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广义地球物理KdV方程的Lump波与扭结波相互作用解初值扰动行为
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作者 邱燕红 鲜大权 田宝单 《大学数学》 2024年第5期16-20,共5页
针对一类广义地球物理KdV方程进行研究,利用Painleve分析思想构造了一个包含初始常数解的双线性变换,并应用拟设函数法得到两类与初值有关的Lump波与周期波、扭结波相互作用的显式精确解.此外,根据包含初始常数解u 0扰动的解的结构得到... 针对一类广义地球物理KdV方程进行研究,利用Painleve分析思想构造了一个包含初始常数解的双线性变换,并应用拟设函数法得到两类与初值有关的Lump波与周期波、扭结波相互作用的显式精确解.此外,根据包含初始常数解u 0扰动的解的结构得到u 0的两个分叉点.最后,在一定参数条件下,利用数学软件对所得Lump波与周期波相互作用模式、Lump波与扭结波相互作用模式进行了绘图展示.结果表明:方程初始常数解对广义地球物理KdV方程的发展性态具有明显的扰动特征. 展开更多
关键词 广义地球物理KdV方程 双线性法 初值扰动 lump 扭结波
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(3+1)维Hirota双线性方程的lump解
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作者 秦春艳 晋守博 +1 位作者 任敏 李壮壮 《兰州文理学院学报(自然科学版)》 2024年第5期1-7,共7页
非线性发展方程是现代数学的一重要分支,其精确解的计算一直都是非线性科学领域的主流与焦点问题.lump解是精确解析解的一种特殊形式,以(3+1)维Hirota双线性方程为例对此展开研究.首先,利用Hirota双线性方法研究其经典lump解.其次,以双... 非线性发展方程是现代数学的一重要分支,其精确解的计算一直都是非线性科学领域的主流与焦点问题.lump解是精确解析解的一种特殊形式,以(3+1)维Hirota双线性方程为例对此展开研究.首先,利用Hirota双线性方法研究其经典lump解.其次,以双线性神经网络方法为基础,借助符号计算方法,得到方程的高阶lump解,主要是4阶lump解的计算.最后,通过对参数赋予一些特殊值,借助Maple软件,绘制出相关的三维图、密度图、相图以及传播图等,得到一些新的现象,同时展示了所求出的解的动力学行为. 展开更多
关键词 (3+1)维Hirota双线性方程 符号计算法 双线性神经网络方法 lump
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New Lump Solution and Their Interactions with N-Solitons for a Shallow Water Wave Equation
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作者 Yin Ji Xiyu Tan 《Journal of Applied Mathematics and Physics》 2024年第8期2836-2848,共13页
By employing the Hirota’s bilinear method and different test functions, the breather solutions of HSI equation with different structures are obtained based on symbolic calculation with perturbation parameters. Some n... By employing the Hirota’s bilinear method and different test functions, the breather solutions of HSI equation with different structures are obtained based on symbolic calculation with perturbation parameters. Some new lump solitons are found in the process of studying the degradation behavior of breather solutions. The interaction between lump solution and soliton solution is constructed in the form of lump solution, and the motion trajectory of lump is obtained. In addition, the theorem of lump solitons and N-solitons superposition is given and proved. The superposition formula of lump is derived from the theorem, and its spatial evolution behavior is given. 展开更多
关键词 HSI Equation Breather-Waves lump Solutions Interaction Solution
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广义(3+1)维KdV方程的lump解、相互作用解和呼吸子解 被引量:1
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作者 于明惠 王云虎 《应用数学和力学》 CSCD 北大核心 2023年第8期1007-1016,共10页
基于广义(3+1)维KdV方程的双线性形式,得到了方程的lump解、相互作用解及呼吸子解.证明了lump解在空间各个方向上都是有理局域的,并在lump波与线孤子的相互作用过程中观察到了“聚变”和“裂变”现象,最后得到了方程的呼吸子解.
关键词 广义(3+1)维KdV方程 lump 相互作用解 呼吸子解
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Dynamics of lump chains for the BKP equation describing propagation of nonlinear waves 被引量:1
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作者 赵忠龙 和玲超 Abdul-Majid Wazwaz 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第4期226-236,共11页
A large member of lump chain solutions of the(2+1)-dimensional Bogoyavlenskii-Kadomtsev-Petviashvili(BKP)equation are constructed by means of theτ-function in the form of Grammian.The lump chains are formed by period... A large member of lump chain solutions of the(2+1)-dimensional Bogoyavlenskii-Kadomtsev-Petviashvili(BKP)equation are constructed by means of theτ-function in the form of Grammian.The lump chains are formed by periodic arrangement of individual lumps and travel with distinct group and velocities.An analytical method related dominant regions of polygon is developed to analyze the interaction dynamics of the multiple lump chains.The degenerate structures of parallel,superimposed,and molecular lump chains are presented.The interaction solutions between lump chains and kink-solitons are investigated,where the kink-solitons lie on the boundaries of dominant region determined by the constant term in theτ-function.Furthermore,the hybrid solutions consisting of lump chains and individual lumps controlled by the parameter with high rank and depth are investigated.The analytical method presented in this paper can be further extended to other integrable systems to explore complex wave structures. 展开更多
关键词 lump chains interaction solutions BKP equation
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From breather solutions to lump solutions:A construction method for the Zakharov equation
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作者 袁丰 Behzad Ghanbari +1 位作者 张永帅 Abdul Majid Wazwaz 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第12期162-169,共8页
Periodic solutions of the Zakharov equation are investigated.By performing the limit operationλ_(2l-1)→λ_(1)on the eigenvalues of the Lax pair obtained from the n-fold Darboux transformation,an order-n breather-pos... Periodic solutions of the Zakharov equation are investigated.By performing the limit operationλ_(2l-1)→λ_(1)on the eigenvalues of the Lax pair obtained from the n-fold Darboux transformation,an order-n breather-positon solution is first obtained from a plane wave seed.It is then proven that an order-n lump solution can be further constructed by taking the limitλ_(1)→λ_(0)on the breather-positon solution,because the unique eigenvalueλ_(0)associated with the Lax pair eigenfunctionΨ(λ_(0))=0 corresponds to the limit of the infinite-periodic solutions.A convenient procedure of generating higher-order lump solutions of the Zakharov equation is also investigated based on the idea of the degeneration of double eigenvalues in multi-breather solutions. 展开更多
关键词 Zakharov equation breather solution b-positon solution lump solution
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Histopathological and Ultrasound Correlation in Women Presenting with Breast Lumps in Yaoundé, Cameroon
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作者 Yann Chris Mannel Eng Ambroise Merci Seme Engoumou +3 位作者 Armel Philippe Awana Sandrine Prisca Ndongo Onembele Junie Annick Metogo Ntsama Odile Fernande Zeh 《Open Journal of Radiology》 2023年第4期218-231,共14页
Context: Breast cancer is very deadly among women with higher rates in the developing world. Imaging tools such as ultrasound, can be used to differentiate between the types of breast lumps. This study aimed to determ... Context: Breast cancer is very deadly among women with higher rates in the developing world. Imaging tools such as ultrasound, can be used to differentiate between the types of breast lumps. This study aimed to determine the value of ultrasound as a first-line examination in the diagnosis of breast masses. Methods: This was a retrospective cross-sectional study of women presenting with breast lumps from November 2022 to June 2023 at the Yaounde General Hospital, which lasted seven months, from November 2022 to June 2023. The sampling was exhaustive and consecutive. Association between variables was studied using the x<sup>2</sup> test and concordance between ultrasound and histopathological findings was assessed using the Kappa correlation coefficient. Results: 234 women were included in the study. Their mean age was 46.3 ± 11.4 years. Overall, 15 (6.4%) lumps were benign while 219 (93.6%) were malignant. Triple negative (5.6%) was the most recurrent genomic classification. The correlation between the ultrasound and histopathological findings was significant, with an observed concordance rate at 85.1%, kappa = 0.322 and a p-value Conclusion: The performance of ultrasound in differentiating benign and malignant lesion was high. However, the discordant cases highlight the need for a diagnosis system which blends histopathological and radiological findings for an improved management of patients with breast lumps. 展开更多
关键词 ULTRASOUND Histopathological Diagnosis Breast lumps Yaoundé
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Simulation of anchor chain based on lumped mass method
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作者 Xiaobin Jiang Jian Gan Shiyang Teng 《Theoretical & Applied Mechanics Letters》 CAS CSCD 2023年第4期311-319,共9页
In order to develop a anchoring operation simulation system and improve safety during anchoring operations,a relatively accurate mathematical model of anchoring operations needs to be established.In this paper,the str... In order to develop a anchoring operation simulation system and improve safety during anchoring operations,a relatively accurate mathematical model of anchoring operations needs to be established.In this paper,the stress condition of anchor chain under environmental and subsea geological conditions is further studied and the stress condition of anchor chain is analyzed based on the previous research.In this paper,a quasi-static model based on catenary method is used as the basis of dynamic analysis,and the dynamic model of anchor chain is established based on the concentrated mass method,which fully considers the influence of anchor chain weight,hydrodynamic force,ocean current and interaction with the seabed.The fourth-order Runge Kutta method was used to solve the model numerically,and a calculation procedure was developed.The accuracy of the model was verified by comparing the calculated results with the experimental results,indicating that the constructed anchor chain dynamics model has a high accuracy. 展开更多
关键词 lump mass method Anchor chain Dynamic analysis
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Rheological and Morphological Characterization of Modified Bitumen with Cup Lump Rubber
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作者 Mohammed Albuaymi Suleiman Abdulrahman +2 位作者 Fayez Alanazi Hani Alanazi Musa Adamu 《Journal of Renewable Materials》 SCIE EI 2023年第5期2433-2451,共19页
Pure bitumen is not suitable for heavy traffic loads;hence modifiers are used to improve the bitumen performance.Recently,cup lump rubber(CLR)has become a preferred modifier due to its outstanding performance and less... Pure bitumen is not suitable for heavy traffic loads;hence modifiers are used to improve the bitumen performance.Recently,cup lump rubber(CLR)has become a preferred modifier due to its outstanding performance and less cost.However,little is known about the interactions between CLR and bitumen.Thus,this study investigates the behavior of bitumen with CLR.Four percentages of CLR(2.5%,5.0%,7.5%,and 10.0%by weight of bitumen)were used to modify conventional 60/70 penetration grade bitumen.The modified bitumen was evaluated through different laboratory testing such as dynamic shear rheometer,rotational viscosity,softening point,bending beam rheometer,ductility,and elastic recovery.The testing results show that the addition of CLR increased the bitumen’s rutting resistance by 3 PG grades at high temperatures.At low pavement temperatures,the cup lump rubber modified bitumen(CMB)can withstand up to−34℃.Fourier Transform Infrared(FTIR)analysis shows that the Aromaticity index at 1600 cm^(−1) rose as the CLR percentage increased,indicating the formation of a binder with a compact structure.This is expected to improve the elasticity of bitumen throughπ-πinteractions.Atomic Force Microscopy(AFM)results showed the Catana phase increased in size and quantity at 5.0%and 7.5%CLR content.While contact angle measurement revealed that the binders are hydrophobic and tend to repel the dropped water on the bitumen surface. 展开更多
关键词 Cup lump rubber polymer modified bitumen HYDROPHOBICITY natural rubber
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Resonant interactions among two-dimensional nonlinear localized waves and lump molecules for the(2+1)-dimensional elliptic Toda equation
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作者 庞福忠 葛根哈斯 赵雪梅 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第5期200-217,共18页
The(2+1)-dimensional elliptic Toda equation is a high-dimensional generalization of the Toda lattice and a semidiscrete Kadomtsev–Petviashvili I equation.This paper focuses on investigating the resonant interactions ... The(2+1)-dimensional elliptic Toda equation is a high-dimensional generalization of the Toda lattice and a semidiscrete Kadomtsev–Petviashvili I equation.This paper focuses on investigating the resonant interactions between two breathers,a breather/lump and line solitons as well as lump molecules for the(2+1)-dimensional elliptic Toda equation.Based on the N-soliton solution,we obtain the hybrid solutions consisting of line solitons,breathers and lumps.Through the asymptotic analysis of these hybrid solutions,we derive the phase shifts of the breather,lump and line solitons before and after the interaction between a breather/lump and line solitons.By making the phase shifts infinite,we obtain the resonant solution of two breathers and the resonant solutions of a breather/lump and line solitons.Through the asymptotic analysis of these resonant solutions,we demonstrate that the resonant interactions exhibit the fusion,fission,time-localized breather and rogue lump phenomena.Utilizing the velocity resonance method,we obtain lump–soliton,lump–breather,lump–soliton–breather and lump–breather–breather molecules.The above works have not been reported in the(2+1)-dimensional discrete nonlinear wave equations. 展开更多
关键词 (2+1)-dimensional elliptic Toda equation resonant interaction lump molecules
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Study on the Anti-Inflammatory and Analgesic Mechanisms of Breast Lump Resolution Detergent in a Rat Model of Breast Hyperplasia
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作者 Chunying Huang Yun He +1 位作者 Di Ouyang Xuhui Zhao 《Open Journal of Obstetrics and Gynecology》 2023年第7期1278-1286,共9页
Objective: This study aimed to investigate the anti-inflammatory and analgesic mechanisms of a breast lump resolution detergent in a rat model of breast hyperplasia. Methods: A rat model of breast hyperplasia was esta... Objective: This study aimed to investigate the anti-inflammatory and analgesic mechanisms of a breast lump resolution detergent in a rat model of breast hyperplasia. Methods: A rat model of breast hyperplasia was established using injections of estradiol benzoate combined with progesterone. The effects of the breast lump resolution detergent on nipple height and diameter in the rat model were observed, along with its impact on serum levels of estradiol (E2), prolactin (PRL), and progesterone (P). Additionally, the study examined the morphological changes in breast tissue. The impact of the breast nodule detergent on blood rheology parameters was also observed. Furthermore, the anti-inflammatory effect of the breast nodule detergent was assessed using the cotton ball granuloma experiment, and the analgesic effect was observed using the writhing test. Results: The breast lump resolution detergent reduced nipple height and diameter in the rat model, decreased serum levels of E2, PRL, and P, and alleviated pathological changes in breast tissue. It also lowered hemorheological parameters including whole blood high, medium, and low shear viscosity, plasma viscosity, red blood cell hematocrit, red blood cell aggregation index, red blood cell deformability index, red blood cell electrophoresis time, and erythrocyte sedimentation rate in the acute “blood stasis” rat model. The detergent reduced the weight of cotton ball granulomas in mice and decreased the number of writhing episodes caused by acetic acid. Conclusion: The breast lump resolution detergent demonstrates favorable therapeutic effects in treating breast hyperplasia, promoting blood circulation and removing blood stasis, exerting anti-inflammatory properties, and providing analgesic effects. The downregulation of serum E2 and PRL levels and the upregulation of P levels may be critical mechanisms underlying its efficacy. 展开更多
关键词 Breast Hyperplasia Breast lump Resolution Detergent Estradiol (E2) Prolactin (PRL) Progesterone (P) ANTI-INFLAMMATORY ANALGESIC
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约化的扩展(3+1)维Jimbo-Miwa方程的lump解和孤子解
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作者 秦春艳 《河西学院学报》 2023年第2期25-32,共8页
研究两个约化的扩展(3+1)维Jimbo-Miwa(简称JM)方程,借助于方程的双线性表示和一些简单的符号计算,构造出这两个方程的精确解.首先,根据贝尔多项式方法建立方程的双线性形式.其次,利用Hirota双线性方法,将双线性方程的解 作为二次函数,... 研究两个约化的扩展(3+1)维Jimbo-Miwa(简称JM)方程,借助于方程的双线性表示和一些简单的符号计算,构造出这两个方程的精确解.首先,根据贝尔多项式方法建立方程的双线性形式.其次,利用Hirota双线性方法,将双线性方程的解 作为二次函数,直接得到了方程的明暗lump解.然后,根据双线性导数法和泰勒展开法,通过详细地推导,成功获得两个方程的一孤子解和二孤子解.除此之外,利用数学软件Maple,通过选取合适的参数,用图形生动地展示了所得精确解的动力学性质. 展开更多
关键词 约化的扩展(3+1)维JM方程 HIROTA双线性方法 lump 孤子解 MAPLE
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Effect of lump ore ratio on the metallurgical properties of blast furnace charge
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作者 TAN Chenglin MAO Xiaoming XU Wanren 《Baosteel Technical Research》 CAS 2023年第4期28-34,共7页
We conducted a series of experimental studies on the metallurgical properties of N-lump and F-lump ores used in Baosteel’s blast furnace, including thermal cracking, low-temperature reduction pulverization, reducibil... We conducted a series of experimental studies on the metallurgical properties of N-lump and F-lump ores used in Baosteel’s blast furnace, including thermal cracking, low-temperature reduction pulverization, reducibility, and droplet properties.The results show that the thermal burst properties of N-lump ore are better than those of F-lump ore.The low-temperature reduction degradation index(RDI) pulverization of the charge is the best when the ratios of N-lump ore and F-lump ore account for 35% each.The reduction performance of the charge is improved when F-lump and N-lump ores are mixed with sinter.In the softening-melting performance experiment, when the proportion of N-lump ore is 40%,the characteristic area value(S) as the charge permeability index is the smallest.When F-lump ore is mixed with sinter, its droplet performance improves compared with that of single F-lump ore.The proportion of F-lump ore should not exceed 15%. 展开更多
关键词 lump ore ratio metallurgical property experiment softening-melting property the RDI pulverization reduction property
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Introduction to Mesh Based Generated Lumped Parameter Models for Electromagnetic Problems using Triangular Elements
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作者 Haidar Y.Diab Salim Asfirane +2 位作者 Nicolas Bracikowski Frédéric Gillon Yacine Amara 《CES Transactions on Electrical Machines and Systems》 CSCD 2023年第1期21-34,共14页
This paper is an introduction to mesh based generated reluctance network modeling using triangular elements.Many contributions on mesh based generated reluctance networks using rectangular shaped elements have been pu... This paper is an introduction to mesh based generated reluctance network modeling using triangular elements.Many contributions on mesh based generated reluctance networks using rectangular shaped elements have been published,but very few on those generated from a mesh using triangular elements.The use of triangular elements is aimed at extending the application of the approach to any shape of modeled devices.Basic concepts of the approach are presented in the case of electromagnetic devices.The procedure for coding the approach in the case of a flat linear permanent magnet machine is presented.Codes developed under MATLAB environment are also included. 展开更多
关键词 lumped parameter modeling Finite element method MESH Triangular elements Electromagnetic devices MODELING
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(2+1)维广义Hietarinta-type方程的呼吸解和高阶lump-type解
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作者 韩莉慧 苏道毕力格 李美玉 《内蒙古工业大学学报(自然科学版)》 2023年第4期289-293,共5页
为了构造(2+1)维广义Hietarinta-type方程丰富的精确解,基于Hirota双线性方法研究该方程。Hirota双线性方法是一种求非线性发展方程孤子解的简单而直接的代数方法。近年来该方法已经在构造非线性发展方程精确解的研究领域上得到了广泛... 为了构造(2+1)维广义Hietarinta-type方程丰富的精确解,基于Hirota双线性方法研究该方程。Hirota双线性方法是一种求非线性发展方程孤子解的简单而直接的代数方法。近年来该方法已经在构造非线性发展方程精确解的研究领域上得到了广泛的应用。基于该方法,构造非线性发展方程的非线性波对数学、物理、力学等学科中的高维非线性问题的研究有非常重要的理论和应用价值。利用Hirota双线性方法给出了(2+1)维广义Hietarinta-type方程的双线性形式,并运用符号计算软件Maple获得了该方程的呼吸解和高阶lump-type解。再通过选择适当的参数,绘制了这些解的三维图、等高线图和密度图,并分析和描述了解的动力学性质。这些结果丰富了目前关于(2+1)维广义Hietarinta-type方程文献中的结果。 展开更多
关键词 (2+1)维广义Hietarinta-type方程 双线性形式 呼吸解 高阶lump-type解
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基于磁热耦合法的非对称混合磁极永磁电机热分析 被引量:2
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作者 史立伟 刘政委 +2 位作者 乔志伟 赵新 朱英杰 《浙江大学学报(工学版)》 EI CAS CSCD 北大核心 2024年第1期207-218,共12页
针对传统内置永磁电机损耗高、发热量大的问题,提出非对称混合磁极永磁电机拓扑结构.介绍非对称混合磁极永磁电机的拓扑结构,对比分析两者的电磁特性与损耗分布特性.针对非对称混合磁极永磁电机分布式绕组的结构特点,对绕组进行等效处理... 针对传统内置永磁电机损耗高、发热量大的问题,提出非对称混合磁极永磁电机拓扑结构.介绍非对称混合磁极永磁电机的拓扑结构,对比分析两者的电磁特性与损耗分布特性.针对非对称混合磁极永磁电机分布式绕组的结构特点,对绕组进行等效处理,确定等效导热系数,建立集中参数热网络模型.建立单向磁热耦合模型,计算电机各部件的温度分布,验证了热网络模型的正确性.考虑到温度对永磁材料的影响,建立双向磁热耦合模型,对比分析不同电流密度对电机温升的影响规律.试制一台样机并搭建温升试验平台进行温升试验,验证了新型拓扑结构的有效性与合理性以及磁热双向耦合法计算结果的准确性. 展开更多
关键词 永磁电机 非对称混合磁极 热分析 磁热耦合 集中参数热模型
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吕培文教授运用“调和法”治疗乳腺增生经验总结
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作者 李田田 王雨 +1 位作者 徐旭英 吕培文 《世界中西医结合杂志》 2024年第9期1752-1755,共4页
乳腺增生是现代中青年女性常见的疾病之一,中医称之为乳癖。吕培文教授基于机体“不和”致病的病机理论,提出脏腑失和、冲任失和、阴阳失和、气血失和是乳癖的基本病机,调顺即病愈。并从脏腑辨证出发,提出应用中医调和法对乳癖患者进行... 乳腺增生是现代中青年女性常见的疾病之一,中医称之为乳癖。吕培文教授基于机体“不和”致病的病机理论,提出脏腑失和、冲任失和、阴阳失和、气血失和是乳癖的基本病机,调顺即病愈。并从脏腑辨证出发,提出应用中医调和法对乳癖患者进行干预,临证采用疏肝理气、健脾益肾、补益肝肾等治法,加快机体功能恢复,临床取得较好疗效。 展开更多
关键词 中医 乳癖 乳腺增生 吕培文
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原油直接催化裂解UPC工艺过程模拟与反应参数多目标优化
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作者 周鑫 张智博 +7 位作者 杨诗棋 纪晔 闫昊 冯翔 赵辉 刘熠斌 陈小博 杨朝合 《石油炼制与化工》 CAS CSCD 北大核心 2024年第1期226-232,共7页
原油直接催化裂解技术可以实现从原油到三烯(乙烯、丙烯、丁烯)、三苯(苯、甲苯、二甲苯)的一步跨越,对我国炼化行业的转型升级具有重要意义。以全馏分石蜡基中原原油(159~780℃)为原料,采用混合馏分结构与分子组成集总建模策略,对原油... 原油直接催化裂解技术可以实现从原油到三烯(乙烯、丙烯、丁烯)、三苯(苯、甲苯、二甲苯)的一步跨越,对我国炼化行业的转型升级具有重要意义。以全馏分石蜡基中原原油(159~780℃)为原料,采用混合馏分结构与分子组成集总建模策略,对原油直接催化裂解制烯烃(UPC)反应过程进行建模与工艺参数校准,并基于工业试验数据验证了其准确性。以多产烯烃、控制焦炭生成为目的,利用NSGA-Ⅲ多目标优化算法对模型进行了优化,得到优化后的操作参数。采用优化后的操作参数,即在第一段预热闪蒸温度为194.32℃、第二段预热闪蒸温度为228.16℃、第一段提升管反应器出口温度为615.73℃、第二段提升管反应器出口温度为622.59℃的条件下,UPC工艺得到的乙烯和丙烯收率之和为53.367%,焦炭收率为8.311%。此外,由于现行税费体系燃料型工艺路线税收贡献明显高于化工型工艺路线,UPC工艺参数优化后,烯烃收率大幅度提升,燃料油收率大幅度下降,原油生产总值降低44.30元t。 展开更多
关键词 全馏分 石蜡基原油 原油直接催化裂解 分子集总 流程模拟 多目标优化
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基于改进YOLOv5的人体结核菌素试验后皮下硬块检测算法研究
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作者 张兴 周婷钰 +2 位作者 杨光欢 徐安成 冯彬 《长春理工大学学报(自然科学版)》 2024年第2期92-99,共8页
针对传统皮下硬块检测方法精度低、计算速度慢等问题,提出了一种基于改进YOLOv5的皮下硬块目标检测算法。首先,将YOLOv5模型的主干网络CSPDarknet53进行改进,引入Faster模块来替换其中的C3模块。其次,利用模型剪枝在保证整个模型性能的... 针对传统皮下硬块检测方法精度低、计算速度慢等问题,提出了一种基于改进YOLOv5的皮下硬块目标检测算法。首先,将YOLOv5模型的主干网络CSPDarknet53进行改进,引入Faster模块来替换其中的C3模块。其次,利用模型剪枝在保证整个模型性能的同时减轻其计算复杂度。最后,引入Wise-IoU来进一步提升网络的回归性能。实验结果表明,基于改进YOLOv5的皮下硬块目标检测算法相比于原始的YOLOv5,准确率提升了1.2%,参数量减少了77.7%,整个算法更加轻量化,有效提高了算法对于皮下硬块的检测精度,减少了计算参数量,提升了算法的运行速度。 展开更多
关键词 目标检测 皮下硬块 结核菌素皮肤试验 深度学习 YOLOv5
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混装焦丁对高块矿配比含铁炉料软熔行为的影响
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作者 王广 易青山 +2 位作者 韦润培 左海滨 丁望 《烧结球团》 北大核心 2024年第5期24-30,共7页
钢铁工业的低碳化对支撑我国“双碳”目标具有重要意义。提高块矿的入炉比例是降低高炉炼铁碳排放的一个重要措施,而如何减轻高块矿配比对高炉冶炼过程的不利影响是该工艺应用的关键限制性环节。本文通过软熔试验考察块矿配比、焦丁混... 钢铁工业的低碳化对支撑我国“双碳”目标具有重要意义。提高块矿的入炉比例是降低高炉炼铁碳排放的一个重要措施,而如何减轻高块矿配比对高炉冶炼过程的不利影响是该工艺应用的关键限制性环节。本文通过软熔试验考察块矿配比、焦丁混装量、焦丁加入方式等对综合炉料软熔行为的影响。结果表明:随着块矿配比由12%提升至24%(块矿完全替代球团矿),软化开始温度和熔化开始温度分别降低60℃和39℃,软化区间较大幅度增加,滴落温度降低,软熔带位置上升。软熔区间变宽导致S值进一步增大至195.29 kPa·℃,提高了30%以上,即炉料的软熔性能逐渐变差。混装4 g焦丁(28.6 kg/t铁水)条件下熔化开始温度由1 397℃提高至1 440℃,S值从185.16 kPa·℃降低至46.61 kPa·℃,降低了约75%,料层的透气性明显提高,即显著改善了炉料的软熔性能。但进一步提高混装量则效果不大,此外混装的效果要好于层装。当温度超过熔化开始温度(T_(s))时,焦丁的消耗变得明显,其在整个软熔过程中的消耗率为40%左右。本文研究结果可为高块矿配比炉料结构下高炉的高效冶炼提供参考。 展开更多
关键词 块矿 高炉 炉料结构 焦丁 软熔性能 碳排放
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