A Pyramid-CNN Based Deep Learning Model for Power Load Forecasting of Similar-Profile Energy Customers Based on Clustering

A Pyramid-CNN Based Deep Learning Model for Power Load Forecasting of Similar-Profile Energy Customers Based on Clustering

With rapid advancements in renewable energy sources, billing mechanism (AMI), and latest communication technologies, the traditional control networks are evolving towards wise, versatile and collaborative Smart Grids (SG). The short term power load forecasting of individual as well as group of simil...

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Bibliographic Details
Main Authors: Khursheed Aurangzeb, Musaed Alhussein, Kumail Javaid, Syed Irtaza Haider
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Smart homes
smart grids
power load forecasting
CNN
low energy consumers
high energy consumers
Online Access:https://ieeexplore.ieee.org/document/9328776/

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