Bridging the Gap between Simulation and Real Autonomous UAV Flights in Industrial Applications

Author:

Perez-Segui Rafael1ORCID,Arias-Perez Pedro1ORCID,Melero-Deza Javier1ORCID,Fernandez-Cortizas Miguel1ORCID,Perez-Saura David1ORCID,Campoy Pascual1ORCID

Affiliation:

1. Computer Vision and Aerial Robotics Group, Centre for Automation and Robotics (C.A.R.), Universidad Politécnica de Madrid (UPM-CSIC), 28006 Madrid, Spain

Abstract

The utilization of autonomous unmanned aerial vehicles (UAVs) has increased rapidly due to their ability to perform a variety of tasks, including industrial inspection. Conducting testing with actual flights within industrial facilities proves to be both expensive and hazardous, posing risks to the system, the facilities, and their personnel. This paper presents an innovative and reliable methodology for developing such applications, ensuring safety and efficiency throughout the process. It involves a staged transition from simulation to reality, wherein various components are validated at each stage. This iterative approach facilitates error identification and resolution, enabling subsequent real flights to be conducted with enhanced safety after validating the remainder of the system. Furthermore, this article showcases two use cases: wind turbine inspection and photovoltaic plant inspection. By implementing the suggested methodology, these applications were successfully developed in an efficient and secure manner.

Funder

Madrid Government under the R&D Synergic Projects Program

European Union through the Horizon Europe

Spanish Ministry of Science and Innovation under the program “Projects for Knowledge Generating”

Spanish Ministry of Science and Innovation

Spanish Ministry for Universities

Publisher

MDPI AG

Subject

Aerospace Engineering

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