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Abu Talib
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Grey-box and ANN-based building models for multistep-ahead prediction of indoor temperature to implement model predictive control
A Talib, S Park, P Im, J Joe
Engineering Applications of Artificial Intelligence 126, 107115, 2023
142023
Analyzing the overrated performance of model-based predictive control and energy saving strategies in building energy management: A Review
A Talib, J Joe
Journal of Building Engineering, 111909, 2025
2025
Model-Based Predictive Control Strategy for Energy Saving in Datacenters
A Talib, K Choi, J Joe
한국태양에너지학회 학술대회논문집, 91-91, 2024
2024
Performance Analysis of Machine Learning-based Control-oriented Building Models to Implement Model Predictive Control
A Talib, J Joe
한국태양에너지학회 학술대회논문집, 72-72, 2024
2024
Investigation of Energy Consumption of Office Spaces with Active Workstations
J Park, K Choi, A Talib, J Joe
Energies 17 (3), 660, 2024
2024
Active Workstation 을 적용한 사무공간의 에너지 소비 조사
박진형, 최광원, 조재완
한국생태환경건축학회 학술발표대회 논문집 23 (2), 116-117, 2023
2023
A Critical Review for Model-based Predictive Control: Analyzing the Potential of Energy Saving in Buildings
T Abu, J Joe
한국태양에너지학회 학술대회논문집, 74-74, 2023
2023
Machine learning approach for model-based predictive control with quantification of pre-defined set-point trajectories.
A Talib, K Choi, J Park, J Joe
대한설비공학회 학술발표대회논문집, 678-681, 2023
2023
Machine learning approach for model based predictive control with quantification of set point trajectories
Abu Talib, Kwangwon Choi, Jinhyeong Park, Jaewan Joe
The society of Air-conditioning and Refrigerating Engineers of Korea, 678-681, 2023
2023
Machine Learning based Heating and Cooling Operation for Model-based Predictive Control of Commercial Buildings
A Talib, J Joe
한국태양에너지학회 학술대회논문집, 87-87, 2023
2023
Simulation case study of stack pressure impact on thermal load in high-rise buildings
J Joe, K Choi, S Park, J Park, A Talib
E3S Web of Conferences 396, 02041, 2023
2023
Grey box and artificial intelligence based approach for model predictive control in commercial buildings
Abu Talib, Semi Park, Jaewan Joe
한국건축친환경설비학회, 79-80, 2022
2022
Comparison of grey box and black box model for building thermal simulation of indoor environment: A case study
Abu Talib, Semi Park, Jaewan Joe
Proceedings of 12th international symposium on Heating, Ventilation and Air …, 2021
2021
Load Shift-Based Cost-Saving Potential of Data Centers Via Predictive Control Strategies
A Talib, K Choi, J Joe
Available at SSRN 5068797, 0
A Feasibility Study of Machine Learning-Based Model Predictive Control for Commercial Buildings in Cooling Season
A Talib, S Park, P Im, J Joe
Available at SSRN 4541341, 0
모델기반 예측 제어를 위한 grey-box 와 가우시안 프로세스기반의 건물 모델링
A Talib, J Joe
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