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Refined entropy analysis in turbine cascade:A novel loss decomposition method for flow with large separation
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作者 Junheng WANG Weihao ZHANG +2 位作者 Yufan WANG Dongming HUANG Zhengping ZOU 《Chinese Journal of Aeronautics》 2025年第12期134-147,共14页
To address the deficiency in loss diagnostic methods for turbines working at off-design angles of attack,a novel loss decomposition method suitable for cascade flow with large separation is proposed.The method propose... To address the deficiency in loss diagnostic methods for turbines working at off-design angles of attack,a novel loss decomposition method suitable for cascade flow with large separation is proposed.The method proposed has the following advantages over existing methods:(A)It enables refined loss decomposition for cascade flows,capable of identifying the spatial range of specific regions such as shear layers and backflow regions,thereby obtaining the loss characteristics of these regions.(B)The region identification criteria in this method have clear physical meanings,rather than relying on arbitrary area division.(C)The method has good applicability and is suitable for cascade flows under various angles of attack.Validation shows that this method achieves satisfactory results.Based on this method,the loss mechanisms of a low-pressure turbine cascade at a low Reynolds number of 4.3×10^(4)and angles of attack of-5°,-20°,and-45°are investigated using Large Eddy Simulations(LESs).Entropy analysis quantitatively demonstrates significant differences in the composition of losses among flow regions,due to their different flow characteristics.From the perspective of flow regions,wake loss dominates total loss,while loss in backflow region is negligible.Furthermore,the variation mechanisms of loss with incidence differ among different flow regions. 展开更多
关键词 Entropy analysis Large eddy simulation loss decomposition method Negative angle of attack Turbine cascade Unsteady aerodynamics
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Scale effect and methods for accuracy evaluation of attribute information loss in rasterization 被引量:4
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作者 BAI Yan LIAO Shunbao SUN Jiulin 《Journal of Geographical Sciences》 SCIE CSCD 2011年第6期1089-1100,共12页
Rasterization is a conversion process accompanied with information loss, which includes the loss of features' shape, structure, position, attribute and so on. Two chief factors that affect estimating attribute accura... Rasterization is a conversion process accompanied with information loss, which includes the loss of features' shape, structure, position, attribute and so on. Two chief factors that affect estimating attribute accuracy loss in rasterization are grid cell size and evaluating method. That is, attribute accuracy loss in rasterization has a close relationship with grid cell size; besides, it is also influenced by evaluating methods. Therefore, it is significant to analyze these two influencing factors comprehensively. Taking land cover data of Sichuan at the scale of 1:250,000 in 2005 as a case, in view of data volume and its processing time of the study region, this study selects 16 spatial scales from 600 m to 30 km, uses rasterizing method based on the Rule of Maximum Area (RMA) in ArcGIS and two evaluating methods of attribute accuracy loss, which are Normal Analysis Method (NAM) and a new Method Based on Grid Cell (MBGC), respectively, and analyzes the scale effect of attribute (it is area here) accuracy loss at 16 different scales by these two evaluating methods comparatively. The results show that: (1) At the same scale, average area accuracy loss of the entire study region evaluated by MBGC is significantly larger than the one estimated using NAM. Moreover, this discrepancy between the two is obvious in the range of 1 km to 10 km. When the grid cell is larger than 10 km, average area accuracy losses calculated by the two evaluating methods are stable, even tended to parallel. (2) MBGC can not only estimate RMA rasterization attribute accuracy loss accurately, but can express the spatial distribution of the loss objectively. (3) The suitable scale domain for RMA rasterization of land cover data of Sichuan at the scale of 1:250,000 in 2005 is better equal to or less than 800 m, in which the data volume is favorable and the processina time is not too Iona. as well as the area accuracv loss is less than 2.5%. 展开更多
关键词 RASTERIZATION attribute accuracy loss evaluation methodS grid cell scale effect SICHUAN
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Probabilistic seismic loss estimation via endurance time method 被引量:1
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作者 Ehsan Tafakori Saeid Pourzeynali Homayoon E. Estekanchi 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2017年第1期233-245,共13页
Probabilistic Seismic Loss Estimation is a methodology used as a quantitative and explicit expression of the performance of buildings using terms that address the interests of both owners and insurance companies. Appl... Probabilistic Seismic Loss Estimation is a methodology used as a quantitative and explicit expression of the performance of buildings using terms that address the interests of both owners and insurance companies. Applying the ATC 58 approach for seismic loss assessment of buildings requires using Incremental Dynamic Analysis (IDA), which needs hundreds of time-consuming analyses, which in turn hinders its wide application. The Endurance Time Method (ETM) is proposed herein as part of a demand propagation prediction procedure and is shown to be an economical alternative to IDA. Various scenarios were considered to achieve this purpose and their appropriateness has been evaluated using statistical methods. The most precise and efficient scenario was validated through comparison against IDA driven response predictions of 34 code conforming benchmark structures and was proven to be sufficiently precise while offering a great deal of efficiency. The loss values were estimated by replacing IDA with the proposed ETM-based procedure in the ATC 58 procedure and it was fotmd that these values suffer from varying inaccuracies, which were attributed to the discretized nature of damage and loss prediction functions provided by ATC 58. 展开更多
关键词 performance-based earthquake engineering probabilistic seismic loss endurance time method uncertaintypropagation
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Improved Method of Power Loss and Electric Field Calculations of HVAC Transmission Lines
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作者 DU Zhiye RUAN Jiangjun JIN Shuo HUANG Guodong ZHU Lin 《高电压技术》 EI CAS CSCD 北大核心 2013年第10期2365-2371,共7页
An improved method for calculating the corona power loss and the ground-level electric field on HVAC transmission lines induced by corona is proposed.Based on a charge simulation method combined with a method of succe... An improved method for calculating the corona power loss and the ground-level electric field on HVAC transmission lines induced by corona is proposed.Based on a charge simulation method combined with a method of successive images,the proposed method has the number and location of the simulated charges not arbitrary.When the surface electric field of a conductor exceeds the onset value,charges are emitted from corona into the space around,and the space ions and the surface charges on each sub-conductor are simulated by using the images of the other sub-conductors.The displacements of the space ions are calculated at every time step during corona periods in both the positive and the negative half cycles.Several examples are calculated by using the proposed method,and the calculated electric field at the ground level and the corona power loss agree well with previous measurements.The results show that simulating 12 charges in each conductor during 600 time steps in one cycle takes less time while guarantees the accuracy.The corona discharge from a 220 kV transmission line enhances slightly(less than 2%) the electric field at the ground level,but this effect is little from a 500 kV line.The improved method is a good compromise between the time cost and the accuracy of calculation. 展开更多
关键词 位移计算 表面电场 功率损耗 输电线路 HVAC 模拟电荷法 500千伏线路 电晕放电
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Chemical Analysis of Magnesia and Magnesia-Alumina Refractory Materials——Gravimetric method for determination of loss on ignition
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作者 WANG Jing 《China's Refractories》 CAS 2006年第4期39-40,共2页
1 Scope This standard specifies the gravimetric method for determination of loss on ignition.
关键词 Gravimetric method for determination of loss on ignition Chemical Analysis of Magnesia and Magnesia-Alumina Refractory Materials
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Transmission loss simulation based on rectangular-pulse method and experimental evaluation of acoustic performance of perforated intake pipe
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作者 LI Heng HAO Zhi-yong +1 位作者 ZHENG Xu LIU Lian-yun 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第11期2605-2612,共8页
Exact simulation of the acoustic performance is essential to the engineering application for a vehicle intake system. The rectangular-pulse method based on the computational fluid dynamics approach was employed for ca... Exact simulation of the acoustic performance is essential to the engineering application for a vehicle intake system. The rectangular-pulse method based on the computational fluid dynamics approach was employed for calculating the transmission loss. Firstly, the transmission loss of the single-cavity element was simulated without any airflow, and the effects of different structural parameters on the acoustic performance were investigated comprehensively. Secondly, the static transmission loss of the perforated intake pipe was obtained by the rectangular-pulse method, which is proved to be accurate enough compared with the result by finite element method. Thirdly, under the different conditions of the mean airflow and the operating temperature, the specific transmission loss was acquired respectively. In general, the peaks of the transmission loss are shifted to the lower frequency range because of the reverse airflow, but the amplitudes are irregularly changed. Besides, when the operating temperature increases, the peaks are shifted to the higher frequencies. Finally, with the designed perforated pipe installed to the intake system, the road tests were proceeded to evaluate the actual acoustic performance, and the result indicates that the intake sound pressure level is greatly attenuated. Typically in the range of 600–1500 Hz, the insertion loss of the intake noise at the decelerating moment is almost 20 d B(A), and the overall noise is reduced more than 14.2 d B(A). In conclusion, the perforated intake pipe has been proved excellent in improving the acoustic performance of intake system and could provide the guidance for the automotive engineering application. 展开更多
关键词 perforated INTAKE PIPE rectangular-pulse method transmission loss mean flow temperature ROAD test
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A Comparative Study of the Difference Method and the Enzyme-Hydrolyzed Casein Method for Determining True Amino Acid Digestibilities and Endogenous Amino Acid Losses in Duck Feed 被引量:1
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作者 GuangtaoGuo KangningWang XiaLi 《Journal of Animal Science and Biotechnology》 SCIE CAS 2010年第2期101-107,共7页
In this study, we examined the varia- tions between the difference method and the enzyme- hydrolyzed casein method for determining endogenous amino acid loss and the true amino acid digestibility in ducks fed normal p... In this study, we examined the varia- tions between the difference method and the enzyme- hydrolyzed casein method for determining endogenous amino acid loss and the true amino acid digestibility in ducks fed normal protein-containing diets. These methods were compared to the nitrogen-free (N-free) diet method. The difference method was based on soy- bean meal as the only protein source, with the experi- mental diets containing crude protein levels at 15% and 20%. The enzyme-hydrolyzed casein method was based on enzyme-hydrolyzed casein meal as the pro- tein source, with the experimental diet containing a crude protein level of 17.5%. The N-free diet was prepared with starches and paper fibers. In each meth- od,64 Tianfu meat drakes (7-weeks-old) with an av- erage body weight of 2.77±0.16 kg were used and divided into four groups, and fed four different diets. Each group contained four replicates of four drakes and they were force fed trial diets according to the Sirbald method for detecting their apparent amino aciddigestibility, endogenous amino acid loss and true a- mino acid digestibility. The results demonstrated that using the difference, enzyme-hydrolyzed casein and N-free diet methods, endogenous amino acid losses were 0. 9946,1. 2243 and 0. 9297 mg/g dry matter in- take ( DMI), respectively. The true amino acid digest- ibility measured by the difference method was 88.93 %±4.43 %. Using the enzyme-hydrolyzed ca- sein method with two dietary crude protein levels of 15% and 20%, the digestibility was 91.15%±4.33% and 91.97%±4. 16%, respectively, and by the N-free diet methods with two dietary crude protein levels of 15% and 20% ,it was 88.55%±4.29% and 88.82 %±4.61%, respectively. The results suggested that when the dietary protein level was 15% to 20 %, the true amino acid digestibility and endogenous ami- no acid loss as determined by the difference method was more accurate than the values determined by the enzyme-hydrolyzed casein method. 展开更多
关键词 casein enzymolysis method difference method DRAKE endogenous amino acid loss true amino acid digestibility
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一种改进的液体电磁参数自由空间测量方法
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作者 黄丘林 刘丹 +1 位作者 曹如洁 钟杨帆 《微波学报》 北大核心 2026年第1期53-59,共7页
针对液体毫米波频段宽带电磁参数测量的需求,论文提出了一种改进的自由空间测量方法。在本方法中,发射与接收喇叭被安装在储液槽上方的远场位置,通过时域窗抑制干扰信号,使接收信号更纯净。利用待测液体两种深度下散射参数S21的相位和幅... 针对液体毫米波频段宽带电磁参数测量的需求,论文提出了一种改进的自由空间测量方法。在本方法中,发射与接收喇叭被安装在储液槽上方的远场位置,通过时域窗抑制干扰信号,使接收信号更纯净。利用待测液体两种深度下散射参数S21的相位和幅度,计算待测液体介电常数和损耗角正切。与传统自由空间法相比,本方法可消除系统固有误差对液体电磁参数测试结果的干扰,避免储液槽侧壁带来的影响,同时还可以通过增加待测液体深度进行多次测量取平均,方便地提高测量精度。分析了影响液体电磁参数测量误差的因素,通过对硅油和一种合成油的电磁参数的测试验证了本方法的有效性。 展开更多
关键词 液体 介电常数 损耗角正切 自由空间法 宽带 毫米波 时域窗
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电磁阀快速开启过程动态特性仿真与参数优化
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作者 高红红 原佳妮 +2 位作者 姜向荣 梁宇全 张佩瑶 《西安工业大学学报》 2026年第1期12-21,共10页
为了提高电磁阀动态响应特性和可靠性,本文基于电磁阀的数学模型,进行电磁阀的结构和参数设计;并利用Maxwell软件建立电磁阀的仿真模型,探究峰值电压、线圈匝数、主气隙宽度、动铁芯质量、弹簧预紧力、弹簧刚度对电磁阀响应时间和电磁... 为了提高电磁阀动态响应特性和可靠性,本文基于电磁阀的数学模型,进行电磁阀的结构和参数设计;并利用Maxwell软件建立电磁阀的仿真模型,探究峰值电压、线圈匝数、主气隙宽度、动铁芯质量、弹簧预紧力、弹簧刚度对电磁阀响应时间和电磁力的影响规律;以减小响应时间和涡流损耗为目标,采用田口法对电磁阀的上述参数进行优化,得到优化参数组合。结果表明:电磁力随峰值电压的增加而增大,随主气隙宽度、线圈匝数增大而减小;响应时间随峰值电压的增大而减小,随线圈匝数、主气隙宽度、动铁芯质量和弹簧预紧力的增大而增大,响应时间与弹簧刚度几乎无关;优化参数仿真所得电磁阀的响应时间满足要求,研究结果为电磁阀的优化设计提供了理论依据。 展开更多
关键词 电磁阀 电磁力 涡流损耗 响应特性 田口法
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基于CNN-Transformer架构的电磁传播损耗预测算法
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作者 万勇 李骏杰 +1 位作者 孙伟峰 戴永寿 《现代电子技术》 北大核心 2026年第6期43-48,共6页
为了解决传统经验传播损耗模型预测精度不足的问题,提出一种基于CNN-Transformer架构的电磁传播损耗预测算法,通过构建回归模型进行精准的传播损耗预测。通过斯皮尔曼系数法提取有效特征,利用CNN提取与传播损耗预测高度相关的浅层特征,... 为了解决传统经验传播损耗模型预测精度不足的问题,提出一种基于CNN-Transformer架构的电磁传播损耗预测算法,通过构建回归模型进行精准的传播损耗预测。通过斯皮尔曼系数法提取有效特征,利用CNN提取与传播损耗预测高度相关的浅层特征,将从卫星图像中获取的传播路径上地物特征序列进行位置编码,增强对传播路径中不同地物特征顺序对传播损耗影响的理解。最后将CNN提取的浅层特征与位置编码后的地物特征输入到Transformer模型,通过多头自注意力机制捕捉特征间的全局关联性,从而有效校正传播损耗的预测结果。实验结果表明,所提出的CNN-Transformer方法显著降低了传播损耗预测的均方根误差(RMSE),达到了3.3745 dB,同时保持了0.8956的较高确定性系数(R^(2))。所提的电磁传播损耗预测算法为无线通信传播特性研究领域提供了参考,具有一定的应用价值。 展开更多
关键词 电磁传播 损耗预测 TRANSFORMER CNN 斯皮尔曼系数法 地物类型 位置编码
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Q345R钢在熔盐环境中的高温腐蚀行为研究
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作者 韩书栋 鲁维东 +2 位作者 卢学峰 盛捷 唐兴昌 《材料保护》 2026年第2期129-139,共11页
为了评估Q345R钢在高温熔盐环境中的长期服役性能,考察了其在400℃、40%KNO_(3)+60%NaNO_(3)(质量分数)熔盐中的高温腐蚀行为。采用失重法结合金相显微镜(OM)、X射线衍射仪(XRD)及扫描电镜-能谱分析(SEM-EDS)等多种表征手段,揭示了腐蚀... 为了评估Q345R钢在高温熔盐环境中的长期服役性能,考察了其在400℃、40%KNO_(3)+60%NaNO_(3)(质量分数)熔盐中的高温腐蚀行为。采用失重法结合金相显微镜(OM)、X射线衍射仪(XRD)及扫描电镜-能谱分析(SEM-EDS)等多种表征手段,揭示了腐蚀速率演变规律与氧化膜形成过程。结果表明:随腐蚀时间从300 h延长至1200 h,质量损失量由0.0033 g/cm^(2)增至0.0085 g/cm^(2),而腐蚀速率呈现降低趋势,从初始300 h内的1.0972×10^(-5)g/(cm^(2)h)降至1200 h时的6.3920×10^(-6)g/(cm^(2)h)。XRD分析证实表面腐蚀产物为Fe_(3)O_(4),且Fe的衍射峰强度随腐蚀时间的延长而下降,表明Fe_(3)O_(4)氧化膜不断形成并覆盖表面;SEM显示腐蚀初期以均匀点蚀为主,至1200 h时因氧化膜局部脱落形成岛屿状形貌。截面形貌观察表明,Fe_(3)O_(4)氧化膜厚度从300 h的11.43μm增长至1200 h的22.50μm,且膜层逐渐致密化,尽管1200 h时局部出现微小剥离缝隙,整体结合良好。基于第一性原理计算表明,Fe/Fe_(3)O_(4)界面存在0.48 e的电荷转移,增强了界面化学键合作用,有助于提高Fe3 O4氧化膜的附着力和防护性能。综上,Fe_(3)O_(4)膜的逐渐形成与致密化是腐蚀速率降低的关键原因。本研究为Q345R钢在熔盐储能、核能等高温环境中的应用提供了重要的腐蚀数据与理论参考。 展开更多
关键词 Q345R钢 熔盐腐蚀 氧化膜 失重法 高温腐蚀
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基于耦合渗流分析的CEL方法研究盾构隧道涌水涌砂灾害机理及控制措施
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作者 郑刚 邱惠敏 +2 位作者 张天奇 陈至通 刘梦韶 《岩土工程学报》 北大核心 2026年第4期673-686,共14页
富水粉土、粉(细)砂地层中盾构隧道涌水涌砂灾害事故频发。提出了一种可耦合渗流分析(seepage analysis)的欧拉-拉格朗日数值方法(Coupled Eulerian-Lagrangian Method,简称CEL方法),即S-CEL方法,用于模拟盾构隧道管片接缝渗漏发生后土... 富水粉土、粉(细)砂地层中盾构隧道涌水涌砂灾害事故频发。提出了一种可耦合渗流分析(seepage analysis)的欧拉-拉格朗日数值方法(Coupled Eulerian-Lagrangian Method,简称CEL方法),即S-CEL方法,用于模拟盾构隧道管片接缝渗漏发生后土体流失、结构变形与管片接缝渗漏点演生的耦合灾变过程。首先通过两个渗漏试验对所提出的方法进行了验证。进而基于某地铁盾构隧道涌水涌砂事故,利用S-CEL方法再现了灾害发展过程,并与实测结果进行了对比验证,揭示了管片接缝渗漏点演生顺序,以及土体流失机理和隧道结构响应机制。研究表明,管片接缝渗漏点沿着隧道纵向渐进演生,伴随着土体流失质量急剧增加,黏、砂土层交界面位置处产生侵蚀空腔,隧道出现严重不均匀沉降和错台变形,管片混凝土发生损伤。最后,研究了灾害抢险措施,建议灾害发生后,应尽快采取应急降水措施和隧道临时加固措施,可有效延缓后续漏点的产生。 展开更多
关键词 盾构隧道 涌水涌砂 S-CEL方法 漏点演生 土体流失 管片损伤
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新方法计算经椎间孔腰椎椎体间融合围术期隐性失血及风险因素
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作者 彭煜健 谢玉 +1 位作者 王前亮 蒋凤仙 《中国组织工程研究》 北大核心 2026年第21期5549-5555,共7页
背景:经椎间孔腰椎椎体间融合是治疗腰椎间盘突出、腰椎管狭窄和腰椎滑脱等腰椎退行性疾病主要的手术方式之一。隐性失血是指患者隐匿性丧失的血量,往往被人们忽视。目的:使用新方法评估经椎间孔腰椎椎体间融合围术期总失血量情况,基于... 背景:经椎间孔腰椎椎体间融合是治疗腰椎间盘突出、腰椎管狭窄和腰椎滑脱等腰椎退行性疾病主要的手术方式之一。隐性失血是指患者隐匿性丧失的血量,往往被人们忽视。目的:使用新方法评估经椎间孔腰椎椎体间融合围术期总失血量情况,基于新方法计算得出隐性失血量,并分析其危险因素。方法:回顾性分析2023年10月至2024年10月于苏州大学附属第二医院脊柱外科住院治疗的93例腰椎退行性疾病(腰椎管狭窄、腰椎间盘突出及腰椎滑脱等)患者的病历资料。收集患者一般资料如年龄、性别、身高、体质量、体质量指数以及是否合并有高血压、糖尿病;手术资料如手术节段数目、手术时间、美国麻醉师协会麻醉分级;实验室检查如凝血酶原时间、活化部分凝血活酶时间、国际标准化比率、血小板计数、纤维蛋白原、D-二聚体水平。采用Pearson或Spearman相关性分析探讨患者特征与术后隐性失血之间的相关性,以多元线性回归分析确定术后隐性失血的独立危险因素。结果与结论:①新方法计算出经椎间孔腰椎椎体间融合的平均隐性失血量为(284.24±352.76)mL,占总失血量的58.6%;而传统手术方法计算出平均隐性失血量为(165.77±339.89)mL,占总失血量的34.15%,两者之间差异有显著性意义(P<0.05);②单因素分析中,隐性失血量与节段数目(r=0.213,P=0.040)和手术时间(r=0.210,P=0.043)呈正相关,与血小板计数呈负相关(r=-0.324,P=0.018);③多元线性回归分析中,血小板计数减少是影响隐性失血的独立危险因素(P=0.016);④提示新方法对于隐性失血量的估计更准确,隐性失血为围术期总失血量的重要组成部分;节段数目增多、手术时间延长、血小板计数减少是经椎间孔腰椎椎体间融合隐性失血的危险因素,其中血小板计数减少是独立危险因素。 展开更多
关键词 隐性失血 新方法 经椎间孔腰椎椎体间融合术 危险因素 围术期失血
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机械应力下取向硅钢片动态损耗特性测量与模拟
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作者 付裕恒 李琳 《电工技术学报》 北大核心 2026年第2期359-373,共15页
构成电力变压器铁心的取向硅钢片在加工叠装及运行过程中会不可避免地受到机械应力的作用,机械应力改变了取向硅钢片原有的磁畴结构,进而使其动态损耗发生变化,因此,需要对取向硅钢片机械应力下的动态损耗特性开展相关研究。针对现有模... 构成电力变压器铁心的取向硅钢片在加工叠装及运行过程中会不可避免地受到机械应力的作用,机械应力改变了取向硅钢片原有的磁畴结构,进而使其动态损耗发生变化,因此,需要对取向硅钢片机械应力下的动态损耗特性开展相关研究。针对现有模型在参数辨识中容易过拟合且对于取向硅钢适用性差的问题,该文首先测量了不同拉、压机械应力下取向硅钢片的静态磁滞与动态损耗特性。然后根据应力下静态磁场强度之间的关系,引入应力引起的附加磁场强度并结合Energetic模型,得到考虑应力的静态磁滞模型,并由静态磁滞回线的面积计算磁滞损耗。由于在一定应力范围内取向硅钢片的电导率只与材料成分有关,因此,涡流损耗不受应力影响。通过分析应力对剩余损耗的影响,提出剩余损耗参数V0受应力影响的表达式,以计算剩余损耗,最终将上述三种损耗叠加即为应力作用下的动态损耗。该文建立的动态损耗模型的计算结果与实验结果对比表明了所提方法具有较高精度。 展开更多
关键词 取向硅钢 应力 动态损耗 损耗分离法
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结合经验公式与物理信息神经网络的混凝土配合比设计
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作者 韦建刚 吴洵桢 杨艳 《福州大学学报(自然科学版)》 北大核心 2026年第2期204-211,共8页
通过传统经验公式与物理信息神经网络(PINN)相结合的方法,对混凝土抗压强度进行预测.选取支持向量回归、随机森林、极端梯度提升、人工神经网络和PINN共5个机器学习模型进行对比分析.结果显示,PINN模型在训练集和测试集上的决定系数、... 通过传统经验公式与物理信息神经网络(PINN)相结合的方法,对混凝土抗压强度进行预测.选取支持向量回归、随机森林、极端梯度提升、人工神经网络和PINN共5个机器学习模型进行对比分析.结果显示,PINN模型在训练集和测试集上的决定系数、均方根误差、平均绝对误差均为最佳,说明PINN模型具有良好的拟合和泛化能力.通过SHAP解释方法进行可视化分析,发现PINN模型能很好地捕捉传统经验公式和数据之间的规律,从而获得较好的拟合结果.因此,将经验物理知识融入机器学习神经网络框架中对于混凝土性能预测具有重要意义. 展开更多
关键词 混凝土 抗压强度 物理信息神经网络 物理约束 损失函数 SHAP解释方法
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一种喹啉修饰油酸咪唑啉缓蚀剂的合成及性能研究
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作者 贾蕗路 裴锋 +1 位作者 田旭 刘欣 《电镀与涂饰》 北大核心 2026年第3期29-36,共8页
[目的]针对传统咪唑啉缓蚀剂水溶性差、缓蚀效率有限等问题,设计并合成了一种双配位基团的喹啉修饰的油酸咪唑啉缓蚀剂(OA-QNC)。[方法]该缓蚀剂以十七烯基羟乙基咪唑啉(OA)和喹哪啶酸(QNC)为原料,通过简单的酯化缩合反应制备,其结构通... [目的]针对传统咪唑啉缓蚀剂水溶性差、缓蚀效率有限等问题,设计并合成了一种双配位基团的喹啉修饰的油酸咪唑啉缓蚀剂(OA-QNC)。[方法]该缓蚀剂以十七烯基羟乙基咪唑啉(OA)和喹哪啶酸(QNC)为原料,通过简单的酯化缩合反应制备,其结构通过核磁共振氢谱(^(1)H)和碳谱(^(13)C)表征确认。[结果]在10%稀盐酸溶液腐蚀体系中,静态失重法评价结果表明当OA-QNC的质量浓度为600 mg/L时,对Q235碳钢的缓蚀率高达95.26%,显著优于未修饰原料OA的缓释率(78.96%)。动电位极化曲线与电化学阻抗谱测试进一步证实,OA-QNC能有效抑制碳钢的阴、阳极电化学腐蚀过程,其优异的性能归因于分子中咪唑啉与喹啉双配位基团的协同作用,增强了在金属表面的吸附能力与成膜致密性。[结论]本研究为开发高效、多功能咪唑啉类缓蚀剂提供了新的思路与实验依据。 展开更多
关键词 咪唑啉 喹啉 缓蚀剂 静态失重法 电化学测试
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突发性聋患者的前庭功能研究现状
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作者 谭双双 石业华 +1 位作者 高耀宇 陈宇 《中华耳科学杂志》 北大核心 2026年第1期77-81,共5页
突发性聋作为耳鼻喉科常见急症,其病理机制尚未完全明确,临床观察显示,该病常伴有前庭系统功能异常。目前,关于突发性聋患者前庭功能的研究日益增多,然而前庭功能障碍的具体定位、损伤程度与听力预后的关联仍不清晰,且传统的依赖症状的... 突发性聋作为耳鼻喉科常见急症,其病理机制尚未完全明确,临床观察显示,该病常伴有前庭系统功能异常。目前,关于突发性聋患者前庭功能的研究日益增多,然而前庭功能障碍的具体定位、损伤程度与听力预后的关联仍不清晰,且传统的依赖症状的评估方式也存在漏诊风险。本文系统梳理了前庭损伤的病理机制、功能检查技术的临床价值及康复干预的循证依据,以期为突发性聋的多维度诊疗提供理论支持,并促进前庭功能评估在预后预测中的标准化应用。 展开更多
关键词 突发性聋 前庭功能 检查方法 康复方法
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永磁电机环流损耗及抑制措施仿真分析
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作者 郭琳 《防爆电机》 2026年第2期53-57,共5页
随着高速永磁同步电机向高功率密度发展,工作频率显著升高,绕组内的交流铜耗,特别是由并绕股线间不平衡漏磁引起的环流损耗,成为影响电机效率与温升的关键因素。现针对一台18槽16极永磁同步电机,建立了基于子域法的二维电磁场解析模型,... 随着高速永磁同步电机向高功率密度发展,工作频率显著升高,绕组内的交流铜耗,特别是由并绕股线间不平衡漏磁引起的环流损耗,成为影响电机效率与温升的关键因素。现针对一台18槽16极永磁同步电机,建立了基于子域法的二维电磁场解析模型,快速求解槽内漏磁场分布。结合电路理论构建了股线环流分析模型,揭示了环流产生机理。通过有限元仿真与解析计算对比,系统分析了并绕股数、工作频率及绕组排布方式对环流损耗的影响规律。针对高频PWM供电产生的非正弦电流,建立了场-路-控联合仿真系统,量化了各次谐波电流对环流损耗的贡献。为抑制环流,提出了两种基于槽内股线换位的优化方法,仿真结果表明,所提换位方法可显著均衡股线电感,将环流损耗降低50%以上。为高速永磁电机的低损耗绕组设计提供了理论依据与有效技术途径。 展开更多
关键词 永磁同步电机 环流损耗 子域法 槽内换位 高频谐波 有限元仿真
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圆柱形动力锂离子电池热物性的原位试验表征
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作者 张晓军 王杰 +3 位作者 盛雷 张焕娟 史峻铭 王骞 《汽车安全与节能学报》 北大核心 2026年第1期96-103,共8页
为研究21700、18650型2种圆柱形锂离子电池径向导热系数、定压比热容与工作温度的依变关系,提出了一种考虑热量损失因素的测量电池热物性的理论模型和原位方法。分析了热量损失因素对测试结果的影响程度,并实验验证了理论方法的可靠性... 为研究21700、18650型2种圆柱形锂离子电池径向导热系数、定压比热容与工作温度的依变关系,提出了一种考虑热量损失因素的测量电池热物性的理论模型和原位方法。分析了热量损失因素对测试结果的影响程度,并实验验证了理论方法的可靠性、准确性。结果表明:在工作温度-20~60℃范围内(模拟严寒至极端高温工况),电池的径向热导率、定压比热容均随工作温度的升高而增大,热导率增大7.6%,定压比热容增大23%。电池的钢质外壳起到增强散热、均温的作用,对定压比热容的影响程度大于对热导率的影响。考虑热量损失因素后,径向热导率的测试精度达95.2%,定压比热容的测试精度达98.7%,高于不考虑热量损失因素的测试精度(最大仅为93.8%)。 展开更多
关键词 锂离子电池 热物性 热量损失 原位测试
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基于深度置信网络的非正弦激励下硅钢片的损耗计算方法研究
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作者 李庚泽 赵春嫒 +2 位作者 李连航 历博 刘一潇 《电子设计工程》 2026年第5期167-171,共5页
常规硅钢片损耗计算方法以静态损耗计算为主,未考虑硅钢片动态运行过程产生的损耗,计算结果存在一定偏差。因此,设计了基于深度置信网络的非正弦激励下硅钢片损耗计算方法。确定硅钢片磁滞损耗特征量,分析直流偏磁量、磁滞回线水平宽度... 常规硅钢片损耗计算方法以静态损耗计算为主,未考虑硅钢片动态运行过程产生的损耗,计算结果存在一定偏差。因此,设计了基于深度置信网络的非正弦激励下硅钢片损耗计算方法。确定硅钢片磁滞损耗特征量,分析直流偏磁量、磁滞回线水平宽度、磁场强度等特性,计算偏磁激励下的硅钢片损耗。基于深度置信网络计算非正弦激励下硅钢片杂散损耗,根据涡流损耗系数、磁滞损耗系数、修正系数,计算硅钢片空载、负载条件下的损耗。修正非正弦激励下硅钢片的损耗系数,基于Bertotti经典铁耗分离模型,计算非正弦激励下硅钢片单位质量损耗,实现硅钢片损耗的全面计算。通过对比实验验证,该方法计算结果更加准确,具有实际应用价值。 展开更多
关键词 深度置信网络 非正弦激励 硅钢片 损耗计算方法 磁滞损耗
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