标题:A Data Services-Based Quality Analysis System for the Life Cycle of Tire Production
作者:Shi, Yuliang; Chen, Yu; Sun, Shibin; Liu, Lei; Cui, Lizhen
通讯作者:Cui, Lizhen
作者机构:[Shi, Yuliang; Chen, Yu; Sun, Shibin; Liu, Lei; Cui, Lizhen] Shandong Univ, Sch Comp Sci & Technol, Jinan, Peoples R China.
会议名称:14th International Conference on Service-Oriented Computing (ICSOC)
会议日期:OCT 10-13, 2016
来源:SERVICE-ORIENTED COMPUTING, (ICSOC 2016)
出版年:2016
卷:9936
页码:715-729
DOI:10.1007/978-3-319-46295-0_51
关键词:Data services; Data extraction; Quality analysis; Big data; Tire
摘要:In the background of actual production demands, we develop data services to solve the problem of "information isolated island" in the tire production for achieving the unified management for data from diverse production systems. Based on the data services, the management system for tire production is designed. The system uses the decision tree algorithm with data fitting and data screening technologies to analyze the data from the whole production process and realize the forecast of product quality and defects analysis. The system has been applied to the production by Shandong Linglong Tire Co., Ltd. The practice has proved that our data services and system not only improve the tire pass rate and production efficiency, but also help enterprises to achieve the efficient management of production. In addition, we apply the service to the actual manufacturing industry, which plays a positive role in the promotion and improvement of service application.
收录类别:CPCI-S;EI;SCOPUS
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84989313344&doi=10.1007%2f978-3-319-46295-0_51&partnerID=40&md5=eec29dddd415c2d5a83b195d6a7bddf4
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