Essays about: "Indoor CO2 prediction"

Found 2 essays containing the words Indoor CO2 prediction.

1. 1. Predicting Indoor Carbon Dioxide Concentration using Online Machine Learning : Adaptive ventilation control for exhibition halls

   University essay from Jönköping University/Tekniska Högskolan

   Author : Filip Carlsson; Edvin Egerhag; [2022]
   Keywords : CO2 Prediction; CO2 Concentration; Exhibition Halls; Online Machine Learning; Machine Learning; Streaming Data;

   Abstract : A problem that exhibition halls have is the balance between having good indoor air quality andminimizing energy waste due to the naturally slow decrease of CO2 concentration, which causes Heat-ing, Ventilation and Air-Conditioning systems to keep ventilating empty halls when occupants have leftthe vicinity. Several studies have been made on the topic of CO2 prediction and occupancy predictionbased on CO2 for smaller spaces such as offices and schools. READ MORE

3. 2. A Study of Smart Ventilation System to Balance Indoor Air Quality and Energy Consumption : A case study on Dalarnas Villa

   University essay from Högskolan Dalarna/Mikrodataanalys

   Author : Yurong Zhu; [2020]
   Keywords : Smart ventilation; Demand-controlled ventilation; Fan energy use; Indoor air quality; Residents living patterns; Indoor CO2 prediction; Ventilation modes; Clustering analysis; Correlation analysis; Regression analysis; Sensor data;

   Abstract : It is a dilemma problem to achieve both these two goals: a) to maintain a best indoor air quality and b) to use a most efficient energy for a house at the same time. One of the outstanding components involving these goals is a smart ventilation system in the house. READ MORE