Abstract:<ul>
<li>This work summarizes the state-of-the-art data-driven methods for prediction of the Remaining Useful Life<br>
(RUL)<br>
</li>
<li>It discusses challenges and open problems faced in PdM<br>
</li>
<li>This study presents a discussion on the new problems that need to be considered towards the Industry 4.0 goals<br>
</li>
<li>We propose the future direction for each challenge discussed in this article</li>
</ul>
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