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HCl emission characteristics and BP neural networks prediction in MSW/coal co-fired fluidized beds 被引量:3
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作者 CHIYong WENJun-ming +3 位作者 ZHANGDong-ping YANJian-hua NIMing-jiang cenke-fa 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2005年第4期699-704,共6页
The HCl emission characteristics of typical municipal solid waste(MSW) components and their mixtures have been investigated in a Φ150 mm fluidized bed. Some influencing factors of HCl emission in MSW fluidized bed in... The HCl emission characteristics of typical municipal solid waste(MSW) components and their mixtures have been investigated in a Φ150 mm fluidized bed. Some influencing factors of HCl emission in MSW fluidized bed incinerator was found in this study. The HCl emission is increasing with the growth of bed temperature, while it is decreasing with the increment of oxygen concentration at furnace exit. When the weight percentage of auxiliary coal is increased, the conversion rate of Cl to HCl is increasing. The HCl emission is decreased, if the sorbent(CaO) is added during the incineration process. Based on these experimental results, a 14×6×1 three-layer BP neural networks prediction model of HCl emission in MSW/coal co-fired fluidized bed incinerator was built. The numbers of input nodes and hidden nodes were fixed on by canonical correlation analysis technique and dynamic construction method respectively. The prediction results of this model gave good agreement with the experimental results, which indicates that the model has relatively high accuracy and good generalization ability. It was found that BP neural network is an effectual method used to predict the HCl emission of MSW/coal co-fired fluidized bed incinerator. 展开更多
关键词 municipal solid waste(MSW) HCl emission fluidized bed BP neural networks prediction model
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Removal of NOx from flue gas with radical oxidation combined with chemical scrubber 被引量:2
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作者 LINHe GAOXiang +3 位作者 LUOZhong-yang GUANShi-pian cenke-fa HUANGZhen 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2004年第3期462-465,共4页
In this paper, removal of NOx(namely DeNOx) from flue gas by radical injection combined with NaOH solution(26% by weight of NaOH in water) scrubbing was investigated. The experimental results showed that the steady st... In this paper, removal of NOx(namely DeNOx) from flue gas by radical injection combined with NaOH solution(26% by weight of NaOH in water) scrubbing was investigated. The experimental results showed that the steady streamer corona occurs through adjusting the flow rate of the oxygen fed into the nozzles electrode. The vapor in the oxygen has influence on the V I characteristics of corona discharge. Both HNO 2 and HNO 3 come into being in the plasma reactor and the DeNOx efficiency in the plasma reactor is more than 60%. The overall DeNOx efficiency of the whole system reaches 81 7% when the NaOH solution scrubbing is collaborated. 展开更多
关键词 RADICAL plasma reactor DeNOx process ABSORB
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PIV MEASUREMENT OF THE GAS-SOLID FLOW PATTERN IN A CFB RISER 被引量:4
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作者 ShiHui-xian WangQin-hui +2 位作者 WangCan-xing LuoZhong-yang cenke-fa 《Journal of Hydrodynamics》 SCIE EI CSCD 2003年第6期39-44,共6页
Particle Imaging Velocimetry (PIV) is a valuable measuring tool for studyingmultiphase flows, such as liquid-gas and gas-solid flow. It can be used to carry out manyhydrodynamic studies, in particular, to determine ac... Particle Imaging Velocimetry (PIV) is a valuable measuring tool for studyingmultiphase flows, such as liquid-gas and gas-solid flow. It can be used to carry out manyhydrodynamic studies, in particular, to determine accurately the gas solid flow structure in CFB(Circulating Fluidized Beds). In this paper, the technique characteristics was described in applyingthe PIV to measure the gas-solid flow in circulating fluidized beds. A primary experiment wascomple-ted on a CFB unit with the PIV, yielding the velocity vector fields of high-density particlesfor different gas-solid superficial velocities and solid recycle rates. Velocities of thetransported particles were calculated with cross-correlation method. The major factors influencingthe successful measurement of particle velocity with the PIV technique were also described. 展开更多
关键词 gas-solid flow particle imaging velocimetry (PIV) circulating fluidizedbeds (CFB)
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