Forskningsgrupper
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
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
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
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
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
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.
9 s.
Energy Reports.
Vol. 14.
https://doi.org/10.1016/j.egyr.2025.05.074
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.
13 s.
Energy Reports.
Vol. 11.
https://doi.org/10.1016/j.egyr.2023.11.050
Li, Kaiyue; Ran, Jingyu;
Kim, Moon Keun
; Tian, Zhe; Liu, Jiying
(2024).
Optimizing long-term park-level integrated energy system through multi-stage planning: A study incorporating the ladder-type carbon trading mechanism.
16 s.
Results in Engineering (RINENG).
Vol. 22.
https://doi.org/10.1016/j.rineng.2024.102107
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.
23 s.
Results in Engineering (RINENG).
Vol. 23.
https://doi.org/10.1016/j.rineng.2024.102544