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 …

A digital twin framework for improving energy efficiency and occupant comfort in public and commercial buildings

A Clausen, K Arendt, A Johansen, FC Sangogboye… - Energy …, 2021 - Springer
Abstract Model Predictive Control (MPC) can be used in the context of building automation
to improve energy efficiency and occupant comfort. Ideally, the MPC algorithm should …

Energy and temperature management in buildings through Multi-Objective Model Predictive Control on a chip

UK Ramesh, S Avraamidou, HS Ganesh - Computers & Chemical …, 2025 - Elsevier
Climate control in buildings involves multiple conflicting objectives, such as energy
consumption and occupant comfort, which have to be considered simultaneously during the …

Pareto-Optimized Thermal Control of Multi-Zone Buildings Using Limited Sensor Measurements

DH Green, Y Lin, A Botterud, J Gregory… - … on Smart Grid, 2024 - ieeexplore.ieee.org
This paper presents a control-oriented building thermal model and optimization framework.
Space heating is used as an illustrative example of a flexible building load, with temperature …

Implementation and demonstration of an automated energy modeling framework for scalable and adaptable building digital twins based on the SAREF ontology

J Bjørnskov, M Jradi - Building Simulation 2023, 2023 - publications.ibpsa.org
The building sector is currently seeing rapid digitalization through IoT sensor and smart
meter networks as well as the development of more advanced building operation algorithms …

Large-scale field demonstration of an interoperable and ontology-based energy modeling framework for building digital twins

J Bjørnskov, A Thomsen, M Jradi - Available at SSRN 4937864, 2024 - papers.ssrn.com
Digital twins have emerged as a promising concept for improving building energy efficiency,
but their implementation faces challenges in interoperability and adaptability. This paper …

Towards a Resilient Built Environment: Energy Positivity Through Energy Flexibility and Generation

E Delice - 2024 - search.proquest.com
The threatening impacts of climate change increase on a daily basis, pushing each sector to
go under significant changes. Architecture is integral to this issue since the built environment …

Optimal control of building energy systems with multiple energy sources using predictive model based control and reinforcement learning

C Huang, X Jia, S Seidel, F Paschke… - 2021 26th IEEE …, 2021 - ieeexplore.ieee.org
In this paper the control of building energy systems with multiple energy sources and
storages are analysed. The goal is to efficiently coordinate the energy production and …

[PDF][PDF] Design and control of mixed-mode cooling and ventilation in low-energy residential buildings in India

C Angelopoulos - 2019 - repository.lboro.ac.uk
Energy security, climate change and economic growth are matters of critical international
importance in an effort to achieve a sustainable future. Energy consumption in buildings …