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A Joint Distribution System State Estimation Framework via Deep Actor-Critic Learning Method

Journal Article · · IEEE Transactions on Power Systems
Not provided.
Research Organization:
Iowa State Univ., Ames, IA (United States)
Sponsoring Organization:
USDOE Office of Electricity Delivery and Energy Reliability (OE)
DOE Contract Number:
OE0000875
OSTI ID:
2418270
Journal Information:
IEEE Transactions on Power Systems, Journal Name: IEEE Transactions on Power Systems Journal Issue: 1 Vol. 38; ISSN 0885-8950
Publisher:
IEEE
Country of Publication:
United States
Language:
English

References (36)

Feeder monitoring for volt/VAR control in distribution systems conference July 2014
Robust Data-Driven State Estimation for Smart Grid journal July 2017
Linear state estimation in low voltage grids based on smart meter data conference June 2015
State Estimation in Two Time Scales for Smart Distribution Systems journal January 2015
Impact of Pseudo-Measurements From New Power Profiles on State Estimation in Low-Voltage Grids journal January 2016
Data-Driven Learning-Based Optimization for Distribution System State Estimation journal November 2019
Low voltage system state estimation using smart meters conference September 2012
Bayesian State Estimation for Unobservable Distribution Systems via Deep Learning journal November 2019
Design and Accuracy Analysis of Multilevel State Estimation Based on Smart Metering Infrastructure journal November 2019
Uncertainty analysis of aggregated smart meter data for state estimation conference September 2016
Probabilistic Low-Voltage State Estimation Using Analog-Search Techniques conference June 2018
Bayesian Learning-Based Harmonic State Estimation in Distribution Systems With Smart Meter and DPMU Data journal January 2020
A Robust State Estimation Method Based on SOCP for Integrated Electricity-Heat System journal January 2021
A cloud-based smart metering infrastructure for distribution grid services and automation journal September 2018
Non-parametric probabilistic forecasts of wind power: required properties and evaluation journal January 2007
A Closed-Loop State Estimation Tool for MV Network Monitoring and Operation journal July 2015
Voltage estimation in active distribution grids using neural networks conference July 2016
User Scheduling and Resource Allocation in HetNets With Hybrid Energy Supply: An Actor-Critic Reinforcement Learning Approach journal January 2018
A Time-Series Distribution Test System Based on Real Utility Data conference October 2019
Distribution Grid Modeling Using Smart Meter Data journal May 2022
A Survey on State Estimation Techniques and Challenges in Smart Distribution Systems journal March 2019
Interval State Estimation With Uncertainty of Distributed Generation and Line Parameters in Unbalanced Distribution Systems journal January 2020
State estimation of medium voltage distribution networks using smart meter measurements journal December 2016
A Unified Distribution System State Estimator Using the Concept of Augmented Matrices journal August 2013
Efficient Branch-Current-Based Distribution System State Estimation Including Synchronized Measurements journal September 2013
Testing low voltage network state estimation in RTDS environment conference October 2013
A Revised Branch Current-Based Distribution System State Estimation Algorithm and Meter Placement Impact journal February 2004
Mitigating Smart Meter Asynchrony Error Via Multi-Objective Low Rank Matrix Recovery journal September 2021
An Efficient and Accurate Solution for Distribution System State Estimation with Multiarea Architecture journal May 2017
Interval State Estimation for Low-Voltage Distribution Systems Based on Smart Meter Data journal September 2019
A Linear State Estimation Formulation for Smart Distribution Systems journal September 2012
A robust state estimator for medium voltage distribution networks journal May 2013
Efficient Model Learning Methods for Actor–Critic Control journal June 2012
A Probabilistic Data-Driven Method for Photovoltaic Pseudo-Measurement Generation in Distribution Systems conference August 2019
Bayesian Approach for Distribution System State Estimation With Non-Gaussian Uncertainty Models journal November 2017
Choice of estimator for distribution system state estimation journal July 2009

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