A prediction model of ammonia emission from a fattening pig room based on the indoor concentration using adaptive neuro fuzzy inference system

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• 作者：Qiuju Xie^a ; ^{xqj197610@163.com} ; Ji-qin Ni^b ; Zhongbin Su^c
• 关键词：Adaptive neuro fuzzy inference system ; Ammonia concentration ; Emissions ; Prediction ; Air quality
• 刊名：Journal of Hazardous Materials
• 出版年：2017
• 出版时间：5 March 2017
• 年：2017
• 卷：325
• 期：Complete
• 页码：301-309
• 全文大小：1661 K
• 卷排序：325

文摘

A prediction model of ammonia emission was built based on the indoor ammonia concentration prediction model using ANFIS. Five kinds of membership functions were compared to get a well fitted prediction model. Compared with the BP and MLRM model, the ANFIS prediction model with “gbell” membership function has the best performances.