Integrating stop planning, timetabling and rolling stock planning on high-speed railway lines: A multi-objective optimization approach

Lin Yang, Dewei Li*, Hui Wang, Yuan Gao

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    3 Citations (Scopus)

    Abstract

    Designing railway operational planning is a complex and challenging task to cope with fluctuating passenger demand and satisfy actual operational requirements. Focusing on high-speed railway (HSR) lines, this paper proposes an integrated modeling framework for phase-oriented railway operational planning. The framework simultaneously optimizes the stop planning, train timetable problem (TTP) and rolling stock planning (RSP). A multi-objective optimization model, with macro passenger demand, two train speed levels, and overtaking operations taken into account, is formulated to minimize the total train running distance, train dwell time, and rolling stock resources. The constraints involve the train operation zones, train operation process, passenger demand, rolling stock circulation conditions, and actual operational requirements. The proposed model is addressed using a framework based on the ε-constraint method, from which an approximate Pareto-optimal solution set is obtained. A case study on the Beijing-Shanghai HSR corridor demonstrates the effectiveness of the proposed approach and reveals some trade-offs between the proposed objectives.

    Original languageEnglish
    Article number121515
    JournalExpert Systems with Applications
    Volume237
    DOIs
    Publication statusPublished - 1 Mar 2024

    Keywords

    • High-speed railway
    • Integer linear programming
    • Integrated railway operational planning
    • Multi-objective optimization

    Fingerprint

    Dive into the research topics of 'Integrating stop planning, timetabling and rolling stock planning on high-speed railway lines: A multi-objective optimization approach'. Together they form a unique fingerprint.

    Cite this