基于物联网和大数据分析的制造业

English | 2024 | ISBN: 9781032673479 | 288 pages | True PDF,EPUB | 34.44 MB

By enabling the conversion of traditional manufacturing systems into contemporary digitalized ones, Internet of Things (IoT) adoption in manufacturing creates huge economic prospects through reshaping industries. Modern businesses can more readily implement new data-driven strategies and deal with the pressure of international competition thanks to Industrial IoT. But as the use of IoT grows, the amount of created data rises, turning industrial data into Industrial Big Data.

Internet of Things and Big Data Analytics-Based Manufacturing shows how Industrial Big Data can be produced as a result of IoT usage in manufacturing, considering sensing systems and mobile devices. Different IoT applications that have been developed are demonstrated and it is shown how genuine industrial data can be produced, leading to Industrial Big Data. This book is organized into four sections discussing IoT and technology, the future of Big Data, algorithms, and case studies demonstrating the use of IoT and Big Data in a variety of industries, including automation, industrial manufacturing, and healthcare.

This reference title brings all related technologies into a single source so that researchers, undergraduate and postgraduate students, academicians, and those in the industry can easily understand the topic and further their knowledge.

中文| 2024 | ISBN:9781032673479 | 288页| True PDF，EPUB | 34.44 MB通过将传统制造系统转换为当代数字化系统，制造业采用物联网（IoT）通过重塑行业创造了巨大的经济前景。得益于工业物联网，现代企业可以更容易地实施新的数据驱动战略，并应对国际竞争的压力。但随着物联网使用的增长，创建的数据量也在增加，将工业数据转化为工业大数据。 基于物联网和大数据分析的制造业展示了如何在制造业中使用物联网来产生工业大数据，同时考虑到传感系统和移动设备。演示了已经开发的不同物联网应用程序，并展示了如何生成真正的工业数据，从而产生工业大数据。本书分为四个部分，讨论物联网和技术、大数据的未来、算法和案例研究，展示了物联网和大数据在自动化、工业制造和医疗保健等各个行业的应用。 该参考标题将所有相关技术整合到一个来源中，以便研究人员、本科生和研究生、院士以及业内人士能够轻松理解该主题并进一步了解。

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