RaiL-2L DSS
Operational AI Monitoring
RaiL-2L DSS is an AI-powered railway decision support system that analyzes real-time acoustic, acceleration, and location data to generate intelligent alarms and XAI-based insights.
The bootstrap installer package is approximately 30 MB. Required AI frameworks, libraries, and system components (≈2 GB) are automatically downloaded and configured during installation.
Core Features
A portable platform for railway infrastructure monitoring, operational alarm management, and explainable AI applications.
Multimodal AI Fusion
Combines outputs from acoustic spectrogram-based and acceleration-based deep learning models through a two-layer decision architecture.
Real-Time Monitoring
Continuously processes field data, generates intelligent alarms, and visualizes detected events on a live operational map.
Explainable Artificial Intelligence
Provides Grad-CAM and Saliency visualizations to support transparent interpretation of model decisions.
GPS-Based Event Mapping
Displays anomaly locations together with speed, environmental parameters, and operational context information.
Alarm Archive Management
Automatically stores alarm index reports, acoustic recordings, and AI analysis outputs for future review and investigation.
Portable Edge-AI Architecture
Designed for deployment on field computers and compatible Edge-AI platforms with efficient computational resource utilization.
RaiL-2L DSS Software Package
The package includes executable components, installation scripts, configuration files, and operational demonstration modules required for deployment of the RaiL-2L DSS platform.
Please contact us for organizational licensing and deployment information.
Contact
For technical information, live demonstrations, collaboration opportunities, or deployment inquiries, please contact the EduSenses development team.