Generation of Time-Series Working Patterns for Manufacturing High-Quality Products through Auxiliary Classifier Generative Adversarial Network

Generation of Time-Series Working Patterns for Manufacturing High-Quality Products through Auxiliary Classifier Generative Adversarial Network

Product quality is a major concern in manufacturing. In the metal processing industry, low-quality products must be remanufactured, which requires additional labor, money, and time. Therefore, user-controllable variables for machines and raw material compositions are key factors for ensuring product...

Full description

Bibliographic Details
Main Authors:	Manas Bazarbaev, Tserenpurev Chuluunsaikhan, Hyoseok Oh, Ga-Ae Ryu, Aziz Nasridinov, Kwan-Hee Yoo
Format:	Article
Language:	English
Published:	MDPI AG 2021-12-01
Series:	Sensors
Subjects:	continuous casting machine deep learning induction furnace time-series working patterns auxiliary classifier generative adversarial network
Online Access:	https://www.mdpi.com/1424-8220/22/1/29

Similar Items

An Auxiliary Classifier Generative Adversarial Network Based Fault Diagnosis for Analog Circuit
by: Yongqiang Zheng, et al.
Published: (2023-01-01)

Sequential Variational Autoencoder with Adversarial Classifier for Video Disentanglement
by: Takeshi Haga, et al.
Published: (2023-02-01)

Universal Adversarial Training Using Auxiliary Conditional Generative Model-Based Adversarial Attack Generation
by: Hiskias Dingeto, et al.
Published: (2023-07-01)

ECG Arrhythmias Detection Using Auxiliary Classifier Generative Adversarial Network and Residual Network
by: Pu Wang, et al.
Published: (2019-01-01)

Augmentation leak-prevention scheme using an auxiliary classifier in GAN-based image generation
by: Jonghwa Shim, et al.
Published: (2023-09-01)

Interactive design generation and optimization from generative adversarial networks in spatial computing
by: Xiaochen Hu, et al.
Published: (2024-03-01)

Research on an Improved Auxiliary Classifier Wasserstein Generative Adversarial Network with Gradient Penalty Fault Diagnosis Method for Tilting Pad Bearing of Rotating Equipment
by: Chunlei Zhou, et al.
Published: (2023-10-01)

Conditional Activation GAN: Improved Auxiliary Classifier GAN
by: Jeongik Cho, et al.
Published: (2020-01-01)

Emotional dialog generation via multiple classifiers based on a generative adversarial network
by: Wei Chen, et al.
Published: (2021-02-01)

Improving Adversarial Robustness of Ensemble Classifiers by Diversified Feature Selection and Stochastic Aggregation
by: Fuyong Zhang, et al.
Published: (2024-03-01)

Hyperspectral Target Detection with an Auxiliary Generative Adversarial Network
by: Yanlong Gao, et al.
Published: (2021-11-01)

Improving Adversarial Robustness of CNNs via Maximum Margin
by: Jiaping Wu, et al.
Published: (2022-08-01)

MOCAT: multi-omics integration with auxiliary classifiers enhanced autoencoder
by: Xiaohui Yao, et al.
Published: (2024-03-01)

Label Smoothing Auxiliary Classifier Generative Adversarial Network with Triplet Loss for SAR Ship Classification
by: Congan Xu, et al.
Published: (2023-08-01)

Versatile Auxiliary Classification and Regression With Generative Adversarial Networks
by: Shabab Bazrafkan, et al.
Published: (2021-01-01)

SCE-LSTM: Sparse Critical Event-Driven LSTM Model with Selective Memorization for Agricultural Time-Series Prediction
by: Ga-Ae Ryu, et al.
Published: (2023-10-01)

Incorporating Deep Learning and News Topic Modeling for Forecasting Pork Prices: The Case of South Korea
by: Tserenpurev Chuluunsaikhan, et al.
Published: (2020-10-01)

A Generate Adversarial Network with Structural Branch Assistance for Image Inpainting
by: Jin Wang, et al.
Published: (2023-05-01)

Single-Sample Face Recognition Based on Shared Generative Adversarial Network
by: Yuhua Ding, et al.
Published: (2022-02-01)

Targeted Speech Adversarial Example Generation With Generative Adversarial Network
by: Donghua Wang, et al.
Published: (2020-01-01)

Modeling and Analysis of Particle Deposition Processes on PVDF Membranes Using SEM Images and Image Generation by Auxiliary Classifier Generative Adversarial Networks
by: Caterina Cacciatori, et al.
Published: (2020-08-01)

Face Aging with Feature-Guide Conditional Generative Adversarial Network
by: Chen Li, et al.
Published: (2023-05-01)

Prediction of Process Quality Performance Using Statistical Analysis and Long Short-Term Memory
by: Tola Pheng, et al.
Published: (2022-01-01)

Virtual Scenarios of Earthquake Early Warning to Disaster Management in Smart Cities Based on Auxiliary Classifier Generative Adversarial Networks
by: Jae-Kwang Ahn, et al.
Published: (2023-11-01)

Deep Auxiliary Learning for Point Cloud Generation
by: Fei Hu, et al.
Published: (2020-01-01)

Exploring generative adversarial networks and adversarial training
by: Afia Sajeeda, et al.
Published: (2022-06-01)

A Two-Stage Generative Adversarial Networks With Semantic Content Constraints for Adversarial Example Generation
by: Jianyi Liu, et al.
Published: (2020-01-01)

Point Cloud Adversarial Perturbation Generation for Adversarial Attacks
by: Fengmei He, et al.
Published: (2023-01-01)

The 70-year history of metallurgical production at the Minsk automobile plant and prospects of its development
by: P. S. Gurchenko, et al.
Published: (2019-04-01)

Application of a Generative Adversarial Network in Image Reconstruction of Magnetic Induction Tomography
by: Dan Yang, et al.
Published: (2021-06-01)

Facial attribute-controlled sketch-to-image translation with generative adversarial networks
by: Mingming Hu, et al.
Published: (2020-01-01)

ARGAN: Adversarially Robust Generative Adversarial Networks for Deep Neural Networks Against Adversarial Examples
by: Seok-Hwan Choi, et al.
Published: (2022-01-01)

Generating adversarial examples without specifying a target model
by: Gaoming Yang, et al.
Published: (2021-09-01)

Efficient Classification of Imbalanced Natural Disasters Data Using Generative Adversarial Networks for Data Augmentation
by: Rokaya Eltehewy, et al.
Published: (2023-06-01)

First Steps towards Data-Driven Adversarial Deduplication
by: Jose N. Paredes, et al.
Published: (2018-07-01)

DDSG-GAN: Generative Adversarial Network with Dual Discriminators and Single Generator for Black-Box Attacks
by: Fangwei Wang, et al.
Published: (2023-02-01)

DGAN-KPN: Deep Generative Adversarial Network and Kernel Prediction Network for Denoising MC Renderings
by: Ahmed Mustafa Taha Alzbier, et al.
Published: (2022-02-01)

Conditional Generative Adversarial Network-Based Image Denoising for Defending Against Adversarial Attack
by: Haibo Zhang, et al.
Published: (2021-01-01)

Adversarial Patch Attacks on Deep-Learning-Based Face Recognition Systems Using Generative Adversarial Networks
by: Ren-Hung Hwang, et al.
Published: (2023-01-01)

Feasibility Study on the Influence of Data Partition Strategies on Ensemble Deep Learning: The Case of Forecasting Power Generation in South Korea
by: Tserenpurev Chuluunsaikhan, et al.
Published: (2022-10-01)