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Investigation of colloidal biogenic sulfur flocculation:Optimization using response surface analysis 被引量:2
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作者 Fan Chen Ye Yuan +5 位作者 Chuan Chen Youkang Zhao Wenbo Tan Cong Huang Xijun Xu Aijie Wang 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2016年第4期227-235,共9页
The colloidal properties of biogenic elemental sulfur(S^0)cause solid–liquid separation problems,such as poor settling and membrane fouling.In this study,the separation of S^0 from bulk liquids was performed using ... The colloidal properties of biogenic elemental sulfur(S^0)cause solid–liquid separation problems,such as poor settling and membrane fouling.In this study,the separation of S^0 from bulk liquids was performed using flocculation.Polyaluminum chloride(PAC),polyacrylamide(PAM)and microbial flocculant(MBF)were compared to investigate their abilities to flocculate S^0 produced during the treatment of sulfate-containing wastewater.A novel approach with response surface methodology(RSM)was employed to evaluate the effects and interactions of flocculant dose,pH and stirring intensity,on the treatment efficiency in terms of the S^0 flocculation and the supernatant turbidity removal.The dose optimization results indicated that the S^0 flocculation efficiency decreased in the following order PAC〉MBF〉PAM.Optimum S^0 flocculation conditions were observed at pH 4.73,a stirring speed of 129 r/min and a flocculant dose of 2.42 mg PAC/mg S.During optimum flocculation conditions,the S^0f locculation rate reached 97.53%.Confirmation experiments demonstrated that employing PAC for S^0 flocculation is feasible and RSM is an efficient approach for optimizing the process of S^0 flocculation.The results provide basic parameters and conditions for recovering sulfur during the treatment of sulfate-laden wastewaters. 展开更多
关键词 elemental sulfur flocculation optimization response surface methodology (rsm
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Optimization of Sensor Orientation in Railway Wheel Detector, Using Kriging Method 被引量:2
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作者 Ali Zamani Ahmad Mirabadi 《Journal of Electromagnetic Analysis and Applications》 2011年第12期529-536,共8页
Considering the importance of axle counter function in detecting the train wheels and determining the clearance or occupancy of a track section, it is important to ensure a safe and reliable performance of this system... Considering the importance of axle counter function in detecting the train wheels and determining the clearance or occupancy of a track section, it is important to ensure a safe and reliable performance of this system. In this paper, in order to improve the sensor performance, the authors have focused on the orientation of magnetic sensors’ coils. In order to improve the detection capability of the system, through measuring the induced voltage in the receiver coil, it is important to adjust the relative orientation of the transmitter and receiver coils. Due to the existence of infinite relative orientations, in order to determine the optimum orientation for the sensor coils, Kriging methods which is one of the Response Surface Methodologies (RSMs) is applied. Finite Element Method (FEM) is utilized to provide sample data, as inputs to the Kriging algorithm. The analysis not only provides the optimum relative orientation of the sensor coils, it also improves analysis time, comparing to field based measurements. The analysis results are validated by the laboratory based data implemented in the control and signaling laboratory of the school of railway engineering and also field based tests in Iranian railway. 展开更多
关键词 Electromagnetic Sensor Finite element Method (FEM) KRIGING optimization RAILWAY AXLE COUNTER response surface methodology (rsm)
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基于RSM的永磁驱动器偏心磁极的多目标优化 被引量:12
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作者 石松宁 王大志 时统宇 《仪器仪表学报》 EI CAS CSCD 北大核心 2014年第9期1963-1971,共9页
本文设计了一种具有偏心磁极结构的永磁驱动器,采用三维有限元仿真建立改进的永磁驱动器的样本空间,通过中心复合试验设计选取合适的试验点,利用ANSYS有限元分析软件对试验点处的永磁驱动器重量、涡流损耗和输出转矩进行分析计算,获取... 本文设计了一种具有偏心磁极结构的永磁驱动器,采用三维有限元仿真建立改进的永磁驱动器的样本空间,通过中心复合试验设计选取合适的试验点,利用ANSYS有限元分析软件对试验点处的永磁驱动器重量、涡流损耗和输出转矩进行分析计算,获取响应值。根据响应值建立改进的永磁驱动器二阶响应面回归模型。并基于该回归模型,在确保永磁驱动器输出转矩不小于额定转矩的情况下,选择重量和涡流损耗功率最小为优化目标,利用自适应权重粒子群算法对永磁驱动器偏心磁极结构进行多目标优化,得出最优结构参数组合。有限元仿真实验对比改进前后永磁驱动器的磁通密度和涡流密度分布的结果,验证了该优化方法的可行性。优化结果使改进的永磁驱动器重量与原样机相比减少了1.145 kg,涡流损耗功率减小了70.76 W,提高了永磁驱动器的传动转矩,进一步提高了系统的工作效率。 展开更多
关键词 永磁驱动器 有限元法 响应面法 自适应权重粒子群算法 多目标优化
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基于响应面法的主轴系统热特性有限元模型参数修正 被引量:4
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作者 吴佳燕 李郝林 《机械设计与研究》 CSCD 北大核心 2010年第4期21-24,共4页
提出了一种运用响应面法建立数控机床主轴系统有限元热特性分析的近似模型的数值方法,并结合实验数据,将主轴系统热特性温度误差与热载荷参数之间的隐性关系用显示函数近似表达出来,代替原有的有限元模型,并在此基础上对有限元模型进行... 提出了一种运用响应面法建立数控机床主轴系统有限元热特性分析的近似模型的数值方法,并结合实验数据,将主轴系统热特性温度误差与热载荷参数之间的隐性关系用显示函数近似表达出来,代替原有的有限元模型,并在此基础上对有限元模型进行优化修正,提高原有限元模型的准确度。对数控平面磨床主轴系统有限元模型修正的结果表明:基于近似模型的主轴系统有限元模型的热载荷修正方法可以减少有限元分析的计算误差,提高有限元模型修正的效率,热特性分析有限元模型修正结果具有可接受的精度。 展开更多
关键词 响应面法(rsm) 优化 有限元模型 实验设计
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