Projects

  1. Prediction of active and break cycles of monsoon using deep learning, Ministry of Earth Science, Principal Investigator (2023-2026)

  2. Enhance of actor-critic reinforcement learning algorithms for process control, SERB Core Research Grant, Principal Investigator (2023-2026)

  3. Predicting the performance of a driver in a racing simulator, Racing Unleashed AG, Principal investigator (2022-2023)

  4. Reinforcement learning based scheduling of process systems, ABB Global Research, Principal investigator (2022-2023)

  5. Improving forecast with machine learning, Ministry of Earth Science, Co-principal Investigator (2023-2026)

  6. Validation of DATUM, Repos Energy, Pune (2021) , Principal Investigator

  7. Embedded system based fault tolerant control and autonomous navigation of an unmanned aerial vehicle (UAV). DST NM-ICPS TiHAN. Multi institution project with IIIT Hyderabad (Lead institution) and TCS Innovation labs Kolkata (PI at IIT Delhi) (2021-2024)

  8. Optimal and sustainable operation of power generation system; SERB- VAJRA Grant (Lead collaborator with Prof. Bhavik Bakshi, Ohio State University) (2020-2021)

  9. Enhancements of model predictive control for batch/semi-batch process; SERB-Core Research Grant (Principal investigator) (2019-2022)

  10. A Bayesian approach to fault detection, isolation and causality detection of multi-modal systems; BRNS - Regular research project,(Principal investigator) (2019-2022)

  11. Acute decompensated heart failure prediction using Machine Learning algorithm, DBT (Co-Principal investigator) (2020-2022)

CAPS Lab

Hariprasad Kodamana, IIT Delhi.