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Integrated energy scheduling and routing for a network of mobile prosumers

机译:移动监控网络网络的集成能源调度和路由

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摘要

Due to the spatio-temporal complexity in energy consumption profiles of multiple consumers at different regions, it is expected that more cost savings and higher resiliency to power disruptions can be achieved using a network of mobile prosumers. In this paper, the prosumer is assumed to be an autonomous vehicle equipped with different distributed energy resources (e.g., solar panel, battery) that cannot only provide but also consume energy. An integrated vehicle routing and energy scheduling decision model is developed to adaptively dispatch vehicles to balance the temporally and spatially distributed energy requests subject to vehicle mobility constraints, and thus to maximally exploit the potentials of mobile prosumer network for cost savings and carbon emission reductions. The performances of the integrated decision model are evaluated using three metrics including operational costs, energy requested from power grids, and carbon emissions. The simulation results demonstrate that compared to disjoint vehicle routing and energy scheduling model, the proposed integrated decision model (ⅰ) is more efficient to shift energy loads at both temporal and spatial scales, and (ⅱ) can save up to 38% of operational costs, reduce up to 29% of energy requested from power grids, and reduce up to 27% of carbon emissions.
机译:由于不同地区的多消费者能量消耗概况的时空复杂性,预计可以使用手机检测网络实现更具成本节省和对功率中断的恢复更高。本文认为,假设是一种配备有不同分布式能源(例如,太阳能电池板,电池)的自主车辆,这些车辆不能提供,但也消耗能量。开发了一种集成的车辆路由和能量调度决策模型,用于自适应地调度车辆以平衡经受车辆移动性约束的时间和空间分布的能源请求,从而最大限度地利用移动预订网络的电位以获得成本节约和碳排放减少。使用包括运营成本的三个度量,从电网和碳排放所要求的能量评估综合决策模型的性能。仿真结果表明,与不相交的车辆路由和能量调度模型相比,所提出的综合决策模型(Ⅰ)更有效地在时间和空间尺度上移动能量负荷,(Ⅱ)可以节省高达38%的运营成本,降低功率网格所要求的高达29%的能量,降低高达27%的碳排放量。

著录项

  • 来源
    《Energy》 |2020年第1期|117451.1-117451.12|共12页
  • 作者

    Mohammed Alqahtani; Mengqi Hu;

  • 作者单位

    Department of Mechanical and Industrial Engineering University of Illinois at Chicago 842 W Taylor St. Chicago IL 60607 USA Department of Industrial Engineering King Khalid University King Fahad St. Guraiger Abha 62529 Saudi Arabia;

    Department of Mechanical and Industrial Engineering University of Illinois at Chicago 842 W Taylor St. Chicago IL 60607 USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Energy prosumer; Distributed energy resource; Mobile energy provider; Vehicle routing; Energy scheduling;

    机译:能量保证;分布式能源;移动能源提供者;车辆路线;能源调度;

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