物联网
分析
数据科学
大数据
计算机科学
中小企业
预测分析
知识管理
互联网
人工智能应用
业务
工程管理
工程类
人工智能
万维网
操作系统
财务
作者
Emil Blixt Hansen,Simon Bøgh
标识
DOI:10.1016/j.jmsy.2020.08.009
摘要
Internet of things (IoT) and artificial intelligence (AI) are popular topics of Industry 4.0. Many publications regarding these topics have been published, but they are primarily focused on larger enterprises. However, small and medium-sized enterprises (SMEs) are considered the economic backbone of many countries, which is why it is increasingly important that these kinds of companies also have easy access to these technologies and can make them operational. This paper presents a comprehensive survey and investigation of how widespread AI and IoT are among manufacturing SMEs, and discusses the current limitations and opportunities towards enabling predictive analytics. Firstly, an overview of the enablers for AI and IoT is provided along with the four analytics capabilities. Hereafter a comprehensive literature review is conducted and its findings showcased. Finally, emerging topics of research and development, making AI and IoT accessible technologies to SMEs, and the associated future trends and challenges are summarised.
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