论文标题
以人为中心的人工智能体系结构5.0应用
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications
论文作者
论文摘要
以人为中心是制造业进化为行业5.0的核心价值。然而，缺乏建筑，因为其核心认为安全，可信赖和以人为本。因此，我们提出了一种整合人工智能（积极学习，预测，可解释的人工智能），模拟现实，决策和用户的反馈，重点关注人类与机器之间的协同作用的体系结构。此外，我们将提出的体系结构与大数据值关联参考体系结构模型保持一致。最后，我们在现实世界中案例研究的三个用例中对其进行了验证。
Human-centricity is the core value behind the evolution of manufacturing towards Industry 5.0. Nevertheless, there is a lack of architecture that considers safety, trustworthiness, and human-centricity at its core. Therefore, we propose an architecture that integrates Artificial Intelligence (Active Learning, Forecasting, Explainable Artificial Intelligence), simulated reality, decision-making, and users' feedback, focusing on synergies between humans and machines. Furthermore, we align the proposed architecture with the Big Data Value Association Reference Architecture Model. Finally, we validate it on three use cases from real-world case studies.
