Model predictive control of short-term winter natural ventilation in a smart building using machine learning algorithms
Natural ventilation in buildings has the potential to reduce building energy consumption and
the incidence of sick building syndrome. However, controlling natural ventilation is often …
the incidence of sick building syndrome. However, controlling natural ventilation is often …
Simulation-based Control of Natural Ventilation with Operable Windows: Transformation from Predictive Control into Reinforcement Learning Control
W Zhang, A Malkawi - 2022 - dash.harvard.edu
Natural ventilation is a promising passive technology to improve building energy
performance and indoor air quality. However, the control of natural ventilation is a challenge …
performance and indoor air quality. However, the control of natural ventilation is a challenge …
Model Predictive Control of Single-Sided Natural Ventilation in a Smart Building Using Machine Learning Algorithms
W Wu, LK Norford, N Li, A Malkawi - 2018 - papers.ssrn.com
Natural ventilation in buildings can potentially reduce building energy consumption and sick
building syndrome. However, the control of natural ventilation is often challenging. For …
building syndrome. However, the control of natural ventilation is often challenging. For …