{"id":157,"date":"2026-07-09T23:52:47","date_gmt":"2026-07-09T14:52:47","guid":{"rendered":"https:\/\/brainwt.synology.me\/wordpress\/?page_id=157"},"modified":"2026-07-10T00:24:19","modified_gmt":"2026-07-09T15:24:19","slug":"achievements","status":"publish","type":"page","link":"https:\/\/brainwt.synology.me\/wordpress\/achievements\/","title":{"rendered":"Projects"},"content":{"rendered":"\n<p>\ud798\ub4e4\uad6c\uba3c&#8230;&nbsp;<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-ast-global-color-5-color has-alpha-channel-opacity has-ast-global-color-5-background-color has-background is-style-wide\"\/>\n\n\n\n<h1 class=\"has-luminous-vivid-orange-color has-text-color\">B-HILS<\/h1>\n\n\n\n<p><br><strong>\u200bInfo.<\/strong><\/p>\n\n\n\n<ul>\n<li>B-HILS: Development of a <strong><em>Hardware in the Loop Simulation Testbed <\/em><\/strong>for Dynamic Performance Evaluation of <strong><em>Building <\/em><\/strong>Energy Systems under Realistic Boundary Conditions<\/li>\n<\/ul>\n\n\n\n<p>\u200b<strong>Status&nbsp;<\/strong><\/p>\n\n\n\n<ul>\n<li>Phase 2&nbsp;(2026.01&nbsp;~ 2030.12) :\n<ul>\n<li>WG2 Leader:&nbsp;\ub137\uc81c\ub85c \uc5d0\ub108\uc9c0 \uc2dc\uc2a4\ud15c (\uc5f4\uc6d0\/TES, \ud658\uae30, \uc678\ud53c) \ub3d9\uc801 \uc131\ub2a5 \ud3c9\uac00 \uae30\uc220 \uac1c\ubc1c <\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Phase 1&nbsp;(2024.6 ~ 2025.1) :\n<ul>\n<li>\u200bR&amp;D scoping&nbsp;study: \ub137\uc81c\ub85c \ube4c\ub529 \uad6c\ud604 \uae30\uc220\uc758 \ud558\ub4dc\uc6e8\uc5b4\uc778\ub354\ub8e8\ud504(HIL) \uae30\ubc18 \ucd08\ud601\uc2e0 \uc2e4\uac80\uc99d \uae30\uc220 \uac1c\ubc1c(\uae30\ud68d\uc81c\uc548: \uc784\ud55c\uc194, \uae40\ub355\uc6b0, \uc548\uae30\uc5b8), \uc6d0\ub0b4 \uc8fc\uc694\uc0ac\uc5c5&nbsp; \uae30\ud68d\u200b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>Relevant Publications&nbsp;\u200b<\/strong><\/p>\n\n\n\n<ul>\n<li>on going&#8230;<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-ast-global-color-5-color has-alpha-channel-opacity has-ast-global-color-5-background-color has-background is-style-wide\"\/>\n\n\n\n<h1 class=\"has-vivid-cyan-blue-color has-text-color\" id=\"block-ddb03e70-85b2-47e4-8871-2fbf35399b33\">Project-DataNet <\/h1>\n\n\n\n<p>(Previous name: Project-Data Weaver)<\/p>\n\n\n\n<p><br><strong>\u200bInfo.<\/strong><\/p>\n\n\n\n<ul>\n<li>Development of a data framework for integrating bulding energy datasets and applications to accelerate carbon neutrality in the building sector.\n<ul>\n<li>WG1: Linkage and integration of 22+ datasets (building energy usage, buliding registry, energy use influence factors)<\/li>\n\n\n\n<li>WG2: Optimal maintenance technology for unstructured data.<\/li>\n\n\n\n<li>WG3: Evidence-based building energy performance evaluation methodology.<\/li>\n\n\n\n<li>WG4: Next-generation data management system and application services.\u200b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u200b<strong>Status&nbsp;<\/strong><\/p>\n\n\n\n<ul>\n<li>Phase 2&nbsp;(2023&nbsp;~ 2026) :\n<ul>\n<li>DeepViewer:&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/kict-deepview.com\/map\" target=\"_blank\">https:\/\/kict-deepview.com\/map<\/a>&nbsp;(URL updated, 26.04.01),&nbsp;<br>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;\u200bdpview-web.n-e.kr\/home\/land&nbsp; &nbsp;(updated 26.03.04; expired 26.04.01)&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;<\/li>\n\n\n\n<li>DateNet :&nbsp;<a href=\"https:\/\/datanet.kro.kr\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/datanet.kro.kr&nbsp;<\/a>&nbsp;(updated 25.05.29)&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Phase 1&nbsp;(2021.6 ~ 2022.6) :\n<ul>\n<li>\u200bR&amp;D scoping&nbsp;study,&nbsp;\u200b<a href=\"https:\/\/pj-dw.weebly.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Web&nbsp;URL<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Previous Project:\n<ul>\n<li>\uad11\uc5ed\uac80\uc9c4\uc2dc\uc2a4\ud15c (2022),&nbsp;\u200b<a href=\"https:\/\/check.building-energy.org\/auth-login\" target=\"_blank\" rel=\"noreferrer noopener\">check.building-energy.org\/<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>News Articles&nbsp;<\/strong><\/p>\n\n\n\n<ul>\n<li>2025.11.02,&nbsp;<a href=\"https:\/\/www.kharn.kr\/news\/article.html?no=29132\" target=\"_blank\" rel=\"noreferrer noopener\">\uac74\ubb3c\ubd80\ubb38 \ud0c4\uc18c\uac10\ucd95 \ud574\ubc95, &#8216;\uac74\ubb3cE \ub370\uc774\ud130 \ud1b5\ud569\uad00\ub9ac&#8217;<\/a><\/li>\n\n\n\n<li>2025.10.31,&nbsp;<a href=\"https:\/\/www.enewstoday.co.kr\/news\/articleView.html?idxno=2347844\" target=\"_blank\" rel=\"noreferrer noopener\">\uc11c\uc6b8\uc5f0\uad6c\uc6d0, \u2018\uac74\ubb3c \uc5d0\ub108\uc9c0 \ub370\uc774\ud130 \ud1b5\ud569 \uad00\ub9ac \uc2dc\uc2a4\ud15c\u2019 \uc124\uba85\ud68c \uac1c\ucd5c<\/a><\/li>\n\n\n\n<li>2025.09.25,&nbsp;<a href=\"https:\/\/brainwt.weebly.com\/uploads\/1\/3\/3\/6\/13369615\/global_net_kbts_-_seminar_-_092525.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\uac74\ubb3c\ubd80\ubb38 \ud0c4\uc18c\uc911\ub9bd \uc9c0\uc6d0\uc744 \uc704\ud55c \uad6d\uac00 \uac74\ubb3c\uc5d0\ub108\uc9c0 \ubc0f \uc601\ud5a5\uc778\uc790 \uc815\ubcf4 DB \uad6c\ucd95 \uc18c\uac1c, Global Net KBTS &#8211; Seminar &#8211; 092525<\/a><\/li>\n\n\n\n<li>2024.10.25,<a href=\"https:\/\/www.ctman.kr\/31950\" target=\"_blank\" rel=\"noreferrer noopener\">&nbsp;\u2018\ubbff\uace0 \uc4f0\ub294<\/a>&#8216;&nbsp;<a href=\"https:\/\/www.ctman.kr\/31950\" target=\"_blank\" rel=\"noreferrer noopener\">\uac74\ubb3c \uc131\ub2a5\uc815\ubcf4 \ub4f1 \uad00\ub9ac\uc2dc\uc2a4\ud15c \ub9cc\ub4e0\ub2e4<\/a><\/li>\n\n\n\n<li>2023.10.11,&nbsp;<a href=\"http:\/\/www.engjournal.co.kr\/news\/articleView.html?idxno=2583\" target=\"_blank\" rel=\"noreferrer noopener\">\uac74\ubb3c\uc5d0\ub108\uc9c0 \uc18c\ube44 \ub370\uc774\ud130 \ud1b5\ud569\uad00\ub9ac\ud574, \uac74\ubb3c\ubd80\ubb38 \ud0c4\uc18c\uc911\ub9bd \ub2ec\uc131 \u2018\uac00\uc18d\ud654\u2019<\/a><\/li>\n\n\n\n<li>2023.10.06,&nbsp;<a href=\"http:\/\/www.engjournal.co.kr\/news\/articleView.html?idxno=2579\" target=\"_blank\" rel=\"noreferrer noopener\">\u201c\uc5d0\ub108\uc9c0 \uc0c8\ub294 \uad6c\uba4d, 3D\ub85c \uac00\uc2dc\ud654\u201d \uac74\ubb3c\uc5d0\ub108\uc9c0 \ud6a8\uc728\uc801 \uad00\ub9ac \uac00\ub2a5\ud574\uc9c4\ub2e4<\/a><\/li>\n\n\n\n<li>2023.10.04,&nbsp;<a href=\"http:\/\/www.engjournal.co.kr\/news\/articleView.html?idxno=2575\" target=\"_blank\" rel=\"noreferrer noopener\">\uac74\ucd95\ubb3c \ube44\uc815\ud615 \ub370\uc774\ud130\ud65c\uc6a9\ud574 \ucd5c\uc801 \uc720\uc9c0\uad00\ub9ac \uccb4\uacc4 \ub9c8\ub828<\/a><\/li>\n\n\n\n<li>2023.08.28,&nbsp;<a href=\"http:\/\/www.kharn.kr\/news\/article.html?no=23004\" target=\"_blank\" rel=\"noreferrer noopener\">\uc124\ube44\uacf5\ud559\ud68c, \uc2e4\ud6a8\uc801 GR \uc2e4\ud589 \ubc29\ud5a5 \uc81c\uc2dc<\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Relevant Publications&nbsp;\u200b<\/strong><\/p>\n\n\n\n<ol>\n<li>Kim, H. G., Shin, H. R., Chu, H. G., Yi, D. H., Park, S. L., Kim, D. S., Lim, H. W., Yoon, S. M., Kim, E. J., Joe, J. W., Kim, S. S., Ahn, H. U., Heo, Y., Yang, I.-H., &amp;&nbsp;<strong>Kim, D.-W.<\/strong>&nbsp;(2026). DataNet: Linking multi-faceted building energy datasets for effective performance analysis at scale.&nbsp;<em>Energy and Buildings<\/em>.&nbsp;<a href=\"https:\/\/doi.org\/10.1016\/j.enbuild.2026.117886\">https:\/\/doi.org\/10.1016\/j.enbuild.2026.117886<\/a><\/li>\n\n\n\n<li>\ud669\uc815\uc724,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \uc784\ud604\uc6b0. (2026). \uac74\ubb3c \uc5d0\ub108\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uacf5\uacf5\ub370\uc774\ud130 \uae30\ubc18 \ub2e8\ub3c5\ud615\u00b7\ub2e8\uc9c0\ud615 \uac74\ucd95\ubb3c \ubd84\ub958 \ubc0f \uacf5\uac04\u00b7\uc18d\uc131 \uc815\ubcf4 \ud1b5\ud569. \ub300\ud55c\uac74\ucd95\ud559\ud68c\ub17c\ubb38\uc9d1, 42(6), 283-290.<\/li>\n\n\n\n<li>Kim, H., Joo, H.,&nbsp;<strong>Kim, D. W.<\/strong>, &amp; Heo, Y. (2026). Understanding end-use energy patterns in schools: Disaggregated EUI analysis with surrogate features and explainable machine learning.&nbsp;<em>Journal of Building Engineering<\/em>,&nbsp;<em>123<\/em>, 115828.&nbsp;<a href=\"https:\/\/doi.org\/10.1016\/j.jobe.2026.115828\">https:\/\/doi.org\/10.1016\/j.jobe.2026.115828<\/a><\/li>\n\n\n\n<li><strong>\uae40\ub355\uc6b0<\/strong>. (2026). [\uad8c\ub450\uc5b8] \ub370\uc774\ud130 \uae30\ubc18 \ud55c\uad6d\ud615 \uac74\ubb3c\uc5d0\ub108\uc9c0 \uc2e4\uc0ac\uc6a9\ub7c9 \ud3c9\uac00\uccb4\uacc4 \uac1c\ubc1c.&nbsp;<em>\uadf8\ub9b0\ube4c\ub529 (\ud55c\uad6d\uadf8\ub9b0\ube4c\ub529\ud611\uc758\ud68c\uc9c0), 27<\/em>(2), 4\u20135.<\/li>\n\n\n\n<li>\uc8fc\ud615\ube48, \uae40\ud55c\uc8fc, \uc774\ub3d9\ud601,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \ud5c8\uc5f0\uc219. (2026). [\ud2b9\uc9d1] \uacf5\uacf5\ub370\uc774\ud130 \uae30\ubc18 \uacf5\uacf5\ub3c4\uc11c\uad00\uc758 \uc5d0\ub108\uc9c0 \uc0ac\uc6a9 \ud2b9\uc131\uacfc \uce74\ud14c\uace0\ub9ac\ubcc4 \uc601\ud5a5 \ubd84\uc11d.&nbsp;<em>\uadf8\ub9b0\ube4c\ub529 (\ud55c\uad6d\uadf8\ub9b0\ube4c\ub529\ud611\uc758\ud68c\uc9c0), 27<\/em>(2), 37\u201345.<\/li>\n\n\n\n<li>\uae40\ud55c\uc8fc, \uc8fc\ud615\ube48,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \ud5c8\uc5f0\uc219. (2026). [\ud2b9\uc9d1] \uacf5\uacf5\ub370\uc774\ud130 \uacf5\ubc31 \ubcf4\uc644\uc744 \uc704\ud55c \ub300\ub9ac\ubcc0\uc218 \ud65c\uc6a9 \uad50\uc721\uc2dc\uc124 \uc5d0\ub108\uc9c0 \uc601\ud5a5\uc778\uc790 \ubd84\uc11d.&nbsp;<em>\uadf8\ub9b0\ube4c\ub529 (\ud55c\uad6d\uadf8\ub9b0\ube4c\ub529\ud611\uc758\ud68c\uc9c0), 27<\/em>(2), 28\u201336.<\/li>\n\n\n\n<li>Yi, D.H., Choi, S.,&nbsp;<strong>Kim, D.-W.,<\/strong>&nbsp;Yoon, S., (2026). Quantifying urban building shading effect for data-driven building energy modeling. Building and Environment 289, 114011.&nbsp;<a href=\"https:\/\/doi.org\/10.1016\/j.buildenv.2025.114011\">https:\/\/doi.org\/10.1016\/j.buildenv.2025.114011<\/a><\/li>\n\n\n\n<li>\u200bPark, J., Choi, K., Mo, C.-H., Talib, A., Park, S.,&nbsp;<strong>Kim, D.-W.<\/strong>, Joe, J., 2025. Development of Evaluation Model for Building Energy Usage: Methodology Development and Case Study on Day-Care Centers in South Korea. Sustainability 17, 8339.&nbsp;<a href=\"https:\/\/doi.org\/10.3390\/su17188339\">https:\/\/doi.org\/10.3390\/su17188339<\/a><\/li>\n\n\n\n<li>Hwang, J., Lee, K., Lee, D.,&nbsp;<strong>Kim, D.-W.<\/strong>, Lim, H., (2025). Analysis of energy consumption impacts using public data-based building shape index: a case study of office buildings in Seoul.&nbsp;<em>Journal of Building Engineering&nbsp;<\/em>114643.&nbsp;<a href=\"https:\/\/doi.org\/10.1016\/j.jobe.2025.114643\">https:\/\/doi.org\/10.1016\/j.jobe.2025.114643<\/a><\/li>\n\n\n\n<li>Sebin Choi, Dong Hyuk Yi,&nbsp;<strong>Deuk-Woo Kim<\/strong>, Sungmin Yoon, (2025). Multi-source data fusion-driven urban building energy modeling, Sustainable Cities and Society, Volume 123, 106283, ISSN 2210-6707, https:\/\/doi.org\/10.1016\/j.scs.2025.106283.\u200b<\/li>\n\n\n\n<li>Kim, Hye Gi, Seung Eon Lee, and Deuk Woo Kim. 2024. \u201cImpact of Calendarization on Change-Point Models.\u201d Energy and Buildings 303 (January): 113803. doi:10.1016\/j.enbuild.2023.113803.\u200b<\/li>\n\n\n\n<li>\u200b\uc2e0\ud61c\ub9ac, \uae40\ud61c\uae30,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>. (2024). \ub370\uc774\ud130\ub137: \uac74\ubb3c\ubd80\ubb38 \ud0c4\uc18c\uc911\ub9bd \uac00\uc18d\ud654\ub97c \uc704\ud55c \uac74\ubb3c \uc5d0\ub108\uc9c0 \ubc0f \uc601\ud5a5\uc778\uc790 \uc815\ubcf4\uc758 \ud1b5\ud569\uad00\ub9ac \uae30\ubc18 \uad6c\ucd95 . \ud55c\uad6d\uac74\ucd95\uce5c\ud658\uacbd\uc124\ube44\ud559\ud68c \ub17c\ubb38\uc9d1, 18(6), 564-575.<\/li>\n\n\n\n<li>\uae40\ud55c\uc8fc, \uc8fc\ud615\ube48,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \ud5c8\uc5f0\uc219. (2024). \uad50\uc721\uc2dc\uc124 \uc5d0\ub108\uc9c0 \ubca4\uce58\ub9c8\ud0b9\uc744 \uc704\ud55c \uc5f0\uac04 \uae30\uc800 \ubc0f \ub09c\ubc29 \uc5d0\ub108\uc9c0 \uc601\ud5a5 \uc778\uc790 \ubd84\uc11d . \ud55c\uad6d\uac74\ucd95\uce5c\ud658\uacbd\uc124\ube44\ud559\ud68c \ub17c\ubb38\uc9d1, 18(6), 491-501.\u200b<\/li>\n\n\n\n<li>\u200b\ucd5c\uad11\uc6d0, \ubc15\uc9c4\ud615,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \uc870\uc7ac\uc644. (2024). \uac1c\ubc29\ud615 \uacf5\uacf5\ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c \uc601\uc720\uc544 \uc2dc\uc124\uc758 \uc5d0\ub108\uc9c0 \uc18c\ube44 \uc131\ub2a5 \ud3c9\uac00\ub97c \uc704\ud55c \ud68c\uadc0 \ubaa8\ub378 \uac1c\ubc1c . \ud0dc\uc591\uc5d0\ub108\uc9c0(\ud55c\uad6d\ud0dc\uc591\uc5d0\ub108\uc9c0\ud559\ud68c \ub17c\ubb38\uc9d1), 44(6), 35-48.<\/li>\n\n\n\n<li>\uae40\uc9c0\ud615, \uae40\uc120\uc778, \ubc15\uc601\uc900,&nbsp;<strong>\uae40\ub355\uc6b0&nbsp;<\/strong>\uae40\uc758\uc885. (2024). \uacf5\ub3d9\uc8fc\ud0dd \ube44\uc5d0\ub108\uc9c0 \uacf5\uacf5\ub370\uc774\ud130\uc640 \uc6a9\ub3c4\ubcc4 \uc5f0\uac04 \uc5d0\ub108\uc9c0 \uc0ac\uc6a9\ub7c9 \uc0c1\uad00\uc131 \ubd84\uc11d. \uc124\ube44\uacf5\ud559 \ub17c\ubb38\uc9d1, 36(12), 606-618.<\/li>\n\n\n\n<li>\uae40\uc5b4\uc9c4, \ucd5c\uc601, \uc1a1\ubcd1\uad8c, \uc2e0\ud61c\ub9ac,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \uae40\uc6a9\uc131. (2024). Performance Analysis of Kubernetes-Based Data Distribution Service. \ud55c\uad6d\ud1b5\uc2e0\ud559\ud68c\ub17c\ubb38\uc9c0, 49(10), 1458-1465.<\/li>\n\n\n\n<li>\uc774\ub3d9\ud601,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>. (2024). \uac74\ubb3c \uc74c\uc601 \uc9c0\ud45c \uac1c\ubc1c\uc6a9 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uad6c\ucd95\uc744 \uc704\ud55c GIS \uae30\ubc18 \ub3c4\uc2dc \ub2e8\uc704 EnergyPlus \uc2dc\ubbac\ub808\uc774\uc158. \ud55c\uad6d\uac74\ucd95\uce5c\ud658\uacbd\uc124\ube44\ud559\ud68c \ub17c\ubb38\uc9d1, 18(2), 85-97.<\/li>\n\n\n\n<li><strong>\uae40\ub355\uc6b0<\/strong>. (2024). [\uad8c\ub450\uc5b8] \ud0c4\uc18c\uc911\ub9bd \uac00\uc18d\ud654\ub97c \uc704\ud55c \uac74\ubb3c \uc5d0\ub108\uc9c0 \uc18c\ube44\uc218\uc900 \ud3c9\uac00 \uae30\uc220. \uac74\ucd95\ud658\uacbd\uc124\ube44, 18(1), 4-4.<\/li>\n\n\n\n<li>\uc724\uc9c4\ud558, \ucd5c\uc900\uc6b0, \uae40\ud61c\uae30, \uc2e0\ud61c\ub9ac,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>. (2023). \uae30\uc874\uac74\ucd95\ubb3c \uc5d0\ub108\uc9c0 \uc131\ub2a5 \uc815\ubcf4 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uad6c\ucd95\uc744 \uc704\ud55c \ub370\uc774\ud130 \uc2a4\ud0a4\ub9c8 \uc81c\uc548. \ub300\ud55c\uac74\ucd95\ud559\ud68c\ub17c\ubb38\uc9d1, 39(12), 181-192.<\/li>\n\n\n\n<li><strong>\uae40\ub355\uc6b0<\/strong>; \uc548\uae30\uc5b8; \uc774\uc2b9\uc5b8; \uc774\ub3d9\ud601 (2022).&nbsp;\uac74\ubb3c \uc678\ubd80 \ud45c\uba74 \ub3c4\ub2ec \uc77c\uc0ac\ub7c9 DB \uad6c\ucd95 \ud504\ub808\uc784\uc6cc\ud06c \uac1c\ubc1c,&nbsp;\ub300\ud55c\uc124\ube44\uacf5\ud559\ud68c 2022\ub144\ub3c4 \ud558\uacc4\ud559\uc220\ubc1c\ud45c\ub300\ud68c (2022-06)<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-ast-global-color-5-color has-alpha-channel-opacity has-ast-global-color-5-background-color has-background is-style-wide\"\/>\n\n\n\n<h1 class=\"has-text-color\" style=\"color:#009e64\">From Observationality to Interventionality&nbsp;<\/h1>\n\n\n\n<p>(Previous name: building energy benchmarking)<br><\/p>\n\n\n\n<p><br><strong>Info.<\/strong><\/p>\n\n\n\n<ul>\n<li>Causal Inference and Discovery:\n<ul>\n<li>\u200bon going &#8230;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Performance Indicators:\n<ul>\n<li>on going &#8230;<\/li>\n\n\n\n<li>Cumulative frequency distributions of four performance indicators were developed for&nbsp;public buildings: (1) heating, (2) cooling, (3) base-load, and (4) total usage<\/li>\n\n\n\n<li>Four&nbsp;performance indicators were added&nbsp;: (1) heating slope, (2) cooling slope, (3)&nbsp;heating change point, (4) cooling change point<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Building use categories design :\n<ul>\n<li>Temporary categories for benchmarking :\n<ul>\n<li>Categories&nbsp;Tables:&nbsp;<a href=\"https:\/\/public.tableau.com\/views\/E__260319_\/1?:language=ko-KR&amp;:sid=&amp;:redirect=auth&amp;:display_count=n&amp;:origin=viz_share_link\" target=\"_blank\" rel=\"noreferrer noopener\">link&nbsp;<\/a>(26.03.11)<\/li>\n\n\n\n<li><a href=\"https:\/\/public.tableau.com\/app\/profile\/deuk.woo.kim2\/viz\/BM_260223_\/BM\" target=\"_blank\" rel=\"noreferrer noopener\">\u200b<\/a>About:&nbsp;<a href=\"https:\/\/github.com\/brainwt\/B-Cat\" target=\"_blank\" rel=\"noreferrer noopener\">link<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>Status&nbsp;<\/strong><\/p>\n\n\n\n<ul>\n<li><strong>Phase 3 (2023~2026):<\/strong>&nbsp;Multiple influence factors-based regression and benchmarking (with&nbsp;<em><strong>partial<\/strong><\/em>&nbsp;causal structure)<\/li>\n\n\n\n<li><strong>Phase 2 (2021~2022):<\/strong>&nbsp;Change-point regression parameter-based benchmarking<\/li>\n\n\n\n<li><strong>Phase 1 (2015~2020):<\/strong>&nbsp;Disaggregated (weather-sensitive and -insensitive) EUI-based energy benchmarking<\/li>\n<\/ul>\n\n\n\n<p>&nbsp;\u200b<strong>Relevant Publications&nbsp;<\/strong><\/p>\n\n\n\n<ol>\n<li>\uae40\ud61c\uae30, \ucd94\ud55c\uacbd, \uae40\ub355\uc6b0. (2026). \uacf5\uacf5\uac74\ucd95\ubb3c \uc5d0\ub108\uc9c0 \uc131\ub2a5\uac1c\uc120 \ub300\uc0c1 \uc120\ubcc4\uad00\ub9ac\ub97c \uc704\ud55c \uc9c0\uc5ed\u00b7\uc6a9\ub3c4\ubcc4 \ud3c9\uac00\uc9c0\ud45c \uae30\uc900\uac12 \ub3c4\ucd9c.&nbsp;<strong>\ud55c\uad6d\uac74\ucd95\uce5c\ud658\uacbd\uc124\ube44\ud559\ud68c\ub17c\ubb38\uc9d1<\/strong>, 20(1), 11-28. doi:10.22696\/jkiaebs.20260002<\/li>\n\n\n\n<li>Chu, H.-G., Kim, H.-G., &amp;&nbsp;<strong>Kim, D.-W.&nbsp;<\/strong>(2025). Causal Discovery and Validation in Summer Weather Data with a Conceptual Extension to Cooling Energy Use.&nbsp;<em>Buildings<\/em>,&nbsp;<em>15<\/em>(23), 4248. https:\/\/doi.org\/10.3390\/buildings15234248&nbsp;&nbsp;<\/li>\n\n\n\n<li>\uc720\uc601\uc11c, \ubc15\ucca0\uc218,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \uc548\uae30\uc5b8. (2025). \uad6d\ub0b4 \uc0ac\ubb34\uc18c \uac74\ubb3c\uc758 \uc900\uacf5\uc5f0\ub3c4\uc640 \ub0c9\ub09c\ubc29 \uc5d0\ub108\uc9c0 \uc0ac\uc6a9\ub7c9\uc5d0 \ub300\ud55c \uc778\uacfc\uc801 \ud574\uc11d. \ud55c\uad6d\uac74\ucd95\uce5c\ud658\uacbd\uc124\ube44\ud559\ud68c\ub17c\ubb38\uc9d1, 19(5), 262-272. doi:10.22696\/jkiaebs.20250023<\/li>\n\n\n\n<li>\uc720\uc601\uc11c, \ubc15\ucca0\uc218,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \uc548\uae30\uc5b8. (2025). \uc778\uacfc\ucd94\ub860 \uae30\ubc18 \uad6d\ub0b4 \uc544\ud30c\ud2b8 \ub2e8\uc5f4 \uac15\ud654\uc758 \ub09c\ubc29\uc5d0\ub108\uc9c0 \uc808\uac10 \ud6a8\uacfc \ubd84\uc11d. \ud55c\uad6d\uac74\ucd95\uce5c\ud658\uacbd\uc124\ube44\ud559\ud68c\ub17c\ubb38\uc9d1, 19(5), 212-222. doi:10.22696\/jkiaebs.20250019<\/li>\n\n\n\n<li>\ucd94\ud55c\uacbd, \uae40\ud61c\uae30,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>. (2025). \uc778\uacfc\uad6c\uc870 \uc2dd\ubcc4 \ubc0f \uad6c\uc870 \uc2e0\ub8b0\uc131 \uac80\uc815: \uae30\uc0c1 \ub370\uc774\ud130 \uc911\uc2ec\uc73c\ub85c. \ud55c\uad6d\uac74\ucd95\uce5c\ud658\uacbd\uc124\ube44\ud559\ud68c\ub17c\ubb38\uc9d1, 19(4), 149-159. doi:10.22696\/jkiaebs.20250013<\/li>\n\n\n\n<li>\uc548\uae30\uc5b8,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \uae40\ud61c\uae30. (2025). \ub370\uc774\ud130 \uae30\ubc18 \ub3c4\uc2dc \uac74\ubb3c \uc5d0\ub108\uc9c0 \ubaa8\ub378\ub9c1(UBEM)\uc744 \uc704\ud55c Intrinsic Degree Hour (IDH) \ubc29\ubc95. \ud55c\uad6d\uac74\ucd95\uce5c\ud658\uacbd\uc124\ube44\ud559\ud68c\ub17c\ubb38\uc9d1, 19(4), 180-190. doi:10.22696\/jkiaebs.20250016<\/li>\n\n\n\n<li>\uc548\uae30\uc5b8,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \uae40\ud61c\uae30. (2025). \uc6d4\ubcc4 \uc5d0\ub108\uc9c0\uc640 \uc2dc\uac04 \ub2e8\uc704 \uc678\uae30\uc628\ub3c4 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud55c \uac74\ubb3c \ub0c9\ub09c\ubc29 \ubd80\ud558 \ubd84\ub9ac \ubd84\uc11d. \ud55c\uad6d\uac74\ucd95\uce5c\ud658\uacbd\uc124\ube44\ud559\ud68c\ub17c\ubb38\uc9d1, 19(4), 170-179. doi:10.22696\/jkiaebs.20250015<\/li>\n\n\n\n<li>\u200bLee, D., Lim, H., Lim, J., Kim, S., Yoon, S.,&nbsp;<strong>Kim, D. W.,<\/strong>&nbsp;&amp; Shim, J. (2025). Analyzing energy signature of building retrofits using public data.&nbsp;<em>Building and Environment<\/em>, 113525.<\/li>\n\n\n\n<li>\u200bPark, J., Choi, K., Mo, C.-H., Talib, A., Park, S.,&nbsp;<strong>Kim, D.-W.<\/strong>, Joe, J., 2025. Development of Evaluation Model for Building Energy Usage: Methodology Development and Case Study on Day-Care Centers in South Korea. Sustainability 17, 8339.&nbsp;<a href=\"https:\/\/doi.org\/10.3390\/su17188339\">https:\/\/doi.org\/10.3390\/su17188339<\/a><\/li>\n\n\n\n<li>Yoo, Y.S., Shin, H.,&nbsp;<strong>Kim, D.W.<\/strong>&nbsp;and&nbsp;Park, C.S.&nbsp;(2024).&nbsp;Performance Gap Analysis for Korean Building Energy Efficiency Certification,&nbsp;<em>Energy and Buildings.<\/em>&nbsp;Volume 314, 114294<\/li>\n\n\n\n<li>Kim&nbsp;HG,&nbsp;Lee&nbsp;SE,&nbsp;<strong>Kim D-W<\/strong>, (2024).&nbsp;<strong>&nbsp;<\/strong>Impact of calendarization on change-point models,&nbsp;<em>Energy and Buildings.<\/em>&nbsp;Volume 303, 113803<\/li>\n\n\n\n<li><strong>Kim D-W<\/strong>, Ahn K-U, Shin H, Lee S-E. Simplified Weather-Related Building Energy Disaggregation and Change-Point Regression: Heating and Cooling Energy Use Perspective.&nbsp;<em>Buildings<\/em>. 2022; 12(10):1717. https:\/\/doi.org\/10.3390\/buildings12101717<\/li>\n\n\n\n<li>Ahn KU,&nbsp;<strong>Kim D-W<\/strong>, Lee S-E, Chae C-U, Cho HM. Temporal Segmentation for the Estimation and Benchmarking of Heating and Cooling Energy in Commercial Buildings in Seoul, South Korea.&nbsp;<em>Sustainability<\/em>. 2022; 14(17):11095. https:\/\/doi.org\/10.3390\/su141711095<\/li>\n\n\n\n<li><strong>\uae40\ub355\uc6b0<\/strong>, \uc624\uc138\ubbfc, \uc591\ud76c\uc5f0, \uc774\uc2b9\uc5b8. (2020). \uacf5\uacf5\uac74\ucd95\ubb3c \uc5d0\ub108\uc9c0\uc18c\ube44\ub7c9 \uad00\ub9ac\uc2dc\uc2a4\ud15c(PEIS) \uc815\ubcf4\uccb4\uacc4 \ud504\ub85c\ud1a0\ud0c0\uc785 \uac1c\ubc1c . \ub300\ud55c\uac74\ucd95\ud559\ud68c\ub17c\ubb38\uc9d1, 36(09), 109-118.<\/li>\n\n\n\n<li><strong>Kim, D.W<\/strong>., Kim, Y.M., Lee, S.E.&nbsp;(2019).&nbsp;Development of an energy benchmarking database based on cost-effective energy performance indicators: Case study on public buildings in South Korea,&nbsp;<em>Energy and Buildings<\/em>.&nbsp;Vol.191, pp.104-116<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-ast-global-color-5-color has-alpha-channel-opacity has-ast-global-color-5-background-color has-background is-style-wide\"\/>\n\n\n\n<h2><em>BE-Calen<\/em>&nbsp;:&nbsp;<em>B<\/em>uilding&nbsp;<em>E<\/em>nergy data&nbsp;<em>calen<\/em>darization<\/h2>\n\n\n\n<p><strong>Info.<\/strong><\/p>\n\n\n\n<ul>\n<li>A program that adjusts each meter&#8217;s energy usage billing period to the first day (1) and last day (28, 30, 31) of calendar months.<\/li>\n\n\n\n<li>URL:&nbsp;<a href=\"https:\/\/github.com\/brainwt\/BE-Calen\" target=\"_blank\" rel=\"noreferrer noopener\">github.com\/brainwt\/BE-Calen<\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Status&nbsp;<\/strong><\/p>\n\n\n\n<ul>\n<li>Phase 2 (2024): API features are in the works.<br>Phase 1 (2023): Prototyping completed.<\/li>\n<\/ul>\n\n\n\n<p>&nbsp;\u200b<strong>Relevant Publications&nbsp;<\/strong><\/p>\n\n\n\n<ol>\n<li>Kim, Hye Gi, Seung Eon Lee, and Deuk Woo Kim. 2024. \u201cImpact of Calendarization on Change-Point Models.\u201d Energy and Buildings 303 (January): 113803. doi:10.1016\/j.enbuild.2023.113803.<\/li>\n\n\n\n<li>\uae40\ud61c\uae30, \uae40\ub355\uc6b0, \uc774\uc2b9\uc5b8, \uae40\uc120\uc219. (2022). \uac74\ucd95\ubb3c \uc5d0\ub108\uc9c0 \uc0ac\uc6a9 \uccad\uad6c\uae30\uac04 \uc870\uc815\uc5d0 \ub530\ub978 Change Point Linear Model \ube44\uad50. \ub300\ud55c\uac74\ucd95\ud559\ud68c \ud559\uc220\ubc1c\ud45c\ub300\ud68c \ub17c\ubb38\uc9d1, 42(2), 467-468<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-ast-global-color-5-color has-alpha-channel-opacity has-ast-global-color-5-background-color has-background is-style-wide\"\/>\n\n\n\n<h1>Building Stock Energy Modeling<\/h1>\n\n\n\n<p>(Previous name:&nbsp;Urban Building Energy Modeling)<br><\/p>\n\n\n\n<p><br><strong>Info.<\/strong><\/p>\n\n\n\n<ul>\n<li>The original title was \u200bentitled &#8220;Reference Building Energy Models For South Korea&#8221; (~ 2017)<\/li>\n<\/ul>\n\n\n\n<p><strong>Status&nbsp;<\/strong><\/p>\n\n\n\n<ul>\n<li>Phase 2 (2022~2026) : Development of automated Individual building energy modeling tool based on open building footprints and building registry datasets<\/li>\n\n\n\n<li>Phase 1&nbsp;(2017~2021) : Framework design for building stock modeling&nbsp;with Bayesian calibration<\/li>\n<\/ul>\n\n\n\n<p><strong>&nbsp;\u200bRelevant Publications&nbsp;<\/strong><\/p>\n\n\n\n<ol>\n<li>Sebin Choi, Dong Hyuk Yi,&nbsp;<strong>Deuk-Woo Kim<\/strong>, Sungmin Yoon, (2025). Multi-source data fusion-driven urban building energy modeling, Sustainable Cities and Society, Volume 123, 106283, ISSN 2210-6707, https:\/\/doi.org\/10.1016\/j.scs.2025.106283.<\/li>\n\n\n\n<li>\u200bJoe J, Min S, Oh S, Jung B, Kim YM,&nbsp;<strong>Kim DW,<\/strong>&nbsp;Lee SE, Yi DH. Development of Simplified Building Energy Prediction Model to Support Policymaking in South Korea\u2014Case Study for Office Buildings.&nbsp;<em>Sustainability<\/em>. 2022; 14(10):6000. https:\/\/doi.org\/10.3390\/su14106000<\/li>\n\n\n\n<li>\uc774\ub3d9\ud601, \uace0\uc724\ub2f4, \uc720\uc601\uc11c, \uc870\ud615\uace4,&nbsp;<strong>\uae40\ub355\uc6b0<\/strong>, \ubc15\ucca0\uc218. (2020). \uc9c0\ub9ac\uc815\ubcf4\uc2dc\uc2a4\ud15c \uae30\ubc18 EnergyPlus parser \uac1c\ubc1c . \ucd94\uacc4\ud559\uc220\ubc1c\ud45c\ub300\ud68c, 81-82.\u200b<\/li>\n\n\n\n<li><strong>Deuk Woo Kim<\/strong>, Yu Min Kim, Dong-Hyuk Yi, Cheol Soo Park, Seung Eon Lee&nbsp;(2019), Modelling Of Non-Residential Building Stocks Based On End-Use Energy Consumption And Bayesian Calibration, Proceedings of the 16th IBPSA Conference (International Building Performance Simulation Association), Sep.2-4, Rome, Italy<\/li>\n\n\n\n<li>\u200b<strong>Deuk Woo Kim<\/strong>, Yu Min Kim, Sang Hoon Lee, Won Young Park, Young Jin Bok, Sung Kyun Ha, Seung Eon Lee&nbsp;(2017), Development of Reference Building Energy Models for South Korea, Proceedings of the 15th IBPSA Conference (International Building Performance Simulation Association), August 7-9, San francisco, USA<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\ud798\ub4e4\uad6c\uba3c&#8230;&nbsp; B-HILS \u200bInfo. \u200bStatus&nbsp; Relevant Publications&nbsp;\u200b Project-DataNet (Previous name: Project-Data Weaver) \u200bInfo. \u200bStatus&nbsp; News Articles&nbsp; Relevant Publications&nbsp;\u200b From Observationality to [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"normal-width-container","site-content-style":"boxed","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\ud798\ub4e4\uad6c\uba3c... 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