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国家高技术研究发展计划(2012AA06A11303)

作品数:3 被引量:10H指数:2
相关作者:王凡张凡王相凤张辰刘宇更多>>
相关机构:中国环境科学研究院北京工商大学北京科技大学更多>>
发文基金:国家高技术研究发展计划环境保护公益性行业科研专项国家自然科学基金更多>>
相关领域:环境科学与工程理学自动化与计算机技术更多>>

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基于人工神经网络的燃煤汞排放预测模型被引量:1
2014年
利用GA-BP的人工神经网络算法建立燃煤汞排放预测模型,确定煤中汞含量、煤的发热量、煤中硫含量、煤中氯含量、挥发份含量、排烟温度作为输入矢量,元素态汞、氧化态汞和颗粒态汞3个因素作为输出参数,通过对20个燃煤锅炉汞排放形态的测试数据进行模型训练,结合实际测试数据和预测数据对误差来源进行了分析.通过对3个样本进行验证,分析人工神经网络的实际预测效果.研究结果表明,训练与预测的精度都是符合汞排放预测实际要求的,预测精度达0.895,分析表明利用人工神经网络建立预测模型可对燃煤汞排放进行预测.
王凡刘宇王相凤张辰曹晴张凡邓双陈育武王立刚
关键词:燃煤烟气汞形态
Catalytic reduction of NO_x by biomass-derived activated carbon supported metals被引量:5
2018年
In this study,to prepare a series of activated carbon-supported metals for the catalytic reduction of NO_x to N_2 in excess O_2,activated carbons derived from lignocellulosic and herbaceous biomasses were selected as the reducing agents,and alkali and transition metals were used as the catalytic active phases.The effects of the type of biomass,carbonization temperature and catalyst composition on NO_x reduction efficiency were analyzed in a fixed-bed flow reactor.The results showed that two temperature regimes are present for the NO_x-carbon reaction:at temperatures below 250°C,the NO_x adsorption process on the carbon surface was predominant,whereas true NO_x reduction by carbon occurred at temperatures above 250°C,producing N_2,CO_2 and CO.The influence of the carbonization temperature on carbon reactivity depended on the effect of the carbonization temperature on the carbon surface area and the reduction of the metal species on carbon.All studied metals catalyzed both NO_xand O_2reduction by carbon,and potassium could strongly enhance the C-NO_x reaction without substantial carbon consumption by O_2.Moreover,the potassium supported by sawdust-derived activated carbon exhibited higher selectivity and capacity towards NO_x reduction than did its previously reported coal-derived counterparts.These properties were ascribed to the high dispersion of the active potassium species on the carbon surface,as observed through the comparison of X-ray photoelectron spectroscopy and powder X-ray diffraction results for the carbons made from biomass and coal-based precursors.
Yun ShuFan ZhangFan WangHongmei Wang
关键词:碳化温度生物资源代理人
水泥窑烟气汞排放特征的研究被引量:4
2015年
对4个生产规模分别为3 200、4 000t/d的水泥窑烟气中汞排放浓度进行测试,并计算水泥窑烟气汞排放系数。结果表明,水泥窑窑尾除尘后,烟气汞的排放质量浓度为13.70∽66.85μg/m3,汞的脱除率为55.55%∽80.65%,窑尾除尘后汞排放系数为79.91∽206.57mg(以每吨熟料计)。水泥窑烟气汞排放系数与规模、原料有关。
苗杰张辰王相凤刘宇张凡郭亮王凡钱枫
关键词:水泥窑
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