Physics-Informed Neural Networks-Based Online Excavation Trajectory Planning for Unmanned Excavator

Abstract As a large-scale mining excavator, the electric shovel (ES) has been extensively employed in open-pit mines for overburden removal and mineral loading. In the development of unmanned operations for ES, dynamic excavation trajectory planning is essential, as it directly influences operationa...

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Bibliographic Details
Main Authors: Tao Fu, Zhengguo Hu, Tianci Zhang, Qiushi Bi, Xueguan Song
Format: Article
Language:English
Published: SpringerOpen 2024-11-01
Series:Chinese Journal of Mechanical Engineering
Subjects:
Online Access:https://doi.org/10.1186/s10033-024-01109-2
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