Vijaya Lakshmi, T.R. et al. 2025. Digital Twin-Enabled Predictive Maintenance Framework for Smart Manufacturing Systems. International Academic Journal of Science and Engineering. 12, 4 (Dec. 2025), 33–44. DOI:https://doi.org/10.71086/IAJSE/V12I4/IAJSE1235.