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Portfolio Details

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Project information

  • Category: Academia
  • Client: Nanyang Technological University - Lecture Theatre
  • Location: 50 Nanyang Drive Singapore
  • Area implemented with our solution: Entire lecture theatre space, 255 m2
  • Systems controlled and optimized: Air-handling unit (AHU) and Dedicated outdoor air unit (DOAS)
  • Performance improvement:
    1. Up to 36.7% reduction of cooling energy usage
    2. 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
  • Title: Experimental study of model predictive control for an air-conditioning system with dedicated outdoor air system
  • Year: 2019
  • Link: DOI Link