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Optimal Energy Management and Marginal-Cost Electricity Pricing in Microgrid Network

机译:微电网中的最优能源管理和边际成本电价

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摘要

The evolution of smart microgrid and its demand-response characteristics not only will change the paradigms of the century-old electric grid, but also will shape the electricity market. In this new market scenario, once always energy consumers, now may act as sellers due to the excess of energy generated from newly deployed renewable energy generators. In this paper, we propose an optimization scheme to minimize the electricity price with a framework for optimal trading of energy between sellers and buyers of the microgrid network (MGN). The proposed scheme is capable of solving the optimal power allocation problem for an MGN in a polynomial time without modifying the actual marginal costs of a generator. Initially, we mathematically formulate the problem as nonlinear nonconvex and later decompose the problem to separate the optimal marginal-cost model from the electricity allocation model. Then, we develop a divide-and-conquer method to minimize the electricity price by jointly solving the optimal marginal-cost model and electricity allocation problems. To evaluate the performance of the solution method, we develop and simulate the model with various cost functions and compare it with a first come first serve electricity allocation method and distributed energy trading for multiple microgrids.
机译:智能微电网的发展及其需求响应特性不仅将改变具有百年历史的电网的范例,而且还将塑造电力市场。在这种新的市场情况下,曾经是能源消耗者的人,由于新部署的可再生能源产生的能源过多,现在可能充当卖方。在本文中,我们提出了一种优化方案,以在微电网(MGN)的买卖双方之间实现能源最佳交易的框架来最大限度地降低电价。提出的方案能够解决多项式时间内MGN的最优功率分配问题,而无需修改发电机的实际边际成本。最初,我们在数学上将问题表示为非线性非凸,然后分解该问题以将最优边际成本模型与电分配模型分开。然后,我们通过共同解决最优边际成本模型和电力分配问题,开发了一种分而治之的方法来最大限度地降低电价。为了评估该解决方案方法的性能,我们开发和仿真了具有各种成本函数的模型,并将其与先到先得的电力分配方法和多个微电网的分布式能源交易进行了比较。

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