基于物联网的生产线质量管理研究

摘要

To resolve the problem that traditional quality management system has been unable to meet people's require-ments for quality control and existing methods can't catch up with quality management requirements,this paper constructed an in-telligent system of quality management.Firstly,it designed an intelligent quality control model of production line from the aspects of data collection of quality factor,intelligent management and control model,data analysis and application.It referenced the u-nique advances of networking technology in intelligent manufacturing quality management,it used the technology of Internet of Things and data mining basing on the Internet of Things.Finally,it combines this model to construct an intelligent quality manage-ment system and puts forward the main solutions to the existing problems in the field of quality inspection.%针对传统的质量管理体系已经不能满足人们对质量监管的要求以及现有的质量管理方法不能有效地应对多种质量要求这一问题，借鉴物联网技术在智能制造质量管理中的独特优势，从物联化质量因素的数据收集、智能管理及控制模型、数据分析及应用三个角度出发，以物联网为基础，综合运用物联网技术、数据挖掘技术，设计了生产线质量智能控制模型，最后结合此模型，构造了一个智能的质量管理系统，提出了目前质量检测领域存在问题的主要解决途径。