Optimizing power consumption and position control in an electro-hydraulic system with cylinder bypass and NN-MPC

Abstract This study introduces an innovative approach to enhance the energy efficiency and position control performance of electro-hydraulic systems, employing a comprehensive comparative analysis. It presents and evaluates three control techniques: Proportional-Integral-Derivative (PID) control, Mo...

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Bibliographic Details
Main Authors: Omar Hesham Khedr, Mohammed Ibrahim Awad, Affaf Khamis Al-Oufy, Shady A. Maged
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-51318-x