Development and application of linear ventilation and temperature models for indoor environmental prediction and HVAC systems control
C Ren, SJ Cao - Sustainable Cities and Society, 2019 - Elsevier
It has been of great importance to develop better control techniques for heating, ventilation
and air conditioning (HVAC) systems to provide occupancy driven energy and comfort …
and air conditioning (HVAC) systems to provide occupancy driven energy and comfort …
Fast prediction for multi-parameters (concentration, temperature and humidity) of indoor environment towards the online control of HVAC system
HC Zhu, C Ren, SJ Cao - Building Simulation, 2021 - Springer
Heating, ventilation and air conditioning (HVAC) systems are the most energy-consuming
building implements for the improvement of indoor environmental quality (IEQ). We have …
building implements for the improvement of indoor environmental quality (IEQ). We have …
Implementation and visualization of artificial intelligent ventilation control system using fast prediction models and limited monitoring data
C Ren, SJ Cao - Sustainable Cities and Society, 2020 - Elsevier
Coupling modelling and monitoring has always been a very challenging task aiming for
indoor air pollution control towards the construction of safe, healthy and energy-efficient …
indoor air pollution control towards the construction of safe, healthy and energy-efficient …
Energy savings by smart utilization of mechanical and natural ventilation for hybrid residential building model in passive climate
RZ Homod, KSM Sahari - Energy and Buildings, 2013 - Elsevier
This paper focuses on the efficiency of controlling building internal temperature and relative
humidity by ventilation and infiltration flow rate. Building model is inevitable to study the …
humidity by ventilation and infiltration flow rate. Building model is inevitable to study the …
Ventilation control strategy using low-dimensional linear ventilation models and artificial neural network
SJ Cao, C Ren - Building and Environment, 2018 - Elsevier
Abstract Directly using CFD (Computational Fluid Dynamics) for ventilation prediction and
control is time-consuming and data-storage-expensive. Construction of linear system is of …
control is time-consuming and data-storage-expensive. Construction of linear system is of …
[HTML][HTML] Deep learning and computer vision based occupancy CO2 level prediction for demand-controlled ventilation (DCV)
The present study investigated the potential of the application of a live occupancy detection
approach to assist the operations of demand-controlled ventilation (DCV) systems to ensure …
approach to assist the operations of demand-controlled ventilation (DCV) systems to ensure …
Occupant-centered real-time control of indoor temperature using deep learning algorithms
This study aims to propose Real-COMFORT-a novel occupant-centered real-time indoor
temperature control system using deep learning algorithms to simultaneously optimize the …
temperature control system using deep learning algorithms to simultaneously optimize the …
Predictive control of indoor environment using occupant number detected by video data and CO2 concentration
F Wang, Q Feng, Z Chen, Q Zhao, Z Cheng, J Zou… - Energy and …, 2017 - Elsevier
The application of big data technology in the field of indoor environment can be expected to
achieve creative control. A feasible application is the data fusion of temperature, humidity …
achieve creative control. A feasible application is the data fusion of temperature, humidity …
An occupant-centric control strategy for indoor thermal comfort, air quality and energy management
Abstract Recently, Occupant-Centric Control (OCC) strategies have gained mounting
interest. Previous studies made use of OCC strategies for adjusting the operation of …
interest. Previous studies made use of OCC strategies for adjusting the operation of …
State-of-the-art, challenges and new perspectives of thermal comfort demand law for on-demand intelligent control of heating, ventilation, and air conditioning systems
The indoor thermal environment in buildings, industry, and other fields greatly affects human
thermal comfort, productivity, energy consumption, and even health. The heating, ventilation …
thermal comfort, productivity, energy consumption, and even health. The heating, ventilation …