Moon Keun Kim

Vitenskapelige publikasjoner

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

Kim, Moon Keun ; Cremers, Bart; Fu, Nuodi; Liu, Jiying (2024). Predictive and correlational analysis of heating energy consumption in four residential apartments with sensitivity analysis using long Short-Term memory and Generalized regression neural network models. Sustainable Energy Technologies and Assessments. Vol. 71.
https://doi.org/10.1016/j.seta.2024.103976

Cui, Mengying; Ning, Baisong; Wu, Xiaozhou; Kim, Moon Keun ; Yang, Bin; Tian, Zhe; Liu, Jiying (2024). The development of radiant floor cooling system (RFCS): System type, control strategy, and application. Results in Engineering (RINENG). Vol. 23.
https://doi.org/10.1016/j.rineng.2024.102544

Mao, Yudong; Liu, Shouyu; Liu, Jiying; Yu, Mingzhi; Li, Xinwei; Kim, Moon Keun ; Yang, Kaimin (2024). Phonon Transport Characteristics of Nano-Silicon Thin Films Irradiated by Ultrafast Laser under Dispersion Relation. Buildings. Vol. 14.
https://doi.org/10.3390/buildings14010210

Kim, Moon Keun ; Liu, Jiying; Baldini, Luca (2024). Numerical analysis, design and application of a decentralized ventilation system with a heat recovery unit adapting to Nordic climates: A case study in Norway. Energy Reports. Vol. 11.
https://doi.org/10.1016/j.egyr.2023.11.050