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Reverse Transformation Behavior of Martensite Formed during Cooling Proce under Constant Stress in TiNi Alloys 被引量:1
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作者 怀利敏 崔立山 +1 位作者 张来斌 郑雁军 《Petroleum Science》 SCIE CAS CSCD 2004年第3期62-65,共4页
The reverse transformation temperature and recovery strain ratio of the martensite formed during the cooling process under a constant stress in TiNi shape memory alloy wires are studied in this paper. Results sh... The reverse transformation temperature and recovery strain ratio of the martensite formed during the cooling process under a constant stress in TiNi shape memory alloy wires are studied in this paper. Results show that a higher level of the applied constant stress during the cooling process will induce martensite with a higher reverse martensitic transformation start temperature As and a smaller recovery strain ratio. Similarly, a prestrain at the room temperature elevates the As temperature and decreases the recovery strain ratio. However, the As temperature and the recovery strain ratio of the martensite formed during the cooling process under a constant stress are lower than those of the martensite formed by prestrain at the room temperature. 展开更多
关键词 Shape memory alloy TINI reverse martensitic transformation constant stress
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基于修正q-威布尔分布的矿用卡车可靠性分析
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作者 刘威 高琪 +2 位作者 刘光伟 白润才 朱乙鑫 《辽宁工程技术大学学报(自然科学版)》 北大核心 2025年第2期237-246,共10页
为了更加准确地描述露天矿矿用卡车的失效规律,提高可靠性分析的准确性,构建了一种新的alpha变换。在此基础上,提出了一种四参数修正q-威布尔分布模型,并采用蜣螂优化算法与极大似然估计相结合的方式对模型的参数进行估计。通过实例对... 为了更加准确地描述露天矿矿用卡车的失效规律,提高可靠性分析的准确性,构建了一种新的alpha变换。在此基础上,提出了一种四参数修正q-威布尔分布模型,并采用蜣螂优化算法与极大似然估计相结合的方式对模型的参数进行估计。通过实例对比验证了使用修正q-威布尔分布模型评估矿用卡车可靠性的合理性和有效性。数值试验结果表明,利用修正q-威布尔分布模型对矿用卡车故障间隔时间进行分析,制定相应的预防性维修周期能够更好地保障矿用卡车安全、稳定运行。 展开更多
关键词 矿用卡车 可靠性分析 修正q-威布尔分布 蜣螂优化算法 预防性维修周期 极大似然估计
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基于时变子波的Q值估计方法
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作者 葛大明 宋建国 《CT理论与应用研究(中英文)》 2025年第4期640-649,共10页
谱比法是估计Q值的常用方法,根据不同时刻地震子波对数谱比值与Q值之间的线性关系估算品质因子Q。时频域谱比法的基本思想是用时频谱分析提取不同时刻的频谱,代表对应时刻的地震子波频谱,忽略反射系数对地震子波的影响。由于受到局部反... 谱比法是估计Q值的常用方法,根据不同时刻地震子波对数谱比值与Q值之间的线性关系估算品质因子Q。时频域谱比法的基本思想是用时频谱分析提取不同时刻的频谱,代表对应时刻的地震子波频谱,忽略反射系数对地震子波的影响。由于受到局部反射系数的影响,时频谱比法求取Q时地震子波对数谱比往往具有复杂的多峰形态,偏离了对数谱比随频率线性变化的关系,线性拟合求取的Q值误差较大,不满足地层岩性解释和孔隙流体预测的要求。针对以上问题,将复赛谱分析与广义S变换相结合,提出一种消除反射系数影响的时变子波频谱提取方法,提高Q值估计的精度。利用广义S变换将地震记录变换到时频域,对地震记录的时频谱取对数,得到不同时刻地震记录的复赛谱。在复赛谱域子波位于低频段,反射系数位于中高频段。因此利用最小二乘法对低频段复赛谱进行平滑拟合,得到子波的复赛谱,再取复赛谱的指数,得到时变子波的频谱,通过相邻时刻子波的对数频谱比与Q值的线性关系计算Q值。模型测试结果验证时变子波提取的准确性以及估计Q值的可行性和抗噪性,东部某油田实际地震数据的应用结果验证该方法的有效性。 展开更多
关键词 q值估计 广义S变换 谱比法 复赛谱域 时变子波
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CONFORMAL TRANSFORMATION SOLUTION FOR THE ATTENUATION CONSTANT OF TEM TRANSMISSION LINES 被引量:1
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作者 梁昌洪 崔铁军 范小平 《Journal of Electronics(China)》 1992年第1期45-53,共9页
The conformal transformation solution is presented for the attenuation constant ofTEM transmission lines which can be mapped into the coaxial or the parallel plate lines by certainconformal transformations including t... The conformal transformation solution is presented for the attenuation constant ofTEM transmission lines which can be mapped into the coaxial or the parallel plate lines by certainconformal transformations including the numerical ones.The analytic and numerical results ofsome examples are also given. 展开更多
关键词 Transmission line CONFORMAL transformATION ATTENUATION constant TEM mode MAPPING
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Hidden Markov model based epileptic seizure detection using tunable Q wavelet transform 被引量:2
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作者 Deba Prasad Dash Maheshkumar H Kolekar 《The Journal of Biomedical Research》 CAS CSCD 2020年第3期170-179,共10页
Epilepsy is one of the most prevalent neurological disorders affecting 70 million people worldwide.The present work is focused on designing an efficient algorithm for automatic seizure detection by using electroenceph... Epilepsy is one of the most prevalent neurological disorders affecting 70 million people worldwide.The present work is focused on designing an efficient algorithm for automatic seizure detection by using electroencephalogram(EEG) as a noninvasive procedure to record neuronal activities in the brain.EEG signals' underlying dynamics are extracted to differentiate healthy and seizure EEG signals.Shannon entropy,collision entropy,transfer entropy,conditional probability,and Hjorth parameter features are extracted from subbands of tunable Q wavelet transform.Efficient decomposition level for different feature vector is selected using the Kruskal-Wallis test to achieve good classification.Different features are combined using the discriminant correlation analysis fusion technique to form a single fused feature vector.The accuracy of the proposed approach is higher for Q=2 and J=10.Transfer entropy is observed to be significant for different class combinations.Proposed approach achieved 100% accuracy in classifying healthy-seizure EEG signal using simple and robust features and hidden Markov model with less computation time.The proposed approach efficiency is evaluated in classifying seizure and non-seizure surface EEG signals.The system has achieved 96.87% accuracy in classifying surface seizure and nonseizure EEG segments using efficient features extracted from different J level. 展开更多
关键词 ELECTROENCEPHALOGRAM EPILEPSY SEIZURE tunable q wavelet transform ENTROPY hidden Markov model
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ON THE (p,q)-MELLIN TRANSFORM AND ITS APPLICATIONS 被引量:1
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作者 Pankaj JAIN Chandrani BASU Vivek PANWAR 《Acta Mathematica Scientia》 SCIE CSCD 2021年第5期1719-1732,共14页
In this paper,we introduce and study a(p,q)-Mellin transform and its corresponding convolution and inversion.In terms of applications of the(p,q)-Mellin transform,we solve some integral equations.Moreover,a(p,q)-analo... In this paper,we introduce and study a(p,q)-Mellin transform and its corresponding convolution and inversion.In terms of applications of the(p,q)-Mellin transform,we solve some integral equations.Moreover,a(p,q)-analogue of the Titchmarsh theorem is also derived. 展开更多
关键词 q-Mellin transform (p q)-Mellin transform inversion formula CONVOLUTION integral equation
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Identifying Unusual Observations in Ridge Regression Linear Model Using Box-Cox Power Transformation Technique 被引量:1
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作者 Aboobacker Jahufer 《Open Journal of Statistics》 2014年第1期19-26,共8页
The use of [1] Box-Cox power transformation in regression analysis is now common;in the last two decades there has been emphasis on diagnostics methods for Box-Cox power transformation, much of which has involved dele... The use of [1] Box-Cox power transformation in regression analysis is now common;in the last two decades there has been emphasis on diagnostics methods for Box-Cox power transformation, much of which has involved deletion of influential data cases. The pioneer work of [2] studied local influence on constant variance perturbation in the Box-Cox unbiased regression linear mode. Tsai and Wu [3] analyzed local influence method of [2] to assess the effect of the case-weights perturbation on the transformation-power estimator in the Box-Cox unbiased regression linear model. Many authors noted that the influential observations on the biased estimators are different from the unbiased estimators. In this paper I describe a diagnostic method for assessing the local influence on the constant variance perturbation on the transformation in the Box-Cox biased ridge regression linear model. Two real macroeconomic data sets are used to illustrate the methodologies. 展开更多
关键词 Box-Cox transformATION RIDGE Regression constant Variance PERTURBATION Local Influence Influential OBSERVATIONS
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Characterization for wave equations in viscoelastic media based on the constant Q property 被引量:1
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作者 Liang Kai Cao Dan-Ping +1 位作者 He Bing-Hong Wu Guo-Chen 《Applied Geophysics》 SCIE CSCD 2020年第4期561-575,共15页
The constant Q property in viscoelastic media assumes that the quality factor Q does not change with frequency(i.e.,the Q value is independent of the frequency).For seismic waves propagating in viscoelastic media,the ... The constant Q property in viscoelastic media assumes that the quality factor Q does not change with frequency(i.e.,the Q value is independent of the frequency).For seismic waves propagating in viscoelastic media,the wave equation is determined by the viscoelastic media model.Equivalence relations exist between various frequency domain mathematical models and physical rheological models for the constant Q property.Considering two elastic moduli and three attenuation variables,24 kinds of wave equations based on diff erent generalized rheological models are divided into six classes in this study,and the 12 kinds of specifi c representation for the wave equations in the time domain are derived.On the basis of the equivalence relations between the generalized rheological models,the diff erence and equivalence relation between diff erent wave equations are proven and clarifi ed.Results show that the high-order generalized rheological model can accurately characterize the attenuation characteristics of seismic waves and has advantages in characterizing the dispersion characteristics in viscoelastic media.Lastly,the seismic refl ection characteristics caused by the diff erence of Q value are verifi ed by the forward modeling of the constant Q wave equation in this study,thereby providing a theoretical basis for the analysis and inversion of the formation Q value from refl ection seismic data. 展开更多
关键词 viscoelastic media constant q wave equation seismic wave attenuation rheology theory
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ON THE FINITE MELLIN TRANSFORM IN QUANTUM CALCULUS AND APPLICATION 被引量:2
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作者 Bochra NEFZI Kamel BRAHIM Ahmed FITOUHI 《Acta Mathematica Scientia》 SCIE CSCD 2018年第4期1393-1410,共18页
The aim of the present paper is to introduce and study a new type of q-Mellin transform [11], that will be called q-finite Mellin transform. In particular, we prove for this new transform an inversion formula and q-co... The aim of the present paper is to introduce and study a new type of q-Mellin transform [11], that will be called q-finite Mellin transform. In particular, we prove for this new transform an inversion formula and q-convolution product. The application of this transform is also earlier proposed in solving procedure for a new equation with a new fractional differential operator of a variational type. 展开更多
关键词 q-Mellin transform finite Mellin transform fractional q-integral fractionalq-differential equation
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TWO DIMENSIONAL MELLIN TRANSFORM IN QUANTUM CALCULUS 被引量:1
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作者 Kamel BRAHIM Latifa RIAHI 《Acta Mathematica Scientia》 SCIE CSCD 2018年第2期546-560,共15页
In this article, we introduce the two dimensional Mellin transform M4(f)(s,t), give some properties, establish the Paley-Wiener theorem and Plancherel formula, present the Hausdorff-Young inequality, and find seve... In this article, we introduce the two dimensional Mellin transform M4(f)(s,t), give some properties, establish the Paley-Wiener theorem and Plancherel formula, present the Hausdorff-Young inequality, and find several applications for the two dimensional Mellin transform. 展开更多
关键词 quantum calculus Two dimensional Mellin transform q-Double integral
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新型污染物6PPD/6PPD-Q的转化、毒性效应与风险控制 被引量:1
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作者 梅易豪 米热扎提江·喀由木 段桂兰 《生态毒理学报》 北大核心 2025年第2期310-327,共18页
轮胎磨损颗粒化合物N-(1,3-二甲基丁基)-N’-苯基对苯二胺(6PPD)及其衍生物6PPD醌(6PPD-Q)已成为日益引起关注的新污染物。由于橡胶相关产品的大规模生产和广泛使用,6PPD和6PPD-Q已被确定在环境基质中普遍存在,具有生物毒性和生态健康风... 轮胎磨损颗粒化合物N-(1,3-二甲基丁基)-N’-苯基对苯二胺(6PPD)及其衍生物6PPD醌(6PPD-Q)已成为日益引起关注的新污染物。由于橡胶相关产品的大规模生产和广泛使用,6PPD和6PPD-Q已被确定在环境基质中普遍存在,具有生物毒性和生态健康风险,并可通过多种暴露途径进入人体从而对健康构成威胁。复杂的环境因素如温度、光照、臭氧浓度、水文条件以及生物作用等会对境介质中6PPD/6PPD-Q的浓度、分布及转化产生影响,且6PPD/6PPD-Q易与其他污染物产生交互作用从而影响其环境行为。本文综述了6PPD及其氧化产物6PPD-Q在环境中的污染特征,总结了其在大气、土壤和水体中的转化机制,如光解与微生物还原等,并重点阐述了6PPD/6PPD-Q的生态毒性与健康风险。在此基础上提出了控制此类新污染物的环境风险管理技术,并对未来研究方向进行了展望,以期为进一步开展6PPD/6PPD-Q的生物毒性效应、机制研究和健康风险评估提供科学线索和参考。 展开更多
关键词 6PPD 6PPD-q 污染特征 转化机制 风险控制
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中碳高硅Q&P钢马氏体相变动力学 被引量:4
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作者 刘曼 周明星 +2 位作者 陈振业 尹伟凡 徐光 《钢铁》 北大核心 2025年第3期117-124,共8页
目前常用经典的K-M(Koistinen-Marburger)模型描述钢的马氏体相变动力学,但模型的准确性与钢种成分密切相关。基于不同冷却速率的淬火试验,采用膨胀法、金相法研究了常见中碳高硅淬火-配分(Q&P)钢的马氏体相变动力学规律,并基于传统... 目前常用经典的K-M(Koistinen-Marburger)模型描述钢的马氏体相变动力学,但模型的准确性与钢种成分密切相关。基于不同冷却速率的淬火试验,采用膨胀法、金相法研究了常见中碳高硅淬火-配分(Q&P)钢的马氏体相变动力学规律,并基于传统K-M模型建立了适用于中碳高硅Q&P钢的改进马氏体相变动力学模型,并对其进行了验证。结果表明,不同冷却速率下,中碳高硅Q&P钢的马氏体相变动力学曲线呈“S”形,而不是“C”形,相变过程可分为开始相变的加速期、中间相变的高速期和最后相变的减速期,这可能是马氏体的自回火现象引起的。此外,靠近马氏体相变开始温度形成的马氏体较为粗大,此时温度较高,碳从过饱和马氏体板条扩散到周围未转化的奥氏体中,奥氏体碳富集增加了残余奥氏体的稳定性,使得过冷度需要进一步增加才能继续发生马氏体相变,从而降低了残余奥氏体的马氏体相变开始温度。马氏体相变动力学方程指数β为1~2的常数。β值对淬火温度的敏感性取决于钢的碳含量。碳含量升高时,β值对淬火温度的敏感性显著降低,基本可以忽略。速率参数α为淬火温度的3次多项式函数,随着冷却速率的增加,速率参数α逐渐降低,这表明马氏体相变可能是一个与时间有关的相变;而方程指数β逐渐增加,这与奥氏体塑性调节对马氏体相变的抑制作用有关。改进K-M模型考虑了马氏体相变的瞬时动力学特性,与试验数据的匹配度较传统K-M模型更好。 展开更多
关键词 中碳高硅q&P钢 马氏体相变 动力学模型 速率参数 方程指数 改进K-M模型 高级钢 TRIP效应
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Short-Term Sinusoidal Modeling of an Oriental Music Signal by Using CQT Transform
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作者 Lhoucine Bahatti Mimoun Zazoui +1 位作者 Omar Bouattane Ahmed Rebbani 《Journal of Signal and Information Processing》 2013年第1期51-56,共6页
In this paper, we propose a method for characterizing a musical signal by extracting a set of harmonic descriptors reflecting the maximum information contained in this signal. We focus our study on a signal of orienta... In this paper, we propose a method for characterizing a musical signal by extracting a set of harmonic descriptors reflecting the maximum information contained in this signal. We focus our study on a signal of oriental music characterized by its richness in tone that can be extended to 1/4 tone, taking into account the frequency and time characteristics of this type of music. To do so, the original signal is slotted and analyzed on a window of short duration. This signal is viewed as the result of a combined modulation of amplitude and frequency. For this result, we apply short-term the non-stationary sinusoidal modeling technique. In each segment, the signal is represented by a set of sinusoids characterized by their intrinsic parameters: amplitudes, frequencies and phases. The modeling approach adopted is closely related to the slot window;therefore great importance is devoted to the study and the choice of the kind of the window and its width. It must be of variable length in order to get better results in the practical implementation of our method. For this purpose, evaluation tests were carried out by synthesizing the signal from the estimated parameters. Interesting results have been identified concerning the comparison of the synthesized signal with the original signal. 展开更多
关键词 ORIENTAL Music Signal Short Time FOURIER transform constant q transform Modulation Sinusoidal Modeling Weighting Window 1/4 TONE
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Laplace Transformation and Ergodic Potential Kernel for q-Process in Random Environment 被引量:2
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作者 LU Ping HU Dihe 《Wuhan University Journal of Natural Sciences》 CAS 2007年第2期218-224,共7页
This paper introduces some concepts such as q- process in random environment, Laplace transformation, ergodic potential kernel, error function and some basic lemmas.We study the continuity and Laplace transformation o... This paper introduces some concepts such as q- process in random environment, Laplace transformation, ergodic potential kernel, error function and some basic lemmas.We study the continuity and Laplace transformation of random transition function. Finally, we give the sufficient condition for the existence of ergodic potential kernel for homogeneous q- processes in random environments. 展开更多
关键词 random transition function transition density func-tion in random environment q-process in random environment Laplace transformation ergodic potential kernel
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On <i>q</i>-Analogues of Laplace Type Integral Transforms of <i>q</i><sup>2</sup>-Bessel Functions
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作者 Arwa Alshibani Reem Alkhairy 《Applied Mathematics》 2019年第5期301-311,共11页
The present paper deals with the evaluation of the q-Analogues of Laplece transforms of a product of basic analogues of q2-special functions. We apply these transforms to three families of q-Bessel functions. Several ... The present paper deals with the evaluation of the q-Analogues of Laplece transforms of a product of basic analogues of q2-special functions. We apply these transforms to three families of q-Bessel functions. Several special cases have been deducted. 展开更多
关键词 q-Extensions of Bessel Functions q-Analogues of LAPLACE TYPE Integrals transforms q-Analogues of Gamma Function q-Shift Factorials
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Some Inequalities Involving the Exponential Transform
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作者 Alex Kyriakis Marios Kyriakis 《Advances in Pure Mathematics》 2024年第12期859-872,共14页
The exponential transform or modified Fourier transform is an integral transform where the Kernel function is Ka(ξ,t)=a−iξt, and a∈] 1,+∞ [. This is a general case of the Fourier transform where the Kernel functio... The exponential transform or modified Fourier transform is an integral transform where the Kernel function is Ka(ξ,t)=a−iξt, and a∈] 1,+∞ [. This is a general case of the Fourier transform where the Kernel function is of the form Ke(ξ,t)=exp(−iξt). Joseph Fourier, the famous French Mathematician and Engineer, was the pioneer and he studied the properties in his seminal works. This important tool created an avenue of research later and it is very important in tackling problems in strong differential form and studying spectral properties of various ordinary and partial differential operators. In our article, we will obtain explicit bounds for the modified Fourier transform and derive some corollaries using in the Kernel function a multiple of the Euler-Mascheroni constant γ. The bounds obtained involve the Riemann zeta function for positive integers at the right-hand side. 展开更多
关键词 Modified Fourier transform INEqUALITIES Riemann Zeta Function Euler-Mascheroni constant
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CMQ:基于梅尔滤波和恒Q变换的异常心音检测
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作者 刘学瑜 张帆 《四川大学学报(自然科学版)》 北大核心 2025年第5期1150-1160,共11页
心音听诊是一种心血管疾病诊断的重要方式.将深度学习与心音听诊相结合,可以实现对心血管疾病的辅助诊断,减少对专业医生的依赖.现有的异常心音检测方法主要是在心音分割的基础上,考虑单一特征,难以应对同时存在环境噪声和信道衰减的复... 心音听诊是一种心血管疾病诊断的重要方式.将深度学习与心音听诊相结合,可以实现对心血管疾病的辅助诊断,减少对专业医生的依赖.现有的异常心音检测方法主要是在心音分割的基础上,考虑单一特征,难以应对同时存在环境噪声和信道衰减的复杂场景.本文在对心音信号进行梅尔滤波和恒Q变换的基础上,提取多种更加符合人耳生理特性的心音特征并进行融合,获得更加完备和包含更多细节的心音特征表示.在后端分类器的构建上,考虑到EfficientNetv2优越的分类性能和高效的训练速度,我们将EfficientNetv2作为分类器的骨干网络.同时,为了提高模型对不同类型心脏杂音的敏感性,我们设计了一种特征多尺度加权融合模块,实现更加细腻度的特征融合.充分的实验表明,本文提出的异常心音检测方法在各项指标上均获得较高的分数,与文中列出的基线方法相比,具有一定的优越性. 展开更多
关键词 心音异常检测 梅尔滤波 q变换 多尺度加权融合
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Some New Transformation Formulas for q-Series through the Bailey Transform
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作者 Lijun Hao Liangliang Xu 《Advances in Pure Mathematics》 2023年第10期651-661,共11页
In the literature, the Bailey transform has many applications in basic hypergeometric series. In this paper, we derive many new transformation formulas for q-series by means of the Bailey transform. Meanwhile, We also... In the literature, the Bailey transform has many applications in basic hypergeometric series. In this paper, we derive many new transformation formulas for q-series by means of the Bailey transform. Meanwhile, We also obtain some new terminated identities. Furthermore, we establish a companion identity to the Rogers-Ramanujan identity labelled by number (23) on Slater’s list. 展开更多
关键词 q-SERIES Bailey transform transformation Formulas Rogers-Ramanujan Identities
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基于常数Q变换的构音障碍语音自动检测和评估
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作者 孙国伦 王丽 《网络新媒体技术》 2025年第1期16-25,40,共11页
针对构音障碍语音的自动检测与严重程度评估问题,提出一种融合构音障碍语音病理特性的自动检测和评估方法。通过结合常数Q变换的频谱以及源-滤波器假设,将频谱分解,并使用常数Q变换频谱及其分量来捕捉构音障碍患者发音过程中的共振峰歪... 针对构音障碍语音的自动检测与严重程度评估问题,提出一种融合构音障碍语音病理特性的自动检测和评估方法。通过结合常数Q变换的频谱以及源-滤波器假设,将频谱分解,并使用常数Q变换频谱及其分量来捕捉构音障碍患者发音过程中的共振峰歪曲等发音特点。同时,采用密集连接网络对含有病理特性的声学特征建模实现构音障碍检测与严重程度评估。实验结果表明,该方法在英语、意大利语和中文等语种的语音自动检测任务上分别取得2%以上的准确率绝对值提升;在英语和中文语料的构音障碍严重程度评估任务上分别取得2%和10%以上的准确率绝对值提升。这表明该方法能够在不同语种和不同任务上一致提升构音障碍语音建模性能。 展开更多
关键词 构音障碍语音 语音共振峰 常数q 变换 密集连接网络 源-滤波器
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基于Transformer预测汽轮机润滑油介电常数
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作者 夏雪 高静 +1 位作者 李喜武 闫恩来 《电脑与信息技术》 2025年第1期48-54,共7页
润滑油在汽轮机运行过程中扮演重要角色,介电常数是监测润滑油质量的重要指标。实时监测润滑油的介电常数可以了解润滑油中的水分含量和污染程度,从而确保汽轮机在最佳状态下持续高效运转。以某电厂汽轮机润滑油为研究对象,设计了一种基... 润滑油在汽轮机运行过程中扮演重要角色,介电常数是监测润滑油质量的重要指标。实时监测润滑油的介电常数可以了解润滑油中的水分含量和污染程度,从而确保汽轮机在最佳状态下持续高效运转。以某电厂汽轮机润滑油为研究对象,设计了一种基于Transformer的润滑油介电常数预测模型。首先对汽轮机的润滑油数据进行标准化和归一化预处理;其次基于处理后的数据构建预测模型,并进行训练和评估;最后使用优化后的模型预测润滑油介电常数。实验结果显示,基于Transfomrer的预测模型在精度上高达91.61%。进一步分析表明,该模型在预测误差方面,相较于LSTM、RNN和CNN模型,具有显著的优势,在平均绝对误差(Mean Absolute Error,MAE)、均方误差(Mean Squared Error,MSE)和均方根误差(Root Mean Squared Error,RMSE)3个关键指标上,Transformer模型分别降低了24%、28%、49%,37%、39%、71%,以及20%、22%、46%。 展开更多
关键词 transformer模型 时间序列 状态评估 介电常数
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