SCIENCES (LISS' 2016), International Conference on Logistics, Informatics and Service Sciences (LISS) DOI Author Url Publisher Url
Thesis/Dissertation
Fan S. 2020. HUMAN FACTORS IN MARITIME TRANSPORTATION AND MENTAL WORKLOAD ANALYSES FOR SEAFARERS IN BRIDGE SIMULATION Blanco Davis E, Yang Z, Fairclough S. Public Url