当工业遇见可信AI:面向工业5.0的AI系统综述
When Industry meets Trustworthy AI: A Systematic Review of AI for Industry 5.0
AI总结:
本文系统综述AI在工业5.0中的应用,从可持续、以人为中心和韧性视角分析可信AI的早期融入、影响、趋势及工业4.0转型差距。
摘要:
工业处于采用新技术的最前沿,而采用新技术所遵循的过程会对经济和社会产生重大影响。在本研究中,我们专注于分析当前工业演进的范式,使其更具可持续性和可信性。在工业5.0中,人工智能(AI)与其他技术使能因素一起,被用于从可持续、以人为中心和富有韧性的视角构建服务。必须理解那些能够将AI引入工业并遵循可信原则的方面,为此需要收集信息,以界定AI在早期阶段如何被纳入、其影响以及该领域观察到的趋势。此外,为理解从工业4.0向工业5.0转型过程中的挑战与差距,本文描述了工业对新技术准备程度的总体视角。这为从业者提供了在该行业追求采用可信AI时可探索的新机遇。
英文摘要:
Industry is at the forefront of adopting new technologies, and the process followed by the adoption has a significant impact on the economy and society. In this work, we focus on analysing the current paradigm in which industry evolves, making it more sustainable and Trustworthy. In Industry 5.0, Artificial Intelligence (AI), among other technology enablers, is used to build services from a sustainable, human-centric and resilient perspective. It is crucial to understand those aspects that can bring AI to industry, respecting Trustworthy principles by collecting information to define how it is incorporated in the early stages, its impact, and the trends observed in the field. In addition, to understand the challenges and gaps in the transition from Industry 4.0 to Industry 5.0, a general perspective on the industry's readiness for new technologies is described. This provides practitioners with novel opportunities to be explored in pursuit of the adoption of Trustworthy AI in the sector.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。