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   Articles with "defect identification" as a keyword



A variable-level automated defect identification model based on machine learning

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recommendations! Published in 2020 at "Soft Computing"

DOI: 10.1007/s00500-019-03942-3

Abstract: Static analysis tools, automatically detecting potential source code defects at an early phase during the software development process, are diffusely applied in safety-critical software fields. However, alarms reported by the tools need to be inspected… read more here.

Keywords: model; machine learning; variable level; defect identification ... See more keywords

Real-time defect identification of narrow overlap welds and application based on convolutional neural networks

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recommendations! Published in 2021 at "Journal of Manufacturing Systems"

DOI: 10.1016/j.jmsy.2021.01.012

Abstract: Abstract To improve the quality of narrow overlap welds and reduce cost during the high-strength production, it is essential to detect weld defects promptly by identification of the type of defects to provide solution accordingly.… read more here.

Keywords: time; defect identification; identification; narrow overlap ... See more keywords

Defect identification of fan blade based on adaptive parameter region growth algorithm

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recommendations! Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-024-85031-6

Abstract: China’s wind power generation is rich in resources and mature technology, but has the problems of harsh power generation environment, high operation and maintenance costs due to complex operating conditions, and serious consequences of failures.… read more here.

Keywords: blade; region growth; adaptive parameter; defect identification ... See more keywords

Intelligent Identification Method of Insulator Defects Based on CenterMask

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3179975

Abstract: Insulator defect is one of the most important factors for the grid power transmission accidents. However, up till now, traditional insulator defect identification methods cannot meet the requirements of high-speed transmission and high pixel ratio… read more here.

Keywords: based centermask; insulator defect; defect identification; identification ... See more keywords
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Automated Skin Defect Identification System for Orange Fruit Grading Based on Genetic Algorithm

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recommendations! Published in 2017 at "Current Science"

DOI: 10.18520/cs/v112/i08/1704-1711

Abstract: Using machine vision technology to grade oranges can ensure that only good-quality fruits are exported. One of the most prominent issues in the post-harvest processing of oranges is the efficient determination of skin defects with… read more here.

Keywords: system; fruit; skin defect; genetic algorithm ... See more keywords

Peanut Defect Identification Based on Multispectral Image and Deep Learning

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recommendations! Published in 2023 at "Agronomy"

DOI: 10.3390/agronomy13041158

Abstract: To achieve the non-destructive detection of peanut defects, a multi-target identification method based on the multispectral system and improved Faster RCNN is proposed in this paper. In terms of the system, the root-mean-square contrast method… read more here.

Keywords: defect identification; peanut; texture; based multispectral ... See more keywords

Defect Identification for Mild Steel in Arc Welding Using Multi-Sensor and Neighborhood Rough Set Approach

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recommendations! Published in 2024 at "Applied Sciences"

DOI: 10.3390/app14124978

Abstract: Welding technology plays a vital role in the manufacturing process of ships, automobiles, and aerospace vehicles because it directly impacts their operational safety and reliability. Hence, the development of an accurate system for identifying welding… read more here.

Keywords: neighborhood rough; multi; arc welding; defect identification ... See more keywords

Cable Outer Sheath Defect Identification Using Multi-Scale Leakage Current Features and Graph Neural Networks

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recommendations! Published in 2025 at "Energies"

DOI: 10.3390/en18215687

Abstract: The outer sheath of power cables is prone to mechanical damage and environmental stress during long-term operation, and early defects are often difficult to detect accurately using conventional methods. To address this challenge, this paper… read more here.

Keywords: leakage current; sheath defect; defect identification; outer sheath ... See more keywords

Defect identification of bare printed circuit boards based on Bayesian fusion of multi-scale features

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recommendations! Published in 2024 at "PeerJ Computer Science"

DOI: 10.7717/peerj-cs.1900

Abstract: The aim of this article is to propose a defect identification method for bare printed circuit boards (PCB) based on multi-feature fusion. This article establishes a description method for various features of grayscale, texture, and… read more here.

Keywords: fusion; pcb; defect identification; multi scale ... See more keywords