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Sensor architecture model for unmanned aerial vehicles dedicated to electrical ...

Berger, Guido; Braun, João; Oliveira Júnior, Alexandre de; Lima, José; Pereira, Ana I.; Valente, António; Soares, Salviano; Rech, Lucas C.

This research proposes positioning obstacle detection sensors by multirotor unmanned aerial vehicles (UAVs) dedicated to detailed inspections in high voltage towers. Different obstacle detection sensors are analyzed to compose a multisensory architecture in a multirotor UAV. The representation of the beam pattern of the sensors is modeled in the CoppeliaSim simulator to analyze the sensors’ coverage and detecti...

Date: 2023   |   Origin: Biblioteca Digital do IPB

Adaptive path planning for fusing rapidly exploring random trees and deep reinf...

Castro, Gabriel G.R.; Berger, Guido; Cantieri, Álvaro R.; Teixeira, Marco; Lima, José; Pereira, Ana I.; Pinto, Milena F.

Unmanned aerial vehicles (UAV) are a suitable solution for monitoring growing cultures due to the possibility of covering a large area and the necessity of periodic monitoring. In inspection and monitoring tasks, the UAV must find an optimal or near-optimal collision-free route given initial and target positions. In this sense, path-planning strategies are crucial, especially online path planning that can repre...

Date: 2023   |   Origin: Biblioteca Digital do IPB

Cooperative heterogeneous robots for autonomous insects trap monitoring system ...

Berger, Guido; Teixeira, Marco; Cantieri, Álvaro R.; Lima, José; Pereira, Ana I.; Valente, António; Castro, Gabriel G.R.; Pinto, Milena F.

The recent advances in precision agriculture are due to the emergence of modern robotics systems. For instance, unmanned aerial systems (UASs) give new possibilities that advance the solution of existing problems in this area in many different aspects. The reason is due to these platforms’ ability to perform activities at varying levels of complexity. Therefore, this research presents a multiple-cooperative rob...

Date: 2023   |   Origin: Biblioteca Digital do IPB

Sensorial testbed for high-voltage tower inspection with UAVs

Berger, Guido; Oliveira Júnior, Alexandre de; Braun, João; Lima, José; Pinto, Milena F.; Valente, António; Pereira, Ana I.; Cantieri, Álvaro R.

This work presents a methodology for characterizing ultrasonic and LASER sensors aimed at detecting obstacles within the context of electrical inspections by multirotor Unmanned Aerial Vehicles (UAVs). A set of four ultrasonic and LASER sensor models is evaluated against eight target components, typically found in high-voltage towers. The results show that ultrasonic sensor arrays displaced 25 ∘ apart reduce th...

Date: 2023   |   Origin: Biblioteca Digital do IPB

Proposal of a visual positioning architecture for master-slave autonomous UAV a...

Rech, Lucas Coradin; Bonzatto Junior, Luciano; Berger, Guido; Lima, José; Cantieri, Álvaro R.; Wehrmeister, Marco Aurélio

Autonomous UAVs offer advantages in industrial, agriculture, environment inspection, and logistics applications. Sometimes the use of cooperative UAVs is important to solve specific demands or achieve productivity gain in these applications. An important technical challenge is the precise positioning between two or more UAVs in a cooperative task flight. Some techniques provide solutions, like the GNSS position...

Date: 2023   |   Origin: Biblioteca Digital do IPB

Artificial intelligence architecture based on planar LIDAR scan data to detect ...

Ferraz, Matheus; Júnior, Luciano B.; Komori, Aroldo S.K.; Rech, Lucas C.; Schneider, Guilherme H.T.; Berger, Guido; Cantieri, Álvaro R.; Lima, José

The technological advances in Unmanned Aerial Vehicles (UAV) related to energy power structure inspection are gaining visibility in the past decade, due to the advantages of this technique compared with traditional inspection methods. In the particular case of power pylon structure and components, autonomous UAV inspection architectures are able to increase the efficacy and security of these tasks. This kind of...

Date: 2021   |   Origin: Biblioteca Digital do IPB

Cooperative UAV–UGV autonomous power pylon inspection: an investigation of coop...

Cantieri, Álvaro R.; Ferraz, Matheus; Szekir, Guido; Teixeira, Marco António; Lima, José; Oliveira, Andre Schneider; Wehrmeister, Marco Aurelio

Realizing autonomous inspection, such as that of power distribution lines, through unmanned aerial vehicle (UAV) systems is a key research domain in robotics. In particular, the use of autonomous and semi-autonomous vehicles to execute the tasks of an inspection process can enhance the efficacy and safety of the operation; however, many technical problems, such as those pertaining to the precise positioning and...

Date: 2020   |   Origin: Biblioteca Digital do IPB

Proposal of an augmented reality tag uav positioning system for power line towe...

Cantieri, Álvaro R.; Wehrmeister, Marco Aurélio; Oliveira, Andre Schneider; Lima, José; Ferraz, Matheus; Szekir, Guido

Autonomous inspection Unmanned Aerial Vehicle systems are an essential research area, including power line distribution inspection. Considerable efforts to solve the demanding presented in the autonomous U AV inspection process are present in technical and scientific research. One of these challenges is the precise positioning and fly control of the U AV around the energy structures, which is vital to assure th...

Date: 2020   |   Origin: Biblioteca Digital do IPB

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