英文著作 English Publication

Published Peer-Reviewed Journal Paper

* indicates the corresponding author.

1. Lin C-Y.*, Liu X., Barkan C.P.L. (2025). Probabilistic Modelling of Optimal Placement Strategies of Hazardous Materials Railcars in Freight Trains. Accident Analysis & Prevention, 213, 107957. https://doi.org/10.1016/j.aap.2025.107957
2. Lin C-Y.*, Chen Yu-Te, Huang Yu-Sheng. (2025) Analyzing safety weaknesses in organizational interfaces and their effects on railway Safety: A case study of the Taroko train Collision in Taiwan. Transportation Research Interdisciplinary Perspectives, 29, 101333 (ESCI). https://doi.org/10.1016/j.trip.2025.101333
3. Zhang Z. and Lin C-Y.* (2024) Risk analysis of weather-related railroad accidents in the United States. Reliability Engineering and System Safety, 225, 110647 (SCI). https://doi.org/10.1016/j.ress.2024.110647
4. Kang D., Zhao J., Dick C.T., Liu X.*, Lin C-Y., Bian Z., and Kirkpatrick S.W. (2024). Quantifying the Influence of Tank Car Position and Train Configuration on the Risk of Rail Transport of Class 3 Flammable Liquids. Transportation Research Record (SCI), https://doi.org/10.1177/03611981241274649
5. Djordjevic B., Krmac E., Lin C-Y., Fröidh O., and Kornejad B. (2024). An Optimisation-based Digital Twin for Automated Operation of Rail Level Crossings. Expert Systems with Applications, 239, 122422 (SCI). https://doi.org/10.1016/j.eswa.2023.122422
6. Lin C-Y.*, Hwang M-J., and Yen T-H. (2023). Research on Risk Assessment of Container Operation Process in Ports. Journal of Marine Science and Technology, 31(4) (SCI). https://doi.org/10.51400/2709-6998.2718
7. Blumenfeld M., Lin C-Y.*, Jack A., Abdurrahman U.T., Gerstein T., and Barkan C.P.L., (2023). Towards measuring national railways’ safety through a benchmarking framework of transparency and published data. Safety Science, 164, 106188. (SCI). https://doi.org/10.1016/j.ssci.2023.106188
8. Lin C-Y.*, Blumenfeld M., Gerstein T., Barkan C.P.L., Jack A., and Abdurrahman U.T. (2023). International Benchmarking of Railroad Safety Data Systems and Performance – A Cross-Continental Case Study of Six Countries. Journal of Rail Transport Planning and Management, 26, 100384 (ESCI, EI) https://doi.org/10.1016/j.jrtpm.2023.100384
9. Kang D., Zhao J., Dick C.T., Liu X.*, Bian Z., Kirkpatrick S.W., and Lin C-Y. (2023). Probabilistic risk analysis of unit trains versus manifest trains for transporting hazardous materials. Accident Analysis & Prevention, 181, 106950. (SCI) https://doi.org/10.1016/j.aap.2022.106950
10. Lin C-Y.*, Liu X., Kim J., and Barkan C.P.L., (2022). General model of the effect of hazardous materials car placement in trains and their probability of derailment. Transportation Research Record, 2676(10), pp.28 – 37. (SCI) https://doi.org/10.1177/03611981221088586
11. Lin C-Y.*, Saat M.R., and Barkan C.P.L., (2022). Semi-Quantitative Risk Assessment of Adjacent Track Accidents on Shared-Use Rail Corridors. Journal of Rail Transport Planning and Management, 24, 100355 (ESCI, EI) https://doi.org/10.1016/j.jrtpm.2022.100355
12. Kirkpatrick S.W., Lin C-Y.*, Iannacone L., Gharzouzi P., Treichel T.T., Barkan, C.P.L., and Gardoni P., (2022). Derailment Analysis for Prediction of Damage and Probability of Release for Novel Railroad Tank Car Designs. Transportation Research Record (SCI) https://doi.org/10.1177/03611981221137589
13. Zhang Z., Lin C-Y., Liu X.*, Bian Z., Dick C.T., Zhao J., and Kirkpatrick S.W., (2022). An empirical analysis of freight train derailment rates for unit trains and manifest trains. Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit(SCI) https://doi.org/10.1177/09544097221080615
14. Lin C-Y.*, Saat M.R., and Barkan C.P.L., (2020). Quantitative causal analysis of mainline passenger train accidents in the United States. Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit 234(8), 869-884 (SCI). https://doi.org/10.1177/0954409719876128
15. Lin C-Y.*, Saat M.R., and Barkan C.P.L., (2016). Fault tree analysis of adjacent track accidents on shared-use rail corridors. Transportation Research Record: Journal of the Transportation Research Board 2546, 129-136 (SCI). https://doi.org/10.3141/2546-16
16. Lai Y-C.*, Kawprasert A., Lin C-Y., Saat M.R., Liang C-H., and Barkan C.P.L., (2011). Integrated optimization model to manage risk of transporting hazardous materials on railroad networks. Transportation Research Record: Journal of the Transportation Research Board 2261, 115-123 (SCI). https://doi.org/10.3141/2261-13

Conference Proceedings

1. Gharzouzi P., Kirkpatrick S.W., Iannacone, L., Gardoni P., Lin C-Y., Treichel T.T., and Barkan, C.P.L., 2024. Simulation-Based Framework to Evaluate the Accident Performance of Novel Railroad Tank Cars. In: Proceedings of ASME 2024 Joint Rail Conference, Columbia, South Carolina, United States. May 2024.
2. Lin C-Y., Song C., and Barkan C.P.L. 2024. Quantitative Analysis of Railroad Train Collisions in the United States. In: Proceedings of the 103rd Annual Meeting of the Transportation Research Board, Washington D.C., United States. January 2024.
3. Lin C-Y., Chen S., and Barkan C.P.L. 2023. Quantitative Analysis of North American Railroad Train Collisions. In: Proceedings of the 2023 International Heavy Haul Association (IHHA) Conference, Rio de Janeiro, Brazil. August 2023 <Best Paper Award>
4. Liu X., Lin C-Y., and Barkan C.P.L. 2023. Quantitative comparative analysis of conventional and distributed power train derailment characteristics. In: Proceedings of the 2023 International Heavy Haul Association Conference (IHHA), Rio de Janeiro, Barzil. August 2023
5. Lin C-Y., Liu X., and Barkan C.P.L. 2023. Probabilistic Modelling of Optimal Placement Strategies of Hazardous Materials Railcars in Freight Trains. In: RailBelgrade 2023 – the 10th International Conference on Railway Operations Modelling and Analysis (ICROMA), Belgrade, Serbia. April 2023.
6. Kang D., Zhao J., Dick C.T., Liu X., Lin C-Y., Bian Z., and Kirkpatrick S.W. 2023. The Impacts of Tank Car Position and Train Configuration on the Risk of Rail Transport of Hazardous Materials. In: Proceedings of the 102nd Annual Meeting of the Transportation Research Board, Washington D.C., United States. January 2023.
7. Lin C-Y., Liu X., and Barkan C.P.L. 2022. Optimal Strategies for Dangerous-Goods Wagon Placement in Freight Trains: A Probabilistic Modeling Approach. In: Proceedings of the 13th World Congress on Railway Research, Birmingham, United Kingdom. June 2022.
8. Lin C-Y., Gerstein T., and Barkan C.P.L. 2022. Benchmarking Safety of Connected Railway Systems: An International Case Study of the United States and Canada. In: Proceedings of the 13th World Congress on Railway Research, Birmingham, United Kingdom. June 2022.
9. Kirkpatrick S.W., Treichel T.T., Barkan, C.P.L., Lin C-Y., Iannacone L., Gharzouzi P., and Gardoni P., (2022). Improving Understanding of Railroad Tank Wagon Performance in Accidents Through Simulation-Based Derailment Analyses. In: Proceedings of the 13th World Congress on Railway Research, Birmingham, United Kingdom. June 2022.
10. Lin C-Y., Gerstein T., Barkan C.P.L., Jack A., Blumenfeld M., and Abdurrahman U.T. (2022). International Benchmarking of Railroad Safety Data Systems and Performance – A Cross-Continental Case Study of Six Countries. In: Proceedings of the 101st Annual Meeting of the Transportation Research Board, Washington D.C., United States. January 2022.
11. Lin C-Y., Saat M.R., and Barkan C.P.L., (2020). A Risk Management Tool to Evaluate Adjacent Track Accidents on Shared-Use Rail Corridors. In: Proceedings of the 2020 AREMA Annual Conference, Virtual Conference. September 2020.
12. Lin C-Y., B.C. Sooter, C.P.L. Barkan, 2020. Effect of Automatic Train Protection Technologies on Railroad Accident Prevention. In: Proceedings of the 99th Annual Meeting of the Transportation Research Board, Washington D.C., USA.
13. Lin C-Y., C.P.L. Barkan, 2019. Modeling the Probability of Train Presence on Adjacent Tracks in Railway Vehicle Intrusion Scenarios. In: Proceedings of the 2019 World Congress of Railway Research, Tokyo, Japan.
14. Lin C-Y., C.P.L. Barkan, 2019. Train Presence Probability Modelling in the Risk Assessment of Adjacent Track Accidents on Multiple Track Territory. In: Proceedings of the 2019 International Heavy Haul Association Conference, Narvik, Norway.
15. Lin C-Y., M.R. Saat, C.P.L. Barkan, 2018. Major Factors Affecting Passenger Train Accident Occurrence and Severity in the United States: 1996 – 2015. In: Proceedings of the 97th Annual Meeting of the Transportation Research Board, Washington D.C., USA.
16. Lin C-Y., M.R. Saat, 2014. Semi-Quantitative Risk Assessment of Adjacent Track Accidents on Shared Used-Rail Corridor. In: Proceedings of the 2014 Joint Rail Conference, Colorado Springs, Colorado, USA.
17. Lin C-Y., M.R. Saat, C.P.L. Barkan, 2014. Causal Analysis of Passenger Train Accident on Shared-Use Rail Corridors. In: Proceedings of the 93rd Annual Meeting of the Transportation Research Board, Washington D.C., USA.

Selected Technical Reports

1. Lin C-Y., Liu X., Gerstein T., and Barkan C.P.L., (2021). Annual Report of Hazardous Materials Transported by Rail – 2020. Association of American Railroads.
2. Lin C-Y. and Barkan C.P.L., (2021). Annual Report of Non-Accident Releases of Hazardous Materials Transported by Rail – 2020. Association of American Railroads.
3. Kirkpatrick S.W., Gharzouzi P., Roscoe G.S., Wang B.Z., Li W., Lin C-Y., Treichel T.T., Barkan C.P.L., Gardoni P., and Iannacone L, (2021). Development of the Relationships between Conditional Probability of Release/Expected Quantity of Release and Modeling and Test Results: Phase 2.1 – Refinement of Derailment. Simulation and Development of Modeling Factors. RSI-AAR Railroad Tank Car Safety Research and Test Project.
4. Lin C-Y., Kim J., Liu X., and Barkan C.P.L., (2020). Annual Report of Hazardous Materials Transported by Rail – 2019. Association of American Railroads.
5. Lin C-Y., Zeng Y., and Barkan C.P.L., (2020). Annual Report of Non-Accident Releases of Hazardous Materials Transported by Rail – 2019. Association of American Railroads.
6. Barkan C.P.L. and Lin C-Y., (2020). Shared Rail Corridor Adjacent Track Accident Risk Analysis – Part 2. Report for the National University Rail Center (Project ID: NURail2017-UIUC-R18).
7. Lin C-Y., Wang B.Z., Kim J., Liu X., and Barkan C.P.L., (2019). Annual Report of Hazardous Materials Transported by Rail – 2018. Association of American Railroads.
8. Kim J., Lin C-Y., and Barkan C.P.L., (2019). Annual Report of Non-Accident Releases of Hazardous Materials Transported by Rail – 2018. Association of American Railroads.
9. Lin C-Y., Wang B.Z., Zhang L., Li W., Roscoe G.S., Wang K., Kim J., and Barkan C.P.L., (2018). Annual Report of Hazardous Materials Transported by Rail – 2017. Association of American Railroads.
10. Li W., Lin C-Y., Roscoe G.S., Wang K., Kim J., and Barkan C.P.L., (2018). Annual Report of Non-Accident Releases of Hazardous Materials Transported by Rail – 2017. Association of American Railroads.
11. Lin C-Y., Wang B.Z., Li W., Zhang L., Roscoe G.S., Chadwick S., and Barkan C.P.L., (2017). Annual Report of Hazardous Materials Transported by Rail – 2016. Association of American Railroads.
12. Li W., Roscoe G.S., Lin C-Y., and Barkan C.P.L., (2017). Annual Report of Non-Accident Releases of Hazardous Materials Transported by Rail – 2016. Association of American Railroads.
13. Saat M.R. and Lin C-Y., (2014). Shared Rail Corridor Adjacent Track Accident Risk Analysis. Report for the National University Rail Center (Project ID: NURail2013-UIUC-R08).

中文著作 Chinese Publication

研討會論文：

1. 林揚揚、林陳佑，「多屬性鐵路事故嚴重度衡量與整合」，中華民國運輸學會113年年會暨學術論文國際研討會，逢甲大學，台中市，2024年。
2. 陳怡蓁、孫千山、鍾志成、黃邵琪、施千華、林陳佑、魏健宏、邱柏翰、蔡沛禹、朱珮芸、鄔德傳、賴宜弘、楊家銘，「鐵道系統氣候變遷調適機制與方法之初探」，中華民國運輸學會113年年會暨學術論文國際研討會，逢甲大學，台中市，2024年。
3. 林揚揚、林陳佑，「鐵道事故風險嚴重度衡量之文獻回顧」，中華民國運輸學會112年年會暨學術論文國際研討會，劍潭青年活動中心，台北市，2023年。
4. 林陳佑，黃明居，顏子恒，「貨櫃港口作業流程風險評估之研究」，中華民國運輸學會111年年會暨學術論文國際研討會，國立臺灣海洋大學，基隆市，2022年。

研究計畫 Research Projects

1. Multi-dimension Consequence Assessment for Railway Safety and Risk Analysis – Phase II: A Multi-attribute Utility Theory Approach and Meta-Severity Concept (多屬性效用理論運用於軌道運輸事故多面向嚴重性評估之研究 – 第二階段：統合嚴重度模型). National Science and Technology Council (中華民國國家科學及技術委員會) (NSTC grant: 113-2221-E-A49 -037 -MY2). August 2024 to July 2026.
2. Benchmarking of Railway Infrastructure Sustainability and Resilience Under Climate Change: A Case Study between UK and Taiwan (Royal Society (United Kingdom) grant: IEC_R3_223057). April 2023 to March 2025.
3. Quantitative Analysis and Derivation of Incident-Specific Train Delay Metrics using Empirical Data from Taiwan Railways (以台鐵資料分析列車誤點指標與軌道事故／事件類型之計量關係與影響因子). National Science and Technology Council (中華民國國家科學及技術委員會) (NSTC grant: MOST-112-2221-E-A49-043). August 2023 to July 2024.
4. 2022 Traffic Safety Performance Management (111年度道路交通安全觀測指標（中華民國交通部），協同主持人). April 2022 to March 2023.
5. Multi-dimension Consequence Assessment for Railway Safety and Risk Analysis – A Multi-attribute Utility Theory (MAUT) Approach (多屬性效用理論運用於軌道運輸事故多面向嚴重性評估之研究). National Science and Technology Council (中華民國國家科學及技術委員會) (NSTC grant: MOST-111-2221-E-A49-027). August 2022 to July 2023.
6. Holistic Risk Management and Safety Improvement of Railway Transportation in Taiwan Through Advanced Data Analytics and Quantitative Risk Assessment Approaches (以先進資料分析以及風險管理方法提升台灣軌道運輸系統安全之研究). Ministry of Science and Technology (中華民國科技部) (MOST grant: 110-2222-E-A49-011). November 2021 to October 2022.
7. Development of the Relationships between Conditional Probability of Release/Expected Quantity of Release and Modeling and Test Results: Phase 2.2. RSI-AAR Railroad Tank Car Safety Research and Test Project. January 2020 to present.
8. Railroad Tank Car Conditional Probability of Release (CPR) Study – 2021. RSI-AAR Railroad Tank Car Safety Research and Test Project. February 2020 to August 2021.
9. Risk Analysis Methodology for Hazardous Material Unit and Manifest Trains. Federal Railroad Administration. August 2019 to August 2021 (FRA grant: 693JJ619C000017).
10. Shared Rail Corridor Adjacent Track Accident Risk Analysis – Part 2. National University Rail Center. August 2017 – August 2019 (DTRT13-G-UTC52 (Grant 2)).
11. Hazards Associated with HSR Operations Adjacent to Conventional Tracks Enhanced Literature Review Part I to Part III. Federal Railroad Administration. March 2014 – June 2014 (DOT/FRA/ORD-19/27, 19/28, 19/29).
12. Shared Rail Corridor Adjacent Track Accident Risk Analysis. National University Rail Center. July 2013 – June 2014 (DTRT12-G-UTC18 (Grant 1)).