Improvement of particle classification using particle expert system in automotive production

Online wear characterisation of rolling element bearing using wear particle morphological features

“…However, these methods only identify wear rate and wear severity of a machine but are not able to reflect wear mechanisms for root cause analysis. There are existing studies on wear mechanism analysis based on particle features including colours, sizes and shapes [15][16][17]. These developments can be classified into two groups.…”