USE CASES
Maritime use case
The Crexdata Maritime Use Case is advancing maritime safety and operational efficiency through innovative technologies. In 2020 alone 2632 accidents occurred in European Waters according to European Maritime Safety Agency. By leveraging real-time data, IoT devices, and predictive analytics, the project addresses critical challenges in:
- Collision Forecasting and Rerouting
- Hazardous Weather Rerouting
Collision Avoidance and Rerouting Services
- Live AIS Data Integration: Enhanced accuracy with real-time AIS data streaming on AWS.
- Autonomous Vessel Navigation: Simulated complex scenarios to refine autonomous collision avoidance based on COLREGS compliance.
- Optimized Routing: REST API-powered Port-to-Port, Point-to-Port, and Point-to-Point routing integrated with the CREXDATA platform.
Hazardous Weather Rerouting
- Real-Time Forecasting: Hazard predictions 15 minutes in advance, enabling proactive rerouting.
- Dynamic Analysis: Weather routing simulators adapt to changing departure times and conditions.
Technical Innovations and Research Outputs
- Simulators: Collision and hazardous weather routing simulators enable testing during adverse weather conditions, ensuring continuous system refinement.
- Machine Learning Applications: Systems trained with synthetic AIS datasets (e.g., vessel proximity events) and tested with dynamic route planning algorithms to optimize performance under various scenarios.
- Publications and Datasets: Key findings and datasets, such as “Synthetic AIS Dataset of Vessel Proximity Events,” have been made available on platforms like Zenodo. Check related project outcomes on the following link.
Other Use Cases
Weather emergencies
Health crisis
