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RISConvolutional Neural Networks–Based Model for Automated Sewer Defects Detection and Classification
Publisher: ASCE
Abstract: Automated detection and classification of sewer defects can complement the conventional labor-intensive sewer inspection process by providing an essential tool to classify sewer defects in a more efficient, accurate, and ...
Comparative Effectiveness of Data Augmentation Using Traditional Approaches versus StyleGANs in Automated Sewer Defect Detection
Publisher: ASCE
Abstract: This study compared how traditional data augmentation and the state-of-the-art style-based generative adversarial network (StyleGAN) benefit automated sewer defect detection using a You Only Look Once (YOLO) object detection ...
Performance of Recycled Plastic-Based Concrete
Publisher: American Society of Civil Engineers
Abstract: This paper reports an experimental study on recycled plastic concrete (RPC) that uses recycled acrylonitrile-butadiene-styrene/polycarbonate copolymer (ABS/PC) plastic particles to replace 5, 10, 15, and 20% (in volume) ...
Kinematic-Geometric Lubrication Theory and Its Application to Arc-Toothed Cylindrical Worm Drive
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The kinematic-geometric lubrication theory, which combines the results from the elastohydrodynamic lubrication theory and the meshing theory for gearing, is put forward for a line-conjugate gear drive to investigate its ...
Asphalt Quality Evaluation and Intelligent Classification via ATR-FTIR Functional Group Analysis
Publisher: American Society of Civil Engineers
Abstract: AbstractConventional asphalt testing methods inadequately and slowly represent the inherent
chemical composition variations among materials. This study utilizes attenuated total
reflectance Fourier transform infrared ...
Numerical Analysis on Shear Behavior of Grouped Head Stud Shear Connectors between Steel Girders and Precast Concrete Slabs with High-Strength Concrete-Filled Shear Pockets
Publisher: ASCE
Abstract: This study numerically investigated the shear behavior of novel composite shear connectors, which consisted of grouped head studs embedded in high-strength concrete-filled (HSC-filled) shear pockets. The shear pockets were ...