混合碳四的来料加工

分析了混合碳四中3种关键组分超标对丁二烯生产的不利影响，提出了外加工混合碳四过程中具体的应对措施和解决方案。     

Probabilistic characterisation of model error using Gaussian mixture model—With application to Charpy impact energy prediction for alloy steel

A novel approach to characterise the model prediction errors using a Gaussian mixture model is proposed. The motivation for this work lies behind many data models that are developed through prediction error minimisation with the assumption of a normal noise distribution. When the noise is non-normal, which may often be the case in complicated data modelling scenarios, the model prediction errors may contain rich information, which can be further exploited for model refinement and improvement. The key contents presented in this paper include: choosing the relevant variables to form the error data, optimising the number of Gaussian components required for the error data modelling, and fitting the Gaussian mixture parameters using an expectation-maximisation algorithm. Application of the proposed method for further model improvement, within the framework of hybrid deterministic/stochastic modelling, is also discussed. Preliminary results on the real industrial Charpy impact energy data for heat-treated steels show its effectiveness for model error characterisation, and the potential for model performance improvement in terms of prediction accuracy as well as providing accurate prediction confidence intervals.     

Preparation of lithium-ion polymer battery using LiNi1/3Co1/3Mn1/3O2 as a cathode material and its electrochemical properties

In this work, LiNi_1/3Mn_1/3Co_1/3O₂ powders were synthesized from co-precipitated spherical metal hydroxide. In the voltage range of 2.8–4.2, 2.8–4.4, and 2.8–4.6 V, the discharge capacities of LiNi_1/3Mn_1/3Co_1/3O₂ electrode were 163, 177, and 193 mAh⋅g⁻¹, respectively. A gel polymer electrolyte (GPE) was also prepared using polyoxyalkylene glycol acrylate (POAGA) as a macromonomer. LiNi_1/3Mn_1/3Co_1/3O₂/GPE/graphite cells were prepared and their electrochemical properties were evaluated at various current densities and temperatures. The ionic conductivity of the GPE was more than 6.2 × 10⁻³ S⋅cm⁻¹ at room temperature. POAGA-based cells were showed good electrochemical performances such as rate capability, low-temperature performance, and cycleability.     

Stochastic structural model of rock and soil aggregates by continuum-based discrete element method

Ancient slope[1], debris-flow deposit[2] and rock-filling dam[3] are usually made of rock and soil aggregates (RSA). The RSA is a typical inhomogeneous and discontinuous medium, and its main characteristics include: (i) loose piling up by blocks or particles, (ii) mixing of different blocks with a range of shapes and sizes, (iii) stochastic distribu- tion of blocks in space, (4) fillings often in between blocks. The mechanical properties of these rock and soil aggregates are commonly obtaine…     

PC/104总线工控机及其在饲料配料控制中的应用

通过一个应用实例来说明ＰＣ／１０４总线工控机不仅在结构、硬件、软件上与标准ＰＣ总线工控机完全兼容，而且由于采用模块化设计方法使之体积更紧凑、可靠性更高、功耗更低。     

基于GMM统计特性参数和SVM的话者确认

针对与文本无关的话者确认中大量训练样本数据的情况，本文提出了一种基于GMM统计特性参数和支持向量机的与文本无关的话者确认系统，以说话人的GMM统计特性参数作为特征参数训练建立目标话者的SVM模型，既有效地提取了话者特征信息，解决了大样本数据下的SVM训练问题，又结合了统计模型鲁棒性好和辨别模型分辨力好的优点，提高了确认系统的确认性能及鲁棒性。对微软麦克风语音数据库和NIST’01手机电话语音数据库的实验表明该方法的有效性。     

混合物临界温度的预测与关联

在用分子基元分数表示组成和关联混合物临界温度的基础上,进一步研究有机、无机和有机—无机混合物的临界温度估算方法,经208个物系1539个计算点验证,误差小于1.04％。     

一种混合噪声图像去噪方法

首先分析了含有高斯白噪声和脉冲噪声的图像必须采用不同去噪方法的原因;然后分别给出了小波变换后的低频子带图像与高频子带图像的去噪方法：用改进的邻域平均法对低频子带图像进行去噪处理。对高频子带图像采用中值滤波、阀值处理、小波系数增强方法去除脉冲噪声;最后对经过处理后的各子带图像进行小波逆变换得到恢复图像;实验结果证明了理论分析的正确性。     

基于正交法的水泥稳定碎石试验及抗裂性能研究

采用正交法设计研究了水泥稳定碎石的配合比;通过极差和均方差分析确定了水泥含量、碎石含量和碎石级配等因素对水泥稳定碎石7 d无侧限抗压强度影响的主次关系,选择了各因素的最优组合;对骨架密度型水泥稳定碎石和悬浮密实型水泥稳定碎石抗裂性能进行了研究,结果表明骨架密实型水泥稳定碎石具有较好的力学性能和抗裂性能.     

基于多目标混料设计的重介质旋流器混料成分配比

为了准确掌握重介质旋流器各混料成分之间的配比关系,明确不同配比对旋流器产出质量和产量的影响,实现分选效果的最优化.分析了现有旋流器优化和混料配比研究的不足,探讨了采用混料设计方法解决上述问题的可行性和局限性。通过设计混料试验,运行试验得到试验结果,建立混料成分与各响应变量的数学模型,分析模型的有效性,以各响应变量的同时最佳为综合约束条件进行响应优化,通过求解苛求函数复合合意度最高时的各参数值,确定各混料成分的最优配比,并通过T假设检验验证试验结果用于生产的有效性。结合某选煤厂旋流器生产运行情况,明确旋流器中块煤、悬浮液和煤泥各混料的水平要求,采用极端顶点法设计混料试验并运行试验,建立三因子与精煤灰分和产率两个响应变量之间的回归模型,分析两响应变量同时最佳条件下最优的混料配比,得到三混料成分配比依次为15.5%、59.8%、24.7%,依据上述配比进行试生产,并采用T检验验证试验结果是有效的,从而为选煤厂高效生产和精确控制提供有效的支撑,也为后期实现自动化控制提供了可能。