Real-Time Tuning of Control Algorithms

Speedgoat’s real-time end-to-end solution enabled AMZ to move beyond traditional controls design and iterate quickly during testing. To support this project, they built an in-house tool called StreamDream, enabling live signal streaming from Simulink.

“With Speedgoat, we adjusted parameters on the fly, streamed real-time data, and auto-generated A2L files,” said Nils. “Their technical support also helped us implement XCP channels for live calibration and logging—making tuning fast and efficient.”

Full-Vehicle Testing Before Hitting the Track

Beyond their track success, AMZ is investing in simulation-driven development. The team is building a complete Hardware-in-the-Loop (HIL) simulator, virtually modeling each custom PCB and system component. “Our goal is to simulate the full car and run real-time tests before anything touches the track,” explained Sven, who leads ECU development. “We’re integrating all subsystem models into a complete vehicle simulation—and Speedgoat plays a central role in bringing that vision to life.”

A New Suspension Concept

Innovation didn’t stop at the ECU. AMZ introduced a hybrid suspension system—combining hydraulic and mechanical components—a first in Formula Student.

The system is equipped with real-time sensors feeding data into the ECU for load case analysis and optimization.

“The hardware flexibility, integration with Simulink, and responsive support helped us move fast and build exactly what we needed,” said Nils, a crucial advantage when developing such a system.