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Updated: Sep 19, 2025

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基于人工智能驱动的物联网绿色供应链,以减少可持续制造业中的碳排放
Luyao Zhang1, Nisreen Innab2, Shuhaida Mohamed Shuhidan3
1College of Wealth Management, Ningbo University of Finance and Economics, Ningbo, 315175, China.
Journal of environmental management
|June 17, 2025
概括
本研究介绍了人工智能辅助,物联网驱动的制造业绿色供应链的框架,以减少碳排放. 它使用改进的支持向量的回归来证明了显著的排放减少,促进了可持续的工业4.0实践.
科学领域:
- 环境科学 环境科学
- 信息技术 信息技术 信息技术
- 工业工程 工业工程 工业工程
背景情况:
- 绿色智能供应链的兴起整合了信息技术,以改善各行业的运营标准.
- 人工智能 (AI) 和物联网 (IoT) 正在改变供应链,提高效率并减少对环境的影响.
- 制造业对碳排放做出了重大贡献,需要可持续的解决方案.
研究的目的:
- 为制造业提出一个整合人工智能辅助,物联网驱动的绿色供应链的框架.
- 通过人工智能驱动的碳减排策略实现净零碳排放.
- 通过绿色管理,产品和技术创新来提高可持续发展目标的有效性.
主要方法:
- 为人工智能辅助,物联网驱动的绿色供应链制定框架.
- 应用人工智能,特别是改进的支持向量的回归,以减少碳排放.
- 将绿色管理,绿色产品和绿色技术创新纳入供应链框架.
主要成果:
- 通过拟议框架显著减少碳排放.
- 验证了人工智能和物联网在创造智能和可持续供应链实践方面的有效性.
- 强调绿色管理,产品和创新在实现可持续发展目标中的关键作用.
结论:
- 拟议的框架有效地减少制造业内的碳排放.
- 由人工智能和物联网驱动的智能制造对于可持续的未来至关重要.
- 这项研究为未来专注于绿色供应链管理和智能制造的项目提供了基础.
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