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 …
A digital twin framework for improving energy efficiency and occupant comfort in public and commercial buildings
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 …
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 …
consumption and occupant comfort, which have to be considered simultaneously during the …
Pareto-Optimized Thermal Control of Multi-Zone Buildings Using Limited Sensor Measurements
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 …
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 …
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 …
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 …
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 …
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 …
importance in an effort to achieve a sustainable future. Energy consumption in buildings …