2025
- PISR: Physics-Informed Symbolic Regression for Predicting Power System Voltage. Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, ACM, 2025, 92-107 more…
- DSML: A Comprehensive Framework for Evaluating ML Methods for Distribution System State Estimation. Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, ACM, 2025, 122-135 more…
- A Framework for Assessing the Generalizability of GNN-Based AC Power Flow Models. Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, ACM, 2025, 476-488 more…
- GenTL: A General Transfer Learning Model for Building Thermal Dynamics. Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, ACM, 2025, 322-333 more…
- Data Sharing between Wind Energy Producers: Economic Incentives and Strategic Behavior. Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, ACM, 2025, 505-514 more…
- e-SparX: A Graph-Based Artifact Exchange Platform to Accelerate Machine Learning Research in the Energy Systems Community. Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, ACM, 2025, 436-445 more…
- Benchmarking Graph Neural Networks for Power Flow Prediction in Distribution Systems. 2025 IEEE Kiel PowerTech, IEEE, 2025, 1-6 more…
- Boosting the Performance of Deep Reinforcement Learning for Energy Management Systems using Behavior Cloning from Linear Programming Solutions. Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, ACM, 2025, 423-435 more…
2024
- EnergyOS: Designing a Multi-Application EMS Platform. The 15th ACM International Conference on Future and Sustainable Energy Systems, ACM, 2024 more…
- Leveraging flexibility of residential heat pumps through local energy markets. Applied Energy 355, 2024, 122269 more…
- A benchmarking framework for energy management systems with commercial hardware models. Energy and Buildings 321, 2024, 114648 more…
2023
- Cost-effective CO2 abatement in residential heating: A district-level analysis of heat pump deployment. Energy and Buildings 300, 2023, 113644 more…
- Stratified thermal energy storage model with constant layer volume for predictive control — Formulation, comparison, and empirical validation. Renewable Energy 219, 2023, 119511 more…
- Stratified thermal energy storage model with constant layer volume for predictive control — Formulation, comparison, and empirical validation. Renewable Energy 219, 2023, 119511 more…
2017
- Profitability of Residential Battery Energy Storage Combined with Solar Photovoltaics. Energies 10 (7), 2017, 976 more…
- Model-Based Dispatch Strategies for Lithium-Ion Battery Energy Storage Applied to Pay-as-Bid Markets for Secondary Reserve. IEEE Transactions on Power Systems 32 (4), 2017, 2724-2734 more…
- Distributed Convex Optimization for Electric Vehicle Aggregators. IEEE Transactions on Smart Grid 8 (4), 2017, 1852-1863 more…
2016
- Bringing Distributed Energy Storage to Market. IEEE Transactions on Power Systems 31 (1), 2016, 173-186 more…
- Aggregator-Controlled EV Charging in Pay-as-Bid Reserve Markets With Strict Delivery Constraints. IEEE Transactions on Power Systems 31 (6), 2016, 4447-4461 more…
- The effect of PV siting on power system flexibility needs. Solar Energy 139, 2016, 776-786 more…
2015
- NoFaRe: A Non-Intrusive Facility Resource Monitoring System. In: Lecture Notes in Computer Science. Springer International Publishing, 2015 more…
- A Distributed Anytime Algorithm for Real-Time EV Charging Congestion Control. Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, ACM, 2015, 67-76 more…
- OpenGridMap: An Open Platform for Inferring Power Grids with Crowdsourced Data. In: Lecture Notes in Computer Science. Springer International Publishing, 2015 more…
- Vehicle-Originating-Signals for Real-Time Charging Control of Electric Vehicle Fleets. IEEE Transactions on Transportation Electrification 1 (2), 2015, 150-167 more…
2014
- The Impact of State of Charge Management When Providing Regulation Power With Energy Storage. IEEE Transactions on Power Systems 29 (3), 2014, 1433-1434 more…
- Using publish/subscribe middleware for distributed EV charging optimization. Computer Science - Research and Development 31 (1-2), 2014, 41-48 more…
- Household electricity demand forecasting. Proceedings of the 5th international conference on Future energy systems, ACM, 2014, 233-234 more…
- On the effects of signal design in electric vehicle charging using vehicle-originating-signals. Computer Science - Research and Development 31 (1-2), 2014, 49-56 more…
- Benchmarking a car-originated-signal approach for real-time electric vehicle charging control. ISGT 2014, IEEE, 2014, 1-5 more…
- Reducing communication requirements for electric vehicle charging using vehicle-originating-signals. 2014 IEEE International Conference on Smart Grid Communications (SmartGridComm), IEEE, 2014, 7-12 more…
2013
- On the business value of ICT-controlled plug-in electric vehicle charging in California. Energy Policy 53, 2013, 1-10 more…
- Using ICT-Controlled Plug-in Electric Vehicles to Supply Grid Regulation in California at Different Renewable Integration Levels. IEEE Transactions on Smart Grid 4 (2), 2013, 729-740 more…
- Energy Informatics. Business & Information Systems Engineering 6 (1), 2013, 25-31 more…
- Alternating Direction Method of Multipliers for decentralized electric vehicle charging control. 52nd IEEE Conference on Decision and Control, IEEE, 2013, 6960-6965 more…
- Adaptive middleware for real-time prescriptive analytics in large scale power systems. Proceedings of the Industrial Track of the 13th ACM/IFIP/USENIX International Middleware Conference, ACM, 2013, 1-6 more…
- Forecasting household electricity demand with complex event processing. Proceedings of the Industrial Track of the 13th ACM/IFIP/USENIX International Middleware Conference, ACM, 2013, 1-6 more…
- The potential of smart home sensors in forecasting household electricity demand. 2013 IEEE International Conference on Smart Grid Communications (SmartGridComm), IEEE, 2013, 229-234 more…
2012
- Forecasting driving behavior to enable efficient grid integration of plug-in electric vehicles. 2012 IEEE Online Conference on Green Communications (GreenCom), IEEE, 2012, 74-79 more…
2011
- Comparing ingress and egress detection to secure interdomain routing. ACM Transactions on Internet Technology 11 (2), 2011, 1-26 more…