Path Planning of Unmanned Aerial Systems for Visual Inspection of Power Transmission Lines and Towers

被引:8
|
作者
Ahmed, M. D. Faiyaz [1 ]
Mohanta, J. C. [1 ]
Sanyal, Alok [1 ]
Yadav, Pankaj Singh [1 ]
机构
[1] MNNIT Allahabad, Dept Mech Engn, Prayagraj, India
关键词
Overhead transmission lines; Particle Swarm Optimization; Power lines; Transmission tower; UAS; Visual inspection; ALGORITHM;
D O I
10.1080/03772063.2023.2175053
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The inspection of power transmission and distribution systems is performed visually by foot patrolling and helicopter methods. These methods have various disadvantages such as time-consuming, high operating cost, safety issues, and improper results. To overcome this issue, power utility companies are searching for the alternatives like Unmanned Aerial Systems (UAS) or drones. UAS are safe, cost effective, and requires less time for power transmission line inspection compared to the regular methods. In this manuscript, a decisive flight path planning for UAS to visually inspect a power transmission line and towers is explained. The objective of this paper is to maximize the performance of three functions such as coverage of transmission tower, quality of captured image, and flight time. Second, proposing an automated inspection strategy for UAS to follow the overhead power transmission lines. These objectives are achieved by formulating a cost function, to convert the path planning into a safe operation for UAS. The results of Particle Swarm Optimization (PSO) and Simulated Annealing (SA) are compared to find the best path for UAS. The experimental finding shows that PSO algorithm has higher efficiency and effectiveness compared to the SA algorithm and benefits the UAS with a safe flight path for the inspection of power transmission towers.
引用
收藏
页码:3259 / 3279
页数:21
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