All you need to know about model predictive control for buildings

J Drgoňa, J Arroyo, IC Figueroa, D Blum… - Annual Reviews in …, 2020 - Elsevier
It has been proven that advanced building control, like model predictive control (MPC), can
notably reduce the energy use and mitigate greenhouse gas emissions. However, despite …

[HTML][HTML] Data-driven predictive control for unlocking building energy flexibility: A review

A Kathirgamanathan, M De Rosa, E Mangina… - … and Sustainable Energy …, 2021 - Elsevier
Managing supply and demand in the electricity grid is becoming more challenging due to
the increasing penetration of variable renewable energy sources. As significant end-use …

On heat pumps in smart grids: A review

D Fischer, H Madani - Renewable and Sustainable Energy Reviews, 2017 - Elsevier
This paper investigates heat pump systems in smart grids, focussing on fields of application
and control approaches that have emerged in academic literature. Based on a review of …

Stochastic linear model predictive control with chance constraints–a review

M Farina, L Giulioni, R Scattolini - Journal of Process Control, 2016 - Elsevier
In the past ten years many Stochastic Model Predictive Control (SMPC) algorithms have
been developed for systems subject to stochastic disturbances and model uncertainties …

Occupancy behavior based model predictive control for building indoor climate—A critical review

A Mirakhorli, B Dong - Energy and Buildings, 2016 - Elsevier
This paper reviews occupancy based model predictive control (MPC) for building indoor
climate control. Occupancy behavior in buildings is stochastic and complex in nature. With …

A review of occupant-centric building control strategies to reduce building energy use

S Naylor, M Gillott, T Lau - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Abstract Building Energy Management is identified as a key part of the move towards
localised energy generation and control. The significant discrepancy between building …

Predictive control strategies based on weather forecast in buildings with energy storage system: A review of the state-of-the art

H Thieblemont, F Haghighat, R Ooka, A Moreau - Energy and Buildings, 2017 - Elsevier
Energy storage systems play a crucial role in decreasing building energy consumption
during peak periods and expanding the use of renewable energies in buildings and …

Flexible spacing adaptive cruise control using stochastic model predictive control

D Moser, R Schmied, H Waschl… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper proposes a stochastic model predictive control (MPC) approach to optimize the
fuel consumption in a vehicle following context. The practical solution of that problem …

[HTML][HTML] Predictive energy management of residential buildings while self-reporting flexibility envelope

J Gasser, H Cai, S Karagiannopoulos, P Heer, G Hug - Applied Energy, 2021 - Elsevier
In recent years, renewable energy resources have been increasingly embedded in the
distribution grids, raising new issues such as reverse power flows, and challenging the …

An internet of things upgrade for smart and scalable heating, ventilation and air-conditioning control in commercial buildings

E Png, S Srinivasan, K Bekiroglu, J Chaoyang, R Su… - Applied Energy, 2019 - Elsevier
Scalability of control algorithms used for savings energy in commercial building Heating,
Ventilation and Air-Conditioning (HVAC) system and their implementation on low cost …