通过有效的决策,将工业4.0应用于公司的生产活动中
1Department of Economics of Industrial Production Management, Perm National Research Polytechnic University, Perm, Russia. alekss.perm@gmail.com.
Scientific reports
|October 1, 2025
概括
工业4.0 (I4.0) 实施通过先进的决策系统推动生产力. 成功的数字化转型取决于将技术与战略组织变革相结合,以提高制造业的竞争力.
科学领域:
- 制造业 制造技术 制造技术
- 运营管理 运营管理
- 数字化转型 数字化转型
背景情况:
- 工业4.0 (I4.0) 技术为生产过程提供了革命性的潜力.
- 有效的决策对于实现I4.0的好处至关重要.
- 传统的精益制造与全面的I4.0方法有很大的不同.
研究的目的:
- 检查精益制造和工业4.0之间的关键差异.
- 突出决策系统在I4.0实施中的关键作用.
- 探索人工智能 (AI) 在I4.0决策中的整合.
主要方法:
- 制造方法的比较分析.制造方法的比较分析.
- 审查I4.0实施因素和结果.
- 讨论人工智能在决策中的应用,风险和好处.
主要成果:
- I4.0的实施显著提高了运营效率,预测,定制灵活性和竞争力.
- 成功采用I4.0是一种组织转型,而不仅仅是技术升级.
- 人工智能增强了决策过程,解决风险和解决生产挑战.
结论:
- 有效的决策,特别是人工智能,与成功的工业4.0采用密切相关.
- 制造业企业需要技术专业知识和战略决心,以实现数字化转型.
- I4.0 成功需要一个结构良好的,知情的,灵活的决策框架.
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