| 孙浩林.新一代人工智能技术在德国工业4.0中的应用路径研究[J].全球科技经济瞭望,2019,34(7):37~46 |
| 新一代人工智能技术在德国工业4.0中的应用路径研究 |
| Research on the Application Path of New Generation Artificial Intelligence Technology in German Industry 4.0 |
| 投稿时间：2019-06-22 修订日期：2019-06-22 |
| DOI：10.3772/j.issn.1009-8623.2019.07.00 |
| 中文关键词: 德国；人工智能；工业4.0；应用路径 |
| 英文关键词: German; artificial intelligence; Industry 4.0; application path |
| 基金项目:中国科学技术信息研究所创新研究基金青年项目“新一代人工智能技术在德国工业4.0中的应用路径和应用潜力研究” （QN-201907）；中国科学技术信息研究所重点工作“新一代人工智能战略研究资源建设与服务工作”（ZD2019-07）。 |
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| 中文摘要: |
| 新一代人工智能技术是传统制造业实现数字化的关键技术之一，具有很大的应用潜力。作为全球制造业转型升级的先驱国家之一，德国对人工智能和其工业4.0生产模式的结合表现出了较高的兴趣，一些德国制造业企业也已开展相关的应用探索。本文通过对人工智能在工业4.0中的现实应用案例进行分析，总结出其一般性的应用路径，包括制定战略、搭建机器学习基础、确保数据质量和可获得以及培养相关专业人才，并据此为我国人工智能与制造业的融合发展提出建议。 |
| 英文摘要: |
| The new generation artificial intelligence technology is one of the key technologies for digitalization of traditional manufacturing, and has great application potential. As one of the pioneering countries in the global manufacturing transformation and upgrading, Germany has shown high interest in the combination of artificial intelligence and its industrial 4.0 production model. Some German manufacturing companies have also carried out relevant application exploration. This paper analyzes the practical application cases of artificial intelligence in Industry 4.0, and summarizes its general application path, including formulating strategies, building the foundation of machine learning, ensuring data quality and availability, and cultivating relevant professionals. Based on this, suggestions are put forward for the integration and development of artificial intelligence and manufacturing in China. |
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