A blockchain-based approach to enhance transparency and sustainability in a joint pricing and closed-loop supply chain network design problem.

IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Shayan Firouzian-Haji, S Emran Eshghollahi, Matineh Ziari, Reza Tavakkoli-Moghaddam, Parsa Rezaei
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引用次数: 0

Abstract

This paper explores how blockchain technology (BCT) and decentralized autonomous organizations (DAOs) can effectively address challenges in supply chain management (SCM) by enhancing transparency, improving traceability, and reducing fraud. To this aim, a closed-loop supply chain (CLSC) model is introduced, integrating DAOs and smart contracts to promote environmental responsibility, economic viability, and social sustainability. The approach begins with developing a novel bi-objective sustainable joint pricing and closed-loop network design model, prioritizing profitability while ensuring compliance with environmental regulations and social responsibilities. Then, an integrated framework is created that combines smart contracts and DAOs to tackle transparency issues in product pricing and CO2 emission taxes. This framework empowers stakeholders to make real-time collective decisions, enhancing agility and flexibility through various strategies, including adopting green machinery, minimizing production lines, and utilizing off-chain processing. For optimizing the developed model was solved with the NSGA-III algorithm. The approach is applied to a real-world industrial case, the Hamedan Glass Industry, where a balanced environmentally-aware solution with off-chain processing yields net profit $237,659 and -0.0366 rate of incidences per person for social aspect of sustainability, with a final price of $2.88 for product. Profit-only optimization raises net profit by approximately 1 % with regard to the balanced solution, and by approximately 4.3 % against strongly social-weighted solutions. Implementing off-chain emission checks then enabling carbon-neutralization, followed by a reduction in production capacity in over-threshold centers results in a balanced outcome of higher profits but at the cost of a higher incidence rate. These results showcased the proposed framework's practical benefits and providing valuable insights applicable to various sectors.

基于区块链的方法,以提高联合定价和闭环供应链网络设计问题的透明度和可持续性。
本文探讨了区块链技术(BCT)和去中心化自治组织(dao)如何通过提高透明度、改善可追溯性和减少欺诈来有效应对供应链管理(SCM)中的挑战。为此,引入了闭环供应链(CLSC)模型,整合了dao和智能合约,以促进环境责任、经济可行性和社会可持续性。该方法首先开发了一种新的双目标可持续联合定价和闭环网络设计模型,优先考虑盈利能力,同时确保遵守环境法规和社会责任。然后,创建一个集成框架,将智能合约和dao结合起来,以解决产品定价和二氧化碳排放税的透明度问题。该框架使利益相关者能够做出实时集体决策,通过各种战略提高敏捷性和灵活性,包括采用绿色机械、最小化生产线和利用链下加工。为了优化所建立的模型,采用NSGA-III算法进行求解。该方法被应用于一个现实世界的工业案例,Hamedan玻璃工业,其中一个平衡的环境意识解决方案与链下加工产生净利润237,659美元,人均可持续性社会方面的事件率为-0.0366,最终产品价格为2.88美元。纯利润优化使平衡解决方案的净利润提高了约1%,对强社会加权解决方案的净利润提高了约4.3%。实施链下排放检查,然后实现碳中和,然后在超过阈值的中心减少生产能力,结果是更高利润的平衡结果,但代价是更高的发生率。这些结果显示了拟议框架的实际效益,并提供了适用于各个部门的宝贵见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Environmental Management
Journal of Environmental Management 环境科学-环境科学
CiteScore
13.70
自引率
5.70%
发文量
2477
审稿时长
84 days
期刊介绍: The Journal of Environmental Management is a journal for the publication of peer reviewed, original research for all aspects of management and the managed use of the environment, both natural and man-made.Critical review articles are also welcome; submission of these is strongly encouraged.
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