Convolutional Neural Network (CNN) has been extensively used in bearing fault diagnosis and Remaining Useful Life (RUL) prediction. However, accompanied by CNN’s increasing performance is a deeper network structure and growing parameter size. This preve
In what respects to the hardware, the embedded platforms discussed in the previous Section 2.1 also represent a set of enabler technologies with notable relevance by providing protection mechanisms, redundancy and diversity. Furthermore, the gains in computational power and the multicore and ...
This algorithm is used to check the consistency of system processes in real time by providing inputs and receiving outputs against predetermined information from a healthier system, and it then formulates a decision using diagnostic logic. Compared to hardware, software redundancy is very cost ...