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Title: Asset bundling for hierarchical forecasting of wind power generation

Journal Article · · Electric Power Systems Research

Not Available

Sponsoring Organization:
USDOE Advanced Research Projects Agency - Energy (ARPA-E)
Grant/Contract Number:
AR0001136
OSTI ID:
2459361
Journal Information:
Electric Power Systems Research, Journal Name: Electric Power Systems Research Journal Issue: C Vol. 235; ISSN 0378-7796
Publisher:
ElsevierCopyright Statement
Country of Publication:
Switzerland
Language:
English

References (36)

Evaluation of wind power forecasts—An up‐to‐date view journal March 2020
Reconciliation of wind power forecasts in spatial hierarchies journal March 2023
The future of forecasting for renewable energy journal September 2019
Scaling of wind energy variability over space and time journal June 2017
Assessing the performance of deep learning models for multivariate probabilistic energy forecasting journal March 2021
Wind power forecasting considering data privacy protection: A federated deep reinforcement learning approach journal January 2023
Optimal management of wind and solar energy resources journal February 2016
Optimal combination forecasts for hierarchical time series journal September 2011
Forecasting wind speed with recurrent neural networks journal August 2012
Forecasting with temporal hierarchies journal October 2017
Advanced wind power prediction based on data-driven error correction journal January 2019
Wind power forecasting using attention-based gated recurrent unit network journal April 2020
A robust deep learning framework for short-term wind power forecast of a full-scale wind farm using atmospheric variables journal April 2021
Reducing forecasting error by optimally pooling wind energy generation sources through portfolio optimization journal January 2022
What to expect from a greater geographic dispersion of wind farms?—A risk portfolio approach journal August 2007
Optimal wind power deployment in Europe—A portfolio approach journal July 2010
The variability of interconnected wind plants journal August 2010
Spatial dependence in wind and optimal wind power allocation: A copula-based analysis journal September 2011
Optimal pooling of renewable energy sources with a risk-averse approach: Implications for US energy portfolio journal September 2019
Online forecast reconciliation in wind power prediction journal January 2021
A quantitative approach to wind farm diversification and reliability journal February 2011
DeepAR: Probabilistic forecasting with autoregressive recurrent networks journal July 2020
Risk-optimized pooling of intermittent renewable energy sources journal October 2018
Exploring the mean-variance portfolio optimization approach for planning wind repowering actions in Spain journal June 2017
Review on probabilistic forecasting of wind power generation journal April 2014
Approaches to wind power curve modeling: A review and discussion journal December 2019
Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization journal October 2018
Spectrum of Wind Power Fluctuations journal January 2017
Deep Federated Learning-based Privacy-Preserving Wind Power Forecasting journal January 2022
A review of wind power and wind speed forecasting methods with different time horizons conference September 2010
Energy Forecasting: A Review and Outlook journal January 2020
End-to-end Learning for Hierarchical Forecasting of Renewable Energy Production with Missing Values conference June 2022
A Short-Term Wind Power Forecasting Approach With Adjustment of Numerical Weather Prediction Input by Data Mining journal October 2015
Variogram-Based Proper Scoring Rules for Probabilistic Forecasts of Multivariate Quantities* journal April 2015
The Electricity Portfolio Decision-making Model Based on the CVaR under Risk Conditions journal January 2014
Distributed Reconciliation in Day-Ahead Wind Power Forecasting journal March 2019