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[期刊论文]

Formal Modeling and Verification Methods for the System Requirement Specifications of Train Control Systems: A Survey

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author:

Cheng, Ruijun (Cheng, Ruijun.) [1] | Chen, Dewang (Chen, Dewang.) [2] | Song, Haifeng (Song, Haifeng.) [3] | Unfold

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EI

Abstract:

— The system requirement specifications (SRSs) of the train control system (TCS) are the starting point and foundation of system design and development. Defects in the SRSs will bring great risk to the success of railway engineering projects. Therefore, formal modeling and verification methods are introduced to ensure the correctness of TCS. However, there is a huge gap between the formal computer executable model and the SRSs of TCS described in natural language. To solve this problem, a complete conversion process of ‘TCS requirement specification → semi-formal models (UML/SysML) → formal models (safety verification model and reliability evaluation model)’ should be created to ensure full coverage and consistency of semi-formal models and formal models to the SRSs of TCS. With the continuous development of wireless communication, artificial intelligence, and control technology, the future advanced TCS is developing towards a more intelligent and autonomous direction. Online safety monitoring and operational state-based maintenance approaches are critical technologies for developing the future advanced TCS. However, the traditional model-checking approach is time-consuming and susceptible to state space explosion problems. To reduce the difficulty of online safety monitoring and reliability evaluation, machine learning algorithms should be combined with the traditional model checking approaches to improve the verification efficiency during train operation. In this paper, we discussed various formal modeling and safety verification methods for the SRSs of TCS and pointed out the above development directions for the advanced TCS. formal modeling and verification method, system requirement specifications. © 2024 IEEE. All rights reserved,

Keyword:

Explosions Formal specification Formal verification Interlocking signals Model checking Problem oriented languages Railroads Railroad transportation

Community:

  • [ 1 ] [Cheng, Ruijun]the School of Electrical and Control Engineering, Shanxi Provincial Laboratory of Ultra-High Speed and Low Vacuum Pipeline Maglev Transportation, North University of China, Taiyuan; 030051, China
  • [ 2 ] [Chen, Dewang]the School of Transportation, Fujian University of Technology, Fuzhou; 350118, China
  • [ 3 ] [Chen, Dewang]the College of Economics and Management, Fuzhou University, Fuzhou; 350118, China
  • [ 4 ] [Song, Haifeng]the School of Electronic Information Engineering, Beihang University, Beijing; 100191, China
  • [ 5 ] [Liu, Hui]the School of Electrical and Control Engineering, Shanxi Provincial Laboratory of Ultra-High Speed and Low Vacuum Pipeline Maglev Transportation, North University of China, Taiyuan; 030051, China
  • [ 6 ] [Cheng, Huize]the Automotive Electronics Engineering Consulting Division, Beijing Jingwei Hirain Technologies Company Inc., Beijing; 100191, China

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Source :

IEEE Transactions on Intelligent Transportation Systems

ISSN: 1524-9050

Year: 2025

Issue: 2

Volume: 26

Page: 1419-1440

7 . 9 0 0

JCR@2023

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count:

30 Days PV: 0

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