Priyanka Panchal 2025. AI-Based Predictive Maintenance Systems for Smart Manufacturing: A Review and Future Outlook. International Journal of Research and Review in Applied Science, Humanities, and Technology. 2, 4 (Oct. 2025), 291–295. DOI:https://doi.org/10.71143/wzg80v68.