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Guest Editorial: Special Section on Advanced Signal Processing and AI Technologies for Industrial Big Data
IEEE Transactions on Industrial Informatics ( IF 11.7 ) Pub Date : 2021-02-24 , DOI: 10.1109/tii.2020.3034627
Liangtian Wan , Mianxiong Dong , Xianpeng Wang , Guoan Bi

The papers in this special section focus on advanced signal processing and artificial intelligence (AI) technologies for industrial Big Data (IBD) powered by Industry 4.0. Modern industry has evolved from the traditional manufacturing industry to digital and intelligent industry. Huge amount of complex real-time data are generated from the thousands of industrial sensors in physical and man-made environments. Industrial big data (IBD) afford us an unprecedented opportunity to obtain an in-depth understanding of Internet of Things and facilitate data-driven approaches for industrial optimization and scheduling. The papers in this section collect the latest ideas and research on advanced signal processing and artificial intelligence (AI) technologies for IBD.

中文翻译:


客座社论:工业大数据的先进信号处理和人工智能技术专题



本专题部分的论文重点关注工业 4.0 驱动的工业大数据 (IBD) 的先进信号处理和人工智能 (AI) 技术。现代工业已从传统制造业向数字化、智能化工业发展。物理和人造环境中的数千个工业传感器生成大量复杂的实时数据。工业大数据(IBD)为我们提供了前所未有的机会来深入了解物联网,并促进数据驱动的工业优化和调度方法。本部分的论文收集了 IBD 先进信号处理和人工智能 (AI) 技术的最新想法和研究。
更新日期:2021-02-24
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