Pan Leilei, Yang Simon X
School of Engineering, University of Guelph, Guelph, Ontario N1G 2W1, Canada.
Environ Monit Assess. 2007 Dec;135(1-3):399-408. doi: 10.1007/s10661-007-9659-5. Epub 2007 Mar 24.
This paper introduces a new portable intelligent electronic nose system developed especially for measuring and analysing livestock and poultry farm odours. It can be used in both laboratory and field. The sensor array of the proposed electronic nose consists of 14 gas sensors, a humidity sensor, and a temperature sensor. The gas sensors were especially selected for the main compounds from the livestock farm odours. An expert system called "Odour Expert" was developed to support researchers' and farmers' decision making on odour control strategies for livestock and poultry operations. "Odour Expert" utilises several advanced artificial intelligence technologies tailored to livestock and poultry farm odours. It can provide more advanced odour analysis than existing commercially available products. In addition, a rank of odour generation factors is provided, which refines the focus of odour control research. Field experiments were conducted downwind from the barns on 14 livestock and poultry farms. Experimental results show that the predicted odour strengths by the electronic nose yield higher consistency in comparison to the perceived odour intensity by human panel. The "Odour Expert" is a useful tool for assisting farmers' odour management practises.
本文介绍了一种专门为测量和分析畜禽养殖场气味而开发的新型便携式智能电子鼻系统。它可用于实验室和现场。所提出的电子鼻的传感器阵列由14个气体传感器、一个湿度传感器和一个温度传感器组成。气体传感器是专门针对畜禽养殖场气味中的主要化合物选择的。开发了一个名为“气味专家”的专家系统,以支持研究人员和农民对畜禽养殖作业的气味控制策略做出决策。“气味专家”利用了几种针对畜禽养殖场气味量身定制的先进人工智能技术。它可以提供比现有商业产品更先进的气味分析。此外,还提供了气味产生因素的排名,这细化了气味控制研究的重点。在14个畜禽养殖场的畜舍下风处进行了现场实验。实验结果表明,与人类小组感知的气味强度相比,电子鼻预测的气味强度具有更高的一致性。“气味专家”是协助农民进行气味管理实践的有用工具。