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首页> 外文期刊>IEEE systems journal >Energy Management Strategy for Plug-In Hybrid Electric Vehicles via Bidirectional Vehicle-to-Grid
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Energy Management Strategy for Plug-In Hybrid Electric Vehicles via Bidirectional Vehicle-to-Grid

机译:通过双向车辆到电网的插电式混合动力汽车的能源管理策略

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摘要

As a paradigm of the incoming smart grid, vehicleto-grid (V2G) has been proposed as a promising solution to increase the adoption rate of plug-in hybrid electric vehicles (PHEVs). In this paper, we investigate the energy management strategies for PHEVs via bidirectional V2G. We first follow a costconscious approach from the PHEV owner point of view. To minimize the daily energy cost, we formulate the energy management problem via dynamic programming (DP). However, the “wellknown” complexity in solving DP poses a computational challenge even for a small number of iterations. Therefore, we propose a state-independent four-threshold (s, S, s', S') battery charging/ discharging policy and theoretically prove the optimality of the proposed energy management strategy based on stochastic inventory theory. A backward iteration algorithm is further developed to practically implement the (s, S, s', S') feedback policy. Second, from the distribution system operator's perspective, we aim to shave the peak load and flatten the overall load profile. To this end, we propose an optimal PHEV charging scheme and further derive a reminiscent “water-filling” solution for this scenario. Realistic PHEV battery models, time-of-use electricity pricing rate, and real data of household demand are integrated into our formulated V2G system model. The theoretical analysis and proofs are instrumental to the future large-scale PHEV adoption in smart grids.
机译:作为传入智能电网的范例,已经提出了车辆到电网(V2G)作为增加插电式混合动力汽车(PHEV)的采用率的有前途的解决方案。在本文中,我们研究了通过双向V2G的插电式混合动力汽车的能源管理策略。首先,从PHEV所有者的角度出发,我们遵循成本意识方法。为了最大程度地降低日常能源成本,我们通过动态编程(DP)制定了能源管理问题。但是,即使对于少量迭代,求解DP的“众所周知”复杂性也带来了计算难题。因此,我们提出了一种与状态无关的四阈值(s,S,s',S')电池充电/放电策略,并基于随机库存理论从理论上证明了所提出的能源管理策略的最优性。进一步开发了向后迭代算法,以实际实现(s,S,s',S')反馈策略。其次,从配电系统运营商的角度出发,我们旨在削减峰值负载并弄平总体负载曲线。为此,我们提出了一种最佳的PHEV充电方案,并针对这种情况进一​​步推导了让人想起的“注水”解决方案。现实的PHEV电池模型,分时电费率和家庭需求的真实数据已集成到我们制定的V2G系统模型中。理论分析和证明对于智能电网中未来大规模PHEV的应用是有帮助的。

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