Publications
Talk · Lecture notes in networks and systems · November 21, 2025
Comparison of Neural Network Architectures for Modeling Complex System Behavior in Digital Twins: Analysis Based on Bearing Data
Bauyrzhan Amirkhanov, Murat Kunelbayev, Gulshat A. Amirkhanova, Alikhan Amirkhanov, Alina Raeva, Tomiris Nurgazy
Machine Fault Diagnosis TechniquesFault Detection and Control SystemsReliability and Maintenance Optimizationdigital twinneural network architecture comparisonconvolutional neural networks
More by Tomiris Nurgazy
- Towards digital twins in the food industry: an augmented reality visualization approachInternational Conference on Image, Video Processing and Artificial Intelligence · 2026
- Development of a Digital Twin for a Bakery Line With Predictive Analytics and Adaptive Control FunctionsIET Collaborative Intelligent Manufacturing · 2026 · Citations: 5
- Web-Based Digital Twin Architecture: Integrating the Grafana Analytics Dashboard with a Unity 3D ModelAsia Conference on Cognitive Engineering and Intelligent Interaction · 2025
- Detection of Industrial Process Anomalies Using Isolation Forest and DBSCAN in a Real Manufacturing EnvironmentAsia Conference on Cognitive Engineering and Intelligent Interaction · 2025