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ELECTRICITY SIMULATIONS ON THE DISTRIBUTION EDGE:Developing a Granular Representation of End-User Electric Load Preferences using Smart Meter Data

机译:配电边缘的电模拟:使用智能电表数据开发最终用户电力负载首选项的粒度表示

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We combine insights from engineering and economics literature by incorporating microeconomictheory on consumer preferences into an existing electricity simulation modelto provide an improved representation of residential customers' electricity consumptionpreferences. The resulting model can be used to evaluate and compare residentialend-users' responses to electric rate designs and their decisions to invest in and operatedistributed energy resources (DERs). In order to represent how end-users are likelyto respond to dierent rate designs, we model residential end-users' preferences forconsuming electricity by incorporating a constraint that represents the consumer welfarederived from thermal and non-thermal electricity services throughout the day. We thencalibrate this model using advanced meter infrastructure (AMI) data from a large U.S.Electric utility. In future research, this model can provide new insights by combiningengineering simulation techniques with economic theory and econometric methods usingreal-world smart grid data.
机译:我们通过纳入微观经济学来结合工程和经济学文献的见解 消费者偏好理论转化为现有的电力仿真模型 以更好地表示居民用户的用电量 优先。生成的模型可用于评估和比较住宅 最终用户对电价设计的回应以及他们投资和运营的决策 分布式能源(DER)。为了表示最终用户的可能性 为了响应不同的费率设计,我们为居民最终用户的偏好建模 通过纳入代表消费者福利的约束来消耗电力 全天源自热能和非热能电力服务。然后我们 使用来自美国的高级电表基础设施(AMI)数据校准此模型。 电力公司。在未来的研究中,该模型可以通过结合以下方式提供新的见解 经济理论和计量经济学方法的工程仿真技术 现实世界中的智能电网数据。

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