A model predictive control for a multi-chiller system in data center considering whole system energy conservation

Recalibrating global data center energy-use estimates

Eric Masanet, Arman Shehabi, Nuoa Lei et al. · Science · 2020 · 1.3K citations

Management, Cloud Computing, Cloud Performance Optimization +13

Building thermal load prediction through shallow machine learning and deep learning

Zhe Wang, Tianzhen Hong, Mary Ann Piette · Applied Energy · 2020 · 474 citations · Full text

Engineering, Building Science, Computer Science +15

State of the art review on model predictive control (MPC) in Heating Ventilation and Air-conditioning (HVAC) field

Ye Yao, Divyanshu Kumar Shekhar · Building and Environment · 2021 · 414 citations

Architecture, Building Science, Mechanical Engineering +14

Grey relational analysis, principal component analysis and forecasting of carbon emissions based on long short-term memory in China

Yuansheng Huang, Lei Shen, Hui Liu · Journal of Cleaner Production · 2018 · 359 citations

Computing, Environmental Engineering, Environmental Sciences +14

Data-driven model predictive control using random forests for building energy optimization and climate control

Francesco Smarra, Achin Jain, Tullio de Rubeis et al. · Applied Energy · 2018 · 335 citations · Full text

Architecture, Building Science, Building Performance Simulation +15