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人工智能和物联网在制药制造中的整合:智能协同作用
Reshma Kodumuru1, Soumavo Sarkar2, Varun Parepally3
1KBI Biopharma, Inc., Durham, NC 27704, USA.
Pharmaceutics
|March 27, 2025
概括
人工智能 (AI) 和物联网 (IoT) 的整合提高了制药制造效率和质量控制. 这篇评论探讨了人工智能和物联网应用,挑战以及自主生产的未来趋势.
科学领域:
- 制药制造业 制药制造业 制药制造业
- 工业自动化 工业自动化
- 数字化转型 数字化转型
背景情况:
- 人工智能和物联网的整合在制药制造中弥合了数字和物理的差距.
- 物联网传感器中的AI算法改善了生产流程和质量控制.
- 可实现实时分析,预测性维护和自动化,用于持续监控.
研究的目的:
- 审查了人工智能和物联网在制药行业的当前应用.
- 探讨了人工智能和物联网与云计算和数据分析集成的潜在影响.
- 概述了自主制药制造业的未来.
主要方法:
- 在制药生产中对AI和物联网应用的文献综述.
- 对案例研究的分析表明,产品质量得到了改善,停机时间减少.
- 讨论启用技术,如云计算和数据分析.
主要成果:
- 人工智能和物联网的整合显示了工业预测分析和质量控制方面的改进.
- 案例研究强调了提高产品质量和减少制造停机时间.
- 确定的挑战包括数据集成,道德考虑和监管合规性.
结论:
- 人工智能和物联网的整合提供了克服生产障碍的框架.
- 提高效率,个性化和可持续性是关键的好处.
- 未来的趋势包括药物发现中的AI和数据可追溯性的区块链.
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