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变分资料同化中伴随敏感度计算优化技术
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作者 曹小群 赵艳玲 +2 位作者 全育阳 刘柏年 郭亚楠 《地球科学前沿(汉斯)》 2020年第8期675-686,共12页
针对变分资料同化中目标泛函梯度计算复杂和实现困难等问题,研究了离散伴随敏感度计算优化技术。首先通过与梯度直接计算方法的比较,说明了伴随方程在变分资料同化中的重要作用,通过理论推导和分析展示了当分析变量维数特别巨大时伴随... 针对变分资料同化中目标泛函梯度计算复杂和实现困难等问题,研究了离散伴随敏感度计算优化技术。首先通过与梯度直接计算方法的比较,说明了伴随方程在变分资料同化中的重要作用,通过理论推导和分析展示了当分析变量维数特别巨大时伴随敏感度计算方法在计算效率方面的显著优势;其次考虑到在伴随敏感度计算中Jacobian矩阵是重要影响因素,结合大气预报方程组离散格式分析了伴随方程中Jacobian矩阵的稀疏性及非零元素分布特征;再次,针对变分资料同化中Jacobian矩阵的稀疏性给出了一种压缩存储策略;最后利用有向无环图对函数计算、切线性和伴随计算过程进行了表示,通过示例说明了基于计算图顶点消除的伴随代码优化技术,采用顶点消除方法对四维变分资料同化极小化过程中调用的热点伴随程序进行优化改进后,将大大减小计算量。 展开更多
关键词 资料同化 离散伴随方法 最优化 敏感度计算 Jacobian矩阵
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一种图像敏感对象的识别方法 被引量:3
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作者 张永梅 吴攀 李炜 《计算机测量与控制》 北大核心 2014年第7期2167-2169,2188,共4页
针对现有的图像识别方法识别某一指定对象,提出了一种图像敏感对象的识别方法,该方法改进了现有目标识别的局限性;首先通过计算得到图像中对象的敏感度值,然后对图像对象进行纹理、色彩、形状和显著特征提取,最后结合敏感度值识别出图... 针对现有的图像识别方法识别某一指定对象,提出了一种图像敏感对象的识别方法,该方法改进了现有目标识别的局限性;首先通过计算得到图像中对象的敏感度值,然后对图像对象进行纹理、色彩、形状和显著特征提取,最后结合敏感度值识别出图像中敏感度大的对象,并与经典的敏感度检测方法比较;实验结果表明该方法敏感信息丢失少,且能精确得到图像对象敏感度值,通过敏感度的不同,识别出人眼感兴趣的对象信息。 展开更多
关键词 敏感度计算 特征提取 图像识别 感兴趣对象
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调整微型涡喷发动机临界转速的方法
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作者 邱荣华 刘颖 《机械制造与自动化》 2016年第6期75-77,121,共4页
微型涡喷发动机工作转速高,其二阶或三阶临界转速往往在其工作转速之内。阐述了一种不增加额外装置而调整微型涡喷发动机转子系统临界转速的方法。首先采用有限元法对转子系统进行临界转速计算,并通过试验数据修正计算模型。然后对影响... 微型涡喷发动机工作转速高,其二阶或三阶临界转速往往在其工作转速之内。阐述了一种不增加额外装置而调整微型涡喷发动机转子系统临界转速的方法。首先采用有限元法对转子系统进行临界转速计算,并通过试验数据修正计算模型。然后对影响临界转速的要素进行敏感度计算,从中确定几个对临界转速影响较大的要素,并对其进行调整就可以达到调整临界转速的目的,具有方向明确,节省时间的特点。 展开更多
关键词 微型涡喷发动机 临界转速计算 要素 敏感度计算
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Optical-fiber distributed temperature sensor:design and realization 被引量:1
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作者 MENG Ling JIANG Ming-shun +1 位作者 SUI Qing-mei FENG De-jun 《Optoelectronics Letters》 EI 2008年第6期415-418,共4页
Through analyzing theoretically the temperature effect of the optical-fiber Raman backscattering,a distributed temperature sensor is designed based on the single-mode fiber. Demodulation methods of temperature transdu... Through analyzing theoretically the temperature effect of the optical-fiber Raman backscattering,a distributed temperature sensor is designed based on the single-mode fiber. Demodulation methods of temperature transduction are compared,and then the demodulation method using the ratio of the anti-Stokes and the Stokes Raman backscattering intensity is adopted. Both the hardware composition and the software realization of the system are introduced in detail. The experiment shows that the distinguishing ability of the temperature and that of the space are 1℃ and 2m,respectively,and that the system response time is about 180 s with a sensing range of 5km and with a temperature measurement range of 0-100℃. 展开更多
关键词 光纤分布 温度敏感度 信号传输 计算机技术
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Solubility of Emodin in Alcohols 被引量:3
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作者 吕阳成 林泉 +1 位作者 骆广生 戴猷元 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2009年第2期251-253,共3页
Emodin is a kind of anthraquiones with pharmaceutical activities.The solubilities of emodin in ethanol,1-octanol,and ethanol+1-octanol at different temperatures were measured using an analytical method.The solubility ... Emodin is a kind of anthraquiones with pharmaceutical activities.The solubilities of emodin in ethanol,1-octanol,and ethanol+1-octanol at different temperatures were measured using an analytical method.The solubility of emodin in these solvents increased with an increase in temperature.With the temperature deviating from room temperature,the dependence of the solubility of emodin on temperature became a lot more remarkable.The solubility of emodin in ethanol was more sensitive to temperature than that in 1-octanol.The solubility data of emodin in the same species of solvent at different temperatures was correlated with an empirical equation.The calculated results agreed with the experimental data well. 展开更多
关键词 SOLUBILITY EMODIN ETHANOL 1-octanol
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Reliability and sensitivity of bogie frame of high-speed train with strength degradation 被引量:5
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作者 吕昊 张义民 +1 位作者 张旭方 卢昊 《Journal of Central South University》 SCIE EI CAS 2013年第12期3490-3496,共7页
High-speed bogie frame is a key mechanical component in a train system. The reliability analysis of the bogie is necessary to the safety of high-speed train. Reliability analysis of a bogie frame was considered. The e... High-speed bogie frame is a key mechanical component in a train system. The reliability analysis of the bogie is necessary to the safety of high-speed train. Reliability analysis of a bogie frame was considered. The equivalent load method was employed to account for random repeated loads in structural reliability analysis. Degradation of material strength was regarded as a Gamma process. The probabilistic perturbation method was, then, employed for response moment computation. Example of a high-speed train bogie structure under time-variant load was employed for reliability and sensitivity analyses. Monte-Carlo simulation verifies the accuracy and efficiency of the proposed method in time-variant reliability analysis. The analysis results show that the reliability calculation considering the strength degradation and repeated load is closer to the practicality than the method of considering reliability calculation only. Its decreasing velocity is faster than the traditional reliability. The reliability sensitivity value changes over time. The analysis results provide a variation trend of reliability and sensitivity to design and usage of bogie frame. 展开更多
关键词 RELIABILITY sensitivity repeated load strength degradation time-dependent reliability
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