Title :
Uniform coverage structural inspection path?planning for micro aerial vehicles
Author :
Kostas Alexis;Christos Papachristos;Roland Siegwart;Anthony Tzes
Author_Institution :
Autonomous Systems Lab at ETH Zurich, Leonhardstrasse 21, 8092, Zurich, Switzerland
Abstract :
This work proposes a new path-planning framework that provides uniform coverage of 3D structures by employing an iterative strategy to improve the inspection path that benefits from remeshing-techniques, while the first full solution is computed very fast. The resulting paths inspect each detail of the structure from a distance that directly depends to the local geometrical complexity of the structure and viewpoints are selected accordingly. For each admissible set of viewpoints, a Traveling Salesman Problem is solved and leads to the inspection route that the algorithm outputs at each iteration. The proposed path-planning algorithm is initially evaluated in extensive simulation studies. Finally, an experimental case study using a Micro Aerial Vehicle and a realistic mockup model of a power transformer is conducted, validating the advantages of the proposed scheme in conducting fine-quality inspection.
Keywords :
"Inspection","Face","Computational modeling","Three-dimensional displays","Load modeling","Vehicles","Heuristic algorithms"
Conference_Titel :
Intelligent Control (ISIC), 2015 IEEE International Symposium on
Electronic_ISBN :
2158-9879
DOI :
10.1109/ISIC.2015.7307280