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Large-Scale Hydrogen Regulation in a Coupled Power-Traffic Network for Smart Cities

  • Northwestern Polytechnical University Xian

科研成果: 期刊稿件文章同行评审

摘要

As the interactions between the power distribution network (PDN) and the urban transportation network (UTN), also known as the coupled power-traffic network (CPTN), are getting more involved in smart cities, the integration of pipeline-consisted hydrogen transportation network (HTN) could lead to extended operating flexibility. This paper proposes a regulation framework on the basis of CPTN that encompasses large-scale regulation of hydrogen production, storage, transportation, and utilization. Specifically, pressure variations across each state of hydrogen regulation are coordinated, thereby optimizing the hydrogen distribution within the system; meanwhile, the energy management strategy for pressure variations at each node is regulated to reduce the energy consumption during pressurization and facilitate potential energy recovery during depressurization. A set of physically representative models and an enhanced heuristic algorithm are integrated to solve the detailed optimization problem; moreover, the enhanced heuristic algorithm, genetic algorithm-hippopotamus optimization (GA-HO) method, is developed to improve both convergence speed and solution quality. Case study shows that the regulation of hydrogen transportation pressure could reduce energy consumption by 59.23% compared to the method only considering the optimization of hydrogen flow, and the energy management within the hydrogen regulation framework could reduce energy consumption by 16.25%. Case study also demonstrates the effectiveness of the proposed method in energy consumption decrement, on-site renewable consumption improvement, and operation state enhancement.

源语言英语
期刊IEEE Transactions on Industry Applications
DOI
出版状态已接受/待刊 - 2026

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源
  2. 可持续发展目标 11 - 可持续城市和社区
    可持续发展目标 11 可持续城市和社区

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