Implementation and visualization of artificial intelligent ventilation control system using fast prediction models and limited monitoring data
Abstract
Coupling modelling and monitoring aiming for indoor air pollution prediction and online control. Establishment of faster-than-real-time prediction model for dynamic ventilation online control system. Visualization of the ventilation control effect displayed. Providing a significant guidance for the development and application of intelligent ventilation online control system.
- Publication:
-
Sustainable Cities and Society
- Pub Date:
- January 2020
- DOI:
- 10.1016/j.scs.2019.101860
- Bibcode:
- 2020SusCS..5201860R
- Keywords:
-
- Intelligent ventilation control;
- Indoor air quality (IAQ);
- Energy efficiency;
- Visualization;
- Artificial neural network (ANN);
- Low-dimensional linear ventilation model (LLVM)