Optimization of Metro Tunnel Maintenance Strategy Based on Improved Particle Swarm Algorithm
Journal Title: Urban Mass Transit - Year 2024, Vol 27, Issue 1
Abstract
[Objective] Maintenance strategy is the key factor influencing the lifetime service performance and maintenance cost of metro tunnel. Therefore, it is essential to develop more suitable optimization algorithms for maintenance strategies. [Method] A tunnel service performance degradation model is established based on Gamma process, and parametric assumptions are made for inspection schedule and maintenance activities. The improved particle swarm optimization (PSO) algorithm is proposed to solve the stochastic problem in maintenance strategy optimization mathematical model, and its effectiveness is verified through a comparison with gridded enumeration algorithm. The impact of different preventive maintenance thresholds and initial inspection time intervals on maintenance costs is analyzed. [Result & Conclusion] The improved PSO algorithm enhances the computational efficiency of optimizing metro tunnel maintenance strategies. Compared to the initial inspection time interval, the lifetime maintenance cost of metro tunnel is more sensitive to preventive maintenance threshold.
Authors and Affiliations
Yining GU, Qing AI, Yong YUAN
A Design for Guideway Rubber-tyred Tram Vehicle Base without Turn-back Operation
Objective Vehicle base serves as a place for parking and maintenance of guideway rubber-tyred trams. Vehicles are traveling on complex routes and operating turn-back frequently within the base. Since guideway rubber-tyre...
Architectural Design Concept of ′Confucian Elegance and Plain Expressions′ for Jinan Rail Transit Line 1
[Objective] The cultural attributes and architectural landscape of modern urban rail transit projects are gradually becoming a focal point of public attention. The architectural design in such projects carries significan...
Mechanical Behavior of Urban Rail Transit Station Structure Based on Existing Shield Tunnel Interval Underground Excavation Construction
Objective Cancer Hospital Station on Shenzhen Rail Transit Line 14 adopts a scheme of large-diameter (8.5 m) shield tunnel expansion featuring tunnel-first and station-later. During the connection of the main station str...
Research on Track-covering Vacuum Cleaner with Adjustable Parameters for Urban Rail Transit
[Objective] In view of the difficulty to remove the iron dust generated by rail grinding in urban rail transit, it is necessary to design a set of track-covering vacuum cleaners with adjustable parameters (abbreviated as...
Design and Applicability Analysis of Real-name Train-riding Scheme for City (Suburban) and Intercity Railways
Objective At present, there are no systematic research results on the real-name train-riding scheme yet for city (suburban) and intercity railways. Therefore, the implementation and construction of such system has no gui...