Model predictive control of heating, ventilation, and air conditioning (HVAC) systems: A state-of-the-art review

S Taheri, P Hosseini, A Razban - Journal of Building Engineering, 2022 - Elsevier
Due to the fast advancement of communication and information technology, intelligent
buildings have garnered great interest. These buildings can forecast weather, ambient …

[HTML][HTML] Adaptive-predictive control strategy for HVAC systems in smart buildings–A review

M Gholamzadehmir, C Del Pero, S Buffa… - Sustainable Cities and …, 2020 - Elsevier
High share of energy consumption in buildings and subsequent increase in greenhouse gas
emissions along with stricter legislations have motivated researchers to look for sustainable …

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 brief survey on recent advances in cloud control systems

Y Xia, Y Zhang, L Dai, Y Zhan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Networked control systems (NCSs) have played a key role in Internet of Things (IoTs) to
realize the vision of a fully interactive and responsive intelligent environment. However …

[HTML][HTML] A weather forecast-based control for the improvement of PCM enhanced radiant floors

S Cesari, G Emmi, M Bottarelli - Applied thermal engineering, 2022 - Elsevier
Significant energy savings and thermal comfort improvement related to radiant floor systems
may not be achieved when underfloor heating/cooling is adopted in lightweight building …

MPC solution for optimal load shifting for buildings with ON/OFF staged packaged units: Experimental demonstration, and lessons learned

D Kim, JE Braun - Energy and Buildings, 2022 - Elsevier
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 …

Artificial intelligence (AI)-based occupant-centric heating ventilation and air conditioning (HVAC) control system for multi-zone commercial buildings

A Yayla, KS Świerczewska, M Kaya, B Karaca… - Sustainability, 2022 - mdpi.com
Buildings are responsible for almost half of the world's energy consumption, and
approximately 40% of total building energy is consumed by the heating ventilation and air …

Model predictive control as a secure service for cyber–physical systems: A cloud-edge framework

Q Sun, Y Shi - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
This article proposes a model predictive control as a secure service (MPCaaSS) framework
for cyber–physical systems (CPSs) in the presence of both cyber threats and external …

Development, implementation and performance of a model predictive controller for packaged air conditioners in small and medium-sized commercial building …

D Kim, JE Braun - Energy and Buildings, 2018 - Elsevier
Small and medium sized commercial buildings, such as retail stores, restaurants and
factories, often utilize multiple packaged air conditioners, ie roof top units (RTUs), to provide …

Enhancing building monitoring and control for district energy systems: Technology selection and installation within the living lab energy campus

P Althaus, F Redder, E Ubachukwu, M Mork… - Applied Sciences, 2022 - mdpi.com
With regard to climate change, it is imperative to reduce greenhouse gas emissions. One
solution approach is to increase energy efficiency in buildings. Buildings contribute a high …