Research Article
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10.1016/j.apenergy.2020.115413Choi, K.W., Park, J., Kim, D.W., Joe J. (2024). Development of a Regression Model for Evaluating Energy Consumption Performance of Daycare Centers Using Open Public Data. Journal of The Korean Solar Energy Society, 44(6), 35-48.
10.7836/kses.2024.44.6.035Choi, S., Yi, D.H., Kim, D.W., Yoon, S. (2025). Multi-source data fusion-driven urban building energy modeling. Sustainable Cities and Society, 123, 106283.
10.1016/j.scs.2025.106283Chung, W. (2011). Review of building energy use benchmarking methodologies. Applied Energy, 88(5), 1470-1479.
10.1016/j.apenergy.2010.11.022Hwang, J., Lee, K., Lee, D., Kim, D.W., Lim, H. (2025). Analysis of energy consumption impacts using public data-based building shape index: A case study of office buildings in Seoul. Journal of Building Engineering, 116, 114643.
10.1016/j.jobe.2025.114643Kim, D.W., Ahn, K.U., Shin, H., Lee, S.E. (2022). Simplified weather-related building energy disaggregation and change-point regression: Heating and cooling energy use perspective. Buildings, 12(10), 1717.
10.3390/buildings12101717Kim, D.W., Kim, Y.M., Lee, S.E. (2019). Development of an energy benchmarking database based on cost-effective energy performance indicators: Case study on public buildings in South Korea. Energy and Buildings. 191, 104-116.
10.1016/j.enbuild.2019.03.009Kim, H.G., Kim, S.S. (2023). Complementary methodology for energy efficiency ratio-based assessments with change-point model parameters. Buildings, 13(11), 2703.
10.3390/buildings13112703Kim, H.G., Kim, S.S. (2024). UBEM calibration method by energy consumption disaggregation using a change-point model. Journal of Building Performance Simulation, 1-28.
Kim, H.G., Lee, S.E., Kim, D.W. (2024a). Impact of calendarization on change-point models. Energy and Buildings, 303, 113803.
10.1016/j.enbuild.2023.113803Kim, H.G., Kim, S.S., Ahn, H. (2024b). Data-driven analysis of heating and cooling base temperatures for buildings: Case studies in South Korea. Energy and Buildings, 322, 114709.
10.1016/j.enbuild.2024.114709Kim, H.-J., Joo, H.-B., Kim, D.-W., Heo, Y.-S. (2024c). Examining the Influencing Factors of Base and Heating Energy Use Intensities for the Energy Benchmarking of School Buildings. Journal of Korean Institute of Architectural Sustainable Environment and Building Systems, 18(6), 491-501.
Kim, J.-H., Kim S., Park, Y.-J., Kim, D.W., Kim, E.-J. (2024d). Correlation Analysis Between Non-Energy Public Data of Residential Buildings and Annual Energy Consumption by Usage. Korea Journal of Air-Conditioning and Refrigeration Engineering, 36(12), 606-618.
10.6110/KJACR.2024.36.12.606Lee, D., Lim, H., Lim, J., Kim, S., Yoon, S., Kim, D.W., Shim, J. (2025). Analyzing energy signature of building retrofits using public data. Building and Environment, 285, 113525.
10.1016/j.buildenv.2025.113525Li, T., Bie, H., Lu, Y., Omidfar Sawyer, A., Loftness, V. (2024). MEBA: AI-powered precise building monthly energy benchmarking approach. Applied Energy, 359(122716).
10.1016/j.apenergy.2024.122716Nzarigema, J. d’Amour, Ngarambe, J., Cho, J.-H., Yoon, K.-Y. (2022). Quantile Regression Modelling with LightGBM for Building Energy Benchmarking. Journal of KIAEBS, 16(5), 359-373.
Shim, J., Park, S., Park, S., Song, D. (2024). Energy signature approach for retrofit prioritization: A proposal for building identification methodology. Sustainable Cities and Society, 115, 105844.
10.1016/j.scs.2024.105844Kissock, J.K., Haberl, J.S., Claridge, D.E. (2002). Development of a toolkit for calculating linear, change-point linear and multiple-linear inverse building energy analysis models. ASHRAE Research Project 1050-RP Final Report.
Kim, D.W. (2023). MATLAB version of the ASHRAE Inverse Modeling Toolkit. Available at: https://github.com/brainwt/BE-sig [Accessed on 09/02/2026].
- Publisher :Korean Institute of Architectural Sustainable Environment and Building Systems
- Publisher(Ko) :한국건축친환경설비학회
- Journal Title :Journal of Korean Institute of Architectural Sustainable Environment and Building Systems
- Journal Title(Ko) :한국건축친환경설비학회논문집
- Volume : 20
- No :1
- Pages :11-28
- Received Date : 2025-12-04
- Revised Date : 2025-12-30
- Accepted Date : 2026-01-01
- DOI :https://doi.org/10.22696/jkiaebs.20260002


Journal of Korean Institute of Architectural Sustainable Environment and Building Systems







