<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "https://jats.nlm.nih.gov/publishing/1.3/JATS-journalpublishing1-3.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="1.3" article-type="research-article" xml:lang="en"><front><journal-meta><journal-id journal-id-type="issn">2357-0857</journal-id><journal-title-group><journal-title>Environmental Science &amp; Sustainable Development</journal-title><abbrev-journal-title>ESSD</abbrev-journal-title></journal-title-group><issn pub-type="epub">2357-0857</issn><issn pub-type="ppub">2357-0849</issn><publisher><publisher-name>IEREK Press</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.21625/essd.v4i3.680</article-id><article-categories/><title-group><article-title>Load Shifting Assessment of Residential Heat Pump System in Japan</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Zhao</surname><given-names>Xueyuan</given-names></name><address><country>Japan</country></address><xref ref-type="aff" rid="AFF-1"/></contrib><contrib contrib-type="author"><name><surname>Gao</surname><given-names>Weijun</given-names></name><address><country>China</country></address><xref ref-type="aff" rid="AFF-1"/></contrib><contrib contrib-type="author"><name><surname>Li</surname><given-names>Yanxue</given-names></name><address><country>China</country></address><xref ref-type="aff" rid="AFF-1"/></contrib><contrib contrib-type="author"><name><surname>Ushifusa</surname><given-names>Yoshiaki</given-names></name><address><country>Japan</country></address><xref ref-type="aff" rid="AFF-2"/></contrib></contrib-group><contrib-group><contrib contrib-type="editor"><name><surname>Press</surname><given-names>IEREK</given-names></name><address><country>Italy</country></address></contrib></contrib-group><aff id="AFF-1"><institution content-type="dept">Faculty of Environmental Engineering</institution><institution-wrap><institution>the University of Kitakyushu</institution><institution-id institution-id-type="ror">https://ror.org/03mfefw72</institution-id></institution-wrap><country country="JP">Japan</country></aff><aff id="AFF-2"><institution content-type="dept">Faculty of Economics and Business Administration</institution><institution-wrap><institution>the University of Kitakyushu</institution><institution-id institution-id-type="ror">https://ror.org/03mfefw72</institution-id></institution-wrap><country country="JP">Japan</country></aff><pub-date date-type="pub" iso-8601-date="2019-12-30" publication-format="electronic"><day>30</day><month>12</month><year>2019</year></pub-date><pub-date date-type="collection" iso-8601-date="2019-12-30" publication-format="electronic"><day>30</day><month>12</month><year>2019</year></pub-date><volume>4</volume><issue>3</issue><issue-title>Creative Environments: Sustainable Places of Living</issue-title><fpage>101</fpage><lpage>108</lpage><history><date date-type="received" iso-8601-date="2019-12-30"><day>30</day><month>12</month><year>2019</year></date></history><permissions><copyright-statement>© 2019 The Authors. Published by IEREK press. This is an open access article under the CC BY license (https://creativecommons.org/licenses/by/4.0/). Peer-review under responsibility of ESSD’s International Scientific Committee of Reviewers.</copyright-statement><copyright-year>2019</copyright-year><copyright-holder>IEREK Press</copyright-holder><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This work is licensed under a Creative Commons Attribution 4.0 International License.The Author shall grant to the Publisher and its agents the nonexclusive perpetual right and license to publish, archive, and make accessible the Work in whole or in part in all forms of media now or hereafter known under a Creative Commons Attribution 4.0 License or its equivalent, which, for the avoidance of doubt, allows others to copy, distribute, and transmit the Work under the following conditions:Attribution: other users must attribute the Work in the manner specified by the author as indicated on the journal Web site;With the understanding that the above condition can be waived with permission from the Author and that where the Work or any of its elements is in the public domain under applicable law, that status is in no way affected by the license.The Author is able to enter into separate, additional contractual arrangements for the nonexclusive distribution of the journal's published version of the Work (e.g., post it to an institutional repository or publish it in a book), as long as there is provided in the document an acknowledgement of its initial publication in this journal.Authors are permitted and encouraged to post online a pre-publication manuscript (but not the Publisher's final formatted PDF version of the Work) in institutional repositories or on their Websites prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (see The Effect of Open Access). Any such posting made before acceptance and publication of the Work shall be updated upon publication to include a reference to the Publisher-assigned DOI (Digital Object Identifier) and a link to the online abstract for the final published Work in the Journal.Upon Publisher's request, the Author agrees to furnish promptly to Publisher, at the Author's own expense, written evidence of the permissions, licenses, and consents for use of third-party material included within the Work, except as determined by Publisher to be covered by the principles of Fair Use.The Author represents and warrants that:The Work is the Author's original work;The Author has not transferred, and will not transfer, exclusive rights in the Work to any third party;The Work is not pending review or under consideration by another publisher;The Work has not previously been published;The Work contains no misrepresentation or infringement of the Work or property of other authors or third parties; andThe Work contains no libel, invasion of privacy, or other unlawful matter.The Author agrees to indemnify and hold Publisher harmless from Author's breach of the representations and warranties contained in Paragraph 7 above, as well as any claim or proceeding relating to Publisher's use and publication of any content contained in the Work, including third-party content.This work is licensed under a Creative Commons Attribution 4.0 International License.</license-p></license></permissions><self-uri xlink:href="https://press.ierek.com/index.php/ESSD/article/view/680" xlink:title="Load Shifting Assessment of Residential Heat Pump System in Japan">Load Shifting Assessment of Residential Heat Pump System in Japan</self-uri><abstract><p>With the economic growth and increasing requirement of indoor thermal comfort, the load of building sector presents a greater variability.This paper aims at analyzing the energy consumption characteristics and influencing factors of the residential heat pump system. Firstly, we selected residential households as investigated objective in Kitakyushu, Japan, and compared the energy saving performances of heat supply systems between heat pump and natural gas boiler. The results were based on real measured residential load during winter period, and calculated the cost saving performance of residential heat pump system compared with traditional natural gas boiler. We also did a survey of residential occupation behavior for the 12 selected residential customers. The result indicated that there was low relationship between power consumption and occupation hours, and the number of family members had a significant impact on the power consumption. The results indicate that residential heat pump system presented promising energy saving and cost reduction potential.</p></abstract><kwd-group><kwd>Heat pump system</kwd><kwd>Eco-cute；Economy analysis</kwd></kwd-group><custom-meta-group><custom-meta><meta-name>File created by JATS Editor</meta-name><meta-value><ext-link ext-link-type="uri" xlink:href="https://jatseditor.com" xlink:title="JATS Editor">JATS Editor</ext-link></meta-value></custom-meta><custom-meta><meta-name>issue-created-year</meta-name><meta-value>2019</meta-value></custom-meta></custom-meta-group></article-meta></front><body><sec><title>1. Introduction</title><p>The heat pump is one of the most promising heating technologies for energy-efficient building. In recent years, heat pump was also proven to be an economical efficient option for the residential heating supply system via power to heating transform. Residential heat pump system has gradually become a hot topic in research in various researches.</p><p>Brian Drysdale pointed that residential daily load had a significant seasonal and daily variations. There was a significant energy saving or economic benefit potential to manage the flexible load through optimal demand side management, such as power to heat transforms application <xref ref-type="bibr" rid="BIBR-1">(Drysdale et al., 2015)</xref>. S. N. Petrović proposed optimized model to improve the performance of residential heat pump system, and his simulation results indicated that coefficient of performance(COP) presented a higher value during summer period. However, it shown a lower value in winters when heating demand was higher <xref ref-type="bibr" rid="BIBR-2">(Petrović &amp; Karlsson, 2016)</xref>. Jenny Love compared the heat pump and gas boiler operation, and discussed daily mean and peak power under different external temperatures. The aggregate profile shown two peak heating period at the same time as those found in homes heated by boilers, but with lower peaks and more night time operation <xref ref-type="bibr" rid="BIBR-3">(Love et al., 2017)</xref>. Primož Poredoš did a thermo-economic analysis based on the field-test results for a residential air-to-water heat pump. The results revealed that the considered air-to-water heat pump represents the most thermo-economically efficient system in terms of the aver final costs for heat production <xref ref-type="bibr" rid="BIBR-4">(Poredoš et al., 2017)</xref>. Viorel Popa implemented an air to water heat pump in Galati city to calculated medium value of the coefficient of performance of the heat pump system. Comparing with other heating system, heat pump system has low operating and maintenance costs and shows promosing environmental performance <xref ref-type="bibr" rid="BIBR-5">(Popa et al., 2016)</xref>.</p><p>Research on residential heat pump systems is analyzed based on the energy market in Japan. This research is composed as follow. Section 1 based on the measured data, we analyze the economic benefits of residential heat pump systems, according to the factors such as temperature, coefficient of performance and the distribution of residential electricity consumption. Section 2 introduces the objective and data resource. Section 3 presents the method. Section 4 does a detail analysis that consider the energy saving and economic performance, and the occupation impact. In the last section, the conclusion is provided.</p></sec><sec><title>2. Objective and data resource</title><p>According to the data book from Kyuden Electrical Company <xref ref-type="bibr" rid="BIBR-6">(Company, XXXX)</xref>, it can be seen that the Kyushu area is presenting a full electrification trend. All electrified housing number in Kyushu area has increased twice from 2008 to 2017. According to <xref ref-type="bibr" rid="BIBR-7">(Zhang et al., 2015)</xref>, numerous heat pump water heaters have been developed for the residential sector, alongside the promotion of all-electrification households over recent years. Energy for hot water accounts for about 30% of total residential energy consumption in Japan. As evidenced in many empirical studies, the energy consumption of each household was statistically investigated for different outdoor temperatures, family composition, house time and economic conditions. In addition, load flexibility is closely related to the load consumption patterns of different customers. As shown in <xref ref-type="fig" rid="figure-1">Figure 1</xref>, this research selected 12 households located in Higashida District, northern part of Kyushu Island, Japan. Analyzing their residential electricity usage during weekly period in winter in 2017. This section analyzed the time series power consumption by each appliance at 1-hour interval, compares the residential energy consumption after the application of heat pump system,</p><p><xref ref-type="fig" rid="figure-2">Figure 2</xref> presents the detail structure of residential heat pump system. Customers can use electricity from power grid, evaporator absorbs the heat form air, and transfer it to the thermal storage system. And the stored energy in the tank will be used later in the residential house. We also did a survey of family members' basic information for the 12 selected customers, the survey can be seen in <xref ref-type="table" rid="table-1">Table 1</xref>.</p><fig id="figure-1" ignoredToc=""><label>Figure 1</label><caption><p>Location of Higashida region in Japan.</p></caption><graphic xlink:href="https://press.ierek.com/index.php/ESSD/article/download/680/1283/5731" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><fig id="figure-2" ignoredToc=""><label>Figure 2</label><caption><p>Structure of residential household with heat pump water heater system.</p></caption><graphic xlink:href="https://press.ierek.com/index.php/ESSD/article/download/680/1283/5732" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><table-wrap id="table-1" ignoredToc=""><label>Table 1</label><caption><p>Basic information of customers</p></caption><table frame="box" rules="all"><thead><tr><th colspan="1" rowspan="1" style="" align="center" valign="middle">Room number</th><th colspan="1" rowspan="1" style="" align="center" valign="middle">Family member</th><th colspan="1" rowspan="1" style="" align="center" valign="middle"><p>Occupation hours(weekday)(h)</p></th><th colspan="1" rowspan="1" style="" align="center" valign="middle"><p>Occupation hours(Saturday)(h)</p></th><th colspan="1" rowspan="1" style="" align="center" valign="middle"><p>Occupation hours(Sunday)(h)</p></th></tr></thead><tbody><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>I101</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">3</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">42</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>60</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">72</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>I111</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">4</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">65</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>82</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">88</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>I205</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">5</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">70</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>93</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">70</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>I210</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">4</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">68</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>79</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">67</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>I409</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">4</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">56</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>60</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">68</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>I410</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">3</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">48</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>48</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">42</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>I411</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">5</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">81</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>94</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">97</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>I1001</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">4</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">60</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>79</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">79</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>I1101</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">4</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">62</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>75</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">89</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>II308</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">2</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">36</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>43</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">44</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>II411</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">3</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">33</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>38</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">48</td></tr><tr><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>II804</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">4</td><td colspan="1" rowspan="1" style="" align="center" valign="middle">63</td><td colspan="1" rowspan="1" style="" align="center" valign="middle"><p>92</p></td><td colspan="1" rowspan="1" style="" align="center" valign="middle">80</td></tr></tbody></table></table-wrap></sec><sec><title>3. Methodology</title><p>The performance of COP is strongly dependent on changes of outdoor temperature. The daily heat consumption of the house also changes. There is an uncertainty in the cost savings, and the application of heat pump system provides a cost saving chance. We compare the performance between heat pump systems and traditional methods of extracting heat from natural gas.</p><p>The power consumption of heat pump E hp (kWh) can be calculated as follow:</p><p>(1)                  <inline-formula><tex-math id="math-1"><![CDATA[ \documentclass{article} \usepackage{amsmath} \begin{document} \displaystyle E_{\text{hp}} = \frac{Q_{\text{re}}}{COP_{\text{hp}}} \\ \end{document} ]]></tex-math></inline-formula></p><p>The equivalent consumption of natural gas V Gas (m³) can be calculated as follow:</p><p>(2)                  <inline-formula><tex-math id="math-2"><![CDATA[ \documentclass{article} \usepackage{amsmath} \begin{document} \displaystyle V_{\text{Gas}} = \frac{Q_{\text{re}}}{\text{LHV}} \\ \end{document} ]]></tex-math></inline-formula></p><p>The fuel cost of natural gas C Gas (Yen) can be calculated as follow:</p><p>(3)                  <inline-formula><tex-math id="math-3"><![CDATA[ \documentclass{article} \usepackage{amsmath} \begin{document} \displaystyle C_{\text{Gas}} = V_{\text{Gas}} \times \text{Price}_{\text{Gas}} \\ \end{document} ]]></tex-math></inline-formula></p><p>The power cost of heat pump C re (Yen) can be calculated as follow:</p><p>(4)                  <inline-formula><tex-math id="math-4"><![CDATA[ \documentclass{article} \usepackage{amsmath} \begin{document} \displaystyle C_{\text{re}} = Q_{\text{re}} \times \text{Price}_{\text{Electric}} \\ \end{document} ]]></tex-math></inline-formula></p><p>The cost saving P user (Yen) can be calculated as follow:</p><p>(5)                  <inline-formula><tex-math id="math-5"><![CDATA[ \documentclass{article} \usepackage{amsmath} \begin{document} \displaystyle P_{\text{user}} = C_{\text{Gas}} - C_{\text{re}} \end{document} ]]></tex-math></inline-formula></p><p>Where, Q re refers to the heating consumption of residential house (kJ), COP hp refers the COP of heat pump, LHV is the heating value of city gas (kJ/m³), Price Gas is the price of natural gas, and Price Electric refers to the electricity price.</p></sec><sec><title>4. Result and discussion</title><sec><title>4.1. Energy saving performance</title><p>Selecting one household to analyze the power consumption of Eco-cute. As we all know the power consumption of Eco-cute has a close relationship with outdoor temperature.As we can see in Figure. 3, when the outdoor temperature increase the power consumption of Eco-cute is shown a decreasing trend. Taking one household as an example, when the outdoor temperature dropped from 6 degrees Celsius to minus 2 degrees Celsius, the hourly power consumption increased by 14%. In the following, we will calculate thermal load in different value of COP.</p><fig id="figure-3" ignoredToc=""><label>Figure 3</label><caption><p>Power consumption of Eco-cute under different out temperature.</p></caption><graphic xlink:href="https://press.ierek.com/index.php/ESSD/article/download/680/1283/5733" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>Base on he measured data, we analyze the power consumption of Eco-cute between the different customers. As we can see in <xref ref-type="fig" rid="figure-4">Figure 4</xref>, the power consumption of Eco-cute of each building shows a peak of usage is presented before 0 to 8 o'clock, and the peak is reached during 3 and 4 o'clock.</p><fig id="figure-4" ignoredToc=""><label>Figure 4</label><caption><p>Comparison of power consumption of Eco-cute between the different customers.</p></caption><graphic xlink:href="https://press.ierek.com/index.php/ESSD/article/download/680/1283/5734" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><sec><title>4.2. Economic performance</title><p>We do an economic performance by comparing performance between Eco-cute and natural gas boiler. The cost of the Eco-cute and natural gas boiler for the same amount thermal load is calculated. As shown in the <xref ref-type="fig" rid="figure-5">Figure 5</xref>, ranging the value of COP from 2.5 to 3.5, it shows that the cost saving is obvious at higher COP value.</p><fig id="figure-5" ignoredToc=""><label>Figure 5</label><caption><p>Cost saving by using Eco-cute under the different value of COP.</p></caption><graphic xlink:href="https://press.ierek.com/index.php/ESSD/article/download/680/1283/5735" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>We also calculate the cost savings performance among customers. As shown in the <xref ref-type="fig" rid="figure-6">Figure 6</xref>, we fix the performance of COP at 3.5, the cost savings can reach up to 5000Yenand the lowest is around 2500Yen. It indicates that Eco-cute is shown an economic advantage.</p><fig id="figure-6" ignoredToc=""><label>Figure 6</label><caption><p>Cost savings performance among customers.</p></caption><graphic xlink:href="https://press.ierek.com/index.php/ESSD/article/download/680/1283/5736" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig></sec><sec><title>4.3. Occupation impact</title><p>As we all know, occupation has an impact on the load consumption. The survey result shows that the number of family members of the selected households ranges from 2, 3, 4, and 5 people, we calculated the power consumption of Eco- cute for these customers, respectively. The relationship between the number of family members and power consumption of Eco-cute is shown in <xref ref-type="fig" rid="figure-7">Figure 7</xref>. The result present that the power consumption is in linear relationship with the number of family members. The impact of occupation hours on the total power and Eco-cute consumption are shown in <xref ref-type="fig" rid="figure-xrrj1g">Figure 8</xref>.</p><p>Based on <xref ref-type="fig" rid="figure-xrrj1g">Figure 8</xref>, it indicates that the number of family members has significant impact on the power consumption of Eco-cute.</p><fig id="figure-7" ignoredToc=""><label>Figure 7</label><caption><p>Relationship between power consumption of Eco-cute and number of family members.</p></caption><graphic xlink:href="https://press.ierek.com/index.php/ESSD/article/download/680/1283/5737" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig></sec></sec></sec><sec><title>5. Conclusion</title><fig id="figure-xrrj1g" ignoredToc=""><label>Figure 8</label><caption><p>The impact of indoor hour on the Eco-cute consumption</p></caption><graphic xlink:href="https://press.ierek.com/index.php/ESSD/article/download/680/1283/5738" mimetype="image" mime-subtype="png"><alt-text>Image</alt-text></graphic></fig><p>This study utilized the monitored history data to analyze the energy consumption characteristics and influencing factors of the residential customers, which equiped with heat pump heat supply system in Kitakyushu, Japan. Considering that load flexibility is closely related to the load consumption patterns of different customers. We selected 12 households located in Higashida district to analyzed their residential electricity usage, the daily demand curves and load consumption pattern of heat pump system were investigated in detail.</p><p>The characteristics of energy saving performance indicate that power consumption of Eco-cute shown a decreasing trend with increasing outdoor temperature. According to the economic performance comparison between Eco-cute and natural gas boiler, the result shown that Eco-cute exhibited an economic advantage, and the cost saving by using Eco-cute was obvious at higher COP value. As for the impact of occupation on the load consumption, we did a survey of family members' indoor hour for the 12 selected customers, the result show that there was a low correlation between power consumption and indoor hour, and the number of family members had a significant impact on the power consumption.</p></sec></body><back><ref-list><title>References</title><ref id="BIBR-1"><element-citation publication-type="article-journal"><article-title>Flexible demand in the GB domestic electricity sector in 2030</article-title><source>Applied Energy</source><volume>139</volume><person-group person-group-type="author"><name><surname>Drysdale</surname><given-names>B.</given-names></name><name><surname>Wu</surname><given-names>J.</given-names></name><name><surname>Jenkins</surname><given-names>N.</given-names></name></person-group><year>2015</year><fpage>281</fpage><lpage>290</lpage><page-range>281-290</page-range></element-citation></ref><ref id="BIBR-2"><element-citation publication-type="article-journal"><article-title>Residential heat pumps in the future Danish energy system</article-title><source>Energy</source><volume>114</volume><person-group person-group-type="author"><name><surname>Petrović</surname><given-names>S.N.</given-names></name><name><surname>Karlsson</surname><given-names>K.B.</given-names></name></person-group><year>2016</year><fpage>787</fpage><lpage>797</lpage><page-range>787-797</page-range></element-citation></ref><ref id="BIBR-3"><element-citation publication-type="article-journal"><article-title>The addition of heat pump electricity load profiles to GB electricity demand: Evidence from a heat pump field trial</article-title><source>Applied Energy</source><volume>204</volume><person-group person-group-type="author"><name><surname>Love</surname><given-names>J.</given-names></name><name><surname>Smith</surname><given-names>A.Z.</given-names></name><name><surname>Watson</surname><given-names>S.</given-names></name><name><surname>Oikonomou</surname><given-names>E.</given-names></name><name><surname>Summerfield</surname><given-names>A.</given-names></name><name><surname>Gleeson</surname><given-names>C.</given-names></name><name><surname>Stone</surname><given-names>A.</given-names></name><etal/></person-group><year>2017</year><fpage>332</fpage><lpage>342</lpage><page-range>332-342</page-range></element-citation></ref><ref id="BIBR-4"><element-citation publication-type="article-journal"><article-title>Thermo-economic and primary-energy-factor assessment based on the field test of an air-to-water heat pump</article-title><source>International Journal of Refrigeration</source><volume>76</volume><person-group person-group-type="author"><name><surname>Poredoš</surname><given-names>P.</given-names></name><name><surname>Čož</surname><given-names>T.</given-names></name><name><surname>Kitanovski</surname><given-names>A.</given-names></name><name><surname>Poredoš</surname><given-names>A.</given-names></name></person-group><year>2017</year><fpage>19</fpage><lpage>28</lpage><page-range>19-28</page-range></element-citation></ref><ref id="BIBR-5"><element-citation publication-type="article-journal"><article-title>Thermo-economic analysis of an air-to-water heat pump</article-title><source>Energy Procedia</source><volume>85</volume><person-group person-group-type="author"><name><surname>Popa</surname><given-names>V.</given-names></name><name><surname>Ion</surname><given-names>I.</given-names></name><name><surname>Popa</surname><given-names>C.L.</given-names></name></person-group><year>2016</year><fpage>408</fpage><lpage>415</lpage><page-range>408-415</page-range></element-citation></ref><ref id="BIBR-6"><element-citation publication-type=""><article-title>Data book in Kyushu</article-title><person-group person-group-type="author"><name><surname>Company</surname><given-names>Kyuden Electrical</given-names></name></person-group><ext-link xlink:href="http://www.kyuden.co.jp/var/rev0/0149/5535/data_book_2018_all.pdf" ext-link-type="uri" xlink:title="Data book in Kyushu">Available from: http://www.kyuden.co.jp/var/rev0/0149/5535/data_book_2018_all.pdf</ext-link></element-citation></ref><ref id="BIBR-7"><element-citation publication-type="article-journal"><article-title>Review on CO2 heat pump water heater for residential use in Japan</article-title><source>Renewable and Sustainable Energy Reviews</source><volume>50</volume><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>J.F.</given-names></name><name><surname>Qin</surname><given-names>Y.</given-names></name><name><surname>Wang</surname><given-names>C.C.</given-names></name></person-group><year>2015</year><fpage>1383</fpage><lpage>1391</lpage><page-range>1383-1391</page-range></element-citation></ref></ref-list></back></article>
