基于多块MICA-PCA的烟草生产全过程质量追溯源系统设计
基于多块MICA-PCA的烟草生产全过程质量追溯源系统设计
目的设计基于多块MICA-PCA(modified independent component analysis-principal component analysis, 改进独立成分分析-主元分析)的烟草生产全过程质量追溯系统。方法构建并分析烟草生产全过程质量追溯系统结构模型, 提取并调度质量追溯过程中源数据的信息, 采用多块MICA-PCA方法融合调度信息, 实现烟草生产全过程质量追溯源系统设计。结果采用该系统进行烟草生产全过程质量追溯的定位能力较好, 数据的传输效率高, 烟草生产全过程质量追溯性能较强。结论本研究所设计的质量追溯源系统提高了烟草生产全过程质量追溯的实时性和准确性。
ObjectiveTo design a quality traceability system for the whole process of tobacco production based on multi-block MICA-PCA (modified independent component analysis-principal component analysis) principal component feature detection. MethodsThe structure model of quality traceability system in the whole process of tobacco production was constructed and analyzed, and the information of source data in the process of quality traceability was extracted and dispatched. The system design of quality traceability source in the whole process of tobacco production was realized by using multi-block MICA-PCA method to fuse the dispatching information. ResultsThe positioning ability of the system for the whole process of tobacco production quality traceability was better, the data transmission efficiency was higher, the quality traceability performance of the whole process of tobacco production was stronger. ConclusionThis quality traceability source system can improve the real-time and accuracy of quality traceability in the whole process of tobacco production.
标题：基于多块MICA-PCA的烟草生产全过程质量追溯源系统设计
英文标题：Design of quality traceability system for whole process of tobacco production based on multi-block MICA-PCA
作者：
钟琳 湖北中烟工业有限责任公司
邹名扬 湖北中烟工业有限责任公司
程思军 湖北中烟工业有限责任公司
沈军 湖北中烟工业有限责任公司
蔡冰 湖北中烟工业有限责任公司
中文关键词:多块MICA-PCA,烟草生产,全过程质量追溯,系统设计,
英文关键词:multi-block multimodal independent component analysis-principal component analysis,tobacco production,whole process quality traceability,system design,
发表日期：2019-08-13
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