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A Technical and Economic Approach to Multi-Level Optimization Models for Electricity Demand Considering User-Supplier Interaction

机译:考虑用户供应商互动的电力需求的多层次优化模型的技术和经济方法

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One-level optimization methods have been proposed to optimize a single user’s load profile or a cluster of users. In this work, two two-level optimization methods are studied, one case considering technical requirements and another considering economic criteria. In the upper level, the supplier optimizes it objective function. Meanwhile, at the lower level, users optimize their electrical costs. The proposed methods are based on Genetic Algorithm (GA) methods. In this sense, an indirect control is established in which users react to a price signal. Simulation results illustrate that both cases improve the demand profile and increase the retailer profit with respect to an unscheduled case. However, when the supplier tries to maximize the profit, some users receive benefits in detriment of others, concluding that the technical approach is preferable to the economic one.
机译:已经提出了一级优化方法来优化单个用户的负载简档或用户群集。在这项工作中,研究了两种两级优化方法,考虑到技术要求,另一种考虑到经济标准。在上层,供应商优化其目标函数。同时,在较低级别,用户优化其电力成本。所提出的方法基于遗传算法(GA)方法。从这个意义上讲,建立了一个间接控制,用户在该间接控制中对价格信号反应。仿真结果表明,两种情况都改善了需求概况,并增加了零售商的利润,相对于未经核化的情况。但是,当供应商试图最大限度地利用利润时,有些用户会收到损害别人的福利,得出结论是技术方法对经济之一。

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