A data-driven robust optimization in viable supply chain network design by considering Open Innovation and Blockchain Technology
Summary. This paper develops a supply chain network design model that integrates open innovation and blockchain technology to improve resilience and sustainability. Using robust optimization and risk management techniques, the model minimizes costs while reducing CO2 emissions and energy consumption. The authors demonstrate that adding open innovation and blockchain platforms reduces costs by 0.2% and enhances overall supply chain performance against disruptions.
Cite this article
Lotfi, R., Hazrati, R., Aghakhani, S., Afshar, M., Amra, M., & Ali, S. S.. (2023). A data-driven robust optimization in viable supply chain network design by considering Open Innovation and Blockchain Technology. Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2023.140369
Lotfi, Reza, et al. “A data-driven robust optimization in viable supply chain network design by considering Open Innovation and Blockchain Technology.” Journal of Cleaner Production, 2023. https://doi.org/10.1016/j.jclepro.2023.140369.
Lotfi, Reza, Reza Hazrati, Sina Aghakhani, Mohamad Afshar, Mohsen Amra, and Sadia Samar Ali. 2023. “A data-driven robust optimization in viable supply chain network design by considering Open Innovation and Blockchain Technology.” Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2023.140369.
@article{lotfi-2023-data-driven-robust-optimization-viable,
title = {A data-driven robust optimization in viable supply chain network design by considering Open Innovation and Blockchain Technology},
author = {Reza Lotfi and Reza Hazrati and Sina Aghakhani and Mohamad Afshar and Mohsen Amra and Sadia Samar Ali},
journal = {Journal of Cleaner Production},
year = {2023},
doi = {10.1016/j.jclepro.2023.140369},
url = {https://doi.org/10.1016/j.jclepro.2023.140369}
}
TY - JOUR TI - A data-driven robust optimization in viable supply chain network design by considering Open Innovation and Blockchain Technology AU - Reza Lotfi AU - Reza Hazrati AU - Sina Aghakhani AU - Mohamad Afshar AU - Mohsen Amra AU - Sadia Samar Ali JO - Journal of Cleaner Production PY - 2023 DO - 10.1016/j.jclepro.2023.140369 UR - https://doi.org/10.1016/j.jclepro.2023.140369 ER -
Details
- DOI
- 10.1016/j.jclepro.2023.140369
- Countries
- United States
- Regions
- North America
- Categories
- food-systems, innovation-networks, climate-and-environment, general-innovation
- Added
- 2026-04-28