Artificial Intelligence (AI) is a cognitive science to enables human to explore many intelligent ways to model our sensing and reasoning processes. Industrial AI is a systematic discipline to enable engineers to systematically develop and deploy AI algorithms with repeating and consistent successes. In this paper, the key enablers for this transformative technology along with their significant advantages are discussed. In addition, this research explains Lighthouse Factories as an emerging status applying to the top manufacturers that have implemented Industrial AI in their manufacturing ecosystem and gained significant financial benefits. It is believed that this research will work as a guideline and roadmap for researchers and industries towards the real-world implementation of Industrial AI.
翻译:人工智能(AI)是一种认知科学,使人类能够探索多种智能方法,以模拟我们的感知和推理过程。工业人工智能是一种系统性的学科,使工程师能够系统开发和运用人工智能算法,并取得重复和一致的成功。本文讨论了这一变革技术的关键促进因素及其重大优势。此外,这一研究将灯塔工厂解释为一种新兴状态,适用于在其制造生态系统中实施工业人工智能并获得重大财政效益的顶级制造商。相信这一研究将成为研究人员和行业在现实世界中实施工业人工智能的指南和路线图。