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damage detection » image detection (Expand Search), disease detection (Expand Search), average detection (Expand Search)
damage detection » image detection (Expand Search), disease detection (Expand Search), average detection (Expand Search)
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Time-domain and frequency-domain waveform diagrams of AE signals collected from the damaged area.
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Evaluation of performance of different models in fatigue crack type identification.
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Comparison of AE signal time-frequency waveform under different conditions.
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Time-domain and frequency-domain waveform diagrams of AE signals collected from undamaged areas.
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Proposed hybrid GA- ML algorithms.
Published 2025“…Five ML algorithms-LR, RF, SVM, AB, and DT- were tested using two paradigms: (1) default classifiers and (2) hybrid GA-ML models- GA-RF, GA-LR, GA-SVM, GA-DT, and GA-AB. …”
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Proposed GA-ML algorithms pseudocode.
Published 2025“…Five ML algorithms-LR, RF, SVM, AB, and DT- were tested using two paradigms: (1) default classifiers and (2) hybrid GA-ML models- GA-RF, GA-LR, GA-SVM, GA-DT, and GA-AB. …”
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Ghost detect module.
Published 2025“…<div><p>Road crack detection is critical to global infrastructure maintenance and public safety, and complex background environments and nonlinear damage crack patterns challenge the need for real-time, efficient, and accurate detection.This paper proposes a lightweight yet robust Flexi-YOLO model based on the YOLOv8 algorithm. …”
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<b>Fault Identification Technology of Wind Turbine Blade Damage Sound Source Localization and Multimodal Data Fusion Based on Voiceprint Monitoring</b>
Published 2025“…<p dir="ltr">nt. Finally, damage sound source localization and fault classification are achieved using the Time Difference of Arrival (TDOA) algorithm and Convolutional Neural Network (CNN). …”
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