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Safe Data-Driven Secondary Control of Distributed Energy Resources

Journal Article · · IEEE Transactions on Power Systems

Not provided.

Research Organization:
Univ. of Washington, Seattle, WA (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE)
DOE Contract Number:
EE0009025
OSTI ID:
1980570
Journal Information:
IEEE Transactions on Power Systems, Vol. 36, Issue 6; ISSN 0885-8950
Publisher:
IEEE
Country of Publication:
United States
Language:
English

References (19)

Data-driven Control Design Schemes in Active Distribution Grids: Capabilities and Challenges conference June 2019
Data-Driven Voltage Regulation in Radial Power Distribution Systems journal May 2020
Data-Driven Distributed Combined Primary and Secondary Control in Microgrids journal May 2021
Data-Driven Optimal Voltage Regulation Using Input Convex Neural Networks journal December 2020
Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning journal May 2020
Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning journal March 2020
Learning to control in power systems: Design and analysis guidelines for concrete safety problems journal December 2020
Data-Driven Wide-Area Control Design of Power System Using the Passivity Shortage Framework journal March 2021
A Sum-of-Squares Optimization Method for Learning and Controlling Photovoltaic Systems conference July 2020
Measurement-Based Estimation of Linear Sensitivity Distribution Factors and Applications journal May 2014
Data-Driven Control for Interlinked AC/DC Microgrids Via Model-Free Adaptive Control and Dual-Droop Control journal March 2017
Measurement-Based Real-Time Security-Constrained Economic Dispatch journal September 2016
Frequency Regulation using Data-Driven Controllers in Power Grids with Variable Inertia due to Renewable Energy conference August 2019
Data-Driven Load Frequency Control for Stochastic Power Systems: A Deep Reinforcement Learning Method With Continuous Action Search journal March 2019
Formulas for Data-Driven Control: Stabilization, Optimality, and Robustness journal March 2020
Data-Driven Coordination of Distributed Energy Resources for Active Power Provision journal July 2019
Big data driven smart energy management: From big data to big insights journal April 2016
A Grid-compatible Virtual Oscillator Controller: Analysis and Design conference September 2019
A Two-Stage Distributed Architecture for Voltage Control in Power Distribution Systems journal May 2013

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