1. Principal Investigator (NUS), An Al-based automated demand side management solution for optimal energy management of commercial and industrial scale systems, 2020 - 2022, Funding Agency: EMA.

This project, in collaboration with an industry partner, Resync Pte Ltd, aims to develop an AI based automated demand side management solution for optimal energy management of commercial and industrial scale systems. This industry driven project will showcase that technology is viable, cost efficient and upto industry standards. The developed plug & play product will be seamlessly integrated into existing energy infrastructure for commercial and industrial customers. It will incorporate various energy assets, real-time control, machine learning optimization and advanced data analytics in the presence of variable tariff, controllable loads, renewable generation, energy storage, and EVs.

2. Co-PI, Advanced Solar Power Forecasting for Safe and Reliable PV Grid Integration in Singapore, 2018 - 2022, Funding Agency: National Research Foundation (NRF).

3. Co-PI, Quantification, optimisation, and application of deep uncertainty, 2019 - 2022, Funding Agency: Australian Research Council.

4. Co-PI, Intelligent Demand Management for Resilient Power Market, 2018 - 2021, Funding Agency: EMA.

5. Principal Investigator (NUS), Targeting High Productivity Workforces via Data-Centric Transfer Optimization in the Internet Era, 2018 - 2021, Funding Agency: AI Singapore Research Programme.

6. Co-PI, Energy Storage Systems Test-Bed project - Grid Management and Analysis, 2017 - 2020, Funding Agency: Energy Market Authority (EMA).

7. Principal Investigator, Ensemble Prediction for Double Seasonal Time Series in Supply Chain, 2018 - 2020, Funding Agency: SIMTECH.