Ventilation control strategy using low-dimensional linear ventilation models and artificial neural network
Sign Up to like & getrecommendations! Published in 2018 at "Building and Environment"
DOI: 10.1016/j.buildenv.2018.08.032
Abstract: 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 great importance for ventilation online control. Following with previous construction of linear ventilation… read more here.
Keywords: linear ventilation; ventilation control; control; ventilation ... See more keywords
Gain scheduling based ventilation control with varying periodic indoor air quality (IAQ) dynamics for healthy IAQ and energy savings
Sign Up to like & getrecommendations! Published in 2017 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2017.08.021
Abstract: Abstract The subway is a popular mode of transportation during the morning and evening rush hours. At these times, an underground subway station generates a high concentration of air pollutants and affects the dynamics of… read more here.
Keywords: ventilation control; ventilation; air quality; gain scheduling ... See more keywords
Ventilation control of road tunnels towards disturbance suppression
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-52816-8
Abstract: In recent years, research on ventilating tunnels has become increasingly important. However, the impact of external disturbances on ventilating systems has been largely ignored. To address this issue of frequent airflow fluctuations caused by external… read more here.
Keywords: control road; control; ventilation control; disturbance ... See more keywords
Application of adaptive GA-BPNN based on weibull distribution for autonomous greenhouse ventilation
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-27333-x
Abstract: The agricultural sector confronts escalating challenges, including population growth, climate change, and constrained land resources. Addressing these issues requires agricultural methods to evolve into more intelligent, sustainable, and efficient practices in order to satisfy the… read more here.
Keywords: greenhouse; ventilation control; propagation neural; bpnn ... See more keywords
On the Feasibility of Automated Mechanical Ventilation Control Through EIT
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Biomedical Engineering"
DOI: 10.1109/tbme.2018.2798812
Abstract: Objective: This paper aims to demonstrate the feasibility of coupling electrical impedance tomography (EIT) with models of lung function in order to recover parameters and inform mechanical ventilation control. Methods: A compartmental ordinary differential equation… read more here.
Keywords: ventilation control; control; ventilation; ventilation distributions ... See more keywords
Optimizing Hybrid Ventilation Control Strategies Toward Zero-Cooling Energy Building
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Built Environment"
DOI: 10.3389/fbuil.2019.00097
Abstract: Optimal ventilation strategies are fundamental to achieve net/nearly-zero energy buildings. In this study, three hybrid ventilation control strategies are proposed to minimize the cooling need in an open-plan office building, located in the center of… read more here.
Keywords: energy; ventilation control; ventilation; hybrid ventilation ... See more keywords
Occupancy-Based Predictive AI-Driven Ventilation Control for Energy Savings in Office Buildings
Sign Up to like & getrecommendations! Published in 2025 at "Sustainability"
DOI: 10.3390/su17094140
Abstract: Despite stricter global energy codes, performance standards, and advanced renewable technologies, the building sector must accelerate its transition to zero carbon emissions. Many studies show that new buildings, especially non-residential ones, often fail to meet… read more here.
Keywords: energy; control; ventilation control; energy savings ... See more keywords