Evaluation of deploying data-driven predictive controls in buildings on a large scale for greenhouse gas emission reduction

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Artificial neural network (ANN) based model predictive control (MPC) and optimization of HVAC systems: A state of the art review and case study of a residential HVAC system

Abdul Afram, Farrokh Janabi‐Sharifi, Alan S. Fung et al. · Energy and Buildings · 2017 · 646 citations

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Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities

Gianluca Serale, Massimo Fiorentini, Alfonso Capozzoli et al. · Energies · 2018 · 608 citations · Full text

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Sustainable energy systems: Role of optimization modeling techniques in power generation and supply—A review

Aqeel Ahmed Bazmi, Gholamreza Zahedi · Renewable and Sustainable Energy Reviews · 2011 · 463 citations

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Neural networks based predictive control for thermal comfort and energy savings in public buildings

Pedro Ferreira, A.E. Ruano, Silvia Cristina Santos da Silva et al. · Energy and Buildings · 2012 · 441 citations · Full text

Architecture, Architectural Engineering, Building Science +17