Industrial big data - Wikipedia
Industrial big data refers to a large amount of diversified time series generated at a high speed by industrial equipment, [1] known as the Internet of things. [2] The term emerged in 2012 along …
Review A review of industrial big data for decision making in ...
2022年5月1日 · This paper proposes a conceptual framework of intelligent decision-making analysis based on industrial big data-driven technology, and also introduces the functions and …
Big data analytics for intelligent manufacturing systems: A review
2022年1月1日 · With massive industrial data, achievements beyond expectations have been made in the product design, manufacturing, and maintain process. Big data analytics (BDA) …
Industrial Big Data in an Industry 4.0 Environment: Challenges, …
2017年10月26日 · Industrial big data generated by multisource sensors, intercommunication within the system and external-related information, and so on, might provide new solutions for …
[1807.01016] Industrial Big Data Analytics: Challenges, …
2018年7月3日 · This survey presents new concepts, methodologies, and applications scenarios of industrial big data analytics, which can provide dramatic improvements in velocity and veracity …
Recently, industrial big data analytics has attracted extensive research interests from both academia and industry. According to a report from McKinsey institute, the effective use of …
Industrial Big Data Analytics: Challenges and Opportunities
2020年3月19日 · Industrial big data is generated by a wide variety of sources that need be distributed effectively to optimize industrial applications. This section analyzes some of the …
Privacy-Preserving and Secure Industrial Big Data Analytics: A …
Therefore, this article aims to provide references for privacy-preserving and secure industrial big data analytics (IBDA) from three perspectives: 1) research framework; 2) platform architecture; …
Quality 4.0: a review of big data challenges in manufacturing
2021年4月11日 · Current benchmarks of quality, conformance, productivity, and innovation in industrial manufacturing have set a very high bar for machine learning algorithms. A new …
Industrial Big Data - SpringerLink
2020年1月1日 · Industrial big data leverages various information technologies such as wireless communications, edge computing, and machine learning for supply chain improvement, device …