| Issue |
RAIRO-Oper. Res.
Volume 60, Number 2, March-April 2026
|
|
|---|---|---|
| Page(s) | 1151 - 1177 | |
| DOI | https://doi.org/10.1051/ro/2026004 | |
| Published online | 06 May 2026 | |
Study on charging model of cloud manufacturing supply chain considering data security under blockchain traceability technology
School of Economics and Management, Harbin University of Science and Technology, Harbin 150080, P.R. China
* Corresponding author: This email address is being protected from spambots. You need JavaScript enabled to view it.
Received:
8
July
2024
Accepted:
6
January
2026
Abstract
Blockchain traceability technology enhances supply chain transparency and data security in cloud manufacturing supply chain, thereby affecting the choice of charging models. This paper innovatively integrates blockchain traceability technology with cloud data security management to construct a cloud manufacturing supply chain model that includes operators and suppliers. It conducts an in-depth analysis of equilibrium decisions under different charging models across varying levels of blockchain traceability technology, and designs a cost-sharing and revenue-sharing contract to coordinate the interests of all parties in the supply chain. It identifies four important results. First, as the level of blockchain traceability technology transitions from weak to strong, the service price, market demand, and profit levels for all parties in the cloud manufacturing supply chain show significant improvement. Second, the sensitivity coefficient of blockchain traceability technology and the elasticity coefficient of cloud data security positively influence the cloud data security level, blockchain traceability technology level, service price, demand, and profit, whereas the associated cost coefficients exert a negative influence. Third, he combined cost-sharing-revenue-sharing contract exhibits strong robustness and can effectively coordinate the cloud manufacturing supply chain, achieving Pareto improvement. Fourth, the strategic choices of the operator and the supplier are highly dependent on the revenue-sharing ratio. Both excessively high and low ratios lead to preference misalignment, which is further exacerbated by the cost coefficients of blockchain traceability technology and cloud data security management. However, when the ratio lies within a specific intermediate range, both parties consistently favor the revenue-sharing model. Increases in the sensitivity coefficient of blockchain traceability technology and the elasticity coefficient of cloud data security further widen this cooperative range.
Mathematics Subject Classification: 90B06 / 91A80
Key words: Cloud manufacturing supply chain / blockchain traceability technology / cloud data security / Stackelberg game model / charging model research /
© The authors. Published by EDP Sciences, ROADEF, SMAI 2026
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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