Long short-term memory based fault diagnosis of rolling element bearings using vibration signals

Devendra Sahu, Ritesh Kumar Dewangan, Surendra Pal Singh Matharu, Deparment of Mechanical Engineering, Chhattisgarh Swami Vivekanand Technical University, Deparment of Mechanical Engineering, Rungta College of Engineering and Technology, Deparment of Mechanical Engineering, National Institute of Technology

Journal of Vibration and Control

Published online on March 17, 2025

Abstract

Journal of Vibration and Control, Volume 32, Issue 9-10, Page 2116-2127, May 2026.
The reliable and efficient operation of rotating machinery in various industries relies on the condition of bearings, which play a crucial role in reducing friction, supporting loads, preventing wear, and extending equipment lifespan. However, accurate ...