A combination of SOM-based operating time estimation and simplified disaggregation for SME buildings using hourly energy consumption data

Energy and Buildings（2019）

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摘要

•Operating time of SMEs is estimated using a SOM and hourly demand data.•The estimated operating time is used for hourly AC demand disaggregation.•The average errors of yearly AC demand estimation are better than 10%.•Hourly disaggregation highlights season and time period of AC demand peaks.

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关键词

Electricity conservation,Information provision,Small- and medium-sized enterprises,Smart meter data

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