Machine Learning-Based Japanese Spot Market Price Forecasting Considering the Solar Contribution

Machine Learning-Based Japanese Spot Market Price Forecasting Considering the Solar Contribution

The increasing reliance on photovoltaic (PV) generation as a cornerstone of carbon neutrality has led to transformative changes in the energy structure, further impacting electricity market trading mechanisms and price volatility. The electric power system reform also promoted wholesale trading in t...

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Bibliographic Details
Main Authors: Xue Fang, Jindan Cui, Takashi Oozeki, Yuzuru Ueda
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Japan electric power exchange (JEPX) spot market
electricity price forecasting (EPF)
net demand
PV generation
support vector regression (SVR)
neutral network regression (ANN)
Online Access:https://ieeexplore.ieee.org/document/10496100/

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https://ieeexplore.ieee.org/document/10496100/

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