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Moon Keun Kim

Moon Keun Kim

Job title
  • Professor
Visiting address
  • Pilestredet 35, 0166 Oslo
Phone
  • Mobile: +47 461 27 535
  • Office: +47 672 36 557
E-mail
  • moon.kim@oslomet.no
Affiliation

Research groups

Research projects

Ongoing research projects

  • European Consortium for Advanced Heat Pump Research

    The purpose is to identify areas of research, establish parameters, and perform and report on research related to the application of advanced heat pump technology.

  • LG R&D Heat Pump

    Air source heat pump systems, both air-to-air and air-to-water, utilized for heating buildings in Nordic countries characterized by cold and humid climates, and for heating and cooling systems adapted to other European climates.

Publications and research

Scientific publications

Fremmerlid, Yngve Øye; Kim, Moon Keun (2026). Forecasting Electricity Consumption Using Artificial Neural Networks (ANNs): The Impact of Weather Conditions. Zilio, Claudio; Busato, Filippo; Mazzarella, Livio; Noro, Marco (Ed.). Proceedings of the 15th REHVA HVAC World Congress - CLIMA 2025 Volume 1. p. 446-458. Springer.
https://doi.org/10.1007/978-3-032-10546-2_42

Kim, Moon Keun ; Cremers, Bart; Liu, Jiying (2025). Analysing the Impact of Data Normalization on Levenberg-Marquardt Backpropagation (LMBP) Neural Network Predictions for Indoor Air Quality. E3S Web of Conferences. Vol. 672.
https://doi.org/10.1051/e3sconf/202567207008

Lee, Jae-Hee ; Schild, Peter G. ; Kim, Moon Keun ; CHIN, SIMWON; Kim, Donghan; Yang, Dongkeun; Seo, Beomsoo; Eikevik, Trygve Magne (2025). Performance Analysis of Air-to- Water Heat Pump Systems Using R290 Refrigerant Adapted to Nordic Climates. REHVA European HVAC Journal. Vol. 62.
https://doi.org/https://www.rehva.eu/rehva-journal

Lee, Jae-Hee ; Kim, Moon Keun ; Schild, Peter G. ; Chin, Simwon; Yang, Dongkeun; Moon, Dongsoo (2025). Evaluating the Economic and Environmental Benefits of Air-toAir Heat Pump Systems in Nordic Climates. REHVA European HVAC Journal. Vol. 62.
https://doi.org/https://www.rehva.eu/rehva-journal

Chen, Guanzhong; Lu, Shengze; Zhou, Shiyu; Tian, Zhe; Kim, Moon Keun ; Liu, Jiying; Liu, Xingfeng (2025). A Systematic Review of Building Energy Consumption Prediction: From Perspectives of Load Classification, Data-Driven Frameworks, and Future Directions. Applied Sciences. Vol. 15.
https://doi.org/10.3390/app15063086

Mao, Yudong; Li, Xinwei; Liu, Jiying; Yu, Mingzhi; Kim, Moon Keun ; Yang, Kaimin (2025). Multi-objective optimization of integrated energy systems in natural gas industrial zones: Enhancing performance through variable hydrogen blending ratios. Applied Thermal Engineering. Vol. 268.
https://doi.org/10.1016/j.applthermaleng.2025.1259

Zhang, Chao; Ma, Xinbin; Li, Mengxi; Qiu, Yubin; Kim, Moon Keun ; Liu, Jiying (2025). Numerical Analysis of Transient Burn Injury Grading Through Coupled Heat Transfer and Damage Integral Modeling. Thermo. Vol. 5.
https://doi.org/10.3390/thermo5010004

Kim, Moon Keun ; Kim, Yang Seon; Fu, Nuodi; Liu, Jiying; Wang, Junqi; Lee, Sanghyuk; Srebric, Jelena (2025). Advanced techniques for electricity consumption prediction in buildings using comparative correlation analysis, data normalization, and Long Short-Term Memory (LSTM) networks: A case study of a U.S. commercial building. Energy Reports. Vol. 14.
https://doi.org/10.1016/j.egyr.2025.05.074

Kim, Yang Seon; Kim, Moon Keun ; Fu, Nuodi; Liu, Jiying; Wang, Junqi; Srebric, Jelena (2025). Investigating the impact of data normalization methods on predicting electricity consumption in a building using different artificial neural network models. Sustainable Cities and Society (SCS). Vol. 118.
https://doi.org/10.1016/j.scs.2024.105570

Lu, Shengze; Zhou, Shiyu; Ding, Yan; Kim, Moon Keun ; Yang, Bin; Tian, Zhe; Liu, Jiying (2025). Exploring the comprehensive integration of artificial intelligence in optimizing HVAC system operations: A review and future outlook. Results in Engineering (RINENG). Vol. 25.
https://doi.org/10.1016/j.rineng.2024.103765



See all publications


These publications are obtained from Norwegian Research Information Repository. The list may be incomplete.

Textbooks

Kim, Moon Keun (2022). Handbook of Ventilation Technology for the Built Environment Design, control and testing, Chapter 8, Ventilation system and heating and cooling. ISBN: 9781839531477. 514 p. The Institution of Engineering and Technology.
https://hdl.handle.net/11250/4892970



These publications are obtained from Norwegian Research Information Repository. The list may be incomplete.

Dissemination

Chung, Woong June; Kim, Moon Keun ; Lim, Jaehan (2024). International cooperation for the overseas market entry of domestic BESS convergence technology. The magazine of Korean Solar Energy Society. Vol. 22.
https://hdl.handle.net/11250/3731624

Kim, Moon Keun (2023). Energy Prediction and Correlation Analysis of a Campus building Using Artificial Neural Networks. International Conference on Information, System and Convergence Applications 2023. New Uzbekistan University.
https://hdl.handle.net/11250/4161768

Kim, Moon Keun (2023). A systematic review of a decentralized ventilation system compared with conventional centralized ventilation systems adapting Nordic climates. Europe-Korea Conference on Science and technology (EKC). Europe-Korea Conference on Science and technology (EKC).
https://hdl.handle.net/11250/4935313

Kim, Moon Keun (2023). Research trends about the indoor environment in Norway. International Symposium 2023 on The Present and Future of Indoor Air Quality. KICT and KOSIE.
https://hdl.handle.net/11250/4610054

Kim, Moon Keun (2022). A Novel Air Revitalization Strategies for Saving Energy and Coping with Climate Change and Global warming in Buildings. Europe-Korea Conference on Science and technology (EKC). Europe-Korea Conference on Science and technology (EKC).
https://hdl.handle.net/11250/4302762



These publications are obtained from Norwegian Research Information Repository. The list may be incomplete.
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