All you need to know about model predictive control for buildings
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 …
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
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 …
the increasing penetration of variable renewable energy sources. As significant end-use …
On heat pumps in smart grids: A review
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 …
and control approaches that have emerged in academic literature. Based on a review of …
Stochastic linear model predictive control with chance constraints–a review
In the past ten years many Stochastic Model Predictive Control (SMPC) algorithms have
been developed for systems subject to stochastic disturbances and model uncertainties …
been developed for systems subject to stochastic disturbances and model uncertainties …
Occupancy behavior based model predictive control for building indoor climate—A critical review
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 …
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 …
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
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 …
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 …
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
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 …
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
Scalability of control algorithms used for savings energy in commercial building Heating,
Ventilation and Air-Conditioning (HVAC) system and their implementation on low cost …
Ventilation and Air-Conditioning (HVAC) system and their implementation on low cost …