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Reliability assessment of very large distribution networks using the sequential Monte Carlo method

机译:使用顺序蒙特卡罗方法对超大型配电网络进行可靠性评估

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摘要

Under the current performance-based regulation regimes, challenges are posed to distribution network operators (DNOs) to develop programmes to increase quality of supply, cost effectively. The current Interruption incentive scheme rewards and penalises DNOs relatively to their annual average quality of electricity supply performance. This has led to an increasing interest in the development of techniques and methodologies that can support predictive and quantitative assessments of DNOs' investment strategies in terms of cost and quality of supply benefits achieved. Individual customer's quality of supply performance is also being closely considered by the UK's energy regulator (OFGEM) through Guaranteed Standards (OS) of performance. These set supply levels that must be met by DNOs to each individual customer. Assessment tools are also required capable of quantifying the likelihood that the quality of supply experienced by individual customers will be worse than specified thresholds set by the GS. The assessment of future system performance behaviour should also take into account the natural variability of the performance indices under evaluation. This research is focused on the investigation of techniques and methods for the development of a simulation framework based on the Sequential Monte Carlo Simulation approach. This enables the evaluation of a number of system performance indices including the probability distribution of these indices, which reflect the natural variability of reliability performance indices. The proposed framework can also support distribution system planners in developing cost-effective investment programmes to improve the quality of supply to their customers. The modelling of real distribution systems restoration process is proposed hence techniques are created capable of efficiently modelling the assumed post-fault actions. These techniques are independent of the size of the distribution network being modelled, which allows the successful practical application of the proposed framework to a real and very large UK distribution network. Within this research methodologies have also been developed which investigate multiple interruptions and the duration of restoration of supply under normal and severe weather conditions. The average number of worse performing customers for different standards of performance thresholds is investigated, which illustrates the ability of the developed SMCS framework to quantify the likelihood of customers' performance exceeding specified thresholds. A methodology is investigated which evaluates the impact of the number and availability of fault response teams (FRTs) during the restoration process under severe weather conditions. The key feature of the proposed FRTs deployment strategy is the ability to prioritise faults to be repaired in order to maximise the number of customers to be recovered. The proposed simulation framework can also quantify the economic losses customers experience as a consequence of interruptions to the electricity supply, measured as customer interruption costs.
机译:在当前的基于绩效的监管制度下,分销网络运营商(DNO)面临挑战,以制定计划以成本有效地提高供应质量。当前的“中断激励计划”相对于DNO的年度平均电力供应质量奖励和惩罚。这导致人们对开发技术和方法学的兴趣日益浓厚,这些技术和方法学可以支持DNO的投资策略在成本和供应收益质量方面的预测和定量评估。英国的能源监管机构(OFGEM)还通过性能保证标准(OS)来密切考虑个人客户的供应质量表现。这些设置了DNO必须满足每个单独客户的供应水平。还需要评估工具,该工具能够量化单个客户所体验到的供应质量将比GS设置的指定阈值差的可能性。对未来系统性能行为的评估还应考虑所评估的性能指标的自然可变性。这项研究的重点是基于顺序蒙特卡洛模拟方法的模拟框架开发技术和方法的研究。这样就可以评估许多系统性能指标,包括这些指标的概率分布,这些指标反映了可靠性性能指标的自然变化。拟议的框架还可以支持分销系统规划人员制定具有成本效益的投资计划,以改善为其客户提供的供应质量。提出了对实际配电系统恢复过程的建模,因此创建了能够有效地对假设的故障后行动进行建模的技术。这些技术与要建模的配电网络的大小无关,这允许将所建议的框架成功地实际应用到一个非常大的英国配电网络中。在此研究范围内,还开发出了在正常和恶劣天气条件下调查多次中断和恢复供应时间的方法。研究了针对不同性能阈值标准的性能较差的客户的平均数量,这说明了已开发的SMCS框架能够量化客户性能超过指定阈值的可能性。研究了一种方法,该方法评估了恶劣天气条件下恢复过程中故障响应小组(FRT)的数量和可用性的影响。拟议的FRT部署策略的关键特征是能够对要修复的故障进行优先级排序,以使要恢复的客户数量最大化。拟议的仿真框架还可以量化由于供电中断而导致的客户经济损失,以客户中断成本衡量。

著录项

  • 作者

    Marantes, Cristiano.;

  • 作者单位

    The University of Manchester (United Kingdom).;

  • 授予单位 The University of Manchester (United Kingdom).;
  • 学科 Electrical engineering.
  • 学位 Ph.D.
  • 年度 2005
  • 页码 202 p.
  • 总页数 202
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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