制药业的未来:人工智能、自动化和机器人技术的作用

Manoj Kumar T., Preethi B., Raja Shekhar Nunavath, Krishnaveni Nagappan
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引用次数: 0

摘要

自 19 世纪以来,智能工厂和制药业的未来已经发生了重大发展。自 20 世纪 80 年代以来,随着人工智能(AI)的出现,计算机已被用于制药领域。此外,自动化和机器人技术也被用于制药业,以提高药品研发和生产的效率。本综述文章涵盖了人工智能、自动化和机器人技术在制药行业的未来作用。本综述文章在相关数据库(包括 PubMed、Scopus 和 Web of Science)中采用了全面的搜索策略,并使用了人工智能、自动化、机器人和制药业等关键词。文章重点考虑了制药行业中人工智能、自动化和机器人技术交叉领域的最新进展和新兴趋势。人工智能结合了预测性机器学习和推理技术,有助于分子的临床前鉴定,并在进行临床试验前预测潜在的先导化合物。自动化在生产线、配电和控制机器的监控和预测性维护方面具有显著优势。机器人流程自动化通过连接计算机终端来处理各种生产流程要素,从而提高了效率。人工智能、自动化和机器人技术引发了医疗保健业务的创新,使全球生态系统和医疗保健服务受益匪浅。将这些先进工具应用于制药行业,从原材料选择到最终产品开发,可以提高制药产品的质量和安全性,并减少时间和成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Future of Pharmaceutical Industry: Role of Artificial Intelligence, Automation, and Robotics
The future of smart factories and pharmaceutical industries has evolved significantly since the 19th century. Computers have been used in the pharmaceutical field since the 1980s with the emergence of artificial intelligence (AI). In addition, automation and robotics are used in the pharmaceutical industry to improve the efficiency of pharmaceutical development and production. The present review article covers the future roles of AI, automation and robotics in pharmaceutical industries. The current review article employed a comprehensive search strategy across relevant databases, including PubMed, Scopus and Web of Science, utilizing keywords such as AI, Automation, Robotics and Pharmaceutical Industries. The articles considered a focus on recent advancements and emerging trends in the intersection of AI, automation and robotics within pharmaceutical sectors. AI, incorporating predictive machine learning and reasoning techniques, aids in the preclinical identification of molecules and forecasting potential lead compounds before conducting clinical trials. automation offers significant benefits in monitoring and predictive maintenance of production lines, power distribution and control machines. Robotic process automation improves efficiency by connecting computer terminals to handle various manufacturing process elements. Artificial intelligence, automation and Robotics have sparked innovations in the healthcare business, benefiting the global ecosystem and healthcare delivery. Incorporating these advanced tools in pharmaceutical industries from raw material selection to final product development could improve the quality and safety of the pharmaceutical products and reduce the time and cost.
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