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DETERMINATION OF CRACK SURFACE DISPLACEMENTS FOR A RADIAL CRACK EMANATING FROM A SEMI-CIRCULAR NOTCH USING WEIGHT FUNCTION METHOD 被引量:1
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作者 Dihua Tong Xueren Wu 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2015年第3期305-312,共8页
A radial crack emanating from a semi-circular notch is of significant engineering importance. Accurate determination of key fracture mechanics parameters is essential for damage tolerance design and fatigue crack grow... A radial crack emanating from a semi-circular notch is of significant engineering importance. Accurate determination of key fracture mechanics parameters is essential for damage tolerance design and fatigue crack growth life predictions. The purpose of this paper is to provide an efficient and accurate closed-form weight function approach to the calculation of crack surface displacements for a radial crack emanating from a semi-circular notch in a semi-infinite plate. Results are presented for two load conditions: remote applied stress and uniform stress segment applied to crack surfaces. Based on a correction of stress intensity factor ratio, highly accurate analytical equations of crack surface displacements under the two load conditions are developed by fitting the data obtained with the weight function method. It is demonstrated that the Wu- Carlsson closed-form weight functions are very efficient, accurate and easy-to-use for calculating crack surface displacements for arbitrary load conditions. The method will facilitate fatigue crack closure and other fracture mechanics analyses where accurate crack surface displacements are required. 展开更多
关键词 radial crack semi-circular notch Dugdale strip-yield model crack surface displacement weight function method
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SEMI-WEIGHT FUNCTION METHOD ON COMPUTATION OF STRESS INTENSITY FACTORS IN DISSIMILAR MATERIALS 被引量:2
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作者 马开平 柳春图 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2004年第11期1241-1248,共8页
Semi_weight function method is developed to solve the plane problem of two bonded dissimilar materials containing a crack along the bond. From equilibrium equation, stress and strain relationship, conditions of contin... Semi_weight function method is developed to solve the plane problem of two bonded dissimilar materials containing a crack along the bond. From equilibrium equation, stress and strain relationship, conditions of continuity across interface and free crack surface, the stress and displacement fields were obtained. The eigenvalue of these fields is lambda. Semi_weight functions were obtained as virtual displacement and stress fields with eigenvalue?_lambda. Integral expression of fracture parameters, K Ⅰ and K Ⅱ, were obtained from reciprocal work theorem with semi_weight functions and approximate displacement and stress values on any integral path around crack tip. The calculation results of applications show that the semi_weight function method is a simple, convenient and high precision calculation method. 展开更多
关键词 dissimilar material interface crack stress intensity factor semi-weight function method plane fracture problem
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A STUDY ON THE WEIGHT FUNCTION OF THE MOVING LEAST SQUARE APPROXIMATION IN THE LOCAL BOUNDARY INTEGRAL EQUATION METHOD 被引量:4
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作者 Long Shuyao Hu De’an (Department of Engineering Mechanics,Hunan University,Changsha 410082,China) 《Acta Mechanica Solida Sinica》 SCIE EI 2003年第3期276-282,共7页
The meshless method is a new numerical technique presented in recent years.It uses the moving least square(MLS)approximation as a shape function.The smoothness of the MLS approximation is determined by that of the bas... The meshless method is a new numerical technique presented in recent years.It uses the moving least square(MLS)approximation as a shape function.The smoothness of the MLS approximation is determined by that of the basic function and of the weight function,and is mainly determined by that of the weight function.Therefore,the weight function greatly affects the accuracy of results obtained.Different kinds of weight functions,such as the spline function, the Gauss function and so on,are proposed recently by many researchers.In the present work,the features of various weight functions are illustrated through solving elasto-static problems using the local boundary integral equation method.The effect of various weight functions on the accuracy, convergence and stability of results obtained is also discussed.Examples show that the weight function proposed by Zhou Weiyuan and Gauss and the quartic spline weight function are better than the others if parameters c and α in Gauss and exponential weight functions are in the range of reasonable values,respectively,and the higher the smoothness of the weight function,the better the features of the solutions. 展开更多
关键词 weight function meshless methods local boundary integral equation method moving least square approximation
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APPLICATION OF WAVELET THEORY IN RESEARCHON WEIGHT FUNCTION OF MESHLESS METHOD 被引量:1
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作者 张红 张选兵 葛修润 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2005年第5期662-666,共5页
Multiresolution analysis of wavelet theory can give an effective way to describe the information at various levels of approximations or different resolutions, based on spline wavelet analysis,so weight function is ort... Multiresolution analysis of wavelet theory can give an effective way to describe the information at various levels of approximations or different resolutions, based on spline wavelet analysis,so weight function is orthonormally projected onto a sequence of closed spline subspaces, and is viewed at various levels of approximations or different resolutions. Now, the useful new way to research weight function is found, and the numerical result is given. 展开更多
关键词 meshless method weight function spline wavelet multiresolution analysis
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ON THE LATTICE PATH METHOD IN CONVOLUTION-TYPE COMBINATORIAL IDENTITIES(Ⅱ)—THE WEIGHTED COUNTING FUNCTION METHOD ON LATTICE PATHS
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作者 初文吕 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1989年第12期1131-1135,共5页
An independent method for paper [10] is presented. Weighted lattice paths are enumerated by counting function which is a natural extension of Gaussian multinomial coefficient in the case of unrestricted paths. Convolu... An independent method for paper [10] is presented. Weighted lattice paths are enumerated by counting function which is a natural extension of Gaussian multinomial coefficient in the case of unrestricted paths. Convolutions for path counts are investigated, which yields some Vandcrmondc-type identities for multinomial and q-multinomial coefficients. 展开更多
关键词 THE weightED COUNTING function method ON LATTICE PATHS ON THE LATTICE PATH method IN CONVOLUTION-TYPE COMBINATORIAL IDENTITIES
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Existence of a Sigh-Changing Solution Result for Logarithmic Schrödinger Equations with Weight Function
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作者 Jingxing Huang Junhui Xie 《Journal of Applied Mathematics and Physics》 2024年第7期2665-2681,共17页
This paper is devoted to studying the existence of solutions for the following logarithmic Schrödinger problem: −div(a(x)∇u)+V(x)u=ulogu2+k(x)| u |q1−2u+h(x)| u |q2−2u,  x∈ℝN.(1)We first prove that the correspon... This paper is devoted to studying the existence of solutions for the following logarithmic Schrödinger problem: −div(a(x)∇u)+V(x)u=ulogu2+k(x)| u |q1−2u+h(x)| u |q2−2u,  x∈ℝN.(1)We first prove that the corresponding functional I belongs to C1(HV1(ℝN),ℝ). Furthermore, by using the variational method, we prove the existence of a sigh-changing solution to problem (1). 展开更多
关键词 Logarithmic Schrödinger Equations weight function Constrained Minimization method Symmetric Mountain Pass Theorem
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WEIGHT FUNCTION FOR STRESS INTENSITY FACTORS IN ROTATING THICK-WALLED CYLINDER 被引量:1
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作者 陈爱军 曾文骥 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2006年第1期29-35,共7页
The equation of stress intensity factors(SIF) of internally pressurized thick-walled cylinder was used as the reference case. SIF equation of rotating thick-walled cylinder containing a radial crack along the intern... The equation of stress intensity factors(SIF) of internally pressurized thick-walled cylinder was used as the reference case. SIF equation of rotating thick-walled cylinder containing a radial crack along the internal bore was presented in weight function method. The weight function formulas were worked out and can be used for all kinds of depth of cracks, rotating speed, material, size of thick-walled cylinder to calculate the stress intensity factors. The results indicated the validity and effectiveness of these formulas. Meanwhile, the rules of the stress intensity factors in rotating thick-walled cylinder with the change of crack depths and the ratio of outer radius to inner radius were studied. The studies are valuable to engineering application. 展开更多
关键词 fracture mechanics weight function method rotating cylinder edge crack
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Numerical Solution of the Weight Function for Electromagnetic Flowmeter 被引量:3
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作者 FAN Shi-wei CAO Zhang +1 位作者 XU Li-jun WANG Gang 《Computer Aided Drafting,Design and Manufacturing》 2010年第2期36-41,共6页
A numerical solution of the weight function for a two-electrode electromagnetic flowmeter was proposed. The solution was obtained by using the finite element method based on the basic equation of a traditional two-ele... A numerical solution of the weight function for a two-electrode electromagnetic flowmeter was proposed. The solution was obtained by using the finite element method based on the basic equation of a traditional two-electrode electromagnetic flowmeter. The two-dimensional distribution of the weight function of the electromagnetic flowmeter obtained was verified by the analytical solution. Three-dimensional distribution of the weight function was also presented in the paper. It can be employed to analyze the sensitivity and linearity of the electromagnetic flowmeter with non-uniform magnetic field, and even to assist the design of the excitation coil pair. 展开更多
关键词 electromagnetic flowmeter weight function finite element method numerical solution virtual current
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APPLICATION OF SUBREGION FUNCTION METHOD FOR SOLVING BEAM-BOARD STRUCTURE
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作者 孙宗光 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1990年第9期889-893,共5页
In this paper, the solution to the structure consisting of a bead and a board is given as a result of the application of the subregion function method which was suggested in ref. [1]. The same problem is also computed... In this paper, the solution to the structure consisting of a bead and a board is given as a result of the application of the subregion function method which was suggested in ref. [1]. The same problem is also computed with finite element method. The comparison between the two results shows that the application of the subregion function in the method of weighted residuals is practical and effective, especially for solving compound structures. 展开更多
关键词 subregion function method of weighted residuals beam-board
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基于变权TOPSIS的城市轨道交通运营水平评价研究
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作者 石振武 张成琳 王金茹 《铁道标准设计》 北大核心 2025年第11期56-63,123,共9页
为量化城市轨道交通运营发展水平的动态变化,选取基础指标、客流指标、运行指标、安全指标、服务指标、能耗指标和财务指标7个方面共38个指标构建城市轨道交通运营水平评价指标体系。利用熵值法并在此基础上引入变权思想下的惩罚型变权... 为量化城市轨道交通运营发展水平的动态变化,选取基础指标、客流指标、运行指标、安全指标、服务指标、能耗指标和财务指标7个方面共38个指标构建城市轨道交通运营水平评价指标体系。利用熵值法并在此基础上引入变权思想下的惩罚型变权函数确定指标权重,构建变权TOPSIS城市轨道交通运营评价模型。以中国城市轨道交通系统为例进行实证分析,研究变权前后在TOPSIS和综合指数评价4种方法下的运营发展水平。结果表明,中国城市轨道交通运营发展水平在2014—2023年间呈现向理想状态持续接近的趋势,在4种评价方法下,2014年评价结果最不理想,2023年评价结果最好,且在2021年呈现出一个小高峰;变权调整后的权重能更合理地体现其动态发展水平,精准识别制约各年份城市轨道交通运营发展的关键因素,如2015年平均旅行速度和牵引能耗占比、2016年计划兑现率均达到或超过100%的城市比例、2017年平均每人次公里牵引能耗、2018年平均每人次公里总电能耗、2020年除地铁以外其他制式占比、2021年正点率等;同时绿色城市轨道交通政策数量和突发公共卫生事件等不可抗力对运营发展水平产生较大影响,可以通过增加颁布绿色城市轨道交通政策数量、采取提升服务水平等措施实现客运量的稳步增长、降低能源消耗以及提升其对突发事件的应对能力,进一步推进城市轨道交通运营的可持续发展。 展开更多
关键词 城市轨道交通 熵值法 惩罚型变权函数 TOPSIS 运营水平
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DPoS共识机制的信誉优化
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作者 孙敏 王晨燕 焦世行 《重庆理工大学学报(自然科学)》 北大核心 2025年第1期67-74,共8页
针对DPoS共识机制中存在的节点投票不积极、节点共谋以及恶意节点被选为代理人节点概率较高等问题,提出了一种信誉评价选举的RE-DPoS共识机制。优化了节点的投票机制,引入可验证随机函数对节点进行投票,限制节点的不良投票行为;改进了... 针对DPoS共识机制中存在的节点投票不积极、节点共谋以及恶意节点被选为代理人节点概率较高等问题,提出了一种信誉评价选举的RE-DPoS共识机制。优化了节点的投票机制,引入可验证随机函数对节点进行投票,限制节点的不良投票行为;改进了节点的评价方法,通过熵权法动态计算节点各指标的权重,评估节点的信誉状况,确保选出的代理人节点具备更高的可信度;加入奖惩机制,根据节点行为更新信誉值,同时引入二进制指数退避算法给恶意节点设置等待轮数,激励节点积极参与投票并有效处理恶意节点。结果表明:RE-DPoS有效降低了恶意节点被选举为代理人节点的概率,提高了节点投票的积极性,保证了区块链系统的安全性。 展开更多
关键词 区块链 共识机制 委托权益证明 可验证随机函数 信誉值 熵权法
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同名组合代理模型的构建及其性能
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作者 刘鹏 欧阳宇文 +1 位作者 范立云 张如琴 《哈尔滨工程大学学报》 北大核心 2025年第6期1197-1208,共12页
代理模型是数值优化的关键技术,为探究克里金和径向基函数同名组合代理模型的性能,本文以6种具有不同协方差函数的克里金代理模型、5种具有不同核函数的径向基函数代理模型分别作为同名组合代理模型的子模型;通过简单平均法、反比例平... 代理模型是数值优化的关键技术,为探究克里金和径向基函数同名组合代理模型的性能,本文以6种具有不同协方差函数的克里金代理模型、5种具有不同核函数的径向基函数代理模型分别作为同名组合代理模型的子模型;通过简单平均法、反比例平均化法、启发式算法等3种加权方法构建出了2组共6种同名组合代理模型,并对6种典型的函数问题进行了测试;分析了不同训练样本容量、加权方法以及待测函数复杂程度对克里金和径向基函数2类同名代理模型性能的影响,得出了构建其优性同名组合代理模型的相关规律。结果表明:克里金和径向基函数同名组合代理模型的性能在小训练样本容量时易表现优性,但精度不高;在训练样本充足时,同名组合代理模型精度趋于最优子代理模型;且同名组合代理模型性能受测试问题阶数影响不大,更适用于非线性度较高的问题;而采用反比例平均化加权方法构建的同名组合代理模型性能优于另外2种加权方法;此外,同名组合代理模型具有更好的鲁棒性和普适性。 展开更多
关键词 代理模型 同名组合 克里金 径向基函数 加权方法 试验设计 碗型函数 谷型函数 多峰函数
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DSP应用下串联式中频电源鲁棒性能改进研究
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作者 吴兰 黄庆归 《计算机仿真》 2025年第2期103-106,375,共5页
当直流母线电压发生扰动或者阻性负载和阻感负载出现突加和突卸时,中频电源易出现不稳定、鲁棒性差等现象,使得输出电压效果不理想。为此,提出数字信号处理技术(Digital Signal Process,DSP)应用下串联式中频电源鲁棒性能改进方法。在... 当直流母线电压发生扰动或者阻性负载和阻感负载出现突加和突卸时,中频电源易出现不稳定、鲁棒性差等现象,使得输出电压效果不理想。为此,提出数字信号处理技术(Digital Signal Process,DSP)应用下串联式中频电源鲁棒性能改进方法。在明确基于DSP的串联式中频电源主电路拓扑结构,利用混合灵敏度方法建立中频电源控制器,选取合适的加权函数,提高中频电源的跟踪能力,消除其中不确定因素,实现鲁棒性能的提升。实验结果表明,经由所提方法控制后,串联式中频电源的输出电压波形整体较为稳定,没有发生较为突出的波动,整体电源总谐波失真值小,具有优秀的稳定性和鲁棒性。 展开更多
关键词 串联式中频电源 鲁棒性能改进 混合灵敏度方法 主电路拓扑结构 加权函数
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多准则联合的频谱兼容波形快速优化方法
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作者 贾朝波 于雷 位寅生 《系统工程与电子技术》 北大核心 2025年第4期1036-1047,共12页
频谱兼容波形利用多段离散寂静带宽合成大带宽,在满足带宽要求的同时有效对抗频域密集干扰。为了抑制频谱兼容波形的峰值旁瓣水平,提出一种低峰值旁瓣频谱兼容波形设计方案。所提方案综合考虑波形的自相关峰值旁瓣性能和抗干扰性能,构... 频谱兼容波形利用多段离散寂静带宽合成大带宽,在满足带宽要求的同时有效对抗频域密集干扰。为了抑制频谱兼容波形的峰值旁瓣水平,提出一种低峰值旁瓣频谱兼容波形设计方案。所提方案综合考虑波形的自相关峰值旁瓣性能和抗干扰性能,构建加权目标函数。在波形恒模约束下,该问题为非确定多项式难(non-deterministic polynomial-hard,NP-hard)问题。为此,首先利用指数对数平滑技术逼近目标函数,进而提出基于快速傅里叶变换的共轭梯度(conjugate gradient method based on fast Fourier transformation,CGFFT)法求解该问题。此外,波形设计中需要根据性能指标要求选择合适的加权值,为此提出一种加权值自适应确定方法,最后通过数值仿真验证了所提方法的有效性。 展开更多
关键词 频谱兼容波形 峰值旁瓣性能 加权目标函数 共轭梯度法
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Physics-Informed Neural Networks with Two Weighted Loss Function Methods for Interactions of Two-Dimensional Oceanic Internal Solitary Waves 被引量:1
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作者 SUN Junchao CHEN Yong TANG Xiaoyan 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2024年第2期545-566,共22页
The multiple patterns of internal solitary wave interactions(ISWI)are a complex oceanic phenomenon.Satellite remote sensing techniques indirectly detect these ISWI,but do not provide information on their detailed stru... The multiple patterns of internal solitary wave interactions(ISWI)are a complex oceanic phenomenon.Satellite remote sensing techniques indirectly detect these ISWI,but do not provide information on their detailed structure and dynamics.Recently,the authors considered a three-layer fluid with shear flow and developed a(2+1)Kadomtsev-Petviashvili(KP)model that is capable of describing five types of oceanic ISWI,including O-type,P-type,TO-type,TP-type,and Y-shaped.Deep learning models,particularly physics-informed neural networks(PINN),are widely used in the field of fluids and internal solitary waves.However,the authors find that the amplitude of internal solitary waves is much smaller than the wavelength and the ISWI occur at relatively large spatial scales,and these characteristics lead to an imbalance in the loss function of the PINN model.To solve this problem,the authors introduce two weighted loss function methods,the fixed weighing and the adaptive weighting methods,to improve the PINN model.This successfully simulated the detailed structure and dynamics of ISWI,with simulation results corresponding to the satellite images.In particular,the adaptive weighting method can automatically update the weights of different terms in the loss function and outperforms the fixed weighting method in terms of generalization ability. 展开更多
关键词 Internal solitary wave interactions KP equation PINN method weighted loss function method
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以确定性系数法为基础的不同滑坡易发性评价模型对比分析——以云南保山盆地为例 被引量:2
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作者 陈玉波 徐世光 陈梦瑞 《中国地质灾害与防治学报》 2025年第1期119-130,共12页
随着保山盆地城市化进程的不断推进,当地地质条件逐渐恶化,滑坡灾害频发,为了提供切合实际的防治建议,文章对研究区进行滑坡易发性评价。据区域地质背景、人类活动及灾害发育特征,选取海拔、坡度、坡向、归一化植被覆盖度、工程地质岩... 随着保山盆地城市化进程的不断推进,当地地质条件逐渐恶化,滑坡灾害频发,为了提供切合实际的防治建议,文章对研究区进行滑坡易发性评价。据区域地质背景、人类活动及灾害发育特征,选取海拔、坡度、坡向、归一化植被覆盖度、工程地质岩组、距道路距离、距断层距离、距水系距离、灾害点密度共9个评价因子。建立确定性系数法模型(CF)、确定性系数法与层次分析法耦合模型(CF-AHP)、确定性系数法与熵指数法耦合模型(CF-IOE)及确定性系数法与距离函数法-组合权重耦合模型(CF-AHP-IOE)。结果显示:CF、CF-AHP、CF-IOE、CF-AHP-IOE模型滑坡易性发分级的灾害密度及频率比值显著增加,均有效对研究区进行滑坡易发性评价;4种模型AUC值分别为0.890、0.911、0.921、0.916,耦合模型具有更高评价精度;其中CF-AHP-IOE模型在极高易发区频率比值与灾害数量占比90%以上,说明了主、客赋权更加合理。研究可为保山盆地城市化进程提供地质灾害防治建议。 展开更多
关键词 滑坡易发性评价 确定性系数法 层次分析法 熵指数法 距离函数-组合权重法
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广东含笑无性系苗期叶片功能性状和生长综合评价
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作者 刘俊涛 张卫华 +5 位作者 朱报著 徐放 白青松 廖焕琴 陈新宇 郭镜赟 《林业与环境科学》 2025年第1期43-49,共7页
为探究广东含笑Michelia guangdongensis不同无性系苗木生长和叶结构功能性状的变异规律,以38份广东含笑无性系苗木为材料,测定苗高、地径和叶结构功能性状(叶片SPAD、叶面积、叶片厚度、叶片体积、比叶面积、叶组织密度、叶片干物质量... 为探究广东含笑Michelia guangdongensis不同无性系苗木生长和叶结构功能性状的变异规律,以38份广东含笑无性系苗木为材料,测定苗高、地径和叶结构功能性状(叶片SPAD、叶面积、叶片厚度、叶片体积、比叶面积、叶组织密度、叶片干物质量、叶片相对含水率、叶片背部颜色和绒毛量),分析苗木生长和叶片功能性状的变异程度及相关性,对各指标进行初步选择评价。结果表明,不同无性系的苗高、地径、SPAD、叶面积等9个性状差异极显著(P<0.01),叶组织密度差异不显著,各性状变异系数的变化范围在5.14%~20.94%之间。除了叶组织密度、地径,其余性状的重复力均高于0.5。相关分析显示,叶面积、比叶面积、叶片体积与叶片干物质量、叶组织密度、叶片相对含水率呈极显著正或负相关(P<0.01)。比叶面积与叶面积呈极显著正相关(P<0.01),而与叶片厚度、叶干物质含量、叶组织密度、叶片相对含水率均呈极显著负相关(P<0.01)。采用熵权-TOPSIS法对广东含笑不同无性系苗木生长和叶结构功能性状进行选择评价,排名前5的广东含笑无性系为CG3、1、5、8804、8999,Ci值均在0.6以上,5个无性系的苗高、叶面积比无性系群体平均值高4.68%、24.25%,遗传增益分别达到3.84%和22.12%,而且叶片背部的呈色效果较好,且绒毛较多和颜色较深,观赏效果较优。 展开更多
关键词 广东含笑 无性系 叶片功能性状 相关关系 熵权-TOPSIS法
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考虑主客观权重的双响应曲面稳健设计优化
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作者 伍建军 刘俊杰 +1 位作者 郑明贵 刘丽珍 《机械设计》 北大核心 2025年第4期47-55,共9页
针对细胞注射3-RRR柔顺并联微动平台多响应稳健优化设计中各响应权重缺少理论依据、赋权不合理的问题,文中引入主客观函数的思想,并将熵权法和主客观函数相结合,综合解决多响应问题。在铰链运动模型建立的基础上,运用Minitab对模型进行... 针对细胞注射3-RRR柔顺并联微动平台多响应稳健优化设计中各响应权重缺少理论依据、赋权不合理的问题,文中引入主客观函数的思想,并将熵权法和主客观函数相结合,综合解决多响应问题。在铰链运动模型建立的基础上,运用Minitab对模型进行试验设计;引入熵权法对试验设计进行分析从而构建客观满意度函数,同时根据工程实践情况构建主观满意度函数;最后将两个函数赋予不同权重进行乘积得出综合满意度函数,并采用广义降阶梯度法求解得出不同组合赋权下的满意度值。设计者可根据对最优性和稳健性的不同需求,采用不同的赋权方案。案例表明,这对柔顺机构稳健设计来说是一种有效的改进方法。 展开更多
关键词 柔性铰链结构 稳健优化设计 熵权法 试验设计 综合满意度函数
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敞开式TBM地质适应性评价方法研究
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作者 邓铭江 谭忠盛 《隧道建设(中英文)》 北大核心 2025年第6期1043-1060,I0005-I0022,共36页
为量化评价敞开式TBM在复杂地质条件下的施工适应性,解决传统评价方法中指标权重固定及研究对象代表性不足的难题,依托北疆供水二期工程,提出一种基于动态权重的模糊综合评价法。首先,系统分析影响TBM地质适应性的关键因素,选取围岩类... 为量化评价敞开式TBM在复杂地质条件下的施工适应性,解决传统评价方法中指标权重固定及研究对象代表性不足的难题,依托北疆供水二期工程,提出一种基于动态权重的模糊综合评价法。首先,系统分析影响TBM地质适应性的关键因素,选取围岩类别、岩爆、大变形、断层破碎带、富水蚀变带、岩溶发育区、富水裂隙带等7个敏感性指标构建评价指标体系,确定各个评价指标的隶属函数。然后,创新性地引入变权重计算方法,依据不同地质掘进时间与各台设备掘进总时间的比值,计算得到不同地质的变权权重,进而建立适应性模糊综合评价方法。通过模糊运算得到适应性分值,并将其划分为5个适应性等级。最后,对正洞18台敞开式TBM的适应性进行评价,结果表明,适应性差1台,较差2台,一般5台,较好7台,好3台,评价结果与实际掘进情况高度吻合。分析表明,适应性等级为好或较好(85分及以上)的围岩可实现高效掘进,设备平均利用率在35%以上,设备平均完好率在90%以上,平均月进尺在400 m以上。 展开更多
关键词 敞开式TBM 地质适应性 模糊综合评价法 变权重分析 隶属函数 不良地质
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多传感器数据融合在玉米储存环境温湿度监测中的应用
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作者 梁玉秀 《粮食与饲料工业》 2025年第2期48-52,共5页
玉米在储存过程中,其品质受温湿度的影响极大,为及时发现并处理可能导致玉米损失的因素,如湿度过高引起的霉变、温度波动导致的虫害等,需要对玉米的存储环境进行监测。由于玉米储存环境具有动态变化特性,单一传感器无法及时捕捉和响应... 玉米在储存过程中,其品质受温湿度的影响极大,为及时发现并处理可能导致玉米损失的因素,如湿度过高引起的霉变、温度波动导致的虫害等,需要对玉米的存储环境进行监测。由于玉米储存环境具有动态变化特性,单一传感器无法及时捕捉和响应环境参数的变化,导致监测结果不准确。为此,提出多传感器数据融合在玉米储存环境温湿度监测中的应用研究。通过多传感器收集玉米储存环境的温湿度数据,捕捉仓储环境动态变化情况,计算各传感器的最优权值,消除多传感器间的冗余信息,再通过自适应加权平均法,融合多传感器温湿度数据。以模糊集为基础,输入融合后的数据,计算温湿度范围的隶属度函数,获取当前环境的温湿度范围,实现对存储环境的准确监测。通过实验可知,所提方法能够准确监测玉米储存环境的温湿度变化情况,便于管理人员及时采取措施,防止粮食因环境因素受损。 展开更多
关键词 玉米 多传感器 数据融合 储存环境 温湿度监测 自适应加权平均法 隶属函数
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