Aalto Startup Center

Researcher

• Define the accuracy and operational requirements for the torque estimation algorithm
• Build and verify a torsional vibration model of the powertrain using Wärtsilä data, with a final test environment in Simulink
• Develop convex optimization-based and/or physics-informed deep learning approaches to torque estimation
• Study the torque estimation framework using simulated measurements and scenarios
• Verify the framework against measurements from Wärtsilä's physical powertrain
• Test and refine the torque estimation model for implementation in an embedded environment with limited computing capacity
• Integrate the estimation method into the embedded engine control system
• Conduct work physically at Aalto University campus and Wärtsilä Vaasa STH laboratory

Explore Doctoral Researcher – Virtual Torque Sensing for Maritime… at Aalto Startup Center. Review requirements and application details.

Doctoral Researcher – Virtual Torque Sensing for Maritime Powertrains