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基于最大熵原理的条件回收率建模分析 被引量:2
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作者 林洁 《统计与决策》 CSSCI 北大核心 2008年第21期12-14,共3页
文章为有效对回收率进行研究,建模时将抵押担保和企业的信用等级这两个因素加以考虑,应用最大熵原理,对违约损失率估计出最佳的条件概率密度。利用该模型不仅能够估计出违约损失率的均值和方差,还可以得出违约损失率的分布密度;另外,该... 文章为有效对回收率进行研究,建模时将抵押担保和企业的信用等级这两个因素加以考虑,应用最大熵原理,对违约损失率估计出最佳的条件概率密度。利用该模型不仅能够估计出违约损失率的均值和方差,还可以得出违约损失率的分布密度;另外,该模型也具有明确的经济学意义。返回检验表明,该模型对双峰分布有更好的估计效果。 展开更多
关键词 条件回收率 违约损失率 最大熵原理
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基于最大熵原理的条件回收率建模分析 被引量:1
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作者 林洁 《统计与信息论坛》 CSSCI 2008年第9期32-35,共4页
通常使用的数据拟合只是对回收率分布的一个描述,为有效对回收率进行研究,建模时将抵押担保和企业的信用等级这两个因素加以考虑,应用最大熵原理,对违约损失率估计出最佳的条件概率密度。利用该模型不仅能够估计出违约损失率的均值和方... 通常使用的数据拟合只是对回收率分布的一个描述,为有效对回收率进行研究,建模时将抵押担保和企业的信用等级这两个因素加以考虑,应用最大熵原理,对违约损失率估计出最佳的条件概率密度。利用该模型不仅能够估计出违约损失率的均值和方差,还可以得出违约损失率的分布密度;另外,该模型也具有更明确的经济学意义。返回检验表明,该模型的估计效果优于单因素模型、动态多元回归模型以及非参数核密度估计法。 展开更多
关键词 条件回收率 违约损失率 最大熵原理
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Germanium separation and purification by leaching and precipitation 被引量:4
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作者 Saeid Bayat Sajjad Aghazadeh +2 位作者 Mohammad Noaparast Mahdi Gharabaghi Behrooz Taheri 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第9期2214-2222,共9页
In this research work, extraction and purification of germanium from zinc leach residues(ZLR) were investigated. The results of ICP, XRF, and atomic adsorption spectroscopy(AAS) tests show that contents of germanium, ... In this research work, extraction and purification of germanium from zinc leach residues(ZLR) were investigated. The results of ICP, XRF, and atomic adsorption spectroscopy(AAS) tests show that contents of germanium, iron, lead, and zinc within the leaching residue were 105×10^(-6), 3.53%, 10.35%, and 8.8%, respectively. XRD results indicate that the main minerals were in different forms of sulfates(CaSO_4·2H_2O, PbSO_4 and ZnSO_4·6H__2O), silicate(SiO_2), and oxide(Fe_2O_3). Dissolution of leaching filter cake was carried out using 5 parameters and each in 4 levels(acid concentration, temperature, time, liquid-to-solid ratio, and stirring speed) by Taguchi method(L_(16)), and then optimization of the effective parameters by response surface method. Under optimum conditions, zinc and germanium dissolution efficiencies were 88.71% and 8%, respectively. Leaching tests with sulfuric acid(added di-ammonium oxalate monohydrate) and hydrochloric acid(HCl) on the residues obtained from previous-stage sulfuric acid dissolution, yielded germanium and iron recoveries of 83%, 88%, 40%, and 90%, respectively. Thus, leaching experiment with sulfuric acid(added di-ammonium oxalate monohydrate) was superior to that with hydrochloric acid due to high and low extraction amounts of germanium and iron, respectively. Precipitation experiments revealed that germanium purification with tannic acid presented a better result compared to sodium hydroxide and ammonia. Under optimum conditions, contents of germanium and iron in the solution after precipitation were 0.1505% and 14.7% with precipitation yields of 91% and 52%, respectively. 展开更多
关键词 experimental design di-ammonium oxalate monohydrate GERMANIUM leaching tannic acid
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Reduction smelting on bismuth oxide residue in FeO-SiO2-CaO ternary slag system
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作者 张杜超 张新望 +6 位作者 杨天足 文剑锋 刘伟锋 陈霖 饶帅 肖庆凯 郝占东 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第6期1326-1331,共6页
Reduction smelting of the bismuth oxide residue from pressure leaching of bismuth sulfide was investigated in the FeO-SiO_2-CaO ternary slag system.The results show that all the recovery ratios of Bi,Ag,Cu and Pb incr... Reduction smelting of the bismuth oxide residue from pressure leaching of bismuth sulfide was investigated in the FeO-SiO_2-CaO ternary slag system.The results show that all the recovery ratios of Bi,Ag,Cu and Pb increase with the increase of reductive coal proportion,reaction temperature and time,while too much reductive coal would help Fe enter metal phase;CaO/SiO_2and Fe O/SiO_2 of the chosen slag system should be 0.5-0.75 and 1.25-1.75,respectively,for the reason that the slag system has the optimum mobility and is beneficial for the recovery of metals.The corresponding optimum conditions are determined as follows:the added coal proportion is 7%of the leaching residue,CaO/SiO_2 mass ratio in the chosen slag system is 0.5 and FeO-SiO_2 is 1.5,the reaction temperature is 1300°C and the reaction time is 40 min.Under the above conditions,the recovery ratios of Bi,Ag,Cu and Pb are 99.6%,99.8%,97.0%and 97.3%,respectively. 展开更多
关键词 bismuth oxide residue reduction smelting FeO-SiO2-CaO ternary slag system recovery ratio
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