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Auto-parametric resonance of a continuous-beam-bridge model under two-point periodic excitation:an experimental investigation and stability analysis
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作者 Li Yuchun Shen Chao +1 位作者 Liu Wei Li Dong 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2024年第2期445-454,共10页
The auto-parametric resonance of a continuous-beam bridge model subjected to a two-point periodic excitation is experimentally and numerically investigated in this study.An auto-parametric resonance experiment of the ... The auto-parametric resonance of a continuous-beam bridge model subjected to a two-point periodic excitation is experimentally and numerically investigated in this study.An auto-parametric resonance experiment of the test model is conducted to observe and measure the auto-parametric resonance of a continuous beam under a two-point excitation on columns.The parametric vibration equation is established for the test model using the finite-element method.The auto-parametric resonance stability of the structure is analyzed by using Newmark's method and the energy-growth exponent method.The effects of the phase difference of the two-point excitation on the stability boundaries of auto-parametric resonance are studied for the test model.Compared with the experiment,the numerical instability predictions of auto-parametric resonance are consistent with the test phenomena,and the numerical stability boundaries of auto-parametric resonance agree with the experimental ones.For a continuous beam bridge,when the ratio of multipoint excitation frequency(applied to the columns)to natural frequency of the continuous girder is approximately equal to 2,the continuous beam may undergo a strong auto-parametric resonance.Combined with the present experiment and analysis,a hypothesis of Volgograd Bridge's serpentine vibration is discussed. 展开更多
关键词 auto-parametric resonance continuous beam bridge model two-point excitation experimental investigation stability analysis vibration of Volgograd Bridge
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Effects of Continuous Precision Nursing Model on Knowledge, Attitudes, and Practices (KAP) Behavior and Cardiac Function in Patients after Percutaneous Coronary Angiography and Stent Implantation
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作者 Cuiying Han 《Journal of Clinical and Nursing Research》 2024年第3期1-6,共6页
Objective:To explore the impact of a continuous precision nursing model on patients’Knowledge,Attitudes,and Practices(KAP)and cardiac function during the nursing process of patients undergoing percutaneous coronary a... Objective:To explore the impact of a continuous precision nursing model on patients’Knowledge,Attitudes,and Practices(KAP)and cardiac function during the nursing process of patients undergoing percutaneous coronary angiography and stent implantation.Methods:Ninety patients who underwent percutaneous coronary angiography and stent implantation in our hospital from April 2022 to April 2023 were selected and randomly divided into the control group(45 cases),in which routine nursing support was carried out during the treatment process,and the observation group(45 cases),in which continuous precision nursing model was carried out during the treatment process.Comparisons were made between the two groups of patients on their KAP,cardiac function,and quality of life during recovery.Results:There was no difference in the left ventricular ejection fraction(LVEF),cardiac output(CO),and cardiac index(CI)levels before intervention.After the intervention,the levels of cardiac function in the observation group were higher than those of the control group(P<0.05).There was no difference in the Exercise of Self-Care Agency(ESCA)self-care ability scale scores before the intervention.After the intervention,the observation group had higher ESCA scores than the control group(P<0.05).Conclusion:Implementation of a continuous precision nursing model in the care of patients undergoing percutaneous coronary angiography and stent implantation improved the patient’s cardiac function,and KAP,and promoted recovery. 展开更多
关键词 continuous precision nursing model Percutaneous coronary angiography Stent implantation Knowledge attitudes and practices(KAP) Cardiac function
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Optimal state and branch sequence based parameter estimation of continuous hidden Markov model
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作者 俞璐 吴乐南 谢钧 《Journal of Southeast University(English Edition)》 EI CAS 2005年第2期136-140,共5页
A parameter estimation algorithm of the continuous hidden Markov model isintroduced and the rigorous proof of its convergence is also included. The algorithm uses theViterbi algorithm instead of K-means clustering use... A parameter estimation algorithm of the continuous hidden Markov model isintroduced and the rigorous proof of its convergence is also included. The algorithm uses theViterbi algorithm instead of K-means clustering used in the segmental K-means algorithm to determineoptimal state and branch sequences. Based on the optimal sequence, parameters are estimated withmaximum-likelihood as objective functions. Comparisons with the traditional Baum-Welch and segmentalK-means algorithms on various aspects, such as optimal objectives and fundamentals, are made. Allthree algorithms are applied to face recognition. Results indicate that the proposed algorithm canreduce training time with comparable recognition rate and it is least sensitive to the training set.So its average performance exceeds the other two. 展开更多
关键词 continuous hidden Markov model optimal state and branch sequence MAXIMUMLIKELIHOOD CONVERGENCE viterbi algorithm
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Effect of Continuous Nursing Model on Nursing Effect of Continuous Peritoneal Dialysis 被引量:1
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作者 Yaqin Zhou 《Journal of Clinical and Nursing Research》 2021年第6期125-129,共5页
Objective:To analyze and study the effect of continuous nursing mode for continuous peritoneal dialysis nursing.Methods:40 patients with continuous peritoneal dialysis received in our hospital were randomly selected a... Objective:To analyze and study the effect of continuous nursing mode for continuous peritoneal dialysis nursing.Methods:40 patients with continuous peritoneal dialysis received in our hospital were randomly selected as the research object.The research time was from June 2018 to June 2020.The patients were divided into two groups by random number table method.The patients with routine nursing mode were named as the control group and the patients with continuous nursing mode were named as the observation group(20 cases in each group).The clinical nursing effects of different nursing modes are compared.Results:After nursing,the nursing compliance of the observation group was 95%,which was higher than 70% of the control group.There was significant difference between the two groups(P<0.05).Comparing the blood routine related indexes of the two groups,the blood potassium,hemoglobin,serum creatinine and carbon dioxide binding force of the observation group were better than those of the control group(P<0.05).The incidence of peritonitis and rehospitalization rate in half a year in the observation group were lower than those in the control group(P<0.05).Conclusion:The continuous nursing model for patients undergoing continuous peritoneal dialysis can improve the treatment effect of patients,significantly improve the compliance of patients,significantly improve the serological indexes,promote the health of patients,reduce the incidence of peritonitis,and significantly reduce the rehospitalization rate in half a year.It has a broad prospect of clinical promotion. 展开更多
关键词 continuous nursing model continuous peritoneal dialysis Clinical effect
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MODELING, VALIDATION AND OPTIMAL DESIGN OF THE CLAMPING FORCE CONTROL VALVE USED IN CONTINUOUSLY VARIABLE TRANSMISSION 被引量:4
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作者 ZHOU Yunshan LIU Jin'gang +1 位作者 CAIYuanchun ZOU Naiwei 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2008年第4期51-55,共5页
Associated dynamic performance of the clamping force control valve used in continuously variable transmission (CVT) is optimized. Firstly, the structure and working principle of the valve are analyzed, and then a dy... Associated dynamic performance of the clamping force control valve used in continuously variable transmission (CVT) is optimized. Firstly, the structure and working principle of the valve are analyzed, and then a dynamic model is set up by means of mechanism analysis. For the purpose of checking the validity of the modeling method, a prototype workpiece of the valve is manufactured for comparison test, and its simulation result follows the experimental result quite well. An associated performance index is founded considering the response time, overshoot and saving energy, and five structural parameters are selected to adjust for deriving the optimal associated performance index. The optimization problem is solved by the genetic algorithm (GA) with necessary constraints. Finally, the properties of the optimized valve are compared with those of the prototype workpiece, and the results prove that the dynamic performance indexes of the optimized valve are much better than those of the prototype workpiece. 展开更多
关键词 Dynamic modeling Optimal design Genetic algorithm Clamping force control valve continuously variable transmission (CVT)
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A continuous time delay-difference type model(CTDDM) applied to stock assessment of the southern Atlantic albacore Thunnus alalunga
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作者 廖宝超 刘群 +4 位作者 张魁 Abdul BASET Aamir Mahmood MEMON Khadim Hussain MEMON 韩亚楠 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2016年第5期977-984,共8页
A continuous time delay-difference model(CTDDM) has been established that considers continuous time delays of biological processes.The southern Atlantic albacore(Thunnus alalunga) stock is the one of the commercially ... A continuous time delay-difference model(CTDDM) has been established that considers continuous time delays of biological processes.The southern Atlantic albacore(Thunnus alalunga) stock is the one of the commercially important tuna population in the marine world.The age structured production model(ASPM) and the surplus production model(SPM) have already been used to assess the albacore stock.However,the ASPM requires detailed biological information and the SPM lacks the biological realism.In this study,we focus on applying a CTDDM to the southern Atlantic albacore(T.alalunga) species,which provides an alternative method to assess this fishery.It is the first time that CTDDM has been provided for assessing the Atlantic albacore(T.alalunga) fishery.CTDDM obtained the 80%confidence interval of MSY(maximum sustainable yield) of(21 510 t,23 118 t).The catch in 2011(24 100 t) is higher than the MSY values and the relative fishing mortality ratio(F_(2011)/F_(MSY)) is higher than 1.0.The results of CTDDM were analyzed to verify the proposed methodology and provide reference information for the sustainable management of the southern Atlantic albacore stock.The CTDDM treats the recruitment,the growth,and the mortality rates as all varying continuously over time and fills gaps between ASPM and SPM in this stock assessment. 展开更多
关键词 continuous time delay-difference model(CTDDM) Southern Atlantic Thunnus alalunga maximum sustainable yield(MSY) biological reference points(BRPs)
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Water Model Study of Level Flunction in Continuous Casting Mold
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作者 Jiying Li Chuanji Han +2 位作者 Kaike Cai Subo Yang Xuemo Yan(Metallnrgy School, University of Science and Technology Beijing, Beijing 100083, China)(Iron and Steel Research Institute of Panzhihua) 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 1998年第3期155-155,共1页
Using 0.6-scale warer modelling based on Fr-We number similitude criteria, the influences of the submerged entry nozzle configuration and operating practices on the level fluctuation in the mold which caused surface d... Using 0.6-scale warer modelling based on Fr-We number similitude criteria, the influences of the submerged entry nozzle configuration and operating practices on the level fluctuation in the mold which caused surface defects and mold power catching, were studied. It was found that the level flunction was resulted from gas injection, impacting of the stream and standing wave. The level turblence raises with the incresing of the gas injection, however the casting rate, immersion depth and jet angel of SEN have a dual influenc on the level fluctuation. 展开更多
关键词 continuous casting water model level fluctuation
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Research on modeling method of continuous spectrum water quality online detection based on random forest
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作者 LI Wen HAO Sijia +1 位作者 ZHOU Hao LIU Ying 《Optoelectronics Letters》 EI 2023年第2期95-100,共6页
It's common to use the method of continuous spectroscopy in water quality testing. But there're some problems with it. For example, the scanning results have a large number of nonlinear signals, and the covari... It's common to use the method of continuous spectroscopy in water quality testing. But there're some problems with it. For example, the scanning results have a large number of nonlinear signals, and the covariance between variables is serious, which can lead to a decrease in the model prediction accuracy. In this paper, the standard solutions of nitrate nitrogen(NO_(3)-N) and nitrite nitrogen(NO_(2)-N) were used as the subject to be tested, and the data of the scanned waves and absorbance were obtained by use of spectral detector. The data were processed by noise reduction first and then the random forest(RF) algorithm was adopted to establish the regression relationship between concentration and absorbance. For comparison, partial least squares(PLS) and support vector machine(SVM) algorithm models were also established. For the same given data, the three reverse models can make the projection of the concentration respectively. The experimental results show that the RF algorithm predicts NO_(2)-N concentrations significantly better than the SVM algorithm and PLS algorithm. This proves that the RF algorithm has good prediction ability in spectral water quality detection because of its high model accuracy and better adaptability, which could be a reference for similar research on continuous spectral water quality online detection. 展开更多
关键词 modeling method of continuous spectrum water quality online detection random forest
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Parameterized continuous models of fuzzy reasoning
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作者 Minqiang GU 《Frontiers of Electrical and Electronic Engineering in China》 CSCD 2010年第2期147-153,共7页
In this paper,the ideas of universal logic is introduced into fuzzy systems.After giving the definitions of the softened fuzzy reasoning models based on Schweizer-Sklar t-norms and Schweizer-Sklar implications,i.e.,α... In this paper,the ideas of universal logic is introduced into fuzzy systems.After giving the definitions of the softened fuzzy reasoning models based on Schweizer-Sklar t-norms and Schweizer-Sklar implications,i.e.,α-models andβ-models,we give the sufficient and necessary conditions for these models to be continuous,and discuss the continuity of some commonly used models.We also prove that when anα-model or aβ-model is used as a fuzzy controller,it has universal property with respect to function approximation.The results we obtained show thatα-models andβ-models are more flexible than the existing models in applications. 展开更多
关键词 Schweizer-Sklar t-norms Schweizer-Sklar implications continuous fuzzy reasoning models
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Continuous Variable Quantum Teleportation in Beam-Wandering Modeled Atmosphere Channel
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作者 Sheng-Li Zhang Chen-Hui Jin +3 位作者 Jian-Hong Shi Jian-Sheng Guo Xu-Bo Zou Guang-Can Guo 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第4期5-8,共4页
We investigate the continuous variable quomtum teleportation in atmosphere channels. The beam-wandering mode/is employed to analyze the teleportation of the unknown single-mode coherent state. Two methods, one is dete... We investigate the continuous variable quomtum teleportation in atmosphere channels. The beam-wandering mode/is employed to analyze the teleportation of the unknown single-mode coherent state. Two methods, one is deterministic by increasing the aperture size of the detecting device and one is probabilistic by entanglement distillation, are proposed to improve the teleportation fidelity in the presence of atmosphere noises. 展开更多
关键词 continuous Variable Quantum Teleportation in Beam-Wandering modeled Atmosphere Channel
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Application of Continuous Nursing Model in Puerperium Health Care
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作者 YI Huafang 《外文科技期刊数据库(文摘版)医药卫生》 2021年第2期336-340,共5页
Objective: to explore the application effect of continuous nursing model in puerperal health care. Methods: 80 cases of puerperal primiparas admitted to our hospital from February 2018 to February 2019 were selected a... Objective: to explore the application effect of continuous nursing model in puerperal health care. Methods: 80 cases of puerperal primiparas admitted to our hospital from February 2018 to February 2019 were selected as the research object, and the primiparas were divided into experimental group and reference group according to the different nursing working modes, with 40 cases in each group. The reference group implemented the conventional basic care model, while the experimental group implemented the continuous care model in the puerperium care. The complications of primiparas and the difference in Edinburgh postpartum depression score between the two groups were compared. Results: the incidence of complications of primipara in the experimental group was significantly lower than that in the reference group, and the postpartum depression score in Edinburgh was significantly lower than that in the reference group. There was a significant difference in nursing indicators between the two groups, with statistical significance (P<0.05). Conclusion: primiparas have very high utilization value in puerperium health care, which can significantly improve various functions of parturients, reduce the incidence of postpartum complications, improve psychological status, strengthen the prognosis effect, and can be popularized and applied in clinical practice. 展开更多
关键词 continuing nursing model puerperium health care APPLICATION
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Nonlinear Modeling and Analysis of a Novel Robot Fish with Compliant Fluidic Actuator as a Tail 被引量:1
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作者 Behzad Janizadeh Haji Mahdi Bamdad 《Journal of Bionic Engineering》 SCIE EI CSCD 2022年第3期629-642,共14页
Compliant mobile robotics is a developing bioinspired concept of propulsion for locomotion.This paper studies the modeling and analysis of a compliant tail-propelled fish-like robot.This biomimetic design uses a fluid... Compliant mobile robotics is a developing bioinspired concept of propulsion for locomotion.This paper studies the modeling and analysis of a compliant tail-propelled fish-like robot.This biomimetic design uses a fluid-filled network of channels embedded into the soft body to actuate the compliant tail and generate thrust.This study analyzes the nonlinear dynamics of Fish Tail Fluidic Actuator(FTFA).The fluidic expansion under pressure creates a bending moment in the tail.It is demonstrated that the tail response follows the theoretical formulation extracted from the accurate modeling.In this modeling,tail is assumed as a continuous Euler–Bernoulli beam considering large deflection and nonlinear strain.Then,the implementation of Hamilton's principle and the method of calculation lead to the motion equations.The assumed mode method is used to achieve the mathematical model in the multi-mode system that is more similar to the soft continuous system.We investigate the tendencies of the tail amplitude,swimming speed,and Strouhal number when the input driving frequency changes.The simulation results disclose that high swimming efficiency can be obtained at the multi-order resonances;meanwhile,the compliant fish robot is pushed at the corresponding frequency illustrating nonlinear behavior. 展开更多
关键词 Compliant robotic fish Nonlinear continuous model Fluidic actuator Assume mode method Resonant effect
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Modeling the dendritic evolution and micro-segregation of cast alloy with cellular automaton 被引量:1
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作者 QiangLi DianzhongLi BainianQian 《Journal of University of Science and Technology Beijing》 CSCD 2004年第6期511-516,共6页
In order to precisely describe the dendritic morphology and micro-segregationduring solidification process, a novel continuous model concerning the different physicalproperties in the solid phase, liquid phase and int... In order to precisely describe the dendritic morphology and micro-segregationduring solidification process, a novel continuous model concerning the different physicalproperties in the solid phase, liquid phase and interface is developed. Coupling the heat and solutediffusion with the transition rales, the dendrite evolution is simulated by cellular automatonmethod. Then, the solidification microstructure evolution of a small ingot is simulated by usingthis method. The simulated results indicate that this model can simulate the dendrite growth, showthe second dendrite arm and tertiary dendrite arm, and reveal the micro-segregation in theinter-dendritic zones. Furthermore, the columnar-to-equiaxed transition (CET) is predicted. 展开更多
关键词 continuous model cellular automaton dendrite evolution MICRO-SEGREGATION columnar-to-equiaxed transition (CET)
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A time fractional model to represent rainfall process 被引量:1
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作者 Jacques GOLDER Maminirina JOELSON +1 位作者 Marie-Christine NEEL Liliana DI PIETRO 《Water Science and Engineering》 EI CAS CSCD 2014年第1期32-40,共9页
This paper deals with a stochastic representation of the rainfall process. The analysis of a rainfall time series shows that cumulative representation of a rainfall time series can be modeled as a non-Gaussian random ... This paper deals with a stochastic representation of the rainfall process. The analysis of a rainfall time series shows that cumulative representation of a rainfall time series can be modeled as a non-Gaussian random walk with a log-normal jump distribution and a time-waiting distribution following a tempered a-stable probability law. Based on the random walk model, a fractional Fokker-Planck equation (FFPE) with tempered a-stable waiting times was obtained. Through the comparison of observed data and simulated results from the random walk model and FFPE model with tempered a-stable waiting times, it can be concluded that the behavior of the rainfall process is globally reproduced, and the FFPE model with tempered a-stable waiting times is more efficient in reproducing the observed behavior. 展开更多
关键词 rainfall process heavy-tailed probability distribution tempered a-stable probability law log-normal law Hurst exponent continuous time random walk model fractional Fokker-Planck equation
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Control Model of Bloom Dynamic Soft Reduction 被引量:2
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作者 CHEN Yong JI Cheng +1 位作者 ZHU Miao-yong WU Guo-rong 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2010年第9期31-35,共5页
There are significant effects of process parameters on internal qualities of bloom, and these process parameters are as follows. position and reduction amount, reduction distribution, reduction rate, and so on. Develo... There are significant effects of process parameters on internal qualities of bloom, and these process parameters are as follows. position and reduction amount, reduction distribution, reduction rate, and so on. Developing a control model is the key to apply soft reduction technology successfully. As the research object, 360 mm ×450 mm bloom caster in PISCO (Panzhihua Iron and Steel Co. ) has been studied, and the research method for control model of dynamic soft reduction has been proposed. On the basis of solidification and heat transfer model, the position of soft reduction and reduction distribution of each frame are determined according to the bloom temperature distribution and solid fraction in bloom center calculated. Production practice shows that the ratio of center porosity which is less than or equal to 1.0, increased to 97.27%, ratio of central segregation which is less than or equal to 0.5, increased to 80.91%, and ratio of central carbon segregation index which is more than or equal to 1.10, decreased to 4% with the applying model of dynamic soft reduction. 展开更多
关键词 bloom continuous casting dynamic soft reduction control model center porosity central segregation
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Lithospheric Structure in the North China Craton Constrained from Gravity Field Model(EGM 2008) 被引量:1
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作者 李媛媛 杨宇山 Timothy M Kusky 《Journal of Earth Science》 SCIE CAS CSCD 2011年第2期260-272,共13页
A detailed knowledge of the thickness of the lithosphere in the North China craton(NCC) is important for understanding the significant tectonic reactivation of the craton in Mesozoic and Ce-nozoic.We achieve this go... A detailed knowledge of the thickness of the lithosphere in the North China craton(NCC) is important for understanding the significant tectonic reactivation of the craton in Mesozoic and Ce-nozoic.We achieve this goal by applying the newly proposed continuous wavelet transform theory to the Gravity Field Model(EGM 2008) data in the region.Distinct structural variations are identified in the scalogram image of profile Alxa-Datong(大同)-Qingdao(青岛)-Yellow Sea(profile ABC),trans-versing the main units of NCC,which we interpret as mainly representing the Moho and lithosphere-asthenosphere boundary(LAB) undulations.The imaged LAB is as shallow as 60-70 km in the south-east basin and coastal areas and deepens to no more than 140 km in the northwest mountain ranges and continental interior.A rapid change of about 30 km in the LAB depth was detected at around the boundary between the Bohai(渤海) Bay basin(BBB) and the Taihang(太行) Mountains(TM),roughly coincident with the distinct gravity decrease of more than 100 mGal that marks the North-South Grav-ity Lineament(NSGL) in the region.At last we present the gravity modeling work based on the spectral analysis results,incorporating with the observations on high-resolution seismic images and surface to-pography.The observed structural differences between the eastern and western NCC are likely associ-ated with different lithospheric tectonics across the NSGL.Combined with seismic tomography results and geochemical and petrological data,this sug-gests that complex modification of the litho-sphere probably accompanied significant litho-spheric thinning during the tectonic reactivation of the old craton. 展开更多
关键词 EGM 2008 geopotential model continuous wavelet transform Bouguer gravityanomaly constrained gravity field modeling North China craton (NCC).
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Graphical representations and worm algorithms for the O(N) spin model
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作者 Longxiang Liu Lei Zhang +1 位作者 Xiaojun Tan Youjin Deng 《Communications in Theoretical Physics》 SCIE CAS CSCD 2023年第11期152-161,共10页
We present a family of graphical representations for the O(N)spin model,where N≥1 represents the spin dimension,and N=1,2,3 corresponds to the Ising,XY and Heisenberg models,respectively.With an integer parameter 0≤... We present a family of graphical representations for the O(N)spin model,where N≥1 represents the spin dimension,and N=1,2,3 corresponds to the Ising,XY and Heisenberg models,respectively.With an integer parameter 0≤ℓ≤N/2,each configuration is the coupling of ℓ copies of subgraphs consisting of directed flows and N−2ℓ copies of subgraphs constructed by undirected loops,which we call the XY and Ising subgraphs,respectively.On each lattice site,the XY subgraphs satisfy the Kirchhoff flow-conservation law and the Ising subgraphs obey the Eulerian bond condition.Then,we formulate worm-type algorithms and simulate the O(N)model on the simple-cubic lattice for N from 2 to 6 at all possibleℓ.It is observed that the worm algorithm has much higher efficiency than the Metropolis method,and,for a given N,the efficiency is an increasing function ofℓ.Besides Monte Carlo simulations,we expect that these graphical representations would provide a convenient basis for the study of the O(N)spin model by other state-of-the-art methods like the tensor network renormalization. 展开更多
关键词 Markov-chain Monte Carlo algorithms continuous spin models graphical representations
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Demand Model for Investment-oriented Life Insurance under uncertain lifetime
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作者 Lixin Wang Lianggang Wu 《International Journal of Technology Management》 2013年第10期76-79,共4页
In this paper, we set up continuous time model with Poisson Process to analyze demand of investment-oriented life insurance. Individual life time is assumed random, and he is received fixed income, investment-oriented... In this paper, we set up continuous time model with Poisson Process to analyze demand of investment-oriented life insurance. Individual life time is assumed random, and he is received fixed income, investment-oriented life insurance is an important financial asset under this model. Dynamic programming is applied to analyze this problem. The optimal explicit solutions are obtained in the case of CRRA utilities, and draw its demand curve with numerical simulation. 展开更多
关键词 continuous time model Poisson Process investment-oriented life insurance
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A Study on an Extensive Hierarchical Model for Demand Forecasting of Automobile Components
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作者 Cisse Sory Ibrahima Jianwu Xue Thierno Gueye 《Journal of Management Science & Engineering Research》 2021年第2期40-48,共9页
Demand forecasting and big data analytics in supply chain management are gaining interest.This is attributed to the wide range of big data analytics in supply chain management,in addition to demand forecasting,and beh... Demand forecasting and big data analytics in supply chain management are gaining interest.This is attributed to the wide range of big data analytics in supply chain management,in addition to demand forecasting,and behavioral analysis.In this article,we studied the application of big data analytics forecasting in supply chain demand forecasting in the automotive parts industry to propose classifications of these applications,identify gaps,and provide ideas for future research.Algorithms will then be classified and then applied in supply chain management such as neural networks,k-nearest neighbors,time series forecasting,clustering,regression analysis,support vector regression and support vector machines.An extensive hierarchical model for short-term auto parts demand assess-ment was employed to avoid the shortcomings of the earlier models and to close the gap that regarded mainly a single time series.The concept of extensive relevance assessment was proposed,and subsequently methods to reflect the relevance of automotive demand factors were discussed.Using a wide range of skills,the factors and co-factors are expressed in the form of a correlation characteristic matrix to ensure the degree of influence of each factor on the demand for automotive components.Then,it is compared with the existing data and predicted the short-term historical data.The result proved the predictive error is less than 6%,which supports the validity of the prediction method.This research offers the basis for the macroeconomic regulation of the government and the production of auto parts manufacturers. 展开更多
关键词 Demand forecasting Supply chain management Automobile components ALGORITHM continuous time model Demand forecasting Supply chain management Automobile components Algorithm continuous time model
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Tomographic determination of 3-D crustal structure──Joint inversion of explosion and earthquake data
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作者 张先康 杨卓欣 +3 位作者 杨玉春 杨健 宋建立 赵平 《Acta Seismologica Sinica(English Edition)》 CSCD 1995年第4期519-529,共11页
In this paper, the theory and method, obtaining the tomographic determination of three-dimensional velocity structure of the crust by use of the joint inversion of explosion and earthquake data, are given. The velocit... In this paper, the theory and method, obtaining the tomographic determination of three-dimensional velocity structure of the crust by use of the joint inversion of explosion and earthquake data, are given. The velocity distribution of the crust is regarded as a continuous function of the spatial coordinates without parametrization of the velocity model ahead, so that the inversion solution would not be influenced by different parametrization procedures.The expressions of integration kernels, which relates the two kinds of data sets, are also given. The authors have processed the observed data in Tangshan earthquake region by the method proposed in this paper, and obtained the tomographic results of the middle and upper crust structures in this region. The comparison of these results with the result obtained only by the explosion data, has also been made. 展开更多
关键词 explosion observation continuous model tomography crustal structure joint inversion
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