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工业制SO_(3)气体浓度实时检测及多元非线性回归建模
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作者 孔祥旭 张玮 +3 位作者 胡恒 于嘉朋 张坤 徐娜 《化工进展》 EI CAS CSCD 北大核心 2022年第11期5737-5745,共9页
工业接触法制SO_(3)气体浓度高、腐蚀性强、交叉影响大,高精度实时检测困难,且原料流量与SO_(3)浓度的关系尚不明确,参数调节依赖经验。针对上述问题,采用AO2电化学氧传感器设计了一种工业制SO_(3)气体浓度的实时检测系统,并构建了输入... 工业接触法制SO_(3)气体浓度高、腐蚀性强、交叉影响大,高精度实时检测困难,且原料流量与SO_(3)浓度的关系尚不明确,参数调节依赖经验。针对上述问题,采用AO2电化学氧传感器设计了一种工业制SO_(3)气体浓度的实时检测系统,并构建了输入空气、SO_(2)流量与输出SO_(3)浓度的多元非线性回归模型。SO_(3)气体浓度实时检测系统主要包括AO2电化学氧传感器、传感器调理电路、AD620放大电路及ADS1256 A/D转换电路,通过检测SO_(3)发生装置输入空气与输出混合气体中O_(2)浓度的毫伏级变化,间接测量SO_(3)浓度,避免了其他敏感气体的交叉影响,实验结果表明检测系统的检测时间为27s,灵敏度为111mV/%,偏差小于0.18%,稳定性良好,证明了检测系统的有效性;利用响应面法建立了预测SO_(3)浓度的三次多项式非线性回归模型,对该模型进行方差分析后结果显著,测试后均方误差(MSE)为0.0007174,相关系数(R^(2))为0.9929,拟合度好、预测精度高。 展开更多
关键词 三氧化硫浓度 实时检测 仪器仪表 模型 预测
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Significant downward trend of SO_2 observed from 2005 to 2010 at a background station in the Yangtze Delta region,China 被引量:7
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作者 QI HuangXiong LIN WeiLi +2 位作者 XU XiaoBin YU XiangMing MA QianLi 《Science China Chemistry》 SCIE EI CAS 2012年第7期1451-1458,共8页
SO2 is an important gas in atmosphere with great environmental and climate implications.SO2 emission in China has been receiving great attention as the economy grows and the amount of coal consumption has increased in... SO2 is an important gas in atmosphere with great environmental and climate implications.SO2 emission in China has been receiving great attention as the economy grows and the amount of coal consumption has increased in the past few decades.SO2 has been observed from July 2005 to June 2010 at Linan WMO GAW regional station(30.3 °N,119.73 °E,138 m a.s.l.) located in the Yangtze Delta region in eastern China.These observation data are analyzed to understand the trend of regional SO2 background concentration.Strict quality controls are conducted to ensure the temporal comparability of the data.Significant downward trend with ?2.4 ppb/yr(P < 0.0001) of surface SO2 is observed from 2005 to 2010,especially after 2008.The average concentration of SO2 from July 2005 to June 2008 is 14.2±3.1 ppb,which is slightly higher than the mean values of 13.5±5.1 ppb during 1999?2000 and is two folds of the average value(7.1±3.1 ppb) from July 2008 to June 2010.More than 50% of the SO2 has been cut down after 2008 in the Yangtze Delta region due to the implementation of stricter emission control measures.The peak SO2 concentration appears around 10 o'clock in the morning after 2009 while appears at night before 2009.These diurnal variations of SO2 might indicate that after 2009,more SO2 is from the vertical exchange process than from the local accumulation. 展开更多
关键词 SO2 background level TREND Yangtz Delta Region
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