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西门子:未来自动化工业人工智能白皮书2022(28页).pdf

上传人: AG 编号:603093 2022-01-01 28页 2.95MB

1、未来自动化工业人工智能白皮书2022INDUSTRIAL ARTIFICIAL INTELLIGENCEIN FUTURE OF AUTOMATION WHITE PAPER 2022Founded in 1847,Siemens AG is a leading global technology company with operations in more than 200 countries and a focus on electrification,automation,and digitalization.This year marks the 150th anniversary

2、of Siemens business activities in China.In 1872,Siemens exported the first pointer telegraph to China.At the end of the 19th century,it delivered the first steam turbine to China and built Chinas first electric tram line.In 1985,Siemens signed the Memorandum of Understanding with the Chinese governm

3、ent,becoming the first foreign enterprise to engage in intensive cooperation with China.With innovative technologies,superior solutions and products,Siemens has persistently provided comprehensive support for Chinas development.It is also known and trusted by customers for its quality and reliabilit

4、y,leading-edge technical achievements,and relentless pursuit of innovation.Many people may not know that Siemens has been exploring the field of industrial artificial intelligence for more than 30 years with excellent results.In 2018,Siemens ranked top in Europe and eleventh in the world in the numb

5、er of AI technology patent applications.According to the statistics of World Intellectual Property Organization(WIPO)in February 2019.Siemens has always been a leading player when it comes to the industrial AI.It enhances deep and reinforcement learning,focuses on the development of technologies tha

6、t support the trustworthiness of industrial AI applications,such as Explainable AI,Robust AI and Secure AI,maintains and enhances high standards in developing Responsible AI.In the meantime,by tapping into knowledge mapping techniques,Siemens keeps capturing,storing and applying knowhow from the fie

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本文主要介绍了西门子在工业人工智能领域的探索和实践。西门子作为全球领先的技术企业,在电气化、自动化和数字化领域具有超过170年的经验。文章首先介绍了西门子在中国的发展历程,以及其在工业人工智能领域的技术积累和专利申请情况。接着,文章详细阐述了工业人工智能的三个主要特点:一是工业人工智能技术被工业从业者所掌握和应用;二是工业人工智能技术被应用于不同的工业场景;三是工业人工智能技术被应用于工业现场的系统。文章还介绍了西门子工业人工智能在机器视觉、增强控制与参数优化等领域的应用案例,以及其在产品质检、根原因分析和质量提升等方面的具体实践。最后,文章提出了西门子对工业人工智能发展的战略建议,包括继续深入行业实践,帮助客户提升从数据收集整备到模型训练优化,以及应用开发落地的全局性能力。
工业人工智能如何助力制造业高质量发展? 西门子如何利用人工智能技术提升产品质量? 人工智能在制造业中的应用场景有哪些?
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