ISA transactions
Optimized neural-network-assisted model-based motion control of hydraulic manipulators under unmodeled uncertainties.
Manzhi Qi, Yangxiu Xia, Shizhao Zhou, Litong Lyu, Zheng Chen
Published: 202510.1016/j.isatra.2025.12.055
Abstract
Multi-degree-of-freedom (multi-DoF) hydraulic manipulators are widely used in heavy-duty tasks due to their high power density. However, their inherent nonlinearities and uncertain dynamics present significant challenges to precise control. Tradition…
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