Gomaa, A.H. 2025. Advancing Kaizen 4.0 for Smart Manufacturing Excellence: A Comprehensive Review and Conceptual Framework for Continuous Improvement. Mechanical Theory and Systems. 1, 1 (Jul. 2025), 1–21. DOI:https://doi.org/10.64229/a9bnhg67.