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Safety Risk Assessment of Air Traffic Control System Based on the Game Theory and the Cloud Matter Element Analysis

Author

Listed:
  • Jiawen Tang

    (School of Air Traffic Management, Civil Aviation Flight University of China, Guanghan 618300, China)

  • Di Wang

    (Admissions Office, Tianfu New Area General Aviation Profession Academy, Chengdu 620500, China)

  • Wei Ye

    (Air Traffic Control Center, Civil Aviation Flight University of China, Guanghan 618300, China)

  • Bing Dong

    (School of Air Traffic Management, Civil Aviation Flight University of China, Guanghan 618300, China)

  • Huijuan Yang

    (Airport College, Civil Aviation Flight University of China, Guanghan 618300, China)

Abstract

With the ever-increasing demand for air traffic over the years, safety risk assessment has become significant in maintaining the operational safety of the air transport system for long-term development towards sustainability. This paper conducts a safety risk assessment of the air traffic control (ATC) system based on game theory and cloud matter element analysis. The safety risk of the ATC system is evaluated from four aspects, including human, machine, environment, and management. The Nash equilibrium is introduced from game theory to weigh the indicators. The cloud matter element assessment adopts the cloud model from fuzzy sets and probability theory to replace the certain value in conventional matter element theory, which takes the randomness, ambiguity, and incompatibility of the indicators into consideration. In this sense, the safety risk level of the ATC system can be evaluated by calculating the correlation degree of the standard cloud matter element between the indicators and the risks. This paper expands the research scope by introducing and combing game theory and cloud matter element analysis. Furthermore, the applicability and the robustness of the method are examined with a case study of the ATC system, which enriches the existing literature and points out the direction for future work.

Suggested Citation

  • Jiawen Tang & Di Wang & Wei Ye & Bing Dong & Huijuan Yang, 2022. "Safety Risk Assessment of Air Traffic Control System Based on the Game Theory and the Cloud Matter Element Analysis," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:10:p:6258-:d:820349
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    References listed on IDEAS

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    1. John C. Harsanyi & Reinhard Selten, 1988. "A General Theory of Equilibrium Selection in Games," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262582384, December.
    2. Xie, Shuyi & Dong, Shaohua & Chen, Yinuo & Peng, Yujie & Li, Xincai, 2021. "A novel risk evaluation method for fire and explosion accidents in oil depots using bow-tie analysis and risk matrix analysis method based on cloud model theory," Reliability Engineering and System Safety, Elsevier, vol. 215(C).
    3. Leveson, Nancy, 2015. "A systems approach to risk management through leading safety indicators," Reliability Engineering and System Safety, Elsevier, vol. 136(C), pages 17-34.
    4. Martin J. Osborne & Ariel Rubinstein, 1994. "A Course in Game Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262650401, December.
    5. Flavio Vismari, Lucio & Camargo Junior, João Batista, 2011. "A safety assessment methodology applied to CNS/ATM-based air traffic control system," Reliability Engineering and System Safety, Elsevier, vol. 96(7), pages 727-738.
    6. Junfei Chen & Cong Yu, 2020. "A WebGIS-Based System for Urban Stormwater Risk Analysis Using a Cloud Matter-Element Model," International Journal of Intelligent Information Technologies (IJIIT), IGI Global, vol. 16(3), pages 80-99, July.
    7. Arblaster, Margaret & Zhang, Chrystal, 2020. "Liberalisation of airport air traffic control: A case study of Spain," Transport Policy, Elsevier, vol. 91(C), pages 38-47.
    8. Chengguang Lai & Xiaohong Chen & Xiaoyu Chen & Zhaoli Wang & Xushu Wu & Shiwei Zhao, 2015. "A fuzzy comprehensive evaluation model for flood risk based on the combination weight of game theory," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 77(2), pages 1243-1259, June.
    9. Kirwan, Barry & Gibson, W. Huw & Hickling, Brian, 2008. "Human error data collection as a precursor to the development of a human reliability assessment capability in air traffic management," Reliability Engineering and System Safety, Elsevier, vol. 93(2), pages 217-233.
    10. Subotic, Branka & Ochieng, Washington Y. & Straeter, Oliver, 2007. "Recovery from equipment failures in ATC: Determination of contextual factors," Reliability Engineering and System Safety, Elsevier, vol. 92(7), pages 858-870.
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    Cited by:

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    2. Xiangyu Kou & Xuebin Xie & Yi Zou & Qian Kang & Qi Liu, 2022. "Research on Comprehensive Evaluation Model of a Truck Dispatching System in Open-Pit Mine," Sustainability, MDPI, vol. 14(15), pages 1-16, July.

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