Real-manufacturing-oriented big data analysis and data value evaluation with domain knowledge

Volume: 35, Issue: 2, Pages: 515 - 538
Published: Sep 23, 2019
Abstract
As one of the most popular topics currently, big data has played an important role in both academic research and practical applications. However, in the manufacturing industry, it is difficult to make full use of the research results for production optimization and/or management due to the low quality of real workshop data. Typical quality problems of real workshop data include the information match degree, missing recessive data, and false...
Paper Details
Title
Real-manufacturing-oriented big data analysis and data value evaluation with domain knowledge
Published Date
Sep 23, 2019
Volume
35
Issue
2
Pages
515 - 538
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