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A Two-Layer Approach for Estimating Behind-the-Meter PV Generation Using Smart Meter Data

Journal Article · · IEEE Transactions on Power Systems

Not provided.

Research Organization:
Iowa State University, Ames, IA (United States)
Sponsoring Organization:
USDOE
OSTI ID:
2424817
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 (28)

Smart Meter Based Two-Layer Distribution System State Estimation in Unbalanced MV/LV Networks journal January 2022
A Privacy-Preserving Federated Learning Method for Probabilistic Community-Level Behind-the-Meter Solar Generation Disaggregation journal January 2022
Data-Driven Probabilistic Net Load Forecasting With High Penetration of Behind-the-Meter PV journal May 2018
Solar PV Inverter Reactive Power Disaggregation and Control Setting Estimation journal November 2022
A Two-Layer Water Demand Prediction System in Urban Areas Based on Micro-Services and LSTM Neural Networks journal January 2020
Joint Estimation of Behind-the-Meter Solar Generation in a Community journal January 2021
Capacity and output power estimation approach of individual behind-the-meter distributed photovoltaic system for demand response baseline estimation journal November 2019
A day-ahead PV power forecasting method based on LSTM-RNN model and time correlation modification under partial daily pattern prediction framework journal May 2020
Quantifying Load Uncertainty Using Real Smart Meter Data conference November 2020
Disaggregating solar generation from feeder-level measurements journal March 2018
Data Management for a Large-Scale Smart Grid Demonstration Project in Austin, Texas conference July 2012
Analyzing Photovoltaic's Impact on Conservation Voltage Reduction in Distribution Networks conference November 2021
A novel approach for load profiling in smart power grids using smart meter data journal December 2018
A Data-Driven Approach for Estimating the Power Generation of Invisible Solar Sites journal September 2016
Building Foresight in Long-Term Infrastructure Planning Using End-Effect Mitigation Models journal December 2017
A two-layer game theoretical attack-defense model for a false data injection attack against power systems journal January 2019
A Distributed PV System Capacity Estimation Approach Based on Support Vector Machine with Customer Net Load Curve Features journal July 2018
Estimation of Behind-the-Meter Solar Generation by Integrating Physical with Statistical Models conference October 2019
High-Penetration PV Integration Handbook for Distribution Engineers report January 2016
Distributed Optimal Conservation Voltage Reduction in Integrated Primary-Secondary Distribution Systems journal September 2021
Disaggregating Customer-Level Behind-the-Meter PV Generation Using Smart Meter Data and Solar Exemplars journal November 2021
SunDance: Black-box Behind-the-Meter Solar Disaggregation conference January 2017
PVWatts Version 5 Manual report September 2014
A Data-Driven Game-Theoretic Approach for Behind-the-Meter PV Generation Disaggregation journal July 2020
Unsupervised Disaggregation of Photovoltaic Production From Composite Power Flow Measurements of Heterogeneous Prosumers journal September 2018
Non-intrusive load monitoring under residential solar power influx journal November 2017
Two-Stage Decoupled Estimation Approach of Aggregated Baseline Load Under High Penetration of Behind-the-Meter PV System journal November 2021
Reliability Assessment of Power Systems with Photovoltaic Power Stations Based on Intelligent State Space Reduction and Pseudo-Sequential Monte Carlo Simulation journal June 2018

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