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Business Cases for Microgrids: Modeling Interactions of Technology Choice, Reliability, Cost, and Benefit

机译:微电网的业务案例:对技术选择,可靠性,成本和收益的交互进行建模

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摘要

Distributed energy resources (DERs), and increasingly microgrids, are becoming an integral part of modern distribution systems. Interest in microgrids---which are insular and autonomous power networks embedded within the bulk grid---stems largely from the vast array of flexibilities and benefits they can offer stakeholders. Managed well, they can improve grid reliability and resiliency, increase end-use energy efficiency by coupling electric and thermal loads, reduce transmission losses by generating power locally, and may reduce system-wide emissions, among many others. Whether these public benefits are realized, however, depends on whether private firms see a "business case", or private value, in investing. To this end, firms need models that evaluate costs, benefits, risks, and assumptions that underlie decisions to invest.;The objectives of this dissertation are to assess the business case for microgrids that provide what industry analysts forecast as two primary drivers of market growth---that of providing energy services (similar to an electric utility) as well as reliability service to customers within. Prototypical first adopters are modeled---using an existing model to analyze energy services and a new model that couples that analysis with one of reliability---to explore interactions between technology choice, reliability, costs, and benefits.;The new model has a bi-level hierarchy; it uses heuristic optimization to select and size DERs and analytical optimization to schedule them. It further embeds Monte Carlo simulation to evaluate reliability as well as regression models for customer damage functions to monetize reliability. It provides least-cost microgrid configurations for utility customers who seek to reduce interruption and operating costs.;Lastly, the model is used to explore the impact of such adoption on system-wide greenhouse gas emissions in California. Results indicate that there are, at present, co-benefits for emissions reductions when customers adopt and operate microgrids for private benefit, though future analysis is needed as the bulk grid continues to transition toward a less carbon intensive system.
机译:分布式能源(DER)和越来越多的微电网正在成为现代配电系统的组成部分。对微电网的兴趣-微电网是嵌入大容量电网中的岛屿和自治电网-很大程度上是因为微电网可以为利益相关者提供各种灵活性和好处。如果管理得当,它们可以提高电网的可靠性和弹性,通过耦合电和热负载来提高最终用户的能源效率,通过本地发电来减少传输损耗,并可以减少系统范围的排放。但是,是否实现这些公共利益取决于私人公司在投资中是否看到“商业案例”或私人价值。为此,企业需要模型来评估成本,收益,风险和构成投资决策基础的假设。本论文的目的是评估微电网的商业案例,这些微电网提供了行业分析师预测的市场增长的两个主要驱动力---向内部客户提供能源服务(类似于电力公司)以及可靠性服务。对原型首次采用者进行建模-使用现有模型分析能源服务,并使用将分析与可靠性相结合的新模型-探索技术选择,可靠性,成本和收益之间的相互作用。二级层次结构;它使用启发式优化来选择DER和确定其大小,并使用分析优化来调度它们。它还嵌入了用于评估可靠性的蒙特卡洛模拟,以及用于客户损害函数的回归模型以将可靠性货币化。它为寻求减少中断和运营成本的公用事业客户提供了成本最低的微电网配置。最后,该模型用于探讨这种采用对加利福尼亚全系统温室气体排放的影响。结果表明,当客户采用和操作微电网以获取私人利益时,目前存在减少排放的共同效益,尽管随着散装电网继续向碳强度较低的系统过渡,仍需要进行进一步分析。

著录项

  • 作者

    Hanna, Ryan.;

  • 作者单位

    University of California, San Diego.;

  • 授予单位 University of California, San Diego.;
  • 学科 Engineering.;Energy.
  • 学位 Ph.D.
  • 年度 2017
  • 页码 141 p.
  • 总页数 141
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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