Dergiler / Demiryolu Mühendisliği / 2026 / Sayı: 25

Tramvay Taşımacılığında Kaza ve Operasyonel Aksaklık Risklerinin Resim Bulanık HTEA ile Değerlendirilmesi: Eskişehir Örneği

Assessment of Accident and Operational Disruption Risks in Tram Transportation Using Picture Fuzzy FMEA: The Case of Eskişehir

Fatma Yaşlı Şen(ESKİŞEHİR TEKNİK ÜNİVERSİTESİ)0000-0002-0768-8392
Sayfa
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Yayın Tarihi
2026-09-15
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⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

Uygulanan yaklaşım ile risk unsurlarının etkin bir biçimde önceliklendirilmesi sağlanarak, risk yönetimine dair öneriler sunulmuştur.

📌 3 Maddede Bu Makale

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Amaç & Hipotez:Tramvaylar, sundukları ekonomik ve çevreci taşımacılık hizmeti ile, şehirlerin sürdürülebilirliğinde önemli bir paya sahiptir.
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Temel Bulgular & Veri:Analiz için Hata Türü ve Etkileri Analizi (HTEA) yöntemi kullanılarak yaşanmış olaylar, ramak kala olayları ve yaşanmasa da meydana gelme ihtimali olan tüm istenmeyen olayların olası farklı sonuçları ile birlikte ele alınması sağlanmıştır.
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Sonuç & Katkı:Uygulanan yaklaşım ile risk unsurlarının etkin bir biçimde önceliklendirilmesi sağlanarak, risk yönetimine dair öneriler sunulmuştur.
🔬Tür:Literatür & Derleme Çalışması
📍Kapsam:Genişletilmiş Akademik Örneklem
⚙️Değişkenler:Tramvay taşımacılığı · Risk değerlendirmesi · HTEA

Özet

Tramvaylar, sundukları ekonomik ve çevreci taşımacılık hizmeti ile, şehirlerin sürdürülebilirliğinde önemli bir paya sahiptir. Tramvay işletmelerinin faaliyetlerini çoğunlukla karma trafik içerisinde gösteriyor olmaları, içsel ve dışsal pek çok risk unsuru ile mücadele etmelerini gerektirir. Bu çalışmada tramvay taşımacılık faaliyetlerinin durmasına ya da kesintiye uğramasına sebep olan kaza ve olayların ele alınması için literatür ve uzman görüşleri aracılığıyla kapsamlı bir risk incelemesi yapılmıştır. Analiz için Hata Türü ve Etkileri Analizi (HTEA) yöntemi kullanılarak yaşanmış olaylar, ramak kala olayları ve yaşanmasa da meydana gelme ihtimali olan tüm istenmeyen olayların olası farklı sonuçları ile birlikte ele alınması sağlanmıştır. Diğer yandan uzman görüşlerindeki anlaşmazlık ve tarafsızlık gibi belirsizliklerin de ele alınmasını sağlayan resim bulanık kümelerden yararlanılmıştır. Önerilen yaklaşım Eskişehir tramvay işletmesine uygulanmış olup, en yüksek risk öncelik değerine sahip hata unsurlarının sürücü kontrolü dışındaki unsurlardan oluştuğu görülmüştür. Özellikle yayaların kulaklık veya telefon sebepli tramvayı fark etmemesi ile tramvay yolundaki bisikletlilerin tramvay faaliyetleri açısından yarattığı risk dikkat çekici düzeydedir. Uygulanan yaklaşım ile risk unsurlarının etkin bir biçimde önceliklendirilmesi sağlanarak, risk yönetimine dair öneriler sunulmuştur.

Abstract

Trams play a significant role in urban sustainability thanks to their economical and environmentally friendly transport services. However, the fact that tram operations mostly take place in mixed traffic environments means that numerous internal and external risk factors must be addressed. This study uses literature and expert opinions to conduct a comprehensive risk analysis examining accidents and incidents that cause tram operations to stop or be interrupted. The Failure Mode and Effects Analysis (FMEA) method was employed to consider all potential undesirable events, including past incidents and near misses. Furthermore, picture fuzzy sets were used to address uncertainties with the agreement, disagreement, and neutrality in expert opinions. Applying the suggested approach to the Eskişehir tram operation revealed that failures with the highest risk priority values were outside driver control. Notably, the risks posed by pedestrians failing to notice the tram due to using headphones or mobile phones, and by cyclists on the tram tracks, are significant. The approach applied here enables the effective prioritization of risk factors and provides recommendations for risk management.

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Bu Makaleye Atıf Yap

Şen, F. Y. (2026). Tramvay Taşımacılığında Kaza ve Operasyonel Aksaklık Risklerinin Resim Bulanık HTEA ile Değerlendirilmesi: Eskişehir Örneği. Demiryolu Mühendisliği, Sayı: 25. https://doi.org/10.47072/demiryolu.2027533

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Kaynakça (54)

  1. M. Olesen, “Framing light rail projects–Case studies from Bergen, Angers and Bern,” Case Studies on Transport Policy, vol. 2, no. 1, pp. 10-19, 2014.
  2. R. Żochowska, M. J. Kłos, and P. Soczówka, “Analysis of traffic safety at intersections of roadways and tram tracks,” Roads and Bridges - Drogi i Mosty, vol. 20, no.1, pp. 41-56, 2021, doi: 10.7409/rabdim.021.003
  3. M. Rydlewski, A. Tubis, and G. Skroumpelos, “Tram stop infrastructure in Poland in the aspect of safety,” Archives of Transport, vol. 65, n.1, pp. 105-118, 2023, doi: 10.5604/01.3001.0016.2480
  4. J. Szmagliński, S. Grulkowski, and K. Birr, “Identification of safety hazards and their sources in tram transport,” in MATEC Web of Conferences, vol 231, 2018, pp. 1-9, doi: 10.1051/matecconf/201823105008
  5. G. K. Kaya, F. Ozturk, and E. E. Sariguzel, “System-based risk analysis in a tram operating system: Integrating Monte Carlo simulation with the functional resonance analysis method,” Reliability Engineering & System Safety, vol. 215, 2021, doi: 10.1016/j.ress.2021.107835
  6. M. Guerrieri, “Tramways in urban areas: an overview on safety at road intersections,” Urban Rail Transit, vol. 4, no.4, pp. 223-233, 2018.
  7. K. B. Akalın, H. O. Tezcan, and S. Bilgic, “Investigation of the factors affecting the severity of tramway accidents in Eskisehir,” in Proceedings of the XIII Balkan Conference on Operational Research, pp. 406–413, 2018.
  8. C. Castanier, F. Paran, and P. Delhomme, “Risk of crashing with a tram: Perceptions of pedestrians, cyclists, and motorists,” Transportation Research Part F: Traffic Psychology and Behaviour, vol. 15, n. 4, pp. 387–394, 2012, doi: 10.1016/j.trf.2012.03.003
  9. Y. Gao, and C. K. Lau, “Risk assessment of urban rail transit project using interpretative structural modelling: Evidence from China,” Mathematical Problems in Engineering, pp. 1-10, 2021
  10. M. Li, Y. Wang, L. Jia, and Y. Cui, “Risk propagation analysis of urban rail transit based on network model,” Alexandria Engineering Journal, vol. 59, n.3, pp. 1319–1331, 2020.
  11. O. Cats, M. Yap, and N. van Oort, “Exposing the role of exposure: Public transport network risk analysis,” Transportation Research Part A: Policy and Practice, vol. 88, pp. 1–14, 2016.
  12. T. H. A. Nguyen, J. Trinckauf, T. A. Luong, and T. T. Truong, “Risk analysis for train collisions using fault tree analysis: Case study of the Hanoi Urban Mass Rapid Transit,” Urban Rail Transit, vol. 8, n. 4, pp. 185-199, 2022, doi: 10.1007/s40864-022-00181-y
  13. M. Rydlewski, and A. A. Tubis, “Criteria for assessing the safety and functionality of tram stops,” Sustainability, vol. 14, n. 20, 2022, 13162.
  14. A. Hedelin, O. Bunketorp, and U. Björnstig, “Public transport in metropolitan areas — a danger for unprotected road users,” Safety Science, vol. 40, n. 5, pp. 467–477, 2022
  15. D. Ou, H. Yan, Y. Yang, and J. Xu, “Analysis of tram conflict risk with pedestrian at the intersection based on ATA,” in 2016 Prognostics and System Health Management Conference (PHM-Chengdu), pp. 1-6, 2016
  16. M. Potemkina, and Y. Khramshina, “Organization of the Tram Service in the 1930s – 1940s: Experience of the Cities in the Chelyabinsk Region,” Vestnik of Northern (Arctic) Federal University. Series Humanitarian and Social Sciences, 2025.
  17. M. Budzynski, A. Tubis, and K. Jamroz, “Identifying Selected Tram Transport Risks,” IOP Conference Series: Materials Science and Engineering, vol. 603, 2019, doi: 10.1088/1757-899X/603/4/042053
  18. Y. Yang, S. Mao, M. Bassani, E. Sacchi, and J. Lee, “Exploration of the tram-involved crashes' characteristics and contributing factors to fatality in tram crashes in Japan,” Accident; analysis and prevention, vol. 213, 2025, doi: 10.1016/j.aap.2025.107919
  19. C. Gruyter, T. L. Saghapour, and J. Dodson, “How does the built environment affect transit use by train, tram and bus?,” Journal of Transport and Land Use., 2020, doi: 10.5198/jtlu.2020.1739
  20. T. Callari, M. Mortimer, L. Moody, M. Seyedmahmoudian, R. Lewis, and B. Horan,“Smooth and safe tram journeys: tram driver perspectives and opportunities using a haptic master controller in a virtual reality environment,” Ergonomics, vol. 65, pp. 445 – 466, 2021, doi: 10.1080/00140139.2021.1977844
  21. T. Callari, L. Moody, M. Mortimer, H. Stefan, B. Horan, and S. Birrell, "Braking bad": The influence of haptic feedback and tram driver experience on emergency braking performance,” Applied ergonomics, vol. 116, 2023, doi: 10.1016/j.apergo.2023.104206
  22. P. Tzouras, H. Farah, E. Papadimitriou, N. Oort, and M. Hagenzieker, “Tram drivers' perceived safety and driving stress evaluation. A stated preference experiment,” Transportation Research Interdisciplinary Perspectives, vol. 7, 2020, doi: 10.1016/j.trip.2020.100205
  23. A. Warchoł-Jakubowska, K. Krejtz, P. Szczeciński, K. Wisiecka, A. Duchowski, A. and I. Krejtz, “Vısual Attention Of Tram Drivers As A Step Towards Increasing Safety In Public Transport: A Comparative Eye-Tracking Study Between Novice And Expert Tram Drivers,” Transport Problems, 2024, doi: 10.20858/tp.2023.19.1.02
  24. F. Dinmohammadi, “A risk-based modelling approach to maintenance optimization of railway rolling stock,” Journal of Quality in Maintenance Engineering, 2019, doi: 10.1108/JQME-11-2016-0070
  25. M. Guerrieri,“Tramways in Urban Areas: An Overview on Safety at Road Intersections,” Urban Rail Transit, vol. 4, pp. 223-233, 2018, doi: 10.1007/S40864-018-0093-5
  26. L. Truong, “Tram Crashes Involving Pedestrians and Cyclists: A Severity Analysis,” Journal of Road Safety, 2025, doi: 10.33492/jrs-d-25-1-2472462
  27. M. Rydlewski, and A. Tubis, “Criteria for Assessing the Safety and Functionality of Tram Stops,” Sustainability, 2022, doi: 10.3390/su142013162
  28. P. Soczówka, R. Żochowska, “Interactions between tram passengers and road vehicles at tram stops - a pilot study,” Transactions on Transport Sciences, 2020, doi: 10.5507/tots.2020.007
  29. R. R. McDermott, R. J. Mikulak, and M. R. Beauregard, The basics of FMEA. CRC press, 2008
  30. W. M. Goble, and A. C. Brombacher, “Using a failure modes, effects and diagnostic analysis (FMEDA) to measure diagnostic coverage in programmable electronic systems,” Reliability engineering & system safety, vol. 66, n. 2, pp. 145-148, 1999
  31. S. Rahmati, M. H. Mahdavi, S. J. Ghoushchi, H. Tomaskova, and G. Haseli, “Assessment and prioritize risk factors of financial measurement of management control system for production companies using a hybrid Z-SWARA and Z-WASPAS with FMEA method: a meta-analysis,” Mathematics, vol. 10, n. 2, 253, 2022
  32. N. E. Mirela, “Designing a framework for risk management in accounting field,” Revista Economica, vol. 67, n. 4, 2015
  33. M. Kumru, and P. Y. Kumru, “Fuzzy FMEA application to improve purchasing process in a public hospital,” Applied soft computing, vol. 13, n. 1, pp. 721-733, 2013
  34. S. B. Tsai, J. Zhou, Y. Gao, J. Wang, G. Li, Y. Zheng, P. Ren, and W. Xu, “Combining FMEA with DEMATEL models to solve production process problems,” PloS one, vol. 12, n. 8, 2017.
  35. J. Yuan, “A strategy to establish a reliability model with dependent components through FMEA,” Reliability engineering, vol. 11, n.1, pp. 37-45, 1985
  36. L. A. Zadeh, “Fuzzy sets,” Information and control, vol. 8, n.3, pp. 338-353, 1965
  37. L. A. Zadeh, “The concept of a linguistic variable and its application to approximate reasoning—I,” Information sciences, vol. 8, n. 3, pp. 199-249, 1975
  38. K. Atanassov, “Intuitionistic fuzzy sets,” International Journal Bioautomation, vol. 20, pp. 1-6, 2016.
  39. V. Torra, “Hesitant fuzzy sets,” International journal ofIintelligent Systems, vol. 25, n.6, pp. 529-539, 2010
  40. R. R. Yager, “Pythagorean fuzzy subsets.” in 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS) Edmonton, AB, Canada, 2013, pp. 57-61, doi: 10.1109/IFSA-NAFIPS.2013.6608375
  41. B. C. Cuong, and V. Kreinovich, “Picture fuzzy sets-a new concept for computational intelligence problems,” in 3rd World Congress on Information and Communication Technologies, 2013, pp. 1-6
  42. F. Kutlu Gündoğdu, and C. Kahraman, “A novel VIKOR method using spherical fuzzy sets and its application to warehouse site selection,” Journal of Intelligent & Fuzzy Systems, vol. 37, n.1, pp. 1197-1211, 2019.
  43. P. H. Thong, and L. H. Son, “Picture fuzzy clustering: a new computational intelligence method,” Soft Computing, vol. 20, pp. 3549 – 3562, 2015, doi: 10.1007/s00500-015-1712-7
  44. M. Alkaç, D. Yazır, Y. E. Senol, and Ü. Özdemir, “A novel risk analysis approach for the liquefication of nickel ore cargo using fault tree analysis integrated failure mode and effect analysis,” Ocean & Coastal Management, vol. 264, 107617.
  45. A. Özırmak, and M. Kun, “Safety risk prioritization for sustainable urban transport in underground metro stations: An evidence-based IVIF FMEA model,” Sustainability, vol. 18, n. 7, pp. 1-19, 2026.
  46. N. Fenton, and M. Neil, Risk Assessment and Decision Analysis with Bayesian Networks. Boca Raton: CRC Press, 2012
  47. D. H. Stamatis, Failure mode and effect analysis: FMEA from theory to execution. Quality Press, 2003
  48. H. Arabian-Hoseynabadi, H. Oraee, and P. J. Tavner, “Failure modes and effects analysis (FMEA) for wind turbines,” International Journal of Electrical Power & Energy systems, vol. 32, n.7, pp. 817-824, 2010.
  49. M. Giannakis, and T. Papadopoulos, “Supply chain sustainability: A risk management approach,” International Journal of Production Economics, vol. 171, pp. 455-470, 2016.
  50. G. Wei, “Some cosine similarity measures for picture fuzzy sets and their applications to strategic decision making,” Informatica, vol. 28, n.3, pp. 547-564, 2017.
  51. M. Luo, and H. Long, H., “Picture fuzzy geometric aggregation operators based on a trapezoidal fuzzy number and its application,” Symmetry, vol. 13, n. 1, 119, 2021.
  52. Eskişehir Büyükşehir Belediyesi, “2025 Faaliyet Raporu” 2026. [Online]. Available: https://www.eskisehir.bel.tr/dosyalar/faaliyet_raporlari/2025.pdf [Accessed July 20, 2026]
  53. R. M. Cooke, and L. H. Goosens, “Procedures guide for structural expert judgement in accident consequence modelling,” Radiat Prot Dosim, vol. 90, n.3, pp. 303–309, 2000.
  54. F. Yaşlı, and B. Bolat, “A Bayesian network analysis for occupational accidents of mining sector,” içinde The International Symposium for Production Research, pp. 781-799, Cham: Springer International Publishing, 2018.