articleTop 1% cited
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
Energy and Buildings · 2017 · Vol. 141 · pp. 96–113
Abdul Afram✉(Toronto Metropolitan University)Farrokh Janabi‐Sharifi(Toronto Metropolitan University)Alan S. Fung(Toronto Metropolitan University)Kaamran Raahemifar(Toronto Metropolitan University)
Building Energy and Comfort OptimizationAdvanced Control Systems OptimizationHVACArtificial neural networkModel predictive controlMATLABEngineeringSet (abstract data type)Computer scienceControl engineeringControl theory (sociology)Control (management)
Citations
638
FWCI
49.27
field-weighted impact
References
69
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Cited by
Review on model predictive control: an engineering perspective
The International Journal of Advanced Manufacturing Technology · 2021 · 958 citations
References
Theory and applications of HVAC control systems – A review of model predictive control (MPC)
Building and Environment · 2013 · 1,200 citations
Review of modeling methods for HVAC systems
Applied Thermal Engineering · 2014 · 451 citations
Multi-objective optimization for building retrofit: A model using genetic algorithm and artificial neural network and an application
Energy and Buildings · 2014 · 499 citations
Thermal Environmental Conditions for Human Occupancy
Medical Entomology and Zoology · 1992 · 6,141 citations
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