Research has been focused on developing methodologies that help small- and medium-sized manufacturing and commercial companies (SMMCC) improve energy efficiency. We have developed an Industrial Internet-of-Things (IIOT) based energy management platform and use data-driven predictive algorithms to provide the companies energy saving recommendations, options for decision-making, and real-time assessment for estimating the return on investment (ROI). The goal is to enable SMMCC to be more energy efficient with highest ROI.

1. An Assessment Tool For The Air Compressor System

2. Agriculture Decarbonization Using Renewable Energy & Smart Manufacturing

3. Benchmarking tool development for commercial buildings energy consumption using machine learning

4. Energy Optimization of Heating, Ventilation and Air conditioning system

5. Energy Optimization of Heating, Ventilation, and Air Conditioning Systems

6. Facility Assessment of Indoor Air Quality Using Machine Learning

7. Geothermal Heat Exchangers (GHE) in Ground-Source Heat Pump Systems

8. Plant-level IIOT-based Energy Management Framework with Cybersecurity Protection