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A new Risk-Managed planning of electric distribution network incorporating customer engagement and temporary solutions

机译:结合客户参与和临时解决方案的配电网络风险管理新计划

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摘要

The connection of renewable-based distributed generation (DG) in distribution networks has been increasing over the last few decades, which would result in increased network capacity to handle their uncertainties along with uncertainties associated with demand forecast. Temporary non-network solutions (NNSs) such as demand response (DR) and temporary energy storage system/DG are considered as promising options for handling these uncertainties at a lower cost than network alternatives. In order to manage and treat the risk associated with these uncertainties using NNSs, this paper presents a new risk-managed approach for multi-stage distribution expansion planning (MSDEP) at a lower cost. In this approach, the uncertainty of available DR is also taken into account. The philosophy of the proposed approach is to find the “optimal level of demand” for each year at which the network should be upgraded using network solutions while procuring temporary NNSs to supply the excess demand above this level. A recently developed forward-backward approach is fitted to solve the risk-managed MSDEP model presented here for real sized networks with a manageable computational cost. Simulation results of two case studies, IEEE 13-bus and a realistic 747-bus distribution network, illustrate the effectiveness of the proposed approach.
机译:在过去的几十年中,基于可再生能源的分布式发电(DG)在配电网中的连接一直在增加,这将导致网络容量的增加,以处理其不确定性以及与需求预测相关的不确定性。诸如需求响应(DR)和临时能量存储系统/ DG之类的临时非网络解决方案(NNS)被认为是以比网络替代品更低的成本来处理这些不确定性的有前途的选择。为了使用NNS管理和处理与这些不确定性相关的风险,本文提出了一种以较低成本进行多阶段分布扩展计划(MSDEP)的新风险管理方法。在这种方法中,还考虑了可用DR的不确定性。提议的方法的原理是找到每年应使用网络解决方案升级网络的“最佳需求水平”,同时促使临时NNS提供超出该水平的过量需求。最近开发的一种向前-向后方法适合解决具有可管理的计算成本的此处介绍的针对实际规模网络的风险管理MSDEP模型。 IEEE 13总线和实际的747总线配电网络这两个案例研究的仿真结果说明了该方法的有效性。

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