碳排放连续在线监测法作为一种高效、可溯源的方法,在我国碳计量领域中逐渐应用。然而,由于烟囱管道的大直径、复杂烟气流场,以及流量计检修维护、粉尘堵塞导致的监测数据中断与异常,烟气流量的准确监测成为一大挑战。为此,提出一种融...碳排放连续在线监测法作为一种高效、可溯源的方法,在我国碳计量领域中逐渐应用。然而,由于烟囱管道的大直径、复杂烟气流场,以及流量计检修维护、粉尘堵塞导致的监测数据中断与异常,烟气流量的准确监测成为一大挑战。为此,提出一种融合变量投影重要性分析(variable importance in projection,VIP)、最大信息系数(maximal information coefficient,MIC)及后向搜索(sequential backward selection,SBS)算法的联合筛选方法,结合支持向量机(support vector machine,SVM)构建烟气流量软测量模型。基于某F级燃气-蒸汽联合循环发电机组,通过VIP值评估辅助变量显著性,并结合MIC和SBS算法,进行变量冗余消除与优化选择,从而提升模型的预测精度和泛化能力。实验结果显示:SVM的表现优于长短时间记忆网络模型,与反向传播神经网络相比具有较好的泛化能力;当辅助变量数量为12时,模型性能最佳,测试集的均方根误差和平均绝对百分比误差均较低,验证了变量筛选方法的有效性;在稳态和非稳态工况下,模型预测值的平均绝对百分比误差小于0.7%,并有一定的滤波作用。展开更多
Constructing self-protected metastable intermolecular composites(MICs) enables the regulation of microstructures towards boosting controllable detonation performance,and also prevents information leakage,which is mean...Constructing self-protected metastable intermolecular composites(MICs) enables the regulation of microstructures towards boosting controllable detonation performance,and also prevents information leakage,which is meaningful but challenging.Herein,a convenient and efficient method of combining highly-controlled electrophoretic assembly,surface modification and microwave heat treatment was employed to design promising heattriggered wettability switchable high-energy smart C-doped Al/Cr_(2)O_(3)MIC,and surface modification mechanism was proposed,respectively.The anti-wetting ability of the product was demonstrated by a series of tests of water contact angle,impact resistance,immersion,selfcleaning,etc.The key information recording/encryption procedures were realized by constructing a hydrophilic/hydrophobic interface and adjusting the wettability of the product.In addition,the output heat of asobtained smart MIC can reach ~1.5 kJ·g^(-1),and its attenuation rate was only ~30% even after underwater aging,further verifying its potential practicality.Thus,our design provides a promising strategy for engineering smart MIC with diversified functional structures for blasting applications and beyond.展开更多
本实验旨在探究Mic60在小鼠卵母细胞体外成熟中的作用。选取4~6周龄的雌性C57BL/6J小鼠,注射孕马血清促性腺激素(PMSG)48 h后采集卵母细胞并随机分为对照组和Mic60抑制组(包括50、100、130、150μmol/L组,Miclxin组为130μmol/L)。卵母...本实验旨在探究Mic60在小鼠卵母细胞体外成熟中的作用。选取4~6周龄的雌性C57BL/6J小鼠,注射孕马血清促性腺激素(PMSG)48 h后采集卵母细胞并随机分为对照组和Mic60抑制组(包括50、100、130、150μmol/L组,Miclxin组为130μmol/L)。卵母细胞体外培养16 h后,通过免疫荧光染色检测纺锤体形态、ROS水平、线粒体分布和质量,利用qPCR检测抗氧化基因表达、线粒体呼吸链亚基的表达、整合应激反应相关基因的表达。结果表明:与对照组相比,130μmol/L Mic60抑制剂会降低卵母细胞体外成熟率(78.29%vs.21.08%,P<0.01),并显著阻碍纺锤体的组装;与对照组相比,Miclxin组卵母细胞中的ROS水平升高(P<0.05),且Sod1(0.83 vs. 0.22)和Sod2(0.84 vs. 0.27)基因表达降低(P<0.05),线粒体分布异常比例升高(0.16 vs. 0.57,P<0.05),线粒体膜电位水平降低(1.61 vs. 1.05,P<0.05),ATP产生降低(1.16 vs. 0.79,P<0.05);Miclxin组卵母细胞线粒体呼吸链复合体亚基Ndufv2和Sdha表达降低(P<0.05),Cyc1表达升高(P<0.05),卵母细胞mtDNA拷贝数降低(19 324 vs. 9 066,P<0.05);与对照组相比,Miclxin组卵母细胞Oma1、Dele1、Eif2ak1、eIF2α基因表达上调(P<0.05),触发了整合应激反应(Integrated Stress Response,ISR)并上调了ISR主要效应因子Atf4、Atf5和Chop的表达(P<0.05)。可见,抑制Mic60会通过损害线粒体功能并触发ISR影响卵母细胞体外成熟效果。展开更多
文摘三维激光雷达通过发射激光束并精准测算反射光的返回时间,获取模块表面的三维坐标,从而生成丰富的点云数据。该技术对于MiC(模块化集成建筑,Modular Integrated Construction)模块尺寸检验具有高效性,能快速地对模块轮廓是否满足出场和拼装精度要求进行快速判别。采用三维激光雷达扫描一个外形较为规整的模块建筑,鉴于原始点云数据量巨大,利用点云下采样技术,在保留关键特征基础上,对数据进行轻量化处理。接着,基于SCAN vs BIM技术,将处理后的点云与已构建的BIM模型精准匹配,从而准确判别模块制造误差。结果表明:相较于人工检测,该方法只需1人现场操作,可大幅提升模块出场尺寸检验效率、降低人工成本、提升企业收益。研究成果与工程经验可为MiC模块尺寸检验提供思路,并为虚拟预拼装技术提供重要参考。
文摘碳排放连续在线监测法作为一种高效、可溯源的方法,在我国碳计量领域中逐渐应用。然而,由于烟囱管道的大直径、复杂烟气流场,以及流量计检修维护、粉尘堵塞导致的监测数据中断与异常,烟气流量的准确监测成为一大挑战。为此,提出一种融合变量投影重要性分析(variable importance in projection,VIP)、最大信息系数(maximal information coefficient,MIC)及后向搜索(sequential backward selection,SBS)算法的联合筛选方法,结合支持向量机(support vector machine,SVM)构建烟气流量软测量模型。基于某F级燃气-蒸汽联合循环发电机组,通过VIP值评估辅助变量显著性,并结合MIC和SBS算法,进行变量冗余消除与优化选择,从而提升模型的预测精度和泛化能力。实验结果显示:SVM的表现优于长短时间记忆网络模型,与反向传播神经网络相比具有较好的泛化能力;当辅助变量数量为12时,模型性能最佳,测试集的均方根误差和平均绝对百分比误差均较低,验证了变量筛选方法的有效性;在稳态和非稳态工况下,模型预测值的平均绝对百分比误差小于0.7%,并有一定的滤波作用。
基金financially supported by the National Natural Science Foundation of China (Nos.21805014,82102635,52373087,52003300 and 22109120)Chongqing Municipal Education Commission (Nos.CXQT20026 and KJQN202201408)。
文摘Constructing self-protected metastable intermolecular composites(MICs) enables the regulation of microstructures towards boosting controllable detonation performance,and also prevents information leakage,which is meaningful but challenging.Herein,a convenient and efficient method of combining highly-controlled electrophoretic assembly,surface modification and microwave heat treatment was employed to design promising heattriggered wettability switchable high-energy smart C-doped Al/Cr_(2)O_(3)MIC,and surface modification mechanism was proposed,respectively.The anti-wetting ability of the product was demonstrated by a series of tests of water contact angle,impact resistance,immersion,selfcleaning,etc.The key information recording/encryption procedures were realized by constructing a hydrophilic/hydrophobic interface and adjusting the wettability of the product.In addition,the output heat of asobtained smart MIC can reach ~1.5 kJ·g^(-1),and its attenuation rate was only ~30% even after underwater aging,further verifying its potential practicality.Thus,our design provides a promising strategy for engineering smart MIC with diversified functional structures for blasting applications and beyond.
文摘本实验旨在探究Mic60在小鼠卵母细胞体外成熟中的作用。选取4~6周龄的雌性C57BL/6J小鼠,注射孕马血清促性腺激素(PMSG)48 h后采集卵母细胞并随机分为对照组和Mic60抑制组(包括50、100、130、150μmol/L组,Miclxin组为130μmol/L)。卵母细胞体外培养16 h后,通过免疫荧光染色检测纺锤体形态、ROS水平、线粒体分布和质量,利用qPCR检测抗氧化基因表达、线粒体呼吸链亚基的表达、整合应激反应相关基因的表达。结果表明:与对照组相比,130μmol/L Mic60抑制剂会降低卵母细胞体外成熟率(78.29%vs.21.08%,P<0.01),并显著阻碍纺锤体的组装;与对照组相比,Miclxin组卵母细胞中的ROS水平升高(P<0.05),且Sod1(0.83 vs. 0.22)和Sod2(0.84 vs. 0.27)基因表达降低(P<0.05),线粒体分布异常比例升高(0.16 vs. 0.57,P<0.05),线粒体膜电位水平降低(1.61 vs. 1.05,P<0.05),ATP产生降低(1.16 vs. 0.79,P<0.05);Miclxin组卵母细胞线粒体呼吸链复合体亚基Ndufv2和Sdha表达降低(P<0.05),Cyc1表达升高(P<0.05),卵母细胞mtDNA拷贝数降低(19 324 vs. 9 066,P<0.05);与对照组相比,Miclxin组卵母细胞Oma1、Dele1、Eif2ak1、eIF2α基因表达上调(P<0.05),触发了整合应激反应(Integrated Stress Response,ISR)并上调了ISR主要效应因子Atf4、Atf5和Chop的表达(P<0.05)。可见,抑制Mic60会通过损害线粒体功能并触发ISR影响卵母细胞体外成熟效果。
