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A multimodal deep learning model with differential evolution-based optimized features for classification of power quality disturbances
Published 2025-04-01“…Differential evolution is used as an optimization tool to select the most relevant features and reduce the computational time. The selective important features are given to a multimodal deep learning model built using multiple layers of convolution neural network, long short-term memory and deep neural network to extract and infuse the deep spatial and temporal features of the signals before being fed to the SoftMax neural network for classification task. …”
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604
Features of iron metabolism in patients with HIV infection and pulmonary dissemination in tuberculosis and pneumonia: An exploratory case-control study
Published 2022-06-01“…The goal of our study was to determine the features of iron metabolism in patients with HIV infection and pulmonary dissemination in tuberculosis and pneumonia. …”
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Features of the morphofunctional state of parotid salivary glands in six-month-old rats with experimentally induced fetal macrosomia
Published 2019-06-01“…The paper aims at studying the features of the morphofunctional state of parotid gland tissue in six-month-old rats born with induced macrosomia in its different variations. …”
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609
Syndrome of hepatogenic photosensitization in cattle fed with bagasse: etio-pathogenetic relationships and features of the course – a case report
Published 2024-12-01“…The article elucidates the etiological and pathogenetic relationships during the development of the syndrome of hepatogenic photosensitization under ruminal load and characterizes the features of its course in dairy cows. …”
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610
Improving the maintenance program for passenger elevators based on simulation of their operating modes
Published 2021-09-01“…This study objective is the scientific rationale of the concept and methodology for developing the program of maintenance of specific elevator installations on the basis of studies of the level and mode of loading of load-bearing units. Materials and Methods. …”
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611
Influence of the control law on oscillatory processes in electromechanical drive
Published 2025-03-01“…These are electric vehicles used as personal transport, electric buses as public passenger transport, electric cargo vehicles used for various needs. The main feature of this transport is related to providing the required power reserve for 1 charge. …”
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O2O-PLB: A One-to-One-Based Optimizer With Priority and Load Balancing Mechanism for Resource Allocation in Fog-Cloud Environments
Published 2025-01-01“…O2O-PLB adopts a priority-based approach, assigning tasks according to urgency, system limitations, and available resources, while its load balancing feature ensures an even distribution of tasks to prevent congestion and inefficiency. …”
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615
A Lightweight Detection Method for Meretrix Based on an Improved YOLOv8 Algorithm
Published 2025-06-01“…The proposed enhancements include the following: replacing the original backbone network of YOLOv8 with a Reversible Columnar Network (RevColNet) to reduce feature redundancy and computational load; upgrading the C2f modules in both the backbone and neck networks to C2f-Faster to optimize feature fusion strategies and improve fusion efficiency; and incorporating a Dynamic Head (DyHead) to enhance feature extraction and detection accuracy by adaptively adjusting the detection head structure. …”
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616
THE ACCELERATION OF FOUR COLUMN BENCH FOR VEHICLE LABORATORY ROAD SIMULATION TEST IN THE TARGET SPECTRUM METHOD RESEARCH
Published 2016-01-01“…The effectiveness of accelerated spectrum was theoretically verified from amplitude domain,pseudo damage and frequency domain.The results showed that,on the basis of retaining damage,together with ensuring the damage of load features and domain features,this method had achieved the acceleration. …”
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617
Design and Analysis of a Novel Prefabricated Foundation for Substation Buildings
Published 2024-12-01“…This paper presents and evaluates a novel prefabricated foundation design aimed at enhancing construction efficiency and load-bearing performance. The foundation features a modular design, with each module weighing only half that of a cast-in-place foundation of the same size, significantly improving construction convenience and transportation efficiency. …”
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Performance Evaluation of Three-Ply Multi-Oriented Laminate Composite Fabricated via Vacuum Assisted Resin Transfer Molding Method under Tensile Loading
Published 2024-09-01“…Results showed that specimens with all laminates oriented at 0° to the loading direction exhibited the highest strength of 253 MPa, while specimens with laminates oriented at 45° showed the lowest strength 69 MPa and highest elongation, i.e., strain of 0.22 mm/mm.…”
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Short-Term Load Forecasting Based on Pelican Optimization Algorithm and Dropout Long Short-Term Memories–Fully Convolutional Neural Network Optimization
Published 2024-12-01“…This method firstly uses DLSTMs to extract the time-series features of the load data, which can effectively capture the dynamic changes in the time series; subsequently, it combines the convolution operation of FCNs to obtain high-resolution information between the load data and the features, which enhances the expressive ability of the model. …”
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Stability improvement of microgrids under dynamic load conditions: A new adaptive virtual synchronous generator based virtual inertia control approach
Published 2025-03-01“…The virtual synchronous generator (VSG) exhibits prominent features such as communication-less control in microgrids due to its virtual inertia support. …”
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