Multi-objective time-energy-impact optimization for robotic excavator trajectory planning
H Feng, J Jiang, N Ding, F Shen, C Yin, D Cao… - Automation in …, 2023 - Elsevier
Single-objective optimal trajectory cannot adapt to the complex requirements of excavator
construction. A comprehensive optimal trajectory planning method is proposed to optimize …
construction. A comprehensive optimal trajectory planning method is proposed to optimize …
Real-time task-oriented continuous digging trajectory planning for excavator arms
Current digging trajectory planning methods for excavator arms are limited to a single
digging cycle, which does not meet the continuous excavation demands of the task. To …
digging cycle, which does not meet the continuous excavation demands of the task. To …
Optimization-based framework for excavation trajectory generation
In thisletter, we present a novel optimization-based framework for autonomous excavator
trajectory generation under task-specific constraints. Traditional excavation trajectory …
trajectory generation under task-specific constraints. Traditional excavation trajectory …
Real-time motion planning of a hydraulic excavator using trajectory optimization and model predictive control
Automation of excavation tasks requires real-time trajectory planning satisfying various
constraints. To guarantee both constraint feasibility and real-time trajectory re-plannability …
constraints. To guarantee both constraint feasibility and real-time trajectory re-plannability …
Spline-based optimal trajectory generation for autonomous excavator
J Zhao, Y Hu, C Liu, M Tian, X **a - Machines, 2022 - mdpi.com
In this paper, we propose a novel trajectory generation method for autonomous excavator
teach-and-plan applications. Rather than controlling the excavator to precisely follow the …
teach-and-plan applications. Rather than controlling the excavator to precisely follow the …
Model Predictive Control for Unmanned Excavator Based on Skilled Operator's Operation Trajectory
Z **, M Gong, D Zhao, B Su, J Zhu, Y Zhang… - IEEE Access, 2024 - ieeexplore.ieee.org
The operational trajectory of a skilled operator holds significant guiding implications for the
motion control of unmanned excavators. This study collects and analyzes the operational …
motion control of unmanned excavators. This study collects and analyzes the operational …
Trajectory generation for an automated excavator
B Lee, HJ Kim - 2014 14th International Conference on Control …, 2014 - ieeexplore.ieee.org
For autonomous excavating, the trajectories should be generated for specific tasks for an
excavator. We generate the trajectory using virtual motion camouflage (VMC). For trajectory …
excavator. We generate the trajectory using virtual motion camouflage (VMC). For trajectory …
Task space-based dynamic trajectory planning for digging process of a hydraulic excavator with the integration of soil–bucket interaction
Z Zou, J Chen, X Pang - … Engineers, Part K: Journal of Multi …, 2019 - journals.sagepub.com
In this paper, a task space-based methodology for dynamic trajectory planning for digging
process of a hydraulic excavator is presented, with the integration of soil–bucket interaction …
process of a hydraulic excavator is presented, with the integration of soil–bucket interaction …
Deep learning-based prediction of throttle value and state for wheel loaders
J Huang, X Cheng, Y Shen, D Kong, J Wang - Energies, 2021 - mdpi.com
Accurate prediction of the throttle value and state for wheel loaders can help to achieve
autonomous operation, thereby reducing the cost and accident rate. However, existing …
autonomous operation, thereby reducing the cost and accident rate. However, existing …
[PDF][PDF] 智能化挖掘机的研究现状与发展趋势
**运华, 范茹军, 杨丽曼, 赵斌, 权龙 - 机械工程学报, 2020 - scholar.archive.org
智能化挖掘机是传统挖掘机与人工智能, 自动控制和信息物理网络等技术深度融合的产物.
相对于传统挖掘机, 其拥有更高的功率利用率及作业精度, 集远程作业, 环境感知 …
相对于传统挖掘机, 其拥有更高的功率利用率及作业精度, 集远程作业, 环境感知 …