收藏切换
Unmanned aerial vehicle wind farm inspection path planning based on real-time potential landing safety constraints
收藏切换
PDF
Xiaobing HU1, Ze LU1, Hang LI1, Hang ZHOU2
China Safety Science Journal | 2025, 35(2) : 28 - 39
Less
收藏切换
China Safety Science Journal | 2025, 35(2): 28-39
Safety engineering technology
Unmanned aerial vehicle wind farm inspection path planning based on real-time potential landing safety constraints
Full
Xiaobing HU1, Ze LU1, Hang LI1, Hang ZHOU2
Affiliations
  • 1 College of Safety Science and Engineering,Civil Aviation University of China,Tianjin 300300,China
  • 2 College of Electronic Information and Automation,Civil Aviation University of China,Tianjin 300300,China
Published: 2025-02-28 doi: 10.16265/j.cnki.issn1003-3033.2025.02.0865
Outline
收藏切换

In order to improve the inspection efficiency and safety of UAV inspections for wind turbines,a reasonable planning of the UAV inspection path was proposed. A method for UAV inspection path planning based on real-time emergency landing safety constraints was introduced. First,a safety calculation model for emergency landing areas was established. It based on the dynamic endurance capacity of UAV affected by wind speed and direction,as well as constraints such as flight path emergency landing,to assess the safety of the inspection path and establish safety constraints. Then,regarding the objective function of the length of UAV inspection path,an optimal inspection path planning method based on the characteristics of RSA was proposed. This method effectively solved TSP for UAV inspections in wind farms under safety constraints,utilizing the discrete and multi-agent characteristics of RSA algorithm to plan the inspection path for wind farms. Finally,comparative experiments and simulations of wind farms were conducted for different algorithms. results indicated that the real-time emergency landing safety constraint model can comprehensively calculate safe routes by integrating various risk factors,enhancing the safety of the inspection path. RSA algorithm can quickly solve TSP problem for wind farm inspections under safety constraints,improving the level of inspection path planning.

real-time emergency landing  /  safety constraint  /  wind farm  /  unmanned aerial vehicle (UAV)  /  inspection  /  path planning  /  ripple spreading algorithm (RSA)  /  traveling salesman problem (TSP)
Xiaobing HU, Ze LU, Hang LI, Hang ZHOU. Unmanned aerial vehicle wind farm inspection path planning based on real-time potential landing safety constraints[J]. China Safety Science Journal, 2025 , 35 (2) : 28 -39 . DOI: 10.16265/j.cnki.issn1003-3033.2025.02.0865
Year 2025 volume 35 Issue 2
PDF
506
223
Cite this Article
BibTeX
Article Info
doi: 10.16265/j.cnki.issn1003-3033.2025.02.0865
  • Receive Date:2024-09-10
  • Online Date:2025-07-05
  • Published:2025-02-28
Article Data
Affiliations
History
  • Received:2024-09-10
  • Revised:2024-11-12
Funding
Affiliations
    1 College of Safety Science and Engineering,Civil Aviation University of China,Tianjin 300300,China
    2 College of Electronic Information and Automation,Civil Aviation University of China,Tianjin 300300,China
References
Share
https://castjournals.cast.org.cn/joweb/zgaqkxxb/EN/10.16265/j.cnki.issn1003-3033.2025.02.0865
Share to
QR

Scan QR to access full text

Cite this article
BibTeX
Citations
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
total species (%)

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
关闭全屏
  • BibTeX
  • EndNote
  • RefWorks
  • TxT