探索工业 4.0 应用中人工智能与机器人技术的协同作用

Md. Rashel Mia, Jeff Shuford
{"title":"探索工业 4.0 应用中人工智能与机器人技术的协同作用","authors":"Md. Rashel Mia, Jeff Shuford","doi":"10.60087/jaigs.v1i1.31","DOIUrl":null,"url":null,"abstract":"This article delves into the transformative collaboration between Artificial Intelligence (AI) and robotics within the context of Industry 4.0 applications. Industry 4.0 represents a paradigm shift in manufacturing, characterized by the integration of advanced technologies. The synergy between AI and robotics plays a pivotal role in reshaping industrial processes, leading to increased automation, predictive maintenance strategies, collaborative robotics (cobots), enhanced quality control, and optimized supply chain operations. AI algorithms empower machines to learn, adapt, and make intelligent decisions, fostering adaptability and efficiency in manufacturing. The seamless integration of AI and robotics not only improves operational processes but also introduces novel approaches to human-robot collaboration, quality assurance, and supply chain management. The article also addresses challenges associated with this integration, such as workforce displacement concerns and the need for standardized communication protocols. As the field continues to evolve, navigating these challenges and capitalizing on the ongoing advancements in AI and robotics will be instrumental in unlocking the full potential of their collaborative synergy, ultimately defining the future landscape of Industry 4.0.","PeriodicalId":517201,"journal":{"name":"Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023","volume":"53 9","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring the Synergy of Artificial Intelligence and Robotics in Industry 4.0 Applications\",\"authors\":\"Md. Rashel Mia, Jeff Shuford\",\"doi\":\"10.60087/jaigs.v1i1.31\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article delves into the transformative collaboration between Artificial Intelligence (AI) and robotics within the context of Industry 4.0 applications. Industry 4.0 represents a paradigm shift in manufacturing, characterized by the integration of advanced technologies. The synergy between AI and robotics plays a pivotal role in reshaping industrial processes, leading to increased automation, predictive maintenance strategies, collaborative robotics (cobots), enhanced quality control, and optimized supply chain operations. AI algorithms empower machines to learn, adapt, and make intelligent decisions, fostering adaptability and efficiency in manufacturing. The seamless integration of AI and robotics not only improves operational processes but also introduces novel approaches to human-robot collaboration, quality assurance, and supply chain management. The article also addresses challenges associated with this integration, such as workforce displacement concerns and the need for standardized communication protocols. As the field continues to evolve, navigating these challenges and capitalizing on the ongoing advancements in AI and robotics will be instrumental in unlocking the full potential of their collaborative synergy, ultimately defining the future landscape of Industry 4.0.\",\"PeriodicalId\":517201,\"journal\":{\"name\":\"Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023\",\"volume\":\"53 9\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-01-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.60087/jaigs.v1i1.31\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.60087/jaigs.v1i1.31","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文深入探讨了人工智能(AI)与机器人技术在工业 4.0 应用背景下的变革性合作。工业 4.0 代表着以先进技术集成为特征的制造业范式转变。人工智能和机器人技术之间的协同作用在重塑工业流程方面发挥着关键作用,可提高自动化程度、实施预测性维护战略、开发协作机器人(cobots)、加强质量控制和优化供应链运营。人工智能算法赋予机器学习、适应和做出智能决策的能力,提高了制造业的适应性和效率。人工智能与机器人技术的无缝整合不仅能改善操作流程,还能为人机协作、质量保证和供应链管理引入新的方法。文章还探讨了与这种融合相关的挑战,如劳动力转移问题和对标准化通信协议的需求。随着该领域的不断发展,如何应对这些挑战并利用人工智能和机器人技术的不断进步,将有助于充分释放其协作协同的潜力,最终确定工业 4.0 的未来格局。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Exploring the Synergy of Artificial Intelligence and Robotics in Industry 4.0 Applications
This article delves into the transformative collaboration between Artificial Intelligence (AI) and robotics within the context of Industry 4.0 applications. Industry 4.0 represents a paradigm shift in manufacturing, characterized by the integration of advanced technologies. The synergy between AI and robotics plays a pivotal role in reshaping industrial processes, leading to increased automation, predictive maintenance strategies, collaborative robotics (cobots), enhanced quality control, and optimized supply chain operations. AI algorithms empower machines to learn, adapt, and make intelligent decisions, fostering adaptability and efficiency in manufacturing. The seamless integration of AI and robotics not only improves operational processes but also introduces novel approaches to human-robot collaboration, quality assurance, and supply chain management. The article also addresses challenges associated with this integration, such as workforce displacement concerns and the need for standardized communication protocols. As the field continues to evolve, navigating these challenges and capitalizing on the ongoing advancements in AI and robotics will be instrumental in unlocking the full potential of their collaborative synergy, ultimately defining the future landscape of Industry 4.0.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
LLM-Cloud Complete: Leveraging Cloud Computing for Efficient Large Language Model-based Code Completion Utilizing the Internet of Things (IoT), Artificial Intelligence, Machine Learning, and Vehicle Telematics for Sustainable Growth in Small and Medium Firms (SMEs) Role of Artificial Intelligence and Big Data in Sustainable Entrepreneurship Impact of AI on Education: Innovative Tools and Trends Critique of Modern Feminism
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1