Estimation of Self-Sufficiency Rate in Detached Houses Using Home Energy Management System Data

Japan’s energy consumption in 2018 was about 2.5 times that in 1975, with the increase in the household sector being the largest at 28%. Most of primary energy is still fossil fuel, and it is urgent to reduce energy consumption in the household sector. The purpose of this paper was to identify ways...

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Main Authors: Masato Oota, Yumiko Iwafune, Ryozo Ooka
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/4/975
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spelling doaj-86b9e157e2124789b62093a7f21b441d2021-02-13T00:04:21ZengMDPI AGEnergies1996-10732021-02-011497597510.3390/en14040975Estimation of Self-Sufficiency Rate in Detached Houses Using Home Energy Management System DataMasato Oota0Yumiko Iwafune1Ryozo Ooka2Sekisui Chemical Co., Ltd., Tokyo 186-0007, JapanInstitute of Industrial Science, University of Tokyo, Tokyo 153-8505, JapanInstitute of Industrial Science, University of Tokyo, Tokyo 153-8505, JapanJapan’s energy consumption in 2018 was about 2.5 times that in 1975, with the increase in the household sector being the largest at 28%. Most of primary energy is still fossil fuel, and it is urgent to reduce energy consumption in the household sector. The purpose of this paper was to identify ways to reduce household energy consumption without compromising the quality of life in residence. However, the reduction methods vary by region, building specifications, household type, equipment specifications, season, and weather. The value of this paper is based on a systematic analysis of home energy management systems (HEMS) data from about 50,000 households under various conditions. We are analyzing ways to reduce energy consumption. Few studies have analyzed this much back-up data, which is likely to lead to a reduction in CO<sub>2</sub> emissions across the household sector. To explore ways to reduce energy consumption in this sector, the company has introduced and provided services for home energy management systems (HEMS) since 2011 and is currently collecting HEMS data for up to 50,000 households. In order to grasp the actual state of energy consumption in each household, HEMS data are systematically analyzed, necessary conditions for energy reduction and self-sufficiency rate (<i>SSR</i>) improvement are analyzed, and energy consumption under certain conditions is estimated using storage batteries (SB) and heat pump water heaters (HPWH). In addition, energy consumption was investigated by actual measurement and simulation for several hundred households. Since power generation and consumption vary greatly depending on the region, building specifications, household type, equipment specifications, season, weather, etc., it is necessary to analyze these factors systematically. As a conclusion, in order to improve <i>SSR</i>, it is necessary to (1) reduce surplus power consumption and energy consumption of heat pump water heaters (HPWHs), (2) increase solar power generation, and (3) increase the size of SB. This study contributes to the spread of advanced housing and the reduction of CO<sub>2</sub> emissions in the household sector.https://www.mdpi.com/1996-1073/14/4/975home energy management systemenergy analysisphotovoltaicstorage batteryheat pump water heaterself-sufficiency rate
collection DOAJ
language English
format Article
sources DOAJ
author Masato Oota
Yumiko Iwafune
Ryozo Ooka
spellingShingle Masato Oota
Yumiko Iwafune
Ryozo Ooka
Estimation of Self-Sufficiency Rate in Detached Houses Using Home Energy Management System Data
Energies
home energy management system
energy analysis
photovoltaic
storage battery
heat pump water heater
self-sufficiency rate
author_facet Masato Oota
Yumiko Iwafune
Ryozo Ooka
author_sort Masato Oota
title Estimation of Self-Sufficiency Rate in Detached Houses Using Home Energy Management System Data
title_short Estimation of Self-Sufficiency Rate in Detached Houses Using Home Energy Management System Data
title_full Estimation of Self-Sufficiency Rate in Detached Houses Using Home Energy Management System Data
title_fullStr Estimation of Self-Sufficiency Rate in Detached Houses Using Home Energy Management System Data
title_full_unstemmed Estimation of Self-Sufficiency Rate in Detached Houses Using Home Energy Management System Data
title_sort estimation of self-sufficiency rate in detached houses using home energy management system data
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2021-02-01
description Japan’s energy consumption in 2018 was about 2.5 times that in 1975, with the increase in the household sector being the largest at 28%. Most of primary energy is still fossil fuel, and it is urgent to reduce energy consumption in the household sector. The purpose of this paper was to identify ways to reduce household energy consumption without compromising the quality of life in residence. However, the reduction methods vary by region, building specifications, household type, equipment specifications, season, and weather. The value of this paper is based on a systematic analysis of home energy management systems (HEMS) data from about 50,000 households under various conditions. We are analyzing ways to reduce energy consumption. Few studies have analyzed this much back-up data, which is likely to lead to a reduction in CO<sub>2</sub> emissions across the household sector. To explore ways to reduce energy consumption in this sector, the company has introduced and provided services for home energy management systems (HEMS) since 2011 and is currently collecting HEMS data for up to 50,000 households. In order to grasp the actual state of energy consumption in each household, HEMS data are systematically analyzed, necessary conditions for energy reduction and self-sufficiency rate (<i>SSR</i>) improvement are analyzed, and energy consumption under certain conditions is estimated using storage batteries (SB) and heat pump water heaters (HPWH). In addition, energy consumption was investigated by actual measurement and simulation for several hundred households. Since power generation and consumption vary greatly depending on the region, building specifications, household type, equipment specifications, season, weather, etc., it is necessary to analyze these factors systematically. As a conclusion, in order to improve <i>SSR</i>, it is necessary to (1) reduce surplus power consumption and energy consumption of heat pump water heaters (HPWHs), (2) increase solar power generation, and (3) increase the size of SB. This study contributes to the spread of advanced housing and the reduction of CO<sub>2</sub> emissions in the household sector.
topic home energy management system
energy analysis
photovoltaic
storage battery
heat pump water heater
self-sufficiency rate
url https://www.mdpi.com/1996-1073/14/4/975
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