A novel method for early gear pitting fault diagnosis using stacked sae and gbrbm

HIGHLIGHTS

• who: Jialin Li and colleagues from the School of Mechanical Engineering and Automation, Northeastern University, Shenyang, China have published the research work: A Novel Method for Early Gear Pitting Fault Diagnosis Using Stacked SAE and GBRBM, in the Journal: Sensors 2019, x of /2019/
• what: In this paper, vibration data collected from experiments of seven gears with early gear pitting faults on a gear test rig were used to validate the proposed method.
• how: This paper proposes a novel method by stacking spare autoencoder (SAE) and Gauss-Binary restricted Boltzmann machine (GBRBM) for . . .
  

   

  

  If you want to have access to all the content you need to log in!

  Thanks :)

  Username or E-mail:

  If you don't have an account, you can create one here.