SOM-Based Multivariate Nonlinear Vector Time Series Model for Real-Time Electricity Price Forecasting

Intelligent Computing Theories and Application - Lecture Notes in Computer Science ◽

10.1007/978-3-319-95930-6_15 ◽

2018 ◽

pp. 147-159

Author(s):

Ling Wang ◽

ZhiYuan Chen ◽

Tiehua Zhou ◽

Wenge Dong ◽

Gongliang Hu

Keyword(s):

Time Series ◽

Real Time ◽

Time Series Model ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting ◽

Nonlinear Vector ◽

Vector Time Series

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Real-time electricity price forecasting of wind farms with deep neural network transfer learning and hybrid datasets

Applied Energy ◽

10.1016/j.apenergy.2021.117242 ◽

2021 ◽

Vol 299 ◽

pp. 117242

Author(s):

Haolin Yang ◽

Kristen R. Schell

Keyword(s):

Neural Network ◽

Real Time ◽

Transfer Learning ◽

Deep Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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Real-Time Electricity Price Forecasting for Energy Management in Grid-Tied MTDC Microgrids

2018 IEEE Energy Conversion Congress and Exposition (ECCE) ◽

10.1109/ecce.2018.8557478 ◽

2018 ◽

Author(s):

Md Habib Ullah ◽

Subrata Paul ◽

Jae-Do Park

Keyword(s):

Real Time ◽

Energy Management ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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Day-ahead electricity price forecasting based on rolling time series and least square-support vector machine model

2011 Chinese Control and Decision Conference (CCDC) ◽

10.1109/ccdc.2011.5968342 ◽

2011 ◽

Author(s):

Jianhua Zhang ◽

Jian Han ◽

Rui Wang ◽

Guolian Hou

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Support Vector Machine Model ◽

Electricity Price ◽

Least Square ◽

Support Vector ◽

Price Forecasting ◽

Machine Model ◽

Electricity Price Forecasting

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GHTnet: Tri-Branch Deep Learning Network for Real-Time Electricity Price Forecasting

Energy ◽

10.1016/j.energy.2021.122052 ◽

2021 ◽

pp. 122052

Author(s):

Haolin Yang ◽

Kristen R. Schell

Keyword(s):

Deep Learning ◽

Real Time ◽

Electricity Price ◽

Price Forecasting ◽

Learning Network ◽

Electricity Price Forecasting ◽

Deep Learning Network

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Data augmentation for time series regression: Applying transformations, autoencoders and adversarial networks to electricity price forecasting

Applied Energy ◽

10.1016/j.apenergy.2021.117695 ◽

2021 ◽

Vol 304 ◽

pp. 117695

Author(s):

Sumeyra Demir ◽

Krystof Mincev ◽

Koen Kok ◽

Nikolaos G. Paterakis

Keyword(s):

Time Series ◽

Data Augmentation ◽

Electricity Price ◽

Price Forecasting ◽

Time Series Regression ◽

Adversarial Networks ◽

Electricity Price Forecasting

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ANN-Based Electricity Price Forecasting Under Special Consideration of Time Series Properties

Information and Communication Technologies in Education, Research, and Industrial Applications - Communications in Computer and Information Science ◽

10.1007/978-3-030-13929-2_13 ◽

2019 ◽

pp. 262-275

Author(s):

Jan-Hendrik Meier ◽

Stephan Schneider ◽

Iwana Schmidt ◽

Philip Schüller ◽

Thies Schönfeldt ◽

...

Keyword(s):

Time Series ◽

Electricity Price ◽

Special Consideration ◽

Price Forecasting ◽

Electricity Price Forecasting

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A real-time electricity price forecasting based on the spike clustering analysis

2016 IEEE/PES Transmission and Distribution Conference and Exposition (T&D) ◽

10.1109/tdc.2016.7519941 ◽

2016 ◽

Author(s):

Dawei He ◽

Wei-Peng Chen

Keyword(s):

Real Time ◽

Clustering Analysis ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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Short-term Electricity Price Forecasting Based on Grey System Theory and Time Series Analysis

2010 Asia-Pacific Power and Energy Engineering Conference ◽

10.1109/appeec.2010.5448651 ◽

2010 ◽

Author(s):

Ruiqing Wang

Keyword(s):

System Theory ◽

Time Series ◽

Time Series Analysis ◽

Grey System Theory ◽

Electricity Price ◽

Price Forecasting ◽

Grey System ◽

Series Analysis ◽

Electricity Price Forecasting

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A hybrid model for short term real-time electricity price forecasting in smart grid

Big Data Analytics ◽

10.1186/s41044-018-0036-x ◽

2018 ◽

Vol 3 (1) ◽

Author(s):

Xing Luo ◽

Xu Zhu ◽

Eng Gee Lim

Keyword(s):

Real Time ◽

Hybrid Model ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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FUZZY TIME SERIES FOR ELECTRICITY PRICE FORECASTING

POWER ENGINEERING economics technique ecology ◽

10.20535/1813-5420.3.2017.117221 ◽

2017 ◽

Vol 0 (3) ◽

pp. 45-50

Author(s):

Volodymyr Andriiovych Popov ◽

Petro Oleksandrovych Zamkovyi ◽

Л. В. Охота ◽

Д. С. Поплавець

Keyword(s):

Time Series ◽

Electricity Price ◽

Fuzzy Time Series ◽

Price Forecasting ◽

Electricity Price Forecasting

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