Research

Research project ideas for students

ML-Based Load Forecasting Tool for Distribution Utilities

We have developed an advanced Machine Learning (ML)-based Load Forecasting Tool designed to assist distribution utilities in achieving better market planning and reduced DSM penalties. Currently, we are in the deployment phase of this tool with one of a utility in New Delhi.

Utilizing DERs for the Benefits of the Bulk Grid

We are developing a framework to utilize inverter-based distributed energy resources (DERs) to provide volt/var ancillary services to the grid. Thousands of smart DER devices can be seen as geographically distributed local VAR devices which have potential to enhance grid flexibility if aggregated and controlled properly. See this publication for preliminary results.

Real-Time Solar PV Smart Inverter Control in Distribution Systems

We are working on adaptive smart inverter controls for inverter based DERs to make their parameter selection self-adaptive in a wide range of operating conditions while ensuring the control stability and steady-state performance. See this publication for details.

Integrated Transmission-Distribution Co-Simulation Platform

We are developing a integrated transmission-distribution co-simulation platform to simulate realistic large-scale 3 phase unbalanced coupled T&D system using GridlabD and MATLAB interface. This platform will help us to assess true impact of DERs and active distribution systems on the grid performance.

Long-Term Stability Margin Assessment of Integrated T-D System with DER

We are also assessing the impact of DER and distribution system loadability limits on the long-term stability margin of the grid. See this publication for preliminary results.

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