Publications

Journal Papers:

Increasing Energy Resiliency to Hurricanes with Battery and Rooftop Solar Through Intelligent Control
Authors: Ninad Gaikwad, Naren Raman Srivaths, Prabir Barooah
Journal: Feb 2021, arXiv preprint arXiv:2102.04406
Paper Link

Conference Papers:

Model Predictive Control based Energy Management System for Home Energy Resiliency
Authors: Ninad Gaikwad, Shishir Lamichhane, Anamika Dubey
Conference: Nov 2024, Oral Presentation at North American Power Symposium-2024, El Paso, USA”
Paper Link

Reinforcement Learning-Based Home Energy Management System for Resiliency
Authors: Naren Raman Srivaths, Ninad Gaikwad, Prabir Barooah, Sean Meyn
Conference: May 2021, Oral Presentation at ACC-2021, IEEE Conference, New Orleans, USA”
Paper Link

Smart Home Energy Management System for Power System Resiliency
Authors: Ninad Gaikwad, Naren Raman Srivaths, Prabir Barooah
Conference: Aug 2020, Oral Presentation at CCTA-2020, IEEE Conference, Vancouver, Canada
Paper Link

On The Development of Solar & Wind Energy Forecasting
Authors: Ninad Gaikwad, Sagarkumar Agravat
Conference: Mar 2017, Oral Presentation at INDIACom-2017, IEEE Conference, Delhi, India
Paper Link

Photovoltaic Grid Connected Plant Energy Estimation Application in MATLAB
Authors: Ninad Gaikwad, Sagarkumar Agravat
Conference: Oct 2016, Oral Presentation at PVSEC-26, Singapore
Paper Link

Conference Posters:

From Basic ANN to Scientific ML-Based Building Thermal Models For Grid-Edge Applications
Authors: Ninad Gaikwad, Sajjad Uddin Mahmud, Malak Parmar, Anamika Dubey
Conference: Aug 2024, Poster Presentation at Advanced Grid Institute Day 2024 (WSU and PNNL), Tri-Cities, USA
Poster Link

Enhancing Building Thermal Models - From Basic Greybox to SciML-Driven Digital Twins
Authors: Kunal Shankar, Ninad Gaikwad, Anamika Dubey
Conference: Aug 2024, Poster Presentation at Advanced Grid Institute Day 2024 (WSU and PNNL), Tri-Cities, USA
Poster Link

Building Energy Models using Generative Learning for Grid-Edge Applications
Authors: Kasey Dettlaff, Ninad Gaikwad, Anamika Dubey
Conference: Aug 2024, Poster Presentation at Advanced Grid Institute Day 2024 (WSU and PNNL), Tri-Cities, USA
Poster Link

ANN Based Thermal Modeling of Buildings
Authors: Ninad Gaikwad, Sajjad Uddin Mahmud, Anamika Dubey
Conference: July 2024, Poster Presentation at IEEE Power and Energy Society General Meeting (PESGM) 2024, Seattle, USA
Poster Link

Comparison of Bayesian Filters and Smoothers for Joint State-Parameter Estimation of Building Thermal Dynamics Model
Authors: Ninad Gaikwad, Sajjad Uddin Mahmud, Anamika Dubey
Conference: July 2024, Poster Presentation at IEEE Power and Energy Society General Meeting (PESGM) 2024, Seattle, USA
Poster Link

An Opensource GUI-Based Application for EnergyPlus Data Analysis
Authors: Athul P Jose, Kasey Dettlaff, Ninad Gaikwad, Anamika Dubey
Conference: July 2024, Poster Presentation at IEEE Power and Energy Society General Meeting (PESGM) 2024, Seattle, USA
Poster Link

Smart Residential Community Simulator
Authors: Ninad Gaikwad, Shishir Lamichhane, Anamika Dubey
Conference: Apr 2024, Poster Presentation at Power and Energy Conference at Illinois 2024, Urbana-Champagne, USA
Poster Link

Development of Solar & Wind Energy Forecasting Application
Authors: Ninad Gaikwad, Sagarkumar Agravat
Conference: Feb 2017, Poster Presentation at XXXI Gujarat Science Congress 2017, Gandhinagar, Gujarat, India
Poster Link

Photovoltaic Module PV-IV Curve Generator with Shading Analysis in MATLAB
Authors: Ninad Gaikwad, Shantanu Vasihnav, Sagarkumar Agravat
Conference: Oct 2016, Poster Presentation at PVSEC-26, Singapore
Poster Link