共查询到11条相似文献,搜索用时 78 毫秒
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In this paper, a back propagation artificial neural network (BP-ANN) model is presented for the simultaneous estimation of vapour liquid equilibria (VLE) of four binary systems viz chlorodifluoromethan-carbondioxide, trifluoromethan-carbondioxide, carbondisulfied-trifluoromethan and carbondisulfied-chlorodifluoromethan. VLE data of the systems were taken from the literature for wide ranges of temperature (222.04-343.23K) and pressure (0.105 to 7.46MPa). BP-ANN trained by the Levenberg-Marquardt algorithm in the MATLAB neural network toolbox was used for building and optimizing the model. It is shown that the established model could estimate the VLE with satisfactory precision and accuracy for the four systems with the root mean square error in the range of 0.054-0.119. Predictions using BP-ANN were compared with the conventional Redlich-Kwang-Soave (RKS) equation of state, suggesting that BP-ANN has better ability in estimation as compared with the RKS equation (the root mean square error in the range of 0.115-0.1546). 相似文献
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本文在Wohl型方程之上,结合Chapman导热理论和Eyring的反应速率理论,导出了一个二元液体混合物导热系数关联式,该关联式对于非理想程度中等、特别是接近理想的二元体系精度较高,计算了14种二元混合液体导热系数,与文献值相比最大误差为3.2%。 相似文献
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采用温度相关比容平移项的比容平移Soave-Redlich-Kwong(VTSRK)方程计算新工质R1234yf和R1234ze(E)的热力学性质以及两种物质与CO2的二元混合物性质,混合物计算采用van der Waals混合规则,二元交互作用系数由密度数据拟合得到。对纯净物计算与专用状态方程进行对比,VTSRK方程比SRK方程显著改善了液相密度表征效果。对混合物的密度计算结果与实验数据进行对比,对于R1234yf+CO2二元混合体系方程与实验数据相对均方根偏差为1.17%,对于R1234ze(E)+CO2二元混合体系相对均方根偏差为0.82%。结果显示,采用温度相关比容平移项的VTSRK方程应用于R1234yf和R1234ze(E)纯流体以及R1234yf+CO2和R1234ze(E)+CO2密度性质计算,可获得较高精度。 相似文献
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用SRK方程与PR方程求算双组分混合气体热力学性质 总被引:1,自引:0,他引:1
流体热力学性质的计算是化工热力学中的一类重要计算,立方型方程经常用于这类计算中。SRK方程与PR方程是在RK方程基础上发展而来的,具有比RK方程更好的计算精度。但现有教材中没有给出PR方程和SRK方程的剩余焓、剩余熵的计算公式,缺失了流体热力学性质计算的系统性。本文通过立方型状态方程的一般形式推导出PR方程和SRK方程的剩余焓、剩余熵的计算公式,利用Excel电子表格计算双组分混合气体的热力学性质。计算过程简捷明了,利于学生更好地理解混合物热力学性质的计算过程。 相似文献
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四氢呋喃,丙酮二元混合物系分离的研究 总被引:1,自引:0,他引:1
叙述了以液-液萃取,恒沸精馏,间歇精馏为手段对四氢呋喃,丙酮二元混合物系进行分析离的方法,四氢呋喃纯度超过99.00%,收率超过70.00%。丙酮可达工业一级品的收度,收率超过50.00%。 相似文献
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李鸿仪 《中国化学工程学报》2000,8(2):163-166
1 INTRODUCTIONThere are many equations of state that can be appliedto calculate pVT and thermodynamic properties forfluids.The simplest equation of state for gas is thefamous virial equations with the second coefficient B 相似文献
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本文据Burnett法原理,建立了一套测定气体PVT性质的实验装置。用该装置测定了SiH_4-N_2体系不同温度和不同浓度下的压缩因子数据。并使用MH状态方程对数据进行了关联。计算精度满足工业配气和精密度配气的要求。 相似文献
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Densities and viscosities were measured as a function of composition for binary liquid mixture of diethylene glycol monoethyl ether [CH3CH2O(CH2)2O(CH2)2OH] + water from 293.15 to 333.15 K at atmospheric pressure, with a capillary pycnometer and Ubbelohde capillary viscometer respectively. From the experimental data, the excess molar volume VE, viscosity deviation 61508;η, and the excess energy of activation for viscous flow 61508;G*E were calculated. These data were correlated by the Redlich-Kister type equa-tions to obtain the coefficients and standard deviations. The results showed a strong molecular interaction between diethylene glycol monoethyl ether and water. 相似文献