Exploratory Data Analysis Based Short-Term Electrical Load Forecasting: A Comprehensive Analysis

Exploratory Data Analysis Based Short-Term Electrical Load Forecasting: A Comprehensive Analysis

Power system planning in numerous electric utilities merely relies on the conventional statistical methodologies, such as ARIMA for short-term electrical load forecasting, which is incapable of determining the non-linearities induced by the non-linear seasonal data, which affect the electrical load....

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Bibliographic Details
Main Authors: Umar Javed, Khalid Ijaz, Muhammad Jawad, Ejaz A. Ansari, Noman Shabbir, Lauri Kütt, Oleksandr Husev
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Energies
Subjects:
short-term load forecasting
time-series forecasting
exploratory data analysis
neural network
Levenberg–Marquardt
Online Access:https://www.mdpi.com/1996-1073/14/17/5510

Internet

https://www.mdpi.com/1996-1073/14/17/5510

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