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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 …
notably reduce the energy use and mitigate greenhouse gas emissions. However, despite …
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 …
Cooperative energy management of a community of smart-buildings: A Blockchain approach
O Van Cutsem, DH Dac, P Boudou, M Kayal - International Journal of …, 2020 - Elsevier
Demand Response (DR) is progressively moving from a centralized, unidirectional structure
to a set of advanced decentralized mechanisms that better balance distributed supply and …
to a set of advanced decentralized mechanisms that better balance distributed supply and …
Reinforcement learning applied to an electric water heater: From theory to practice
F Ruelens, BJ Claessens, S Quaiyum… - … on Smart Grid, 2016 - ieeexplore.ieee.org
Electric water heaters have the ability to store energy in their water buffer without impacting
the comfort of the end user. This feature makes them a prime candidate for residential …
the comfort of the end user. This feature makes them a prime candidate for residential …
[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 …
distribution grids, raising new issues such as reverse power flows, and challenging the …
An optimization-based approach to scheduling residential battery storage with solar PV: Assessing customer benefit
EL Ratnam, SR Weller, CM Kellett - Renewable Energy, 2015 - Elsevier
Several studies have suggested that battery storage co-located with solar photovoltaics (PV)
benefits electricity distributors in maintaining system voltages within acceptable limits …
benefits electricity distributors in maintaining system voltages within acceptable limits …
An optimal home energy management system for modulating heat pumps and photovoltaic systems
L Langer, T Volling - Applied Energy, 2020 - Elsevier
Efficient residential sector coupling plays a key role in supporting the energy transition. In
this study, we analyze the structural properties associated with the optimal control of a home …
this study, we analyze the structural properties associated with the optimal control of a home …
Comparison of control approaches for variable speed air source heat pumps considering time variable electricity prices and PV
The influence of different control strategies and boundary conditions on heat pump system
performance are investigated in this study and the trade-off between complexity and …
performance are investigated in this study and the trade-off between complexity and …
MPC solution for optimal load shifting for buildings with ON/OFF staged packaged units: Experimental demonstration, and lessons learned
Small and medium-sized commercial buildings (SMCB) are significant demand response
resources, and it is important to develop grid-responsive control algorithms that exploit those …
resources, and it is important to develop grid-responsive control algorithms that exploit those …
Adaptive model predictive control of a heat pump-assisted solar water heating system
Full electrification of building energy systems makes that the electricity-driven heat pump
and solar heat become the most promising heating sources for hot water production in the …
and solar heat become the most promising heating sources for hot water production in the …