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Unveiling Driver Behavior Through CNN-LSTM-BILSTM Analysis of Operational Time Series Data
This paper presents a novel driving style recognition method with high accuracy, speed, and generalizable. The proposed approach addresses the...
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Vibration Reduction of Limited Series Nonlinear Energy Sink
In engineering, vibration is ubiquitous. In order to avoid damage caused by vibration to some devices, passive vibration absorbers are usually used...
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Identification of ship motion performance of coupled heave and pitch using experimental irregular time-series data
We propose to estimate parameters of the system model based on the equation of motion using the time histories of the wave elevation and the ship’s...
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Modeling of flame transfer function of a diverging premixed flame with develo** flame speed under velocity disturbances
A theoretical study was conducted to examine the flame transfer function (FTF) of a diverging premixed flame subject to uniform and/or convective...
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Experimental analysis and optimization of structural parameters of cylindrical smoke detectors with covers based on the response surface method
The time for smoke gas to reach a smoke detector would depend on its structural characteristics. However, previous studies have neglected to explore...
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Prediction of Peak Ground Velocity (PGV) and Cumulative Absolute Velocity (CAV) of Earthquakes Using Machine Learning Techniques
This study presents the prediction of cumulative absolute velocity (CAV) and peak ground velocity (PGV) using machine learning (ML) algorithms, which...
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Beneficial performance of a quasi-zero-stiffness vibration isolator with displacement-velocity feedback control
A displacement-velocity feedback control method is proposed to enhance the isolation performance of a quasi-zero-stiffness vibration isolator...
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Selection and Scaling Approaches of Earthquake Time-Series for Structural Engineering Applications: A State-of-the-Art Review
Selection and scaling of ground motion records have been recognised as one of the major sources of bias and uncertainty in the seismic assessment of...
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Shaking table test on seismic response of an accumulation landslide reinforced by pile-plate retaining wall based on the time-frequency analysis method
The time-frequency analysis method based on Hilbert-Huang transform is proposed and used to the seismic response analysis of accumulation landslide...
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Effects of Driver Response Time Under Take-Over Control Based on CAR-ToC Model in Human–Machine Mixed Traffic Flow
The take-over control (ToC) of human–machine interaction is a hotspot. From automatic driving to manual driving, some factors affecting driver...
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Non-stationary Response of a Bridge Due to Moving Vehicle with Random Arrival Rate
Moving vehicle excites the bridge with dynamic force which is realised as a stationary process when the vehicle velocity is constant. However, this...
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Prediction of Terminal Velocity in Reentry Phase for Hypersonic Aircraft Based on GRU Neural Network
Given the constraints of no-fly zones on predicting the terminal velocity of hypersonic boost-glide vehicles, this paper proposes a method for...
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Multi-dimensional and long-term time series monitoring and early warning of landslide hazard with improved cross-platform SAR offset tracking method
Multi-dimensional, long-term time series displacement monitoring is crucial for generating early warnings for active landslides and for mitigating...
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Identification of linear time-varying dynamic systems based on the WKB method
This work proposes a new parameter identification method based on the Wentzel-Kramers-Brillouin (WKB) approximation for slow linear time-varying...
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Measurement of Fluid Velocity
Fluid flow—liquid or gas—occurs in most processes. In applications where the details are important, the Fluid velocityfluid velocity needs to be...
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Alternate algorithm for characterization of strong velocity pulse in ground motions
The identification of pulse-like ground motion is essential in seismic hazard analysis and structural design. The approaches for pulse...
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Flow velocity prediction in a vegetated channel using soft computing techniques
Flow vegetation interaction is a complex process affected by physical parameters, such as flow depth, vegetation height, stem characteristics,...
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Determination of the Preliminary Velocity Model Using Receiver Function Analysis Method with DEUNET Seismological Observation Network Data
The Western Anatolia and Aegean Region, renowned for its history of potent earthquakes, necessitates a specialized seismic velocity model for precise...
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Effects of non-stationary wind velocity models on buffeting performance of closed-box girder suspension bridges
Non-stationary characteristic in nature wind has a great effect on buffeting performance of long-span bridges. The influence of key parameters in...
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Producibility of Time domain Test Specification of Resonant Plate Shock Test
The shock response spectrum (SRS) is commonly used to characterize pyroshock environments created by mechanical impacts and explosives. One...