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

1 code implementation • Advances in Mechanical Engineering 2022 • Tadas Žvirblis, Linas Petkevičius, Damian Bzinkowski, Dominykas Vaitkus, Pranas Vaitkus, Mirosław Rucki, Artūras Kilikevičius

Random forest model demonstrated the best classification level using aggregated signal data with accuracy of 85% and F1-score for loaded and unloaded conditions of 85% and 69%, respectively.

Classification