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Separation of Cyclostationary Signals and Interference in Transmission Lines of Printed Circuit Boards Based on Independent Component Analysis
Published 2024-11-01“…To develop an approach to blind identification of a wireline communication signal measured by a digital oscilloscope in microstrip transmission lines.Materials and methods. The study was carried out using a communication signal model composed of a superposition of the information signal, intersymbol interference, and crosstalk interference from an adjacent transmission line, with the symbols of these signal sources being assumed statistically independent. …”
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83
Analytical Solutions for Thermo-Mechanical Coupling Bending of Cross-Laminated Timber Panels
Published 2024-12-01“…By restructuring the governing equations into eigenvalue equations, the general solutions for stresses and displacements in the CLT panel are derived, with coefficients determined through the transfer matrix method. A comparative analysis shows that the proposed solution aligns well with finite element results while offering superior computational efficiency. …”
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84
Frequency-Domain Multi-Dynamic Analysis Using Response-Based Approach for FOWT
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Key technology of fine description of complex fault block reservoir and its application
Published 2023-04-01Get full text
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87
Ignition mechanism of methane by 5G electromagnetic waves and power safety thresholds in underground coal mines
Published 2025-03-01“…When evaluating the safety threshold based on the transmitter, the impact of antenna gain can be neglected. A method based on correlation coefficients and antenna diversity was developed to effectively quantify the impact of multi-source superposition on safety evaluations, indicating that under certain conditions, the effect of multi-source superposition can be ignored, thereby improving the utilization efficiency of RF power. …”
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88
Formation laws and mechanism of freezing temperature fields of multiple coil tubes under groundwater seepage conditions
Published 2025-07-01“…In order to study the formation law of artificial frozen temperature field and the formation mechanism of frozen wall in deep alluvial layer under the action of groundwater seepage, the paper analyzes the spatiotemporal evolution law of frozen temperature field under different layers and soil properties based on the construction background of central wind shaft freezing method in Linhuan Mine. The data is used to verify the rationality of the groundwater thermal coupling numerical calculation model based on the actual location of frozen hole in the field and the buried depth of 228 m sand layer. …”
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89
Modeling for Partially Spatially Coherent Vortex Beams
Published 2017-01-01“…We propose a method for modeling a wide class of partially spatially coherent vortex beams. …”
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90
Numerical simulations and experimental analysis of high-speed turnout rails wear models
Published 2025-07-01“…In addition, different wear models, update steps, wear superposition, and filtering methods are investigated in the turnout area. …”
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91
Modeling of Transport and Logistics Systems and the Study of the Structural Stability
Published 2020-04-01“…In modern literature, the concept of structural stability is defined as applied to each individual problem, as a result of which there are difficulties in applying the developed methods to new problems. The paper describes assessing the stability of the functioning of transport and logistics systems. …”
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92
Modeling of Tribological Processes for Abrasive Wear of Soil-Cutting Part
Published 2023-06-01“…(Conclusions) It has been established that the obtained model of the tribolithic process for abrasive wear of soil-cutting part ensures the superposition of simulated loading results with the values of real soil force equivalents, thus providing a 0.5-1 year reduction in the terms of creating new parts and maintaining the normative indices of technological process reliability and quality.…”
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RESEARCH ON FATIGUE CRACK GROWTH MODEL BASED ON HRR FIELD
Published 2024-10-01“…Aiming at the safety and economic requirements in practical engineering,a type I fatigue crack propagation rate prediction model was proposed based on the Hutchinson-Rice-Rosengren(HRR)stress-strain field.The stress-strain distribution state of the crack tip region was described by the HRR stress-strain field,and a crack tip damage area was defined under the premise of considering the cyclic load and strain energy density theory.At the same time,in order to eliminate the problem of stress singularity value of the crack tip,a passivation radius calculation method considering the passivation effect of crack tip was established.Combining RICE′s plastic superposition method with plastic strain energy failure criterion,a type I fatigue crack propagation rate model was developed.The crack propagation rates of nine metallic materials were calculated using the proposed LIUX(HRR)prediction model,and the calculation results of the two crack propagation prediction models of Pandey(HRR)and CHEN-CAI Rice-Kujawski-Ellyin(RKE)were compared.At the same time,based on the different requirements of R2 fitting effect and fatigue crack propagation in the three stages,the scoring results of three prediction models were given,and corresponding scores were given from three aspects,safety,accuracy and economy.The final results show that the LIUX(HRR)prediction model in this paper has a wider scope of application,better fitting effect,and can better meet the needs of economy and safety in practical engineering.…”
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Prediction of Landslide Displacement Based on EMD-TAR Combined Model
Published 2022-01-01“…This study aims to more accurately predict the displacement changes of landslides with nonlinear volatility development.The empirical mode decomposition is first employed to process the time series of monitoring surface displacement of a landslide,and then the irregularly changing displacement series is converted into modal components with regular changes,which generates displacement components at different frequencies.Each component is predicted separately so that the mutual influence of errors can be avoided.The comprehensive prediction of the changing trend of displacement series is based on the prediction of the changing trends of all components.The improved threshold autoregressive model able to well describe non-stationary harmonics is used to predict the landslide displacement components.Finally,the modal superposition yields the final predicted displacement.In this way,a combined prediction model based on empirical mode decomposition and threshold autoregressive model is established,and its prediction accuracy is verified with Baishuihe landslide data.Compared with a BP neural network model and a long short-term memory network model,the proposed model has a high prediction accuracy,which provides a new method for the prediction of landslide displacement.…”
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DYNAMIC ANALYSIS OF FPB ISOLATED BRIDGES BASED ON SIMPLIFIED MECHANICAL MODEL
Published 2015-01-01“…Simplified mechanical model of FPB isolated bridges was established,the response amplitude was calculated used mode superposition method.The accuracy of results was verified by finite element simulation based on SAP2000.It was considered that the response amplitude agreed well with that of finite element simulation.Under the action of El Centro seismic wave,the results can meet engineering precision requirements basically.The response of girder and pier were mainly influenced by the isolated mode and second mode.…”
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Landslide Displacement Prediction Model Based on Time Series and CNN-GRU
Published 2024-01-01“…Landslide displacement prediction is an important basis for early landslide warning.This paper proposes a prediction model of landslide moving states based on time series and convolutional gated recurrent unit (CNN-GRU) to deal with the shortcomings of previous prediction models.Firstly,after employing wavelet analysis to determine the displacement of the trend term,the exponential smoothing method is adopted to decompose the cumulative displacement to obtain two displacement types of the trend term and the periodic term,and the trend term is fitted by a five-order polynomial.Then,the autocorrelation function is utilized to test the periodic displacement characteristics,and the gray correlation method is applied to determine the correlation degree between each factor and the periodic term.Meanwhile,the periodic term and the influencing factor are input into the CNN-GRU model for prediction,and finally the predicted cumulative displacement value is obtained by superposition.By taking the Baishui River landslide in the Three Gorges Reservoir area as an example,this paper selects the data from January 2004 to December 2012 for study,and the average absolute error percentage of the final prediction results is only 0.525%,with RMSE of 9.614 and R<sup>2</sup> of 0.993.Experimental results show that CNN-GRU has higher prediction accuracy.…”
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THE FEATURES OF LASER EMISSION ENERGY DISTRIBUTION AT MATHEMATIC MODELING OF WORKING PROCESS
Published 2013-02-01“…For more accurate describing of multimode laser emission energy distribution intensity the experimental and theoretic model, which based on experimental laser emission distribution shift presentation with given accuracy rating in superposition basic function form, is proposed. …”
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Mathematical Models Used for Brachytherapy Treatment Planning Dose Calculation Algorithms
Published 2023-08-01“…This work is done to evaluate the correctness of five algorithms that are presently employed for treatment planning, including pencil beam convolution (PBC), superposition (SP), anisotropic analytical algorithm (AAA), Monte Carlo (MC), Clarkson Method, Fast Fourier Transform, Convolution method. …”
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Calculation of Constrained Stress in Expansive Mortar with a Composite Creep Model
Published 2016-01-01“…The creep of mortar and concrete mixed with the expansive additive was evaluated using a composite model of the paste and aggregate. Under the assumption that the modeled creep deformation is proportional to the stress and the gel volume of the hydration products, which allows the law of superposition to be applied, the distribution stress was predicted by applying the step-by-step method at each time increment. …”
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Predictive Modeling of Surface Subsidence Considering Different Environmental Risk Zones
Published 2024-01-01“…Adopt four different noise reduction algorithms for data noise reduction on the raw data of the monitoring points at the intervals of different risk zones, and combine the time series prediction as well as the deep learning prediction method to get the prediction model for environmental risk zoning based on the environmental risk zoning. …”
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