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Open access Sep 2026

Improved YOLOv11n-Based PPE and Tool Object Detection for Power-Construction Safety Monitoring

Aiming at the challenges of detecting personal protective equipment (PPE) and tools in power-construction scenes, including missed small objects, confusion between similar objects, inaccurate localization of pose-related objects, reduced robustness in complex backgrounds, and edge-device deployment constraints, this pa...

Yi-Mang Li, Gu-Yue Hu, Jin Liu et al. · 0 citations
Open access Oct 2026

Research on an Insulator Defect Detection Algorithm Based on an Improved YOLOv11n Approach

Insulator defect detection in transmission lines suffers from complex background interference and insufficient small-target recognition accuracy. To address these challenges, this paper proposes an SP-YOLO insulator defect detection algorithm based on an improved YOLOv11n model. The algorithm improves upon YOLOv11n as...

Yi-Mang Li, Hao-Yu Wang, Jin Liu et al. · 0 citations
Open access Aug 2026

How Spatial Constraints Govern Aerodynamic Performance of Archimedes Spiral Wind Turbines: A CFD-Based Comparative Analysis

Archimedes Spiral Wind Turbines (ASWTs) are suitable for small-scale urban wind applications, but changing the blade angle can also change the rotor dimensions under different geometric constraints. This study examines these coupled effects by comparing five ASWT configurations with blade angles of 30°, 45°, and 60° un...

Ziyun Zhou, Chen Feng, Jin Liu et al. · 0 citations

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