Probabilistic Optimal Power Flow Solution Using a Novel Hybrid Metaheuristic and Machine Learning Algorithm

Probabilistic Optimal Power Flow Solution Using a Novel Hybrid Metaheuristic and Machine Learning Algorithm

This paper proposes a novel hybrid optimization technique based on a machine learning (ML) approach and transient search optimization (TSO) to solve the optimal power flow problem. First, the study aims at developing and evaluating the proposed hybrid ML-TSO algorithm. To do so, the optimization tec...

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Bibliographic Details
Main Authors: Mohamed A. M. Shaheen, Hany M. Hasanien, Said F. Mekhamer, Mohammed H. Qais, Saad Alghuwainem, Zia Ullah, Marcos Tostado-Véliz, Rania A. Turky, Francisco Jurado, Mohamed R. Elkadeem
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Mathematics
Subjects:
machine learning
probabilistic optimal power flow
renewable energy sources
Online Access:https://www.mdpi.com/2227-7390/10/17/3036

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