Estimating the hourly electricity profile of Japanese households - Coupling of engineering and statistical methods
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- 作者：Hiroto Shiraki ; shiraki.hiroto@nies.go.jp" class="auth_mail" title="E-mail the corresponding author ; Shogo Nakamura ; Shuichi Ashina ; Keita Honjo
- 关键词：Household electricity consumption ; Home appliance usage ; Seasonal variation ; Hybrid method ; Conditional demand analysis
- 刊名：Energy
- 出版年：2016
- 出版时间：1 November 2016
- 年：2016
- 卷：114
- 期：Complete
- 页码：478-491
- 全文大小：1172 K
文摘
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We developed a new method to estimate the hourly electricity profiles of households.
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The method combines existing engineering and statistical methods.
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The method has a low data requirement compared to the engineering method.
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The method reproduces the total electricity consumption and its seasonal variation.
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The new method can decompose the electricity consumption into 6 end-usages in Japan.