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2024 | OriginalPaper | Buchkapitel

Intelligent Path Planning Method of Logistics Distribution Robot in Building

verfasst von : Zeguang Han, Ruiqin Hao, Xincheng Chen, Yu Han, Facai Liu, Qiushi Qi

Erschienen in: Proceedings of 2023 the 6th International Conference on Mechanical Engineering and Applied Composite Materials

Verlag: Springer Nature Singapore

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Abstract

A general methodology for dynamic obstacle avoidance and optimal path planning of delivery robot is presented in this paper. The three-dimensional model of general environment and optimal distribution path planning of robot path planning in buildings and actual working environment are established by using grid method and path weighting method. The optimal dynamic intelligent distribution path with the minimum time or energy consumption target and the obstacle avoidance of sudden obstacles has been obtained by introducing the ant colony algorithm and artificial potential field method. The model has been applied in the simulation of material distribution in three-story building. The results indicate that the present methodology can not only be used to obtain the optimal distribution routing of material handling robot, but also to avoid sudden obstacles. Therefore, it is a practical reliable and effective modern method which lays a solid foundation for the popularization of logistics distribution robots.

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Literatur
1.
Zurück zum Zitat Deng, H.Y., Zhang, Q.Q.: Comparative study of ant colony algorithm and genetic algorithm in TSP. J. Shanxi Norm. Univ. 31(3), 34–37 (2017)MathSciNet Deng, H.Y., Zhang, Q.Q.: Comparative study of ant colony algorithm and genetic algorithm in TSP. J. Shanxi Norm. Univ. 31(3), 34–37 (2017)MathSciNet
2.
Zurück zum Zitat Zhang, X., Wang, J., Fang, Y.: Multilevel humanlike motion planning for mobile robots in complex indoor environments. IEEE Trans. Autom. Sci. Eng. 16(3), 1244–1258 (2019)CrossRef Zhang, X., Wang, J., Fang, Y.: Multilevel humanlike motion planning for mobile robots in complex indoor environments. IEEE Trans. Autom. Sci. Eng. 16(3), 1244–1258 (2019)CrossRef
3.
Zurück zum Zitat Yang, D.H., Wen, C.L.: Multi-objective path planning based on ant colony and improved PRM algorithm. J. Hangzhou Dianzi Univ. 37(3), 63–67 (2017) Yang, D.H., Wen, C.L.: Multi-objective path planning based on ant colony and improved PRM algorithm. J. Hangzhou Dianzi Univ. 37(3), 63–67 (2017)
4.
Zurück zum Zitat Coelho, V.N., Grasas, A., Ramalhinho, H.: An ILS-based algorithm to solve a large-scale real heterogeneous fleet VRP with multi-trips and docking constraints. Eur. J. Oper. Res. 250(2), 367–376 (2016)MathSciNetCrossRef Coelho, V.N., Grasas, A., Ramalhinho, H.: An ILS-based algorithm to solve a large-scale real heterogeneous fleet VRP with multi-trips and docking constraints. Eur. J. Oper. Res. 250(2), 367–376 (2016)MathSciNetCrossRef
5.
Zurück zum Zitat Jin, X.X.: Research on 3D path planning of AGV car based on improved ant colony algorithm. Comput. Appl. Softw. 39(7), 275–280 (2022) Jin, X.X.: Research on 3D path planning of AGV car based on improved ant colony algorithm. Comput. Appl. Softw. 39(7), 275–280 (2022)
6.
Zurück zum Zitat Liu, S., Zhang, Q., Zhou, D.: Obstacle avoidance path planning of space manipulator based on improved artificial potential field method. J. Inst Eng 95(1), 31–39 (2014) Liu, S., Zhang, Q., Zhou, D.: Obstacle avoidance path planning of space manipulator based on improved artificial potential field method. J. Inst Eng 95(1), 31–39 (2014)
7.
Zurück zum Zitat Han, Z.G., Hao, R.Q., Wang, D.L., Zhang, D.Z.: Life cycle innovative design method of mechanical system. Science Press, Beijing (2018) Han, Z.G., Hao, R.Q., Wang, D.L., Zhang, D.Z.: Life cycle innovative design method of mechanical system. Science Press, Beijing (2018)
8.
Zurück zum Zitat Zhang, X.L., Yang, Y.X., Xie, Y.C.: Application of Improved Ant Colony Algorithm in Robot Path Planning. Comput. Eng. Appl. 56(2), 29–34 (2020) Zhang, X.L., Yang, Y.X., Xie, Y.C.: Application of Improved Ant Colony Algorithm in Robot Path Planning. Comput. Eng. Appl. 56(2), 29–34 (2020)
9.
Zurück zum Zitat Jiang, Z.R., Shen, B.H.: Path planning method for unmanned vehicle obstacle avoidance based on dynamic artificial potential field method. Automat. Appl. 7(7), 1–3 Jiang, Z.R., Shen, B.H.: Path planning method for unmanned vehicle obstacle avoidance based on dynamic artificial potential field method. Automat. Appl. 7(7), 1–3
Metadaten
Titel
Intelligent Path Planning Method of Logistics Distribution Robot in Building
verfasst von
Zeguang Han
Ruiqin Hao
Xincheng Chen
Yu Han
Facai Liu
Qiushi Qi
Copyright-Jahr
2024
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-97-1678-4_36

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