Based on the above structural zoning results, in order to adapt to greater shear deformation, the core wall material in zone A can increase the asphalt content in the mix ratio. Because the shear deformation resistance of asphalt mixture is…
Category: Engineering
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Separation of organic molecules from water by design of membrane using mass transfer model analysis and computational machine learning
Decision tree (DT)
DT Regression serves as an ML model employed for forecasting continuous numerical values. The algorithm builds a hierarchical model that divides the dataset into segments guided by the values of specific features. This process…
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Research on evaluation method for airflow control effect of long-pressure and short-suction dust removal system in heading faces
Coal mining remains a vital global industry, providing significant support to the world’s energy supply. However, the high concentration of dust in coal mines poses a serious threat to miners’ health. The fully mechanized heading face is one…
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A weight clustering algorithm based on sliding window model for stream data
To validate the effectiveness of the algorithm, experiments were conducted on different types of datasets, demonstrating that the algorithm is not only capable of effectively partitioning static datasets but also correctly clustering streaming…
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A novel ultra-low temperature cascade refrigeration with dual auxiliary loop to enhance thermal performance
In the present work, different configurations of cascade refrigeration cycles viz; Conventional Cascade Refrigeration Cycle (CCRS), Cascade Refrigeration Cycle with Mechanical Precooling (CRMP), Cascaded Refrigeration cycle with Single Auxiliary…
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Development and verification of a new OpenSees element model for a two-stage friction pendulum bearing
Chen, X. & Xiong, J. Seismic resilient design with base isolation device using friction pendulum bearing and viscous damper. Soil Dyn. Earthq. Eng. 153, 107073 (2022).
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Xu, H., He,…
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Multi-objective optimization of dual-stator permanent magnet motor based on composite algorithm
Permanent magnet synchronous motor (PMSM) is a kind of energy-efficient motor with the advantages of simple structure, good heat radiation ability, high power density, high efficiency, and good low-speed servo performance. Therefore, it is widely…
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Data-driven assessment of corrosion in reinforced concrete structures embedded in clay dominated soils
Formulation of neural network model and data
In order to map the relationship related to the rate of corrosion, an input-output scheme was used. From review of literature, it was concluded that the rate of corrosion depends upon: (i) Salinity…
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A new approach to foam flooding modelling with novel parameter Estimation techniques
Youssif, M. I., Piri, M. & Goual, L. Review on Foam-Assisted gas injection in fractured carbonates for enhanced oil recovery. Energy Fuels. 38, 15887–15912 (2024).
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Experimental investigation of flat fan nozzle V-cut depths and its impact on spray characteristics
Flat fan nozzles are an essential component in agricultural irrigation systems and various fluid applications. These nozzles are designed to provide a consistent and controlled spray pattern, making them suitable for a variety of applications….
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