Souza, H.J. dos S. et al. 2025. Logistics 4.0 and supply chain in production engineering: technological advances and challenges in the digital age. Brazilian Journal of Production Engineering. 11, 3 (Aug. 2025), 181–190. DOI:https://doi.org/10.47456/bjpe.v11i3.48533.