Solar-TK: A Data-driven Toolkit for Solar PV Performance Modeling and ForecastingNoman Bashir, Dong Chen, David Irwin, and Prashant ShenoyMASS 2019Solar-TK code released on GitHub!
On the Feasibility, Cost, and Carbon Emissions of Grid DefectionAkansha Singh Bansal and David IrwinSmartGridComm 2019
Helios: A Programmable Software-defined Solar ModuleNoman Bashir, David Irwin, and Prashant ShenoyBuildSys 2018
Staring at the Sun: A Physical Black-box Solar Performance ModelDong Chen and David IrwinBuildSys 2018
vSolar: Virtualizing Community Solar and Storage for Energy SharingStephen Lee, Prashant Shenoy, Krithi Ramamritham, and David Irwine-Energy 2018 (short paper)
Mechanisms and Policies for Controlling Distributed Solar CapacityNoman Bashir, David Irwin, Prashant Shenoy, and Jay TanejaTOSN 2018
Enforcing Fair Grid Energy Access for Controllable Distributed Solar CapacityNoman Bashir, David Irwin, Prashant Shenoy, and Jay TanejaBuildSys 2017Nominated for Best Paper Award!
Black-box Solar Performance Modeling: Comparing Physical, Machine Learning, and Hybrid ApproachesDong Chen and David IrwinGreenmetrics 2017
SunDance: Black-box Behind-the-Meter Solar DisaggregationDong Chen and David Irwine-Energy 2017
Distributed Rate Control for Smart Solar-powered SystemsStephen Lee, Srinivasan Iyengar, David Irwin, and Prashant Shenoye-Energy 2017
A Cloud based Black Box Solar Predictor for Smart HomesSrinivasan Iyengar, Navin Sharma, David Irwin, Prashant Shenoy, and Krithi RamamrithamTCPS 2017
SunShade: Enabling Software-defined Solar-powered SystemsAkansha Singh, Stephen Lee, David Irwin, and Prashant ShenoyICCPS 2017