A Method for Designing Complex Machine Olfaction System

Hua Fang, M. Shu, Y. Liu, W. Yu, Wenju Li
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Abstract

In the paper a template technology has been applied to the complex platform of machine olfaction system. The simulation sensor array template receives field odor data or simulates the data via recorders in database, then transmits to the platform which consists of several distributed monitoring subsystems. Each subsystem matches a set of gas sensors array, and has functions of logging data, communicating and simulating industry application. The data from the subsystem and the preprocessed data are sent to the web server center and stored in the databases. Then sensors perform analysis by several layer algorithms. And the exchanging algorithms convert the field odor data to gas concentrations with ppm values, the expert systems or recognition algorithms analyze the ppm values and show the application results. All data of each layer are stored in server database systems, and each layer algorithms can be updated and saved. Finally, the supporting platform that applied to industrial monitoring systems, was developed with a kind of industrial configuration softwares, web MIS and databases, and was utilized to realize monitor to the environmental systems by the simulation template. DOI :  http://dx.doi.org/10.11591/telkomnika.v12i6.5451 Full Text: PDF
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复杂机器嗅觉系统的设计方法
本文将模板技术应用于机器嗅觉系统的复杂平台。模拟传感器阵列模板接收现场气味数据或通过数据库中的记录仪对数据进行模拟,然后传输到由多个分布式监测子系统组成的平台。每个子系统配一套气体传感器阵列,具有测井数据、通信和模拟工业应用等功能。来自子系统的数据和预处理后的数据被发送到web服务器中心并存储在数据库中。然后传感器通过多层算法进行分析。交换算法将现场气味数据转换为具有ppm值的气体浓度,专家系统或识别算法对ppm值进行分析并显示应用结果。每一层的所有数据都存储在服务器数据库系统中,每一层的算法都可以更新和保存。最后,利用一种工业组态软件、web MIS和数据库开发了适用于工业监控系统的支撑平台,并利用仿真模板实现了对环境系统的监控。DOI: http://dx.doi.org/10.11591/telkomnika.v12i6.5451全文:PDF
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