基于贝叶斯参数优化的无模型自适应硅单晶直径控制

直拉硅单晶的生长过程涉及多场多相耦合与复杂的物理化学变化,其中工艺参数的波动是导致晶体直径不均匀的重要原因,如何实现工艺参数的控制以获得理想的、均匀的晶体直径具有重要的研究意义。本文分析现有控制方法存在不稳定以及控制效果不佳的问题后,提出基于贝叶斯参数优化的无模型自适应控制模型来控制硅单晶生长过程中的晶体直径。首先以坩埚上升速度与加热器的功率作为控制输入参数,晶体直径作为输出,搭建无模型自适应控制模型,并分析算法的稳定性。其次将控制模型进行仿真实验,发现硅单晶直径控制模型中不同的超参数设定会影响控制过程的迭代次数以及控制效果。最后,利用贝叶斯优化超参数的取值范围,并进行最终的仿真实验,结果表明,经贝叶斯参数优化后的控制模型计算快、迭代次数少,输出的晶体直径稳定,同时将生长工艺参数控制在实际生产要求范围内。因此,基于贝叶斯参数优化的无模型自适应控制实现了硅单晶直径均匀稳定的有效控制,具有结合工程背景的实际应用前景。     

n型IBC太阳电池选择性发射极工艺研究

为提升n型叉指背接触(IBC)太阳电池的光电转换效率,采用丝网印刷硼浆和高温扩散的方式形成选择性发射极结构,研究了硼扩散和硼浆印刷工艺对电池发射极钝化性能和接触性能的影响。实验结果表明,在硼扩散沉积时间和退火时间一定的条件下,硼扩散通源(BBr₃)流量为100 mL/min,沉积温度为830 ℃,退火温度为920 ℃时,发射极轻掺杂(p⁺)区域的隐开路电压达到710 mV,暗饱和电流密度为12.2 fA/cm²。发射极局部印刷硼浆湿重为220 mg时,经过高温硼扩散退火,重掺杂(p⁺⁺)区域的隐开路电压保持在683 mV左右,该区域方块电阻仅46 Ω/□,金属接触电阻为2.3 mΩ·cm². 采用该工艺方案制备的IBC电池最高光电转换效率达到24.40%,平均光电转换效率达到24.32%,相比现有IBC电池转换效率提升了0.28个百分点。     

Some inequalities on general Lp-mixed brightness integrals

Analysis Mathematica - In this paper, we investigate general Lp-mixed brightness integrals which were defined by Yan and Wang. We give their extremal values and establish Brunn-Minkowski type...     

超高效液相色谱-串联质谱法测定牛奶和奶粉中6种聚醚类抗生素残留量

建立了用于检测牛奶和奶粉中拉沙洛菌素、莫能菌素、尼日利亚菌素、盐霉素、甲基盐霉素和马杜霉素铵6种聚醚类抗生素残留量的超高效液相色谱-串联质谱分析方法.用乙腈提取样品中的聚醚类抗生素,提取液经HLB固相萃取柱净化,采用超高效液相色谱分离,以电喷雾离子源正离子多反应监测模式进行质谱分析.6种抗生素在0.5～100.0 μg/L范围内均呈线性,相关系数r>0.99.在空白样品中添加6种聚醚类抗生素的回收率均在74.0%～98.5%之间; 精密度(RSD)4.8%～17.2%.牛奶中6种聚醚类抗生素检出限均为0.2 μg/L;奶粉中6种聚醚类抗生素检出限均为1.6 μg/kg.     

Visnagin inhibits cervical cancer cells proliferation through the induction of apoptosis and modulation of PI3K/AKT/mTOR and MAPK signaling pathway

Cervical cancer, a silent killer is a second most common type of malignant tumor detected in women’s world wide. In modern medicine the usage of phytochemicals to develop drugs for treating various chronic diseases is rapidly increasing. One such phytochemical is visnagin, a furanochrome present in fruits of Ammi visnaga. We investigated the anticarcinogenic potency of visnagin against human cervical carcinoma cells. The antioxidant potency of visnagin was analyzed with FRAP assay, DPPH assay, Chemiluminscence assay and ORAC assay. The cytotoxic effect of visnagin on normal epithelial Vero cells and human cervical cancer HeLa cells were analyzed using MTT assay. The effect of visnagin on antioxidant system was examined by measuring the levels of TBARS, SOD and GSH using the colorimetric assay techniques. DCFH-DA staining, AO/EtBr staining, propidium iodide staining was performed to assess the apoptotic induction potency of visnagin against cervical cancer cells. The ability of visnagin to inhibit cancer cell migration was examined with scratch wound assay. The anticarcinogenic property of visnagin was confirmed by analyzing the gene expression of PI3K/AKT/mTOR signaling proteins and MAPK signaling proteins using qPCR analysis. Visnagin exhibited increased Trolox equivalent value in all the four antioxidant potency estimating experiments. Visnagin induced cytotoxic effect only on carcinoma cells, decreased the antioxidants and increased the generation of ROS. It also induced apoptosis and inhibited the cancer cell migration. The qPCR analysis confirms visnagin decreases the gene expression cell cycle regulating protein of both PI3K/AKT/mTOR and MAPK pathway. Overall our results authentically prove visnagin inhibits the progression of cervical cancer in vitro. Therefore it can be an ideal drug of choice which can subject to further investigation for treating cervical cancer.     

斑头雁不同组织氨基酸的组成和含量分析

采用高效液相色谱法对斑头雁卵、肌肉和羽毛中17种氨基酸进行了含量的测定,并分析其中必需氨基酸的含量,为斑头雁的保护和利用提供依据。结果表明,斑头雁的卵、腿肌、胸肌和羽毛中均含有17种氨基酸,必需氨基酸含量较高,配比合理,有较高的营养价值。     

共沉淀分离富集-ICP-MS测定天然卤水中的痕量铅和镉

在天然卤水中加入适量的铜(Ⅱ),在pH 9.5的溶液中2-巯基苯并噻唑与铜(Ⅱ)所生成的沉淀作为载体铅和镉同时共沉淀,分离、富集后用ICP-MS测定,Pb和Cd加标回收率分别为96.0%和104.0%,测定精密度RSD在0.8%—3.0%之间,方法简便、快速、实用。     

ICP-MS检测青海省海西州地区羊板粪中的重金属元素含量

实验了电感耦合等离子体-质谱法(ICP-MS)测定羊板粪中的重金属元素Cr、As、Hg、Cd、Pb,优化了仪器的测定条件。方法检出限分别为:Cr 0.39、As 0.12、Hg 0.24、Cd 0.090、Pb 0.49ng/mL,方法精密度RSD:4.9%—14.3%,加标回收率92.0%—110.0%。方法适用于类似有机物样品中重金属元素的检测。     

SOME PROPERTIES OF A CLASS OF INTERCHANGE GRAPHS

§１ＩｎｔｒｏｄｕｃｔｉｏｎＬｅｔＧｂｅａｃｏｎｎｅｃｔｅｄｇｒａｐｈｗｉｔｈｖｅｒｔｅｘ－ｓｅｔＶ（Ｇ）ａｎｄｅｄｇｅ－ｓｅｔＥ（Ｇ）．Ｄｅｎｏｔｅｂｙｅ＝（ｘ，ｙ）ｔｈｅｅｄｇｅｊｏｉｎｉｎｇｔｈｅｖｅｒｔｉｃｅｓｘａｎｄｙｏｆＧ．Ａｍ－ｃｌｉｑ...