The paper presents our contribution to the full 3D finite element modelling of a hybrid stepping motor using COMSOL Multiphysics software. This type of four-phase motor has a permanent magnet interposed between the tw...The paper presents our contribution to the full 3D finite element modelling of a hybrid stepping motor using COMSOL Multiphysics software. This type of four-phase motor has a permanent magnet interposed between the two identical and coaxial half stators. The calculation of the field with or without current in the windings (respectively with or without permanent magnet) is done using a mixed formulation with strong coupling. In addition, the local high saturation of the ferromagnetic material and the radial and axial components of the magnetic flux are taken into account. The results obtained make it possible to clearly observe, as a function of the intensity of the bus current or the remanent induction, the saturation zones, the lines, the orientations and the magnetic flux densities. 3D finite element modelling provide more accurate numerical data on the magnetic field through multiphysics analysis. This analysis considers the actual operating conditions and leads to the design of an optimized machine structure, with or without current in the windings and/or permanent magnet.展开更多
Video-based action recognition is becoming a vital tool in clinical research and neuroscientific study for disorder detection and prediction.However,action recognition currently used in non-human primate(NHP)research ...Video-based action recognition is becoming a vital tool in clinical research and neuroscientific study for disorder detection and prediction.However,action recognition currently used in non-human primate(NHP)research relies heavily on intense manual labor and lacks standardized assessment.In this work,we established two standard benchmark datasets of NHPs in the laboratory:Monkeyin Lab(Mi L),which includes 13 categories of actions and postures,and MiL2D,which includes sequences of two-dimensional(2D)skeleton features.Furthermore,based on recent methodological advances in deep learning and skeleton visualization,we introduced the Monkey Monitor Kit(Mon Kit)toolbox for automatic action recognition,posture estimation,and identification of fine motor activity in monkeys.Using the datasets and Mon Kit,we evaluated the daily behaviors of wild-type cynomolgus monkeys within their home cages and experimental environments and compared these observations with the behaviors exhibited by cynomolgus monkeys possessing mutations in the MECP2 gene as a disease model of Rett syndrome(RTT).Mon Kit was used to assess motor function,stereotyped behaviors,and depressive phenotypes,with the outcomes compared with human manual detection.Mon Kit established consistent criteria for identifying behavior in NHPs with high accuracy and efficiency,thus providing a novel and comprehensive tool for assessing phenotypic behavior in monkeys.展开更多
目的检测新生儿B族链球菌(group B streptococcus,GBS)感染所致化脓性脑膜炎(purulent meningitis,PM)血清中维生素D、白细胞介素(interleukin,IL)-6、IL-10、肿瘤坏死因子-α(tumor necrosis factor-α,TNF-α)和C反应蛋白(c-reactive ...目的检测新生儿B族链球菌(group B streptococcus,GBS)感染所致化脓性脑膜炎(purulent meningitis,PM)血清中维生素D、白细胞介素(interleukin,IL)-6、IL-10、肿瘤坏死因子-α(tumor necrosis factor-α,TNF-α)和C反应蛋白(c-reactive protein,CRP)的表达水平,并探讨其临床价值。方法选取2017年5月至2020年5月在秦皇岛市第一医院出生的59例GBS感染的PM新生儿纳入观察组,同期59例非GBS感染的PM新生儿(晚发败血症)纳入对照组。检测所有受试者血清维生素D、CRP、IL-6、IL-10和TNF-α水平,并进行Pearson相关性分析;利用受试者操作特征(receiver operating characteristic,ROC)曲线分析血清维生素D和炎性细胞因子对新生儿GBS感染所致PM的诊断价值。统计学方法采用t检验、χ^(2)检验和Pearson相关性分析。结果观察组与对照组孕产妇胎膜早破[47.5%(28/59)与5.1%(3/59),χ^(2)=27.345]、产时窒息[52.5%(31/59)与18.6%(11/59),χ^(2)=14.787]和产褥感染[(44.1%(26/59)与(22.0%(13/59)),χ^(2)=6.473]的发生率比较,观察组明显高于对照组(P<0.05)。观察组血清维生素D水平显著低于对照组[(13.3±2.1)μg/L与(21.1±5.0)μg/L,t=11.345],IL-6[(87.1±14.5)μg/L与(63.9±11.9)μg/L,t=9.507]、IL-10[(49.6±15.2)μg/L与(29.3±10.0)μg/L,t=8.596]、TNF-α[(76.8±19.0)μg/L与(50.0±10.8)μg/L,t=9.410]和CRP[(21.5±5.0)μg/L与(13.7±3.7)μg/L,t=9.702]水平显著高于对照组(P值均<0.05)。Pearson相关性分析结果显示,观察组血清维生素D水平分别与IL-6、IL-10、TNF-α和CRP水平呈负相关(r=-0.662、-0.644、-0.564、-0.643,P<0.05);血清维生素D、IL-6、IL-10、TNF-α和CRP单独诊断GBS感染新生儿PM的曲线下面积(area under the curve,AUC)分别为0.831(95%CI:0.757~0.904)、0.887(95%CI:0.830~0.944)、0.859(95%CI:0.793~0.925)、0.888(95%CI:0.821~0.955)、0.879(95%CI:0.820~0.938),5项联合检测的AUC为0.991(95%CI:0.978~1.000)。结论GBS感染所致的PM新生儿血清中维生素D水平降低,炎性细胞因子水平增加,对于GBS感染所致的PM具有一定的辅助诊断价值。展开更多
文摘The paper presents our contribution to the full 3D finite element modelling of a hybrid stepping motor using COMSOL Multiphysics software. This type of four-phase motor has a permanent magnet interposed between the two identical and coaxial half stators. The calculation of the field with or without current in the windings (respectively with or without permanent magnet) is done using a mixed formulation with strong coupling. In addition, the local high saturation of the ferromagnetic material and the radial and axial components of the magnetic flux are taken into account. The results obtained make it possible to clearly observe, as a function of the intensity of the bus current or the remanent induction, the saturation zones, the lines, the orientations and the magnetic flux densities. 3D finite element modelling provide more accurate numerical data on the magnetic field through multiphysics analysis. This analysis considers the actual operating conditions and leads to the design of an optimized machine structure, with or without current in the windings and/or permanent magnet.
基金supported by the National Key R&D Program of China (2021ZD0202805,2019YFA0709504,2021ZD0200900)National Defense Science and Technology Innovation Special Zone Spark Project (20-163-00-TS-009-152-01)+4 种基金National Natural Science Foundation of China (31900719,U20A20227,82125008)Innovative Research Team of High-level Local Universities in Shanghai,Science and Technology Committee Rising-Star Program (19QA1401400)111 Project (B18015)Shanghai Municipal Science and Technology Major Project (2018SHZDZX01)Shanghai Center for Brain Science and Brain-Inspired Technology。
文摘Video-based action recognition is becoming a vital tool in clinical research and neuroscientific study for disorder detection and prediction.However,action recognition currently used in non-human primate(NHP)research relies heavily on intense manual labor and lacks standardized assessment.In this work,we established two standard benchmark datasets of NHPs in the laboratory:Monkeyin Lab(Mi L),which includes 13 categories of actions and postures,and MiL2D,which includes sequences of two-dimensional(2D)skeleton features.Furthermore,based on recent methodological advances in deep learning and skeleton visualization,we introduced the Monkey Monitor Kit(Mon Kit)toolbox for automatic action recognition,posture estimation,and identification of fine motor activity in monkeys.Using the datasets and Mon Kit,we evaluated the daily behaviors of wild-type cynomolgus monkeys within their home cages and experimental environments and compared these observations with the behaviors exhibited by cynomolgus monkeys possessing mutations in the MECP2 gene as a disease model of Rett syndrome(RTT).Mon Kit was used to assess motor function,stereotyped behaviors,and depressive phenotypes,with the outcomes compared with human manual detection.Mon Kit established consistent criteria for identifying behavior in NHPs with high accuracy and efficiency,thus providing a novel and comprehensive tool for assessing phenotypic behavior in monkeys.
文摘目的检测新生儿B族链球菌(group B streptococcus,GBS)感染所致化脓性脑膜炎(purulent meningitis,PM)血清中维生素D、白细胞介素(interleukin,IL)-6、IL-10、肿瘤坏死因子-α(tumor necrosis factor-α,TNF-α)和C反应蛋白(c-reactive protein,CRP)的表达水平,并探讨其临床价值。方法选取2017年5月至2020年5月在秦皇岛市第一医院出生的59例GBS感染的PM新生儿纳入观察组,同期59例非GBS感染的PM新生儿(晚发败血症)纳入对照组。检测所有受试者血清维生素D、CRP、IL-6、IL-10和TNF-α水平,并进行Pearson相关性分析;利用受试者操作特征(receiver operating characteristic,ROC)曲线分析血清维生素D和炎性细胞因子对新生儿GBS感染所致PM的诊断价值。统计学方法采用t检验、χ^(2)检验和Pearson相关性分析。结果观察组与对照组孕产妇胎膜早破[47.5%(28/59)与5.1%(3/59),χ^(2)=27.345]、产时窒息[52.5%(31/59)与18.6%(11/59),χ^(2)=14.787]和产褥感染[(44.1%(26/59)与(22.0%(13/59)),χ^(2)=6.473]的发生率比较,观察组明显高于对照组(P<0.05)。观察组血清维生素D水平显著低于对照组[(13.3±2.1)μg/L与(21.1±5.0)μg/L,t=11.345],IL-6[(87.1±14.5)μg/L与(63.9±11.9)μg/L,t=9.507]、IL-10[(49.6±15.2)μg/L与(29.3±10.0)μg/L,t=8.596]、TNF-α[(76.8±19.0)μg/L与(50.0±10.8)μg/L,t=9.410]和CRP[(21.5±5.0)μg/L与(13.7±3.7)μg/L,t=9.702]水平显著高于对照组(P值均<0.05)。Pearson相关性分析结果显示,观察组血清维生素D水平分别与IL-6、IL-10、TNF-α和CRP水平呈负相关(r=-0.662、-0.644、-0.564、-0.643,P<0.05);血清维生素D、IL-6、IL-10、TNF-α和CRP单独诊断GBS感染新生儿PM的曲线下面积(area under the curve,AUC)分别为0.831(95%CI:0.757~0.904)、0.887(95%CI:0.830~0.944)、0.859(95%CI:0.793~0.925)、0.888(95%CI:0.821~0.955)、0.879(95%CI:0.820~0.938),5项联合检测的AUC为0.991(95%CI:0.978~1.000)。结论GBS感染所致的PM新生儿血清中维生素D水平降低,炎性细胞因子水平增加,对于GBS感染所致的PM具有一定的辅助诊断价值。
