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基于粒子群神经网络的含硼富燃料推进剂一次燃烧性能计算 被引量:2
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作者 吴婉娥 朱左明 帅领 《含能材料》 EI CAS CSCD 北大核心 2011年第5期548-552,共5页
使用粒子群算法(particle swarm optimization,PSO)来优化误差反传(back propagation,BP)神经网络的权重和阈值,建立了粒子群神经网络(PSO-BP)计算模型,利用该模型对含硼富燃料推进剂的一次燃烧性能进行了模拟计算,当端羟基聚丁... 使用粒子群算法(particle swarm optimization,PSO)来优化误差反传(back propagation,BP)神经网络的权重和阈值,建立了粒子群神经网络(PSO-BP)计算模型,利用该模型对含硼富燃料推进剂的一次燃烧性能进行了模拟计算,当端羟基聚丁二烯(HTPB,28%~32%)、高氯酸铵(AP,30%~35%,重均粒径0.06~0.140 mm)、卡托辛(GFP,0%~5%)等重要影响因素变化时,计算了相应配方的燃速和压强指数,并与测试结果进行了比较。结果显示,模拟计算的燃速和压强指数相对偏差均小于±7%。 展开更多
关键词 物理化学 含硼富燃料推进剂 一次燃烧性能计算 粒子群算法 BP神经网络
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超多孔圆片(MPD)发射药定容燃烧特性的数值计算 被引量:2
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作者 杨伟涛 Clive Woodley +2 位作者 闫光虎 胡睿 肖霞 《火炸药学报》 EI CAS CSCD 北大核心 2021年第4期538-542,共5页
为模拟并优化超多孔圆片发射药的燃烧性能,建立了一种超多孔圆片发射药的定容燃烧模型。在几何燃烧定律条件下,计算了超多孔圆片发射药的燃烧压力曲线和动态活度曲线与超多孔圆片的关系;分析了超多孔圆片厚度、内孔孔径、燃速系数及燃... 为模拟并优化超多孔圆片发射药的燃烧性能,建立了一种超多孔圆片发射药的定容燃烧模型。在几何燃烧定律条件下,计算了超多孔圆片发射药的燃烧压力曲线和动态活度曲线与超多孔圆片的关系;分析了超多孔圆片厚度、内孔孔径、燃速系数及燃烧压强指数对其燃烧性能的影响。结果表明,超多孔圆片发射药的药型结构与配方共同影响其燃烧性能;超多孔发射药圆片厚度的增加及内孔孔径的降低可提高超多孔圆片发射药最大动态活度以及燃烧时间;但超多孔圆片发射药药型尺寸对其燃烧性能的影响较弱;相对而言,发射药配方燃速系数及压强指数对其燃烧影响较大,燃速系数及压力指数较大的超多孔圆片发射药的燃烧特性更优。 展开更多
关键词 物理化学 超多孔圆片(MPD) 发射药 燃烧性能计算 密闭爆发器
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Numerical Investigation of Fuel Dilution Effects on the Performance of the Conventional and the Highly Preheated and Diluted Air Combustion Furnaces 被引量:4
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作者 Kiomars Abbasi Khazaei Ali Asghar Hamidi Masoud Rahimi 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2009年第5期711-726,共16页
This numerical study investigates the effects of using a diluted fuel (50% natural gas and 50% N2) in an industrial furnace under several cases of conventional combustion (air with 21% O2 at 300 and 1273 K) and th... This numerical study investigates the effects of using a diluted fuel (50% natural gas and 50% N2) in an industrial furnace under several cases of conventional combustion (air with 21% O2 at 300 and 1273 K) and the highly preheated and diluted air (1273 K with 10% O2 and 90% N2) combustion (HPDAC) conditions using an in-house computer program. It was found that by applying a combined diluted fuel and oxidant instead of their uncombined and/or undiluted states, the best condition is obtained for the establishment of HPDAC's main unique features. These features are low mean and maximum gas temperature and high radiation/total heat transfer to gas and tubes; as well as more uniformity of theirs distributions which results in decrease in NOx pollutant formation and increase in furnace efficiency or energy saving. Moreover, a variety of chemical flame shape, the process fluid and tubes walls temperatures profiles, the required regenerator efficiency and finally the concentration and velocity patterns have been also qualitatively/quantitatively studied. 展开更多
关键词 highly preheated and diluted air combustion furnace numerical modeling chemical flame fuel dilution NOx formation energy saving
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Numerical and experimental investigation on emission performance of a fuel staged combustor 被引量:2
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作者 LIU FuQiang ZHANG KaiYu +4 位作者 LIU CunXi MU Yong YANG JinHu XU Gang ZHU JunQiang 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第10期1941-1949,共9页
The low NOx emission technology has become an important feature of advanced aviation engine.A wide range of applications attempt to take advantage of the fact that staged combustion under lean-premixed-prevaporized(LP... The low NOx emission technology has become an important feature of advanced aviation engine.A wide range of applications attempt to take advantage of the fact that staged combustion under lean-premixed-prevaporized(LPP)conditions can significantly cut down emission and improve combustion efficiency.This paper proposes a scheme with fuel centrally staged and multi-point injection.The mixing of fuel and air is improved,and the flame temperature is relative low in combustion zone,minimizing the formation of nitrogen oxides(NOx),especially thermal NOx.In terms of the field distribution of equivalence ratio and temperature obtained from Computational Fluid Dynamics(CFD),a chemical reactor network(CRN),including several different ideal reactor,namely perfectly stirred reactor(PSR)and plug flow reactor(PFR),is constructed to simulate the combustion process and predict pollution emission.The influences of the pilot equivalence ratio and percentage of pilot/main fuel on NOx and carbon monoxide(CO)emission were investigated by CRN model.The effects of the pilot fuel and primary fuel on pollution emission were investigated experimentally.Finally,the effects of pilot equivalence ratio and pilot fuel proportion on NOx emission were discussed in detail by comparing predict of CRN and experimental results. 展开更多
关键词 fuel staged equivalence ratio NOx emission chemical reactor network
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