Path Planning Based on ACO for Mobile Robot in Unstructured Space of Nuclear Power Plant

The application of nuclear power robots to achieve daily inspection of nuclear power plants can effectively improve the efficiency and safety of inspection. In this paper, the path planning of mobile robot in unstructured space environment of nuclear power plant is studied. Firstly, according to the layout of nuclear facilities such as pressure vessels inside nuclear power plants, we constructed the robot inspection environment containing obstacles by raster processing. Then, the obstacleavoidance path planning algorithm based on ACO is carried out to ensure the completion of inspection tasks. Finally, the simulation results verify that the path planning algorithm based on ACO can effectively ensure the completion of inspection task by mobile robot in different unstructured space of nuclear power plant.

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Publication Details

Published
2025-05-17
DOI
https://doi.org/10.1109/icet64964.2025.11103218
Primary Topic
Robotic Path Planning Algorithms
Type
article
Field-Weighted Citation Impact
0.00

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Path Planning Based on ACO for Mobile Robot in Unstructured Space of Nuclear Power Plant

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Robotic Path Planning Algorithms
article

Path Planning Based on ACO for Mobile Robot in Unstructured Space of Nuclear Power Plant

Pengcheng Yang, Mohan Liu, Xu Jiang, Jie Chen, Yiliang Li
article en

Abstract

The application of nuclear power robots to achieve daily inspection of nuclear power plants can effectively improve the efficiency and safety of inspection. In this paper, the path planning of mobile robot in unstructured space environment of nuclear power plant is studied. Firstly, according to the layout of nuclear facilities such as pressure vessels inside nuclear power plants, we constructed the robot inspection environment containing obstacles by raster processing. Then, the obstacleavoidance path planning algorithm based on ACO is carried out to ensure the completion of inspection tasks. Finally, the simulation results verify that the path planning algorithm based on ACO can effectively ensure the completion of inspection task by mobile robot in different unstructured space of nuclear power plant.

Key Laboratory of Nuclear Radiation and Nuclear Energy Technology (CN)
National Key Research and Development Program of China
Affordable and clean energy
Openalex Percentile: Top 81%
Robotic Path Planning Algorithms
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