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Project information
- Category: Academia
- Client: Nanyang Technological University - Research Techno Plaza
- Location: 50 Nanyang Drive Singapore
- Area implemented with our solution: An office space, 46 m2
- Systems controlled and optimized: Variable air volume (VAV)
- Performance improvement:
- Up to 58.5% reduction of cooling energy usage
- Improved thermal comfort
- Title: Experiment study of machine-learning-based approximate model predictive control for energy-efficient building control
- Year: 2021
- Link: DOI Link
- Title: Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization
- Year: 2020
- Link: DOI Link
