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Nonlinear effect of the structured light profilometry in the phase-shifting method and error correction 被引量:3
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作者 张万祯 陈浙泊 +2 位作者 夏彬峰 林斌 曹向群 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第4期324-329,共6页
Digital structured light (SL) profilometry is increasingly used in three-dimensional (3D) measurement technology. However, the nonlinearity of the off-the-shelf projectors and cameras seriously reduces the measure... Digital structured light (SL) profilometry is increasingly used in three-dimensional (3D) measurement technology. However, the nonlinearity of the off-the-shelf projectors and cameras seriously reduces the measurement accuracy. In this paper, first, we review the nonlinear effects of the projector-camera system in the phase-shifting structured light depth measurement method. We show that high order harmonic wave components lead to phase error in the phase-shifting method. Then a practical method based on frequency domain filtering is proposed for nonlinear error reduction. By using this method, the nonlinear calibration of the SL system is not required. Moreover, both the nonlinear effects of the projector and the camera can be effectively reduced. The simulations and experiments have verified our nonlinear correction method. 展开更多
关键词 structured light profilometry depth measurement phase-shifting algorithm nonlinear effect
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Raman lasing and other nonlinear effects based on ultrahigh-Q CaF_(2)optical resonator 被引量:1
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作者 Tong Xing Enbo Xing +6 位作者 Tao Jia Jianglong Li Jiamin Rong Yanru Zhou Wenyao Liu Jun Tang Jun Liu 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第10期423-428,共6页
The calcium fluoride(CaF_(2))whispering gallery mode crystalline resonator is an excellent platform for nonlinear optical applications because of the decreasing in threshold caused by ultrahigh quality(Q)factor.In thi... The calcium fluoride(CaF_(2))whispering gallery mode crystalline resonator is an excellent platform for nonlinear optical applications because of the decreasing in threshold caused by ultrahigh quality(Q)factor.In this paper,we achieved the observation of Raman lasing,first-order Raman comb,and second-order Raman lasing in a CaF_(2)disk resonator with a diameter of 4.96 mm and an ultrahigh-Q of 8.43×10^(8)at 1550-nm wavelength.We also observed thermal effects in CaF_(2)disk resonator,and the threshold of thermo-optical oscillation is approximately coincident with Raman lasing,since the intracavity power increases rapidly when the power reaches the threshold,and higher input pump power results in longer thermal drift and higher Raman emission power.With a further increase in pump power,the optical frequency combs range is from 1520 nm to 1650 nm,with a wavelength interval of 4×FSR.It is a promising candidate for optical communication,biological environment monitoring,spectral analysis,and microwave signal sources. 展开更多
关键词 whispering gallery mode crystalline resonator Raman lasing nonlinear effects thermo-optical oscillation optical frequency combs
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Dynamical analysis and localized waves of the n-component nonlinear Schrödinger equation with higher-order effects
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作者 Yu Lou Guoan Xu 《Chinese Physics B》 2025年第3期204-213,共10页
Under investigation is the n-component nonlinear Schrödinger equation with higher-order effects,which describes the ultrashort pulses in the birefringent fiber.Based on the Lax pair,the eigenfunction and generali... Under investigation is the n-component nonlinear Schrödinger equation with higher-order effects,which describes the ultrashort pulses in the birefringent fiber.Based on the Lax pair,the eigenfunction and generalized Darboux transformation are derived.Next,we construct several novel higher-order localized waves and classified them into three categories:(i)higher-order rogue waves interacting with bright/antidark breathers,(ii)higher-order breather fission/fusion,(iii)higherorder breather interacting with soliton.Moreover,we explore the effects of parameters on the structure,collision process and energy distribution of localized waves and these characteristics are significantly different from previous ones.Finally,the dynamical properties of these solutions are discussed in detail. 展开更多
关键词 n-component nonlinear Schrödinger equation with higher-order effects generalized Darboux transformation localized waves soliton BREATHER rogue wave
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Effective regulation of the interaction process among three optical solitons
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作者 Houhui Yi Xiaofeng Li +2 位作者 Junling Zhang Xin Zhang Guoli Ma 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第10期190-197,共8页
The interaction between three optical solitons is a complex and valuable research direction,which is of practical application for promoting the development of optical communication and all-optical information processi... The interaction between three optical solitons is a complex and valuable research direction,which is of practical application for promoting the development of optical communication and all-optical information processing technology.In this paper,we start from the study of the variable-coefficient coupled higher-order nonlinear Schodinger equation(VCHNLSE),and obtain an analytical three-soliton solution of this equation.Based on the obtained solution,the interaction of the three optical solitons is explored when they are incident from different initial velocities and phases.When the higher-order dispersion and nonlinear functions are sinusoidal,hyperbolic secant,and hyperbolic tangent functions,the transmission properties of three optical solitons before and after interactions are discussed.Besides,this paper achieves effective regulation of amplitude and velocity of optical solitons as well as of the local state of interaction process,and interaction-free transmission of the three optical solitons is obtained with a small spacing.The relevant conclusions of the paper are of great significance in promoting the development of high-speed and large-capacity optical communication,optical signal processing,and optical computing. 展开更多
关键词 optical solitons solitons interactions nonlinear Schr¨odinger equation higher-order dispersion and nonlinear effects
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Effective AC response of a nonlinear spherical coated composite 被引量:1
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作者 郝艳花 陈小刚 +1 位作者 侯睿 王瑞 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第6期471-476,共6页
An effective nonlinear response of a nonlinear composite with spherical coated inclusions randomly embedded in a host medium under the action of an external AC electric field, Ea= E1 sin(wt) + E3 sin(3wt), is inv... An effective nonlinear response of a nonlinear composite with spherical coated inclusions randomly embedded in a host medium under the action of an external AC electric field, Ea= E1 sin(wt) + E3 sin(3wt), is investigated using a perturbation method. The local potentials of the composite at higher harmonics are given both in the region of local inclusion particles and in the local host region under the external AC electric field. All effective nonlinear responses of the composite and the relationship between the effective nonlinear responses at the fundamental frequency and third harmonics are also studied for spherical coated inclusion in a dilute limit. 展开更多
关键词 nonlinear composite effective nonlinear response coated composite AC electric field
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Nonlinear Hall Effect in Antiferromagnetic Half-Heusler Materials 被引量:1
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作者 Cheng Chen Huaiqiang Wang +1 位作者 Zhilong Yang Haijun Zhang 《Chinese Physics Letters》 SCIE CAS CSCD 2021年第5期78-83,共6页
It has recently been demonstrated that various topological states, including Dirac, Weyl, nodal-line, and triplepoint semimetal phases, can emerge in antiferromagnetic(AFM) half-Heusler compounds. However, how to dete... It has recently been demonstrated that various topological states, including Dirac, Weyl, nodal-line, and triplepoint semimetal phases, can emerge in antiferromagnetic(AFM) half-Heusler compounds. However, how to determine the AFM structure and to distinguish different topological phases from transport behaviors remains unknown. We show that, due to the presence of combined time-reversal and fractional translation symmetry, the recently proposed second-order nonlinear Hall effect can be used to characterize different topological phases with various AFM configurations. Guided by the symmetry analysis, we obtain expressions of the Berry curvature dipole for different AFM configurations. Based on the effective model, we explicitly calculate the Berry curvature dipole, which is found to be vanishingly small for the triple-point semimetal phase, and large in the Weyl semimetal phase. Our results not only put forward an effective method for the identification of magnetic orders and topological phases in AFM half-Heusler materials, but also suggest these materials as a versatile platform for engineering the nonlinear Hall effect. 展开更多
关键词 AFM DIRAC HAMILTONIAN nonlinear Hall effect in Antiferromagnetic Half-Heusler Materials
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Nonlinear mixed-effects height to crown base and crown length dynamic models using the branch mortality technique for a Korean larch( Larix olgensis ) plantations in northeast China 被引量:8
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作者 Weiwei Jia Dongsheng Chen 《Journal of Forestry Research》 SCIE CAS CSCD 2019年第6期2095-2109,共15页
Korean larch(Larix olgensis)is one of the main tree species for aff orestation and timber production in northeast China.However,its timber quality and growth ability are largely infl uenced by crown size,structure and... Korean larch(Larix olgensis)is one of the main tree species for aff orestation and timber production in northeast China.However,its timber quality and growth ability are largely infl uenced by crown size,structure and shape.The majority of crown models are static models based on tree size and stand characteristics from temporary sample plots,but crown dynamic models has seldom been constructed.Therefore,this study aimed to develop height to crown base(HCB)and crown length(CL)dynamic models using the branch mortality technique for a Korean larch plantation.The nonlinear mixed-eff ects model with random eff ects,variance functions and correlation structures,was used to build HCB and CL dynamic models.The data were obtained from 95 sample trees of 19 plots in Meng JiaGang forest farm in Northeast China.The results showed that HCB progressively increases as tree age,tree height growth(HT growth)and diameter at breast height growth(DBH growth).The CL was increased with tree age in 20 years ago,and subsequently stabilized.HT growth,DBH growth stand basal area(BAS)and crown competition factor(CCF)signifi cantly infl uenced HCB and CL.The HCB was positively correlated with BAS,HT growth and DBH growth,but negatively correlated with CCF.The CL was positively correlated with BAS and CCF,but negatively correlated with DBH growth.Model fi tting and validation confi rmed that the mixed-eff ects model considering the stand and tree level random eff ects was accurate and reliable for predicting the HCB and CL dynamics.However,the models involving adding variance functions and time series correlation structure could not completely remove heterogeneity and autocorrelation,and the fi tting precision of the models was reduced.Therefore,from the point of view of application,we should take care to avoid setting up over-complex models.The HCB and CL dynamic models in our study may also be incorporated into stand growth and yield model systems in China. 展开更多
关键词 Larix olgensis plantation Height to CROWN BASE CROWN LENGTH Branch MORTALITY technique nonlinear mixed-eff ects models
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Electric field distribution and effective nonlinear AC and DC responses of graded cylindrical composites 被引量:1
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作者 丁霞 贾艳霞 魏恩泊 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第5期569-576,共8页
The perturbation method is used to study the localization of electric field distribution and the effective nonlinear response of graded composites under an external alternating-current(AC) and direct-current(DC) e... The perturbation method is used to study the localization of electric field distribution and the effective nonlinear response of graded composites under an external alternating-current(AC) and direct-current(DC) electric field E app = E 0(1 + sin ωt).The dielectric profile of the cylindrical inclusions is modeled by function ε i(r) = C k r k(r ≤ a),where r is the radius of the cylindrical inclusion,and C k,k,a are parameters.In the dilute limit,the local potentials and the effective nonlinear responses at all harmonics are derived.Meanwhile,the general effective nonlinear responses are also derived and compared with the effective nonlinear responses at harmonics under the AC and DC external field.It is found that the effective nonlinear AC and DC responses at harmonics can be calculated by those of the general effective nonlinear of the graded composites under the external DC electric field.Moreover,the obtained local electrical fields show that the electrical field distribution in the cylindrical inclusions is controllable,and the maximum of the electric field inside the cylinder is at its center. 展开更多
关键词 graded composite effective nonlinear alternating-current and direct-current response local electric field distribution
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INFLUENCE ANALYSIS ON EXPONENTIAL NONLINEAR MODELS WITH RANDOM EFFECTS 被引量:2
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作者 宗序平 赵俊 +1 位作者 王海斌 韦博成 《Acta Mathematica Scientia》 SCIE CSCD 2003年第3期297-308,共12页
This paper presents a unified diagnostic method for exponential nonlinear models with random effects based upon the joint likelihood given by Robinson in 1991. The authors show that the case deletion model is equivale... This paper presents a unified diagnostic method for exponential nonlinear models with random effects based upon the joint likelihood given by Robinson in 1991. The authors show that the case deletion model is equivalent to mean shift outlier model. From this point of view, several diagnostic measures, such as Cook distance, score statistics are derived. The local influence measure of Cook is also presented. Numerical example illustrates that our method is available. 展开更多
关键词 Cook distance exponential nonlinear models fixed effects local influence random effects
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Effective response of nonlinear cylindrical coated composites under external AC and DC electric field
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作者 沈玉艳 陈小刚 +2 位作者 崔巍 郝艳华 李倩倩 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第2期757-762,共6页
This paper uses the perturbation method to study effective response of nonlinear cylindrical coated composites. Under the external AC and DC electric field Ea (1 +sin ωt), the local potentials of composites at all... This paper uses the perturbation method to study effective response of nonlinear cylindrical coated composites. Under the external AC and DC electric field Ea (1 +sin ωt), the local potentials of composites at all harmonic frequencies are induced. An effective nonlinear response to composite is given for the cylindrical coated inclusions in the dilute limit. 展开更多
关键词 nonlinear composites effective nonlinear response the external AC and DC electric field
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Effective response in nonlinear spherical coated composites under external AC and DC electric fields
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作者 包曙红 陈小刚 +2 位作者 李倩倩 郭军明 翟丽丽 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第8期428-434,共7页
By using the perturbation method, effective nonlinear direct current (DC) and alternating current (AC) responses of nonlinear composites with spherical coated inclusions randomly embedded in a host medium are stud... By using the perturbation method, effective nonlinear direct current (DC) and alternating current (AC) responses of nonlinear composites with spherical coated inclusions randomly embedded in a host medium are studied under the action of an external electric field Ea = E0 + E1 sinωt + E3 sin 3ωt with different amplitudes and frequencies. The local potentials of composites at all harmonics are given in the inclusion particles and the host regions. All effective nonlinear responses to composites and the relationship between the effective nonlinear responses at all harmonics are also deduced for the spherical coated inclusions in a dilute limit. 展开更多
关键词 nonlinear spherical coated composites effective nonlinear response the external AC andDC electric field
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TESTING FOR VARYING DISPERSION OF LONGITUDINAL BINOMIAL DATA IN NONLINEAR LOGISTIC MODELS WITH RANDOM EFFECTS 被引量:2
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作者 林金官 韦博成 《Acta Mathematica Scientia》 SCIE CSCD 2004年第4期559-568,共10页
In this paper, it is discussed that two tests for varying dispersion of binomial data in the framework of nonlinear logistic models with random effects, which are widely used in analyzing longitudinal binomial data. O... In this paper, it is discussed that two tests for varying dispersion of binomial data in the framework of nonlinear logistic models with random effects, which are widely used in analyzing longitudinal binomial data. One is the individual test and power calculation for varying dispersion through testing the randomness of cluster effects, which is extensions of Dean(1992) and Commenges et al (1994). The second test is the composite test for varying dispersion through simultaneously testing the randomness of cluster effects and the equality of random-effect means. The score test statistics are constructed and expressed in simple, easy to use, matrix formulas. The authors illustrate their test methods using the insecticide data (Giltinan, Capizzi & Malani (1988)). 展开更多
关键词 Longitudinal binomial data logistic regression nonlinear models power calculation random effects score test varying dispersion
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Effect of Hyper-Resistivity on Nonlinear Tearing Modes
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作者 Wen Yang Ding Li Xue-qiao Xu 《Chinese Physics Letters》 SCIE CAS CSCD 2018年第6期37-40,共4页
We analytically investigate nonlinear tearing modes with the anomalous electron viscosity or,as it is normally called,hyper-resistivity.In contrast to the flux average method used by previous work,we employ the standa... We analytically investigate nonlinear tearing modes with the anomalous electron viscosity or,as it is normally called,hyper-resistivity.In contrast to the flux average method used by previous work,we employ the standard singular perturbation technique and a quasilinear method to obtain the time evolution equation of tearing modes.The result that the magnetic flux grows with time in a scaling as t^(2/3)demonstrates that nonlinear tearing modes with the hyper-resistivity effect alone have a weaker dependence on time than that of the corresponding resistive case. 展开更多
关键词 effect of Hyper-Resistivity on nonlinear Tearing Modes
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Quantifying the thermal damping effect in underground vertical shafts using the nonlinear autoregressive with external input(NARX) algorithm 被引量:9
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作者 Pedram Roghanchi Karoly C.Kocsis 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第2期255-262,共8页
As air descends the intake shaft, its infrastructure, lining and the strata will emit heat during the night when the intake air is cool and, on the contrary, will absorb heat during the day when the temperature of the... As air descends the intake shaft, its infrastructure, lining and the strata will emit heat during the night when the intake air is cool and, on the contrary, will absorb heat during the day when the temperature of the air becomes greater than that of the strata. This cyclic phenomenon, also known as the "thermal damping effect" will continue throughout the year reducing the effect of surface air temperature variation. The objective of this paper is to quantify the thermal damping effect in vertical underground airways. A nonlinear autoregressive time series with external input(NARX) algorithm was used as a novel method to predict the dry-bulb temperature(Td) at the bottom of intake shafts as a function of surface air temperature. Analyses demonstrated that the artificial neural network(ANN) model could accurately predict the temperature at the bottom of a shaft. Furthermore, an attempt was made to quantify typical "damping coefficient" for both production and ventilation shafts through simple linear regression models. Comparisons between the collected climatic data and the regression-based predictions show that a simple linear regression model provides an acceptable accuracy when predicting the Tdat the bottom of intake shafts. 展开更多
关键词 UNDERGROUND mining Vertical openings THERMAL damping effect Artificial neural network nonlinear AUTOREGRESSIVE with EXTERNAL input(NARX)
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Bistability in a Hybrid Optomechanical System under the Effect of a Nonlinear Medium
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作者 A. Asghari Nejad H. R. Askari H. R. Baghshahi 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第8期71-75,共5页
We investigate a hybrid optomechanical system consisting of two coupled cavities, one of them is composed of two-end fixed mirrors (called the traditional cavity), and the other has a one-end oscillating mirror (na... We investigate a hybrid optomechanical system consisting of two coupled cavities, one of them is composed of two-end fixed mirrors (called the traditional cavity), and the other has a one-end oscillating mirror (named as the optomechanical cavity). A Kerr medium is inside the traditional cavity to enhance the nonlinearity due to the fact that it can cause observing of bistable behavior in intracavity intensity for the optomechanical cavity. The Hamiltonian of the system is written in a rotating frame and its dynamics is described by quantum Langevin equations of motion. Our proposed system exhibits unconventional plots for the mean photon number of the optomechanical cavity which are not observed in previous works. The present results show a deep effect of the Kerr medium on optical bistability of intracavity intensity for the optomechanical cavity. Also, coupling strength of the cavities can effectively change the stability of the system. 展开更多
关键词 Bistability in a Hybrid Optomechanical System under the effect of a nonlinear Medium
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Nonlinear spectral cleaning effect in cross-polarized wave generation
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作者 Linpeng Yu Yi Xu +5 位作者 Fenxiang Wu Xiaojun Yang Zongxin Zhang Yuanfeng Wu Yuxin Leng Zhizhan Xu 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第5期281-286,共6页
The underlying mechanism of the spectral cleaning effect of the cross-polarized wave(XPW) generation process was theoretically investigated. This study shows that the spectral noise of an input spectrum can be remov... The underlying mechanism of the spectral cleaning effect of the cross-polarized wave(XPW) generation process was theoretically investigated. This study shows that the spectral noise of an input spectrum can be removed in the XPW generation process and that the spectral cleaning effect depends on the characteristics of the input pulses, such as the chirp and Fourier-transform-limited duration of the initial pulse, and the modulation amplitude and frequency of the spectral noise. Though these factors codetermine the output spectrum of the XPW generation process, the spectral cleaning effect is mainly affected by the initial pulse chirp. The smoothing of the spectrum in the XPW generation process leads to a significant enhancement of the coherent contrast. 展开更多
关键词 nonlinear optics cross-polarized wave generation spectral cleaning effect
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工程中非线性效应浅谈
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作者 陈予恕 张华彪 +1 位作者 曹树谦 郭虎伦 《动力学与控制学报》 2025年第1期1-7,共7页
第25届中国科协年会提出了10个前沿科学问题,其中第四个重大问题难题是“非线性效应会随尺度变化吗?”.本文重点叙述工程领域的非线性效应(现象),以及工程领域中建模中的一些非线性因素,包括结构或者材料变形的非线性、非光滑系统、转... 第25届中国科协年会提出了10个前沿科学问题,其中第四个重大问题难题是“非线性效应会随尺度变化吗?”.本文重点叙述工程领域的非线性效应(现象),以及工程领域中建模中的一些非线性因素,包括结构或者材料变形的非线性、非光滑系统、转轴裂纹、滑动轴承和滚动轴承非线性力、结构的滞回非线性、电路非线性、流致振动等,为探索该问题提供某些参考. 展开更多
关键词 非线性效应 非线性现象 非线性因素 综述
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(2+1)-dimensional dissipation nonlinear Schrdinger equatio for envelope Rossby solitary waves and chirp effect
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作者 李近元 方念乔 +3 位作者 张吉 薛玉龙 王雪木 袁晓博 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第4期13-21,共9页
In the past few decades, the (1 + 1)-dimensional nonlinear Schr6dinger (NLS) equation had been derived for envelope Rossby solitary waves in a line by employing the perturbation expansion method. But, with the de... In the past few decades, the (1 + 1)-dimensional nonlinear Schr6dinger (NLS) equation had been derived for envelope Rossby solitary waves in a line by employing the perturbation expansion method. But, with the development of theory, we note that the (1+1)-dimensional model cannot reflect the evolution of envelope Rossby solitary waves in a plane. In this paper, by constructing a new (2+1)-dimensional multiscale transform, we derive the (2+1)-dimensional dissipation nonlinear Schrodinger equation (DNLS) to describe envelope Rossby solitary waves under the influence of dissipation which propagate in a plane. Especially, the previous researches about envelope Rossby solitary waves were established in the zonal area and could not be applied directly to the spherical earth, while we adopt the plane polar coordinate and overcome the problem. By theoretical analyses, the conservation laws of (2+ 1)-dimensional envelope Rossby solitary waves as well as their variation under the influence of dissipation are studied. Finally, the one-soliton and two-soliton solutions of the (2+ 1)-dimensional NLS equation are obtained with the Hirota method. Based on these solutions, by virtue of the chirp concept from fiber soliton communication, the chirp effect of envelope Rossby solitary waves is discussed, and the related impact factors of the chirp effect are given. 展开更多
关键词 (2+1)-dimensional dissipation nonlinear Schrodinger equation envelope Rossby solitary waves chirp effect two-soliton solutions
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基于非线性混合效应模型的东北红松树高-胸径关系
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作者 李欣宇 叶尔江·拜克吐尔汉 +3 位作者 王娟 张新娜 张春雨 赵秀海 《北京林业大学学报》 北大核心 2025年第3期38-48,共11页
【目的】构建红松非线性混合效应树高-胸径模型,并对比分析不同抽样方法和不同抽样数量对模型预测精度的影响,为研究红松的生长发育规律提供理论依据。【方法】基于吉林省蛟河地区与黑龙江省凉水地区两块样地合计4 441组红松数据,将数... 【目的】构建红松非线性混合效应树高-胸径模型,并对比分析不同抽样方法和不同抽样数量对模型预测精度的影响,为研究红松的生长发育规律提供理论依据。【方法】基于吉林省蛟河地区与黑龙江省凉水地区两块样地合计4 441组红松数据,将数据随机分为建模数据(80%)和检验数据(20%)。对常见的15个树高-胸径模型进行拟合,筛选效果最佳的模型作为基础模型,并将胸高断面积、优势木平均高和林分平均胸径加入基础模型,构建最优广义模型。同时,引入样方水平的随机效应,分别构建基础混合效应模型和广义混合效应模型,并评价两个固定效应模型与两个混合效应模型的拟合能力和预测精度。使用检验数据验证模型预测精度,采用固定效应模型的平均水平预测(FPA)、混合模型的总体平均响应预测(MPA)和主体响应预测(MPS)3种预测类型进行比较。此外,对混合模型在随机抽取、抽胸径最大、抽胸径最小和抽取平均木(胸径接近平均值的样本)4种抽样方案下的预测精度和样本数量关系进行分析。【结果】(1)Prodan模型为最优基础模型(R2、RMSE、MAE分别为0.841、3.335 m、2.492 m),加入林分平均胸径、优势木平均高和胸高断面积的广义模型预测精度更高(R2、RMSE、MAE分别为0.914、2.449 m、1.816 m)。引入样方随机效应后,模型的精度显著提升(基础混合效应模型R2、RMSE、MAE分别为0.961、1.652 m、1.231 m,广义混合效应模型R2、RMSE、MAE分别为0.958、1.719 m、1.288 m)。(2)通过检验数据验证模型精度,结果表明模型预测精度均表现为MPA>FPA>MPS,广义模型预测精度总体优于基础模型。(3)4种抽样方案中,抽取平均木的抽样方法表现最佳,当抽取8株时,预测能力最优;在实际应用中,考虑人工成本与经济成本,抽取5株平均木测量树高以估计随机参数的方法亦合理可行。【结论】将林分因子和样方效应引入基础模型能够显著提高红松树高-胸径模型的精度,采用抽取平均木的抽样方法预测精度更高。本研究探讨了非线性混合效应模型下红松树高与胸径的关系,为精准预测东北主要建群种红松树高值以及后续实地调查与经营管理提供理论基础与实践参考。 展开更多
关键词 红松 树高-胸径模型 广义模型 非线性混合效应模型 抽样设计
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柔性管道BSR区域曲率预报模型及优化准则研究
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作者 陈鲲鹏 张萌萌 +2 位作者 赵冰 李亚美 付世晓 《船舶力学》 北大核心 2025年第2期266-276,共11页
聚氨酯材料(Polyurethane)制造的弯曲刚度加强件(Bend Stiffener, BSR)一般用于非粘结管道与端部的连接处,预报该区域的曲率分布是必要的。本文首先提出一种同时计及BSR材料应力-应变非线性与非粘结管道弯曲迟滞特性的曲率预报模型;然... 聚氨酯材料(Polyurethane)制造的弯曲刚度加强件(Bend Stiffener, BSR)一般用于非粘结管道与端部的连接处,预报该区域的曲率分布是必要的。本文首先提出一种同时计及BSR材料应力-应变非线性与非粘结管道弯曲迟滞特性的曲率预报模型;然后使用非线性回归方法,辨识用于描述BSR材料的应力松弛行为的Prony参数,并将其代入曲率预报模型,使该模型可以考虑BSR材料应力松弛的影响效果;最终,本文提出针对BSR的优化准则,并对规则形状的BSR进行参数分析。 展开更多
关键词 非粘结管道BSR区域 曲率预报 非线性效应 应力松弛 优化准则
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