Optimal Power Generation in Energy-Deficient Scenarios Using Bagging Ensembles

Optimal Power Generation in Energy-Deficient Scenarios Using Bagging Ensembles

This paper presents an improved technique for optimal power generation using ensemble artificial neural networks (EANN). The motive for using EANN is to benefit from multiple parallel processor computing rather than traditional serial computation to reduce bias and variance in machine learning. The...

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Bibliographic Details
Main Authors: Kashif Mehmood, Hafiz Tehzeeb Ul Hassan, Ali Raza, Ali Altalbe, Haroon Farooq
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Artificial neural networks
bootstrap aggregation
bagging algorithm
disjoint partition
economic dispatch
optimal power generation
Online Access:https://ieeexplore.ieee.org/document/8865021/

Internet

https://ieeexplore.ieee.org/document/8865021/

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