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Automatic Wiring of Cables for Complex Mechatronic Products Based on Multi Rules Particle Swarm Optimization
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Fa-lin WANG, Jian-hua GONG, Ying-ji JIANG, Sun-xuan XIE
Science Technology and Engineering | 2025, 25(5) : 1996 - 2008
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Science Technology and Engineering | 2025, 25(5): 1996-2008
Papers·Automation and Computational Technology
Automatic Wiring of Cables for Complex Mechatronic Products Based on Multi Rules Particle Swarm Optimization
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Fa-lin WANG, Jian-hua GONG, Ying-ji JIANG, Sun-xuan XIE
Affiliations
  • School of Aeronautical Manufacturing Engineering, Nanchang Hangkong University, Nanchang 330063, China
Published: 2025-02-18 doi: 10.12404/j.issn.1671-1815.2401892
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Aiming at the problem of time-consuming and labor-intensive routing path design in the cable layout design of complex electromechanical products, an automatic routing technology for complex electromechanical product cables based on multi rules particle swarm algorithm was proposed. Firstly, the cable routing environment of electromechanical products was analyzed, and the routing path was abstracted into a sequence of points to complete the definition of cable routing space. Through pose transformation, the problem of difficult interference detection between wiring paths and parts in electromechanical products was solved. In order to make full use of the wiring space, the particle multiple rules were introduced into the particle swarm optimization algorithm. By using particle number, multi-scale collision detection, adjacent waypoint replacement method and fourth-order quasi-uniform B-spline curve method, the problem that the routing environment is complicated and the optimal solution cannot be obtained was solved, and the searching ability, solving speed and routing quality of the algorithm were improved. Through simulation analysis and comparison with other algorithms, the superiority of the algorithm is proved. The example proves that the proposed method can search feasible paths efficiently during routing. The generated routing paths do not interfere with parts in three-dimensional space, and there are no mutation points in the path fairing, which provides a new idea for the automatic routing of complex electromechanical products.

cables automatic wiring  /  collision detection  /  wiring path optimization  /  particle swarm optimization  /  complex mechatronic products
Fa-lin WANG, Jian-hua GONG, Ying-ji JIANG, Sun-xuan XIE. Automatic Wiring of Cables for Complex Mechatronic Products Based on Multi Rules Particle Swarm Optimization[J]. Science Technology and Engineering, 2025 , 25 (5) : 1996 -2008 . DOI: 10.12404/j.issn.1671-1815.2401892
Year 2025 volume 25 Issue 5
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doi: 10.12404/j.issn.1671-1815.2401892
  • Receive Date:2024-03-17
  • Online Date:2025-07-29
  • Published:2025-02-18
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  • Received:2024-03-17
  • Revised:2024-11-20
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    School of Aeronautical Manufacturing Engineering, Nanchang Hangkong University, Nanchang 330063, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
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Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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