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About Us +
The Energy Storage and Distributed Resources Division (ESDR) works on developing advanced batteries and fuel cells for transportation and stationary energy storage, grid-connected technologies for a cleaner, more reliable, resilient, and cost-effective future, and demand responsive and distributed energy technologies for a dynamic electric grid.
Research +
We work closely with academic, government and industry partners to conduct foundational and applied research that provides the groundwork for the development of transformative new energy technologies in the areas of energy storage and conversion, electrical grid, advanced materials for the energy infrastructure, science of manufacturing and water-energy nexus.

Visit our focus areas and research groups at the right to find out more.
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Publications

Publications by Category

2020

Dobbe, Roel, Oscar Sondermeijer, David Fridovich-Keil, Daniel Arnold, Duncan S Callaway, and Claire Tomlin."Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning."IEEE Transactions on Smart Grid 11.2 (2020) 1296 - 1306. DOI

Baudette, Maxime, Daniel Arnold, Craig Breaden, Michael D Sankur, Duncan S Callaway, and Jason S MacDonald."HIL-validation of an Extremum Seeking-based Controller for Advanced DER Management."2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) (2020). DOI

Sankur, Michael D, Maxime Baudette, Jason S MacDonald, Daniel Arnold, and Tung Bui."Batch Measurement Extremum Seeking Control of Distributed Energy Resources to Account for Communication Delays and Information Loss."Hawaii International Conference on System SciencesProceedings of the 53rd Hawaii International Conference on System Sciences (2020). DOI

Roberts, Ciaran, Anna Scaglione, Mahdi Jamei, Reinhard Gentz, Sean Peisert, Emma M Stewart, Chuck McParland, Alex McEachern, and Daniel Arnold."Learning Behavior of Distribution System Discrete Control Devices for Cyber-Physical Security."IEEE Transactions on Smart Grid 11.1 (2020) 749 - 761. DOI

Sankur, Michael D, Roel Dobbe, Alexandra von Meier, and Daniel Arnold."Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems."IEEE Transactions on Smart Grid 11.1 (2020) 884 - 894. DOI

Dobbe, Roel, Werner van Westering, Stephan Liu, Daniel Arnold, Duncan S Callaway, and Claire Tomlin."Linear Single- and Three-Phase Voltage Forecasting and Bayesian State Estimation With Limited Sensing."IEEE Transactions on Power Systems 35.3 (2020) 1674 - 1683. DOI

Schweitzer, Eran, Shammya Saha, Anna Scaglione, Nathan G Johnson, and Daniel Arnold."Lossy DistFlow Formulation for Single and Multiphase Radial Feeders."IEEE Transactions on Power Systems 35.3 (2020) 1758 - 1768. DOI

2018

Johnson, Jay, Adam Summers, Rachid Darbali-Zamora, Javier Hernandez-Alvidrez, Jimmy Quiroz, Daniel Arnold, and Jithendar Anandan."Distribution Voltage Regulation Using Extremum Seeking Control With Power Hardware-in-the-Loop."IEEE Journal of Photovoltaics 8.6 (2018) 1824 - 1832. DOI

2017

Arnold, Daniel, Michael D Sankur, Matias Negrete-Pincetic, and Duncan S Callaway."Model-Free Optimal Coordination of Distributed Energy Resources for Provisioning Transmission-Level Services."IEEE Transactions on Power Systems 33.1 (2017) 817 - 828. DOI

2015

Arnold, Daniel, Matias Negrete-Pincetic, Emma M Stewart, David M Auslander, and Duncan S Callaway."Extremum Seeking Control of Smart Inverters for VAR Compensation."Power & Energy Society General Meeting, IEEE (2015).

Stewart, Emma M, Sila Kiliccote, Daniel Arnold, Alexandra von Meier, and Reza Arghandeh."Accuracy and Validation of Measured and Modeled Data for Distributed PV Interconnection and Control."2015 IEEE PES GM (2015).