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Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs

Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs

IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2023
Julius Trebbien
Sebastian Pütz
B. Schäfer
Heidi S. Nygård
L. R. Gorjão
D. Witthaut
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Papers citing "Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs"

3 / 3 papers shown
Conformal Prediction for Electricity Price Forecasting in the Day-Ahead and Real-Time Balancing Market
Conformal Prediction for Electricity Price Forecasting in the Day-Ahead and Real-Time Balancing MarketEnergy and AI (EA), 2025
Ciaran O'Connor
Mohamed Bahloul
R. Rossi
Steven D. Prestwich
Andrea Visentin
250
12
0
07 Feb 2025
Deep Learning-Based Electricity Price Forecast for Virtual Bidding in Wholesale Electricity Market
Deep Learning-Based Electricity Price Forecast for Virtual Bidding in Wholesale Electricity Market
Xuesong Wang
Sharaf K. Magableh
Oraib Dawaghreh
Caisheng Wang
Jiaxuan Gong
Zhongyang Zhao
Michael H. Liao
259
0
0
25 Nov 2024
Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows
Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing FlowsApplied Energy (Appl. Energy), 2023
Hannes Hilger
D. Witthaut
Manuel Dahmen
L. R. Gorjão
Julius Trebbien
Eike Cramer
265
9
0
23 Nov 2023