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Machine learning of automatic hierarchical multi-label classification method for identifying metal failure mechanisms
Published 2025-06-01“…Abstract In this study, a hierarchical multi-label classification method called HFFNet-2d is proposed for the automatic classification of scanning electron microscope (SEM) images of metal failure. …”
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644
Research on Screening Method of Loess Slope Stability Evaluation Indexes Based on Validity and Reliability Coefficient
Published 2025-05-01“…The results showed that the 10 core indicators, including Cohesion, Internal Friction Angle, Maximum Monthly Rainfall, Rock Mass Structure, and Anthropogenic Engineering Activities, had a significant influence on loess slope stability, and the screening process effectively reduced the subjective bias and information redundancy. The method provides a data-driven theoretical framework for eolian slope risk assessment, which can improve the accuracy of landslide warning and the reliability of engineering protection design, and the engineering applicability of the model can be further optimized by combining the dynamic environmental parameters and multi-source monitoring data.…”
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645
A new bioslurry-induced restoration method via biomineralization for fragmented ceramic cultural relics
Published 2024-06-01“…This study presents a new restoration method for fragmented ceramic cultural relics using bioslurry-induced biocementation via a microbially induced calcium carbonate precipitation (MICP) process. …”
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646
A Camera Calibration Method for Temperature Measurements of Incandescent Objects Based on Quantum Efficiency Estimation
Published 2025-05-01“…However, temperature estimation from color remains challenging due to spectral overlaps among the color filters in the Bayer pattern, and a widely accepted calibration method is still missing. In this paper, the quantum efficiency of an imaging system including the camera sensor, lens, and filters is inferred from a sequence of images acquired by looking at a black body source between 700 °C and 1100 °C. …”
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647
On a Method for Calculating Bending and Shear Vibrations of a Porous Piezoelement in the Low-Frequency Region
Published 2024-06-01“…The design of PEG is associated with the preliminary construction of their mathematical and computer models, with the help of which the calculation and optimization of structures is carried out. One of the ways to model and calculate PEG is to develop approximate calculation methods based on applied theories. …”
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648
Optimized hybrid osprey with PSO control for improved VSC-HVDC-wind power integration
Published 2024-12-01“…The study underscores the importance of advanced optimization methods to guarantee offshore wind energy systems' efficient and dependable functioning.…”
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649
Development of a new method for preparing white flour dough using apple and pumpkin powder
Published 2019-03-01“…The aim of the research was development of a method for preparing dough from wheat white flour using corn oil and 5% apple and pumpkin powders from marc of the production of direct pressing juice, which are sources of water-soluble antioxidants. …”
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650
Detection of Methane Emissive “Hot Spots” in Landfills: An Advanced Statistical Method for Processing UAV Data
Published 2025-05-01“…Future work should refine UAV flight patterns and data processing with semi-controlled experiments—using known methane sources—to determine optimal acquisition parameters, such as flight height, sampling frequency, grid resolution, and wind influence.…”
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651
Method Validation and Determination of Ametryn Pesticide in Water Samples by QuEChERS-GC-MS
Published 2025-03-01“…This study advances pesticide detection methods, addressing key factors like selectivity, linearity, and matrix effects, while providing insights into degradation byproduct detection and pesticide contamination in water sources.…”
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652
Root Cause Analysis of Oil Losses in Press Machines Using Fault Tree Analysis Method
Published 2025-06-01“…One option that the business could use is the fault tree analysis (FTA) method, which offers a methodical way to pinpoint the root causes of production inefficiencies to solve this problem. …”
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653
A Distributed Low-Degree-of-Freedom Aerial Target Localization Method Based on Hybrid Measurements
Published 2025-05-01“…Finally, using inter-node measurements, a pseudo-linear system of equations is constructed to complete the three-node aerial target localization. The method uses satellites as radiation sources to transmit signals, with unmanned aerial vehicles (UAVs) acting as receiving station nodes to capture the signals. …”
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Multi-Stage and Multi-Objective Optimization of Solar Air-Source Heat Pump Systems for High-Rise Residential Buildings in Hot-Summer and Cold-Winter Regions
Published 2024-12-01“…Moreover, the TOPSIS method is used to evaluate and sort the Pareto optimal solution sets to obtain the optimal decision solution. …”
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656
Modern principles of the radiation protection from sources of ionizing radiation in medicine. Part 2: radiation risks and development of the system of radiation protection
Published 2019-06-01“…According to the Decree of the President of the Russian Federation №585, 13.10.2018, the main approaches to the provision of the radiation safety of the public of the Russian Federation from the use of the sources of ionizing radiation in medicine are the harmonization of the national legislative documents with the international recommendations and the development of the new and improvement of the existing methods of the assessment of the individual patient doses and corresponding radiation risks. …”
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Apparent and standardized ileal digestibility of calcium in wheat and soybean meal for growing quail chicks using direct method
Published 2025-03-01“…Understanding digestibility metrics is crucial for optimizing dietary formulations to ensure adequate Ca intake, particularly when plant-derived sources of Ca are used.…”
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658
Predicting Three-Dimensional (3D) Printing Product Quality with Machine Learning-Based Regression Methods
Published 2025-02-01“…Machine learning-based regression models were employed to optimize product quality. The open-source "3D Printer Material Requirement" dataset obtained from the Kaggle platform was utilized to predict product quality. …”
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Optimal Solar‐Biomass‐Diesel‐Generator Hybrid Energy for Water Pumping System Considering Demand Response
Published 2025-01-01“…Hence, the optimal sizing of a hybrid mix of RES and non‐RES energy sources to power water pumping is essential. …”
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660
Optimizing weak grid integrated wind energy systems using ANFIS-SRF controlled DSTATCOM
Published 2025-04-01Get full text
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