An Improved Two-Stage Deep Reinforcement Learning Approach for Regulation Service Disaggregation in a Virtual Power Plant

Co-Optimizing Virtual Power Plant Services Under Uncertainty: A Robust Scheduling and Receding Horizon Dispatch Approach

(2021) James Naughton et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Aggregate Operation Model for Numerous Small-Capacity Distributed Energy Resources Considering Uncertainty

(2021) Zhongkai Yi et al.   IEEE Transactions on Smart Grid

A Scalable Privacy-Preserving Multi-Agent Deep Reinforcement Learning Approach for Large-Scale Peer-to-Peer Transactive Energy Trading

(2021) Yujian Ye et al.   IEEE Transactions on Smart Grid

A Distributed Model Predictive Control Framework for Grid-Friendly Distributed Energy Resources

(2020) Lalitha Subramanian et al.   IEEE Transactions on Sustainable Energy

Optimal tracking control based on reinforcement learning value iteration algorithm for time-delayed nonlinear systems with external disturbances and input constraints

(2020) Mehdi Mohammadi et al.   INFORMATION SCIENCES

Two-Stage Deep Reinforcement Learning for Inverter-Based Volt-VAR Control in Active Distribution Networks

(2020) Haotian Liu et al.   IEEE Transactions on Smart Grid

Reference-Tracking Control Policies for Packetized Coordination of Heterogeneous DER Populations

(2020) L. A. Duffaut Espinosa et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Load Frequency Regulation for Multi-Area Power System Using Integral Reinforcement Learning

(2019) Mohammed Abouheaf et al.   IET Generation Transmission & Distribution

A Data-Driven Model of Virtual Power Plants in Day-Ahead Unit Commitment

(2019) Sadra Babaei et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Estimation of Parameters of a Dynamic Generator Model From Modal PMU Measurements

(2019) Andrey Gorbunov et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A Graphical Measure of Aggregate Flexibility for Energy-Constrained Distributed Resources

(2019) Michael P. Evans et al.   IEEE Transactions on Smart Grid

Deep Reinforcement Learning for Strategic Bidding in Electricity Markets

(2019) Yujian Ye et al.   IEEE Transactions on Smart Grid

Dynamic demand control for system frequency regulation: Concept review, algorithm comparison, and future vision

(2018) Qingxin Shi et al.   ELECTRIC POWER SYSTEMS RESEARCH

Reinforcement Learning Approach for Optimal Distributed Energy Management in a Microgrid

(2018) Elham Foruzan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Optimal Regulation of Virtual Power Plants

(2018) Emiliano Dall Anese et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A New Mileage Payment for EV Aggregators With Varying Delays in Frequency Regulation Service

(2018) Kab Seok Ko et al.   IEEE Transactions on Smart Grid

Performance-Based Settlement of Frequency Regulation for Electric Vehicle Aggregators

(2018) Kab Seok Ko et al.   IEEE Transactions on Smart Grid

Using peer-to-peer energy-trading platforms to incentivize prosumers to form federated power plants

(2018) Thomas Morstyn et al.   Nature Energy

Day-Ahead Self-Scheduling of a Virtual Power Plant in Energy and Reserve Electricity Markets Under Uncertainty

(2018) Ana Baringo et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Online Identification of Power System Equivalent Inertia Constant

(2017) Junbo Zhang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Optimal Bidding in Performance-Based Regulation Markets: An MPEC Analysis With System Dynamics

(2017) Ashkan Sadeghi-Mobarakeh et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A Hierarchical EMS for Aggregated BESSs in Energy and Performance-Based Regulation Markets

(2017) T. Zhang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Switching Markov Gaussian Models for Dynamic Power System Inertia Estimation

(2016) Xue Cao et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A Distributed Quasi-Newton Method for Droop-Free Primary Frequency Control in Autonomous Microgrids

(2016) Zhongguan Wang et al.   IEEE Transactions on Smart Grid

Optimal Bidding Strategy of Battery Storage in Power Markets Considering Performance-Based Regulation and Battery Cycle Life

(2016) Guannan He et al.   IEEE Transactions on Smart Grid

Inertia and Friction Estimation of a Velocity-Controlled Servo Using Position Measurements

(2014) Ruben Garrido et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

State Estimation and Control of Electric Loads to Manage Real-Time Energy Imbalance

(2012) Johanna L. Mathieu et al.   IEEE TRANSACTIONS ON POWER SYSTEMS