Operational Data Logging
Leverage Big Data Analytics for Smarter Decision-Making
In today’s rail networks, operational transparency is crucial. Without accurate and timely data, decision-making becomes reactive, and inefficiencies go unnoticed. Parametric’s RET2000 solution addresses this by enabling continuous, reliable data collection directly from trains and infrastructure systems. This real-time insight empowers railway operators to make proactive, informed decisions that optimize operations, improve safety, and reduce costs.
How It Works:
- Automated data collection from onboard subsystems, sensors, and control units
- Edge-based pre-processing ensures only relevant data is transmitted
- Cloud integration for secure, centralized data storage and remote access
- Custom analytics dashboards visualize performance and trends
- Support for standardized protocols enables seamless integration
Key Benefits:
- Improved operational efficiency through real-time visibility into system performance
- Enhanced decision-making with structured, actionable intelligence
- Supports compliance & audits with accurate historical records
- Reduces downtime by identifying anomalies and trends early
- Scalable platform ready for future analytics and AI integration
Understanding the Value
Why consistent, real-time insights are critical for modern rail operations
Successful Case Studies
Our solution in action—turning data into performance and efficiency
Smart Operational Insights
Data-driven operations for safer, more efficient rail systems
Understanding the Value of Operational Data
Operational data is the foundation of efficiency, safety, and innovation in rail transport. Without a reliable stream of data, rail operators are left in the dark—unable to detect issues early, optimize performance, or make evidence-based decisions. Structured, continuous data collection transforms this challenge into opportunity.
Timely, detailed insights reveal inefficiencies and opportunities that otherwise go unnoticed. From energy usage to system health and passenger load, every datapoint tells a story.
Key Use Case Drivers are:
- Capture failures and anomalies as they happen, reducing response time and service disruption.
Conclusion: By integrating operational data collection into your fleet and infrastructure, you lay the foundation for predictive maintenance, efficiency gains, and safer operations. The RET2000 makes this process seamless and future-proof.
Challenge
The operator lacked a standardized system for collecting and analyzing onboard data across its mixed fleet. This led to inconsistent maintenance routines, underutilized energy-saving opportunities, and delayed fault detection.
Solution
Parametric deployed the RET2000 across multiple trainsets, interfacing with key onboard systems to collect operational data in real time. The data is processed on-device and synchronized with a secure cloud platform. Operators now use custom dashboards to track KPIs, flag anomalies, and generate maintenance reports.
Benefits
- Unified Data Platform: Enables consistent diagnostics and reporting across all vehicles
- Reduced Downtime: Early fault detection allows preemptive servicing
- Performance Optimization: Energy consumption and passenger flow trends inform better planning
- Custom Reporting: Simplifies compliance with operational and safety standards
System Architecture
Secure, scalable infrastructure from onboard collection to cloud analytics
The RET2000 connects to existing train networks, sensors, and control systems, collecting data at regular intervals. The device performs preliminary processing on the edge, reducing bandwidth requirements and ensuring quick response times. Data is transmitted securely via LTE to a cloud backend, where it is stored, analyzed, and visualized.
Components
- RET2000 Data Logger
Rugged, railway-certified logging unit that interfaces with digital/analog inputs and communication buses (e.g. CAN, MVB, Ethernet). - Sensor Interfaces
Connect to temperature, vibration, pressure, energy, or other sensor types. - Cloud Backend
Secure infrastructure for long-term storage, data access, and dashboard analytics. - LTE/Wi-Fi Communication Module
Enables secure data transmission to central databases or operator servers. - Dashboard Interface (Web)
Customizable platform for data visualization, trend analysis, and reporting.
Ready to harness the power of operational data?
Real-time data for smarter, data-driven rail operations
With RET2000 Operational Data Logger, rail operators gain the ability to collect, structure, and analyze data directly from onboard systems. This empowers them to make informed decisions, optimize performance, and lay the foundation for predictive maintenance and long-term operational excellence. From system diagnostics to energy usage, RET2000 transforms raw data into valuable insight.
RET2000 Operational Data Logger
With intelligent data collection and analysis, rail operators can go beyond basic monitoring to uncover trends, detect inefficiencies, and predict issues before they escalate. RET2000 bridges the gap between raw sensor output and real-world decision-making—enabling proactive operations at scale.