计算机应用与软件2017，Vol.34Issue(12)：8-12,106,6.DOI:10.3969/j.issn.1000-386x.2017.12.002
一种基于Java平台的近红外光谱实时分析系统设计与开发
DESIGN AND IMPLEMENTATION OF A NIRS REAL-TIME ANALYSIS SYSTEM BASED ON JAVA PLATFORM
摘要
Abstract
In order to solve the problem of time consuming and low efficiency of product quality evaluation method in a fertilizer production enterprise,a real-time analysis system of NIRS (near-infrared reflectance spectroscopy) based on Java platform is proposed.The functions of the system were designed based on production demand and the theory of NIRS.And we designed the overall architecture of the system,and through requirements analysis,system design,implementation of key technologies,etc.We developed a real-time analysis system of NIRS,and then carried out product composition prediction.Designed to implement concentration prediction,this system was able to achieve spectrum acquisition,analysis and results output real-timely.The user interface is low-complexity and intuitive.The experimental results of water absorption of silica gel show that the analysis result is accurate and reliable (the coefficient of determination of the predicted value of the product composition to the real value is 95.13),which can meet the requirement of production and has great application prospect and commercial potential.关键词
产品成分/实时分析/Java平台/近红外光谱/系统设计Key words
Product concentration/Real-time analysis/Java platform/Near-infrared reflectance spectroscopy/System design分类
信息技术与安全科学引用本文复制引用
林晏清,胡澍芃,刘晶,范爽,徐琢频,王琦,赵莉萍,吴跃进..一种基于Java平台的近红外光谱实时分析系统设计与开发[J].计算机应用与软件,2017,34(12):8-12,106,6.基金项目
国家自然科学青年基金项目(31500300) （31500300）
中国科学院战略性科技先导专项(A类)(XDA0804107) （A类）
合肥研究院院长基金青年“火花”项目(YZJJ201520) （YZJJ201520）
院企重大攻关项目(Y19HX14702). （Y19HX14702）
