Rosi: A robotic system for harsh outdoor industrial inspection-system design and applications

F Rocha, G Garcia, RFS Pereira, HD Faria… - Journal of Intelligent & …, 2021 - Springer
Belt Conveyors are essential for transporting dry bulk material in different industries. Such
structures require permanent inspections, traditionally executed by human operators based …

Identifying and characterizing conveyor belt longitudinal rip by 3D point cloud processing

S Xu, G Cheng, Y Pang, Z Jin, B Kang - Sensors, 2021 - mdpi.com
Real-time and accurate longitudinal rip detection of a conveyor belt is crucial for the safety
and efficiency of an industrial haulage system. However, the existing longitudinal detection …

Investigation of deep learning models on identification of minimum signal length for precise classification of conveyor rubber belt loads

T Žvirblis, L Petkevičius, D Bzinkowski… - Advances in …, 2022 - journals.sagepub.com
In this paper, long short-term memory (LSTM) and Transformer neural network models were
developed for classification of different conveyor belt conditions (loaded and unloaded) …

Deep learning approach at the edge to detect iron ore type

E Klippel, AGC Bianchi, S Delabrida, MC Silva… - Sensors, 2021 - mdpi.com
There is a constant risk of iron ore collapsing during its transfer between processing stages
in beneficiation plants. Existing instrumentation is not only expensive but also complex and …

Data augmentation for classification of multi-domain tension signals

T Žvirblis, A Pikšrys, D Bzinkowski, M Rucki… - …, 2024 - content.iospress.com
There are different deep neural network (DNN) architectures and methods for performing
augmentation on time series data, but not all the methods can be adapted for specific …

SODA: A Real-time Simulation Framework for Object Detection and Analysis in Smart Manufacturing

P Lasek - Procedia Computer Science, 2021 - Elsevier
For modern manufacturing firms, automation has already become a norm but constantly
needs to be improved as firms still face strong demand to increase their productivity. This …

[引用][C] Deep Learning e Device Edge na implementação de detetor de rasgo de correia transportadora de minério de ferro.

E Klippel - 2021