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SaaMES: SaaS-Based MSA/MTA Model for Real-Time Control of IoT Edge Devices in Digital Manufacturing.
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- Sustainability (2071-1050), 2022, v. 14, n. 16, p. 9864, doi. 10.3390/su14169864
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- Article
Design and Implementation of Machine Vision-Based Quality Inspection System in Mask Manufacturing Process.
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- Sustainability (2071-1050), 2022, v. 14, n. 10, p. 6009, doi. 10.3390/su14106009
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- Article
Design and Verification of Process Discovery Based on NLP Approach and Visualization for Manufacturing Industry.
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- Sustainability (2071-1050), 2022, v. 14, n. 3, p. 1103, doi. 10.3390/su14031103
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- Article
Design and Implementation of Defect Detection System Based on YOLOv5-CBAM for Lead Tabs in Secondary Battery Manufacturing.
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- Processes, 2023, v. 11, n. 9, p. 2751, doi. 10.3390/pr11092751
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- Article
YOLOv7-Based Anomaly Detection Using Intensity and NG Types in Labeling in Cosmetic Manufacturing Processes.
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- Processes, 2023, v. 11, n. 8, p. 2266, doi. 10.3390/pr11082266
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- Article
Estimating APC Model Parameters for Dynamic Intervals Determined Using Change-Point Detection in Continuous Processes in the Petrochemical Industry.
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- Processes, 2023, v. 11, n. 8, p. 2229, doi. 10.3390/pr11082229
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- Article
Machine Learning-Based Prediction of Controlled Variables of APC Systems Using Time-Series Data in the Petrochemical Industry.
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- Processes, 2023, v. 11, n. 7, p. 2091, doi. 10.3390/pr11072091
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- Article
Performance Analysis of A Novel Inter-Networking Architecture for Cost-Effective Mobility Management Support.
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- KSII Transactions on Internet & Information Systems, 2014, v. 8, n. 4, p. 1344, doi. 10.3837/tiis.2014.04.011
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- Article
Velocity range-based reward shaping technique for effective map-less navigation with LiDAR sensor and deep reinforcement learning.
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- Frontiers in Neurorobotics, 2023, p. 1, doi. 10.3389/fnbot.2023.1210442
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- Article
A Novel Approach to the Job Shop Scheduling Problem Based on the Deep Q-Network in a Cooperative Multi-Access Edge Computing Ecosystem †.
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- Sensors (14248220), 2021, v. 21, n. 13, p. 4553, doi. 10.3390/s21134553
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- Article
Real-Time Monitoring for Hydraulic States Based on Convolutional Bidirectional LSTM with Attention Mechanism.
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- Sensors (14248220), 2020, v. 20, n. 24, p. 7099, doi. 10.3390/s20247099
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- Article
VODCA: Verification of Diagnosis Using CAM-Based Approach for Explainable Process Monitoring †.
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- Sensors (14248220), 2020, v. 20, n. 23, p. 6858, doi. 10.3390/s20236858
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- Article
Cost-effective and fast handoff scheme in Proxy Mobile IPv6 networks with multicasting support.
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- Mobile Information Systems, 2014, v. 10, n. 3, p. 287, doi. 10.1155/2014/131030
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- Article
Real-Time Pose Estimation Based on ResNet-50 for Rapid Safety Prevention and Accident Detection for Field Workers.
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- Electronics (2079-9292), 2023, v. 12, n. 16, p. 3513, doi. 10.3390/electronics12163513
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- Article
Real-Time ISR-YOLOv4 Based Small Object Detection for Safe Shop Floor in Smart Factories.
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- Electronics (2079-9292), 2022, v. 11, n. 15, p. 2348, doi. 10.3390/electronics11152348
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- Article
ViV-Ano: Anomaly Detection and Localization Combining Vision Transformer and Variational Autoencoder in the Manufacturing Process.
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- Electronics (2079-9292), 2022, v. 11, n. 15, p. 2306, doi. 10.3390/electronics11152306
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- Article
SSA-SL Transformer for Bearing Fault Diagnosis under Noisy Factory Environments.
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- Electronics (2079-9292), 2022, v. 11, n. 9, p. N.PAG, doi. 10.3390/electronics11091504
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- Article
Edge-Cloud Alarm Level of Heterogeneous IIoT Devices Based on Knowledge Distillation in Smart Manufacturing.
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- Electronics (2079-9292), 2022, v. 11, n. 6, p. 899, doi. 10.3390/electronics11060899
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- Article
Bidirectional-Feature-Learning-Based Adversarial Domain Adaptation with Generative Network.
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- Applied Sciences (2076-3417), 2023, v. 13, n. 21, p. 11825, doi. 10.3390/app132111825
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- Article
Production Improvement Rate with Time Series Data on Standard Time at Manufacturing Sites.
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- Applied Sciences (2076-3417), 2023, v. 13, n. 19, p. 10937, doi. 10.3390/app131910937
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- Article
Factory Simulation of Optimization Techniques Based on Deep Reinforcement Learning for Storage Devices.
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- Applied Sciences (2076-3417), 2023, v. 13, n. 17, p. 9690, doi. 10.3390/app13179690
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- Article
Production Planning Forecasting System Based on M5P Algorithms and Master Data in Manufacturing Processes.
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- Applied Sciences (2076-3417), 2023, v. 13, n. 13, p. 7829, doi. 10.3390/app13137829
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- Article
Design and Implementation of an HCPS-Based PCB Smart Factory System for Next-Generation Intelligent Manufacturing.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 15, p. 7645, doi. 10.3390/app12157645
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- Article
Fv-AD: F-AnoGAN Based Anomaly Detection in Chromate Process for Smart Manufacturing.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 15, p. 7549, doi. 10.3390/app12157549
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- Article
Design and Implementation of OPC UA-Based VR/AR Collaboration Model Using CPS Server for VR Engineering Process.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 15, p. 7534, doi. 10.3390/app12157534
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- Article
ML-Based JIT1 Optimization for Throughput Maximization in Cluster Tool Automation.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 15, p. 7519, doi. 10.3390/app12157519
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- Article
Design and Implementation of Cloud Docker Application Architecture Based on Machine Learning in Container Management for Smart Manufacturing.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 13, p. N.PAG, doi. 10.3390/app12136737
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- Article
Design and Implementation of an Explainable Bidirectional LSTM Model Based on Transition System Approach for Cooperative AI-Workers.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 13, p. N.PAG, doi. 10.3390/app12136390
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- Article
SSA-CAE-Based Abnormal Data Classification Method in Edge Intelligence Device of CNC Machine.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 12, p. 5864, doi. 10.3390/app12125864
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- Article
MARL-Based Dual Reward Model on Segmented Actions for Multiple Mobile Robots in Automated Warehouse Environment.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 9, p. N.PAG, doi. 10.3390/app12094703
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- Article
Improved U-Net++ with Patch Split for Micro-Defect Inspection in Silk Screen Printing.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 9, p. N.PAG, doi. 10.3390/app12094679
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- Article
Improved MSRN-Based Attention Block for Mask Alignment Mark Detection in Photolithography.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 5, p. 2721, doi. 10.3390/app12052721
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- Article
Framework of 2D KDE and LSTM-Based Forecasting for Cost-Effective Inventory Management in Smart Manufacturing.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 5, p. 2380, doi. 10.3390/app12052380
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- Article
Improved U-Net with Residual Attention Block for Mixed-Defect Wafer Maps.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 4, p. 2209, doi. 10.3390/app12042209
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- Article
CNN-Based Defect Inspection for Injection Molding Using Edge Computing and Industrial IoT Systems.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 14, p. 6378, doi. 10.3390/app11146378
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- Article
An Efficient Analytical Approach to Visualize Text-Based Event Logs for Semiconductor Equipment.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 13, p. 5944, doi. 10.3390/app11135944
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- Article
Multi-Scale Convolutional Recurrent Neural Network for Bearing Fault Detection in Noisy Manufacturing Environments.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 9, p. 3963, doi. 10.3390/app11093963
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- Article
Mobile Robot Path Optimization Technique Based on Reinforcement Learning Algorithm in Warehouse Environment.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 3, p. 1209, doi. 10.3390/app11031209
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- Article
POP-ON: Prediction of Process Using One-Way Language Model Based on NLP Approach.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 2, p. 864, doi. 10.3390/app11020864
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- Article
R-CNN-Based Large-Scale Object-Defect Inspection System for Laser Cutting in the Automotive Industry.
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- Processes, 2021, v. 9, n. 11, p. 2043, doi. 10.3390/pr9112043
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- Article
A Data-Centric Approach to Design and Analysis of a Surface-Inspection System Based on Deep Learning in the Plastic Injection Molding Industry.
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- Processes, 2021, v. 9, n. 11, p. 1895, doi. 10.3390/pr9111895
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- Article
Design and Performance Analysis for Edge Intelligence-Based F-PMIPv6 Mobility Support for Smart Manufacturing.
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- Wireless Communications & Mobile Computing, 2021, p. 1, doi. 10.1155/2021/9970942
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- Article
Performance Analysis of Inter-Domain Handoff Scheme Based on Virtual Layer in PMIPv6 Networks for IP-Based Internet of Things.
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- PLoS ONE, 2017, v. 12, n. 1, p. 1, doi. 10.1371/journal.pone.0170566
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- Article
Bearing Fault Diagnosis Based on Multiscale Convolutional Neural Network Using Data Augmentation.
- Published in:
- Journal of Sensors, 2021, p. 1, doi. 10.1155/2021/6699637
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- Article
Long Short-Term Memory Autoencoder and Extreme Gradient Boosting-Based Factory Energy Management Framework for Power Consumption Forecasting.
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- Energies (19961073), 2024, v. 17, n. 15, p. 3666, doi. 10.3390/en17153666
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- Article
GCN-Based LSTM Autoencoder with Self-Attention for Bearing Fault Diagnosis.
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- Sensors (14248220), 2024, v. 24, n. 15, p. 4855, doi. 10.3390/s24154855
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- Article
LSTM-Autoencoder Based Anomaly Detection Using Vibration Data of Wind Turbines.
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- Sensors (14248220), 2024, v. 24, n. 9, p. 2833, doi. 10.3390/s24092833
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- Article
Federated Learning for Predictive Maintenance and Anomaly Detection Using Time Series Data Distribution Shifts in Manufacturing Processes.
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- Sensors (14248220), 2023, v. 23, n. 17, p. 7331, doi. 10.3390/s23177331
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- Article
Few-Shot Learning-Based Light-Weight WDCNN Model for Bearing Fault Diagnosis in Siamese Network.
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- Sensors (14248220), 2023, v. 23, n. 14, p. 6587, doi. 10.3390/s23146587
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- Article