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Grzegorz Marcjasz

wroclaw university of science & technology

H指数:15

被引数:1,480

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Distributional neural networks for electricity price forecasting

分布式神经网络在电价预测中的应用

ENERGY ECONOMICS

IF14.2

2023-09-0123

OA

Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx

具有外生变量的神经基础扩展分析: 使用NBEATSx预测电价

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2023-04-0158

OAAI

Trading on short-term path forecasts of intraday electricity prices

日内电价的短期路径预测交易

ENERGY ECONOMICS

IF14.2

2022-08-019

OA

Electricity Price Forecasting: The Dawn of Machine Learning

电价预测: 机器学习的曙光

IEEE POWER & ENERGY MAGAZINE

IF2.2

2022-05-0121

OA

Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark

预测前一天的电价: 对最新算法，最佳实践和开放获取基准的回顾

IF11

2021-07-01202

OAAI

Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts?

用NARX网络进行概率电价预测: 结合点还是概率预测？

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2020-04-0144

PREAI

Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2019-10-0180

OAAI

On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks

基于NARX神经网络的长期季节分量在日前电价预测中的重要性

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2019-10-0181

PREAI

On the importance of the long-term seasonal component in day-ahead electricity price forecasting Part II - Probabilistic forecasting

关于长期季节性成分在日前电价预测中的重要性第二部分-概率预测

ENERGY ECONOMICS

IF14.2

2019-03-0138

OAAI

A Note on Averaging Day-Ahead Electricity Price Forecasts Across Calibration Windows

关于跨校准窗口平均日前电价预测的说明

ieee transactions on energy conversion

IF10

2019-01-0163

PREAI