This article aims to review the literature on condition-based maintenance (CBM) by analyzing various terms, applications, and challenges. CBM is a technique that monitors existing condition of an industrial asset determine what needs be performed. enlightens readers with research in using machine learning artificial intelligence techniques related literature. A bibliometric analysis performed d...