| 基于TLP模型的智能AGV三维实时路径规划研究 |
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| 引用本文： | 于营,毛睿,潘玉霞,贾树文.基于TLP模型的智能AGV三维实时路径规划研究[J].包装工程,2019,40(3):218-222. |
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| 作者姓名： | 于营 毛睿 潘玉霞 贾树文 |
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| 作者单位： | 三亚学院信息与智能工程学院,三亚,572022;深圳大学计算机与软件学院,深圳,518060;三亚学院教务处,三亚,572022 |
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| 基金项目： | 海南省科技厅自然科学基金（617182）；海南省高等学校科学研究项目（Hnky2017-57） |
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| 摘 要： | 目的为了更好地规划出最优可行路径。方法采用三层规划模型(TLP)改进的三维实时路径规划算法,首先从AGV的控制性能入手,基于现实场景的多重约束设定威胁等级函数,利用TLP和改进RRT优化算法规划出更加平滑的最优路径。结果目标函数及TLP的决策变量可以确保AGV准确到达目标位置。结论实验结果表明,所提算法具有更好的效率与效果。
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| 关 键 词： | AGV 路径规划 TLP模型 改进RRT优化算法 |
| 收稿时间： | 2018/8/13 0:00:00 |
| 修稿时间： | 2019/2/10 0:00:00 |
3D Real-time Path Planning of Intelligent AGV Based on TLP Model |
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| YU Ying,MAO Rui,PAN Yu-xia and JIA Shu-wen.3D Real-time Path Planning of Intelligent AGV Based on TLP Model[J].Packaging Engineering,2019,40(3):218-222. |
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| Authors: | YU Ying MAO Rui PAN Yu-xia and JIA Shu-wen |
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| Affiliation: | 1.School of Information and Intelligent Engineering, University of Sanya, Sanya 572022, China,2.College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China,1.School of Information and Intelligent Engineering, University of Sanya, Sanya 572022, China and 3.Academic Administration, University of Sanya, Sanya 572022, China |
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| Abstract: | The work aims to plan the optimal feasible path better. An improved three-dimensional real-time path planning algorithm based on three-level programming model (TLP) was proposed. Firstly, starting from the control performance of AGV, the threat level function was set by multiple constraints based on real scene, and a smoother optimal path was planned with TLP and improved RRT optimization algorithm. The objective function and the decision variables of TLP could ensure that AGV reached the target location accurately. Experimental results show that the proposed algorithm has better efficiency and effectiveness. |
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| Keywords: | AGV path planning TLP model improved RRT optimization algorithm |
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