Abnormal pattern recognition for online inspection in manufacturing process based on multi-scale time series classification

X Bao, Y Zheng, L Chen, D Wu, X Chen… - Journal of Manufacturing …, 2024 - Elsevier
The collection of large volumes of temporal data during the production process is
streamlined in a cyber manufacturing environment. The ineluctable abnormal patterns in …

Control chart pattern recognition under small shifts based on multi-scale weighted ordinal pattern and ensemble classifier

Y Li, W Dai, Y He - Computers & Industrial Engineering, 2024 - Elsevier
Production orientated toward high-quality products makes the manufacturing process highly
accurate and precise with minimal variations in its parameters. Accurately identifying small …

A Grounding Fault Location Method for Auxiliary Power Supply Circuit in Electrical Locomotive

A Gu, Y Meng, Q Ni, Z Chen, J Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Accurately and quickly identifying and locating grounding faults (GFs) in auxiliary power
supply system (APS) of electrical locomotives (ELs) are crucial for improving the intelligence …

Control chart pattern recognition for small samples based on Siamese Neural Network

K Zhou, Y Chen, W Xiong, J Zhang, X Gong - Quality Engineering, 2025 - Taylor & Francis
Quality control for small samples is growing in popularity due to its broad application
prospects and high research value, and one of the commonly used methods for quality …

Векторний метод пошуку послідовностей у великих даних

H Khakhanova - Advanced Information Systems, 2022 - ais.khpi.edu.ua
Пропонується технологічне програмне рішення для метричного пошуку та ідентифікації
логіко-часових патернів бізнес-потоку даних за рахунок створення додаткових …

Control Chart Pattern Recognition Based on MDWOP and Ensemble Classifier

Y Li, Y Ma, W Dai, W Zhang - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The anomalies in product manufacturing process are related to product defects, and the
accurate detection of these anomalies is conducive to improving product quality. The feature …

Encryption and Compression Classification of Internet of Things Traffic

M Saleh, M Najdat - 2023 - rave.ohiolink.edu
Abstract The Internet of Things (IoT) is used in many fields that generate sensitive data, such
as healthcare and surveillance. Increased reliance on IoT raised serious information security …

Zero-shot Concurrent Control Chart Pattern Recognition based on Ordinal Pattern Feature Analysis

L Yazhou, Y Shuang, D Wei - 2024 6th International …, 2024 - ieeexplore.ieee.org
As the manufacturing process becomes increasingly complex, the occurrence of concurrent
abnormal control chart pattern (CCP) is becoming more common. However, collecting and …