基于支持向量机的瓦斯传感器误差补偿模型的研究

来源 :中央高校基本科研业务费项目研究成果学术交流会 | 被引量 : 0次 | 上传用户：www478478

【摘要】

：

本文简要介绍了载体催化瓦斯传感器检测原理,指出了载体催化瓦斯传感器的不足.基于支持向量机的小样本、非线性和高维数的特点,为了提高瓦斯检测精度,建立了基于支持向量机的载体催化瓦斯传感器误差补偿模型,并对模型进行了训练和测试.实验结果表明,采用基于支持向量机的载体催化瓦斯传感器误差补偿模型,使瓦斯测量误差大大减少,满足了实际应用的需要.

【作者】

：

张丽王晓云巫金庭

【机构】

：

中国矿业大学(北京)机电信息工程学院,北京100083

【出处】

：

中央高校基本科研业务费项目研究成果学术交流会

【发表日期】

：

2011年2期

【关键词】

：

瓦斯传感器载体催化误差补偿支持向量机

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基于支持向量机的瓦斯传感器误差补偿模型的研究

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