Theories, applications, and expectations for magnetic anomaly detection technology: A review
Magnetic anomaly detection (MAD) is one of the most effective methods for engineering and
environmental geophysical exploration, and plays an important role in scientific research …
environmental geophysical exploration, and plays an important role in scientific research …
A Systematic Literature Review on Artificial Intelligence and Explainable Artificial Intelligence for Visual Quality Assurance in Manufacturing
R Hoffmann, C Reich - Electronics, 2023 - mdpi.com
Quality assurance (QA) plays a crucial role in manufacturing to ensure that products meet
their specifications. However, manual QA processes are costly and time-consuming, thereby …
their specifications. However, manual QA processes are costly and time-consuming, thereby …
Unsupervised fabric defects detection based on spatial domain saliency and features clustering
Fabric defects detection plays a critical role in the quality control of textile manufacturing
industry. It is still a challenge to realize accurate fabric defects detection due to variations of …
industry. It is still a challenge to realize accurate fabric defects detection due to variations of …
Anomaly detection module for network traffic monitoring in public institutions
It seems to be a truism to say that we should pay more and more attention to network traffic
safety. Such a goal may be achieved with many different approaches. In this paper, we put …
safety. Such a goal may be achieved with many different approaches. In this paper, we put …
Unsupervised industrial image ensemble anomaly detection based on object pseudo-anomaly generation and normal image feature combination enhancement
H Shen, B Wei, Y Ma, X Gu - Computers & Industrial Engineering, 2023 - Elsevier
With the development of industrial video technology, the use of cameras rather than a variety
of expensive sensors to obtain process or product data has gained more attention. One of …
of expensive sensors to obtain process or product data has gained more attention. One of …
Unequal area facility layout problem considering transporters interaction–a queuing theory and machine learning approach
This study presents a novel analytical framework that merges queueing theory with deep
neural networks to optimize facility layout and transporter selection in manufacturing …
neural networks to optimize facility layout and transporter selection in manufacturing …
Unsupervised quantitative judgment of furnace combustion state with CBAM-SCAE-based flame feature extraction
Y Lv, X Qi, X Zheng, F Fang, J Liu - Journal of the Energy Institute, 2024 - Elsevier
The furnace combustion state of coal-fired power plants is difficult to accurately monitor
during low-load and dynamic operation conditions, thus hindering the secure and economic …
during low-load and dynamic operation conditions, thus hindering the secure and economic …
Generative adversarial synthetic neighbors-based unsupervised anomaly detection
L Chen, H Jiang, L Wang, J Li, M Yu, Y Shen, X Du - Scientific Reports, 2025 - nature.com
Anomaly detection is crucial for the stable operation of mechanical systems, securing
financial transactions, and ensuring network security, among other critical areas. Presently …
financial transactions, and ensuring network security, among other critical areas. Presently …
LightFlow: Lightweight unsupervised defect detection based on 2D Flow
C Peng, L Zhao, S Wang, Z Abbas… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In the industrial production process, unsupervised visual inspection methods have obvious
advantages over supervised visual inspection methods due to the scarcity of defect samples …
advantages over supervised visual inspection methods due to the scarcity of defect samples …
Anomaly Detection in Time Series Data and its Application to Semiconductor Manufacturing
Anomaly detection is essential for the monitoring and improvement of product quality in
manufacturing processes. In the case of semiconductor manufacturing, where large amounts …
manufacturing processes. In the case of semiconductor manufacturing, where large amounts …