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Optimum allocation of distributed generation in multi-feeder systems using long term evaluation and assuming voltage-dependent loads

机译:使用长期评估和假设电压相关负载,在多馈线系统中优化分配发电

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摘要

The analysis of actual distribution systems with penetration of distributed generation requires powerful tools with capabilities that until very recently were not available in distribution software tools; for instance, probabilistic and time mode simulations. This paper presents the work made by the authors to expand some procedures previously implemented for using OpenDSS, a freely available software tool for distribution system studies, when it is driven as a COM DLL from MATLAB using a parallel computing environment. The paper details the application of parallel computing to the allocation of distributed generation for optimum reduction of energy losses in a multi-feeder distribution system when the system is evaluated during a long period (e.g., the target is to minimize energy losses for periods longer than one year) and voltage-dependent load models are used. The long term evaluation is carried out by assuming that the connection of the generation units is sequential, and using a divide and conquer approach to speed up calculations. The main goals are to check the viability of a Monte Carlo method in some studies for which parallel computing can be advantageously applied and propose a procedure for quasi-optimum allocation of photovoltaic generation in a multi-feeder distribution system.© 2015 Elsevier Ltd.
机译:对具有分布式发电渗透性的实际配电系统进行分析需要功能强大的工具,这些工具必须具有直到最近在分发软件工具中才可用的功能;例如,概率和时间模式模拟。本文介绍了作者所做的工作,以扩展以前使用OpenDSS实施的一些程序,OpenDSS是可免费使用的用于分发系统研究的软件工具,当它使用并行计算环境从MATLAB中作为COM DLL驱动时,便可以使用该工具。本文详细介绍了并行计算在分布式发电分配中的应用,以在多馈线配电系统中进行长期评估时(例如,目标是在比一年)和电压相关的负载模型。通过假定发电单元的连接是连续的,并使用分而治之的方法来加快计算速度来进行长期评估。主要目标是在某些研究中检查蒙特卡洛方法的可行性,在这些研究中可以有利地应用并行计算,并提出一种在多馈线配电系统中准优化光伏发电分配的程序。©2015 Elsevier Ltd.

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