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Collection of videos, reference applications, and more to support your real-time simulation and testing workflows

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Automated and Continuous Hardware-in-the-Loop Testing

Automated and Continuous Hardware-in-the-Loop Testing

Learn about hardware-in-the-loop (HIL) testing and how to efficiently test controls using Speedgoat and MathWorks’ unified HIL solution.

Recorded Webinars

Hardware-in-the-Loop

Assessment of State-of-Charge Estimation Method for Lithium-Ion Batteries

Assessment of State-of-Charge Estimation Method for Lithium-Ion Batteries

In this paper, a numerical model of lithium-ion batteries is developed and deployed to a Speedgoat Baseline target machine. The estimation method for the state-of-charge (SOC), based on a nonlinear autoregressive with exogenous input (NARX) and artificial neural networks (ANNs) that are correctly trained with multiple datasets, is designed, and experimentally validated by hardware-in-the-loop simulation.

Publication on mdpi.com

Published Papers

Hardware-in-the-Loop Testing (HIL) of State-of-Charge (SoC) Estimation for Li-Ion Batteries

Hardware-in-the-Loop Testing (HIL) of State-of-Charge (SoC) Estimation for Li-Ion Batteries

This study presents the design and validation of an SoC estimation method for lithium-ion batteries in hybrid-electric vehicles (HEV). The battery model is deployed on a Speedgoat Baseline machine connected to a Raspberry Pi emulating the ECU based on an artificial neural network for HIL testing. The algorithm can estimate the SoC of the battery with 2% accuracy during real-time testing.

Published Papers

Hardware-in-the-Loop

Developing and Testing Control Systems with MATLAB and Simulink

Developing and Testing Control Systems with MATLAB and Simulink

The webinar explains you an engaging learning experience by exposing you to a broad set of real-life testing scenarios, including real-time interactions with digital twin simulators and physical systems, such as motion sensors, electric motors, and robot manipulators.

Rapid Control Prototyping

Hardware-in-the-Loop

Recorded Webinars

Accelerate Development of Electric Vehicles with Real-Time Testing

Accelerate Development of Electric Vehicles with Real-Time Testing

Real-time testing accelerates innovation of automotive electrification, from electric powertrains and power management systems to high-voltage DC battery chargers.

Recorded Webinars

Rapid Control Prototyping

Hardware-in-the-Loop

HIL Testing of BMS using Simulink Real-Time and Speedgoat target hardware

HIL Testing of BMS using Simulink Real-Time and Speedgoat target hardware

This webinar will demonstrate how engineers can perform hardware-in-the-loop (HIL) testing to validate and test their Battery Management Systems design using Simulink Real-TimeTM and Speedgoat Target hardware.

Recorded Webinars

Hardware-in-the-Loop

 Rapid Control Prototyping for Power Electronics Control Design

Rapid Control Prototyping for Power Electronics Control Design

This recorded webinar shows how power electronics control engineers can use rapid control prototyping (RCP) with Simulink Real-Time™ and Speedgoat real-time target machines to validate Simulink® algorithms against electric motor and power converter prototype systems.

Recorded Webinars

Rapid Control Prototyping

Accelerate Development of Power Systems with Real-Time Testing

Accelerate Development of Power Systems with Real-Time Testing

This webinar will present how real-time solutions are being used to accelerate electric power generation, renewable energy integration, and onboard systems development. It highlights how Speedgoat real-time solutions enable electrical and control engineers to develop, test, and validate their innovations with hardware prototypes.

Recorded Webinars

Hardware-in-the-Loop

Rapid Control Prototyping

HIL and Automated Testing Applications for Aerospace

HIL and Automated Testing Applications for Aerospace

This recorded webinar presents how hardware-in-the-loop (HIL) testing is used to develop, test, and validate new aircraft components or systems such as controllers for aileron actuators. 

Recorded Webinars

Hardware-in-the-Loop

Enabling Innovation for Automotive HIL Testing and Control Design

Enabling Innovation for Automotive HIL Testing and Control Design

This recorded webinar presents how you can accelerate innovations in the automotive industry with real-time simulation and testing using Speedgoat solutions.

Recorded Webinars

Hardware-in-the-Loop

Rapid Control Prototyping

Advancing Electrification with Real-Time Testing

Advancing Electrification with Real-Time Testing

This recorded webinar presents how you can leverage real-time solutions to accelerate renewable energy integration and electric vehicle developments.

Recorded Webinars

Rapid Control Prototyping

Independent Generation of Sequence Elements by Motor Cortex

Independent Generation of Sequence Elements by Motor Cortex

Rapid execution of motor sequences depends on fusing movement elements into cohesive units that are executed holistically. The contribution of the primary motor and dorsal premotor cortex to this ability is determined in this paper. Also, the hypothesis that movement elements fuse makes specific predictions regarding three forms of activity, preparation, initiation, and execution is investigated.

Publication on nature.com

Published Papers

Developing and Testing Next Generation Control Systems

Developing and Testing Next Generation Control Systems

Learn how Speedgoat enables you to prototype and test complex control algorithms using full-vehicle simulation. By building a virtual environment for safe and realistic testing and verification, you can reduce prototype testing costs.

Recorded Webinars

Hardware-in-the-Loop

Rapid Control Prototyping

Real-Time Simulation and Testing: Hardware-in-the-Loop

Real-Time Simulation and Testing: Hardware-in-the-Loop

Hardware-in-the-Loop (HIL) Simulation and Testing with Simulink Real-TimeTM and Speedgoat target computers.

Recorded Webinars

Hardware-in-the-Loop

Continental: Accelerated Development Using Rapid Control Prototyping

Continental: Accelerated Development Using Rapid Control Prototyping

This project shows a solution whereby engineers can quickly move from SIL to HIL using a Speedgoat system with programmable FPGA technology instead of an original ECU. 

Recorded Webinars

Hardware-in-the-Loop

CPU, FPGA, and I/O Solutions for Real-Time Simulation and Testing with Simulink

CPU, FPGA, and I/O Solutions for Real-Time Simulation and Testing with Simulink

In this webinar, MathWorks together with Speedgoat will showcase how to perform real-time simulation and testing, enabling you to rapidly and continuously test and prove your designs, from desktop simulation to testing your designs in real time on hardware platforms.

Recorded Webinars

Hardware-in-the-Loop

Rapid Control Prototyping

Model-Based Design for Predictive Maintenance, Code Generation and Real-Time Testing

Model-Based Design for Predictive Maintenance, Code Generation and Real-Time Testing

This video shows how to automatically generate C code from classification models. First, you’ll see how to validate your algorithm on the desktop. Then, once it is validated, the video will show how to generate code. Next, the video walks through how to use Simulink® to deploy the classification model onto a B&R PLC, and then test it on a real-time representation of the system using a Speedgoat machine.

Recorded Webinars

Hardware-in-the-Loop

Rapid Control Prototyping

Motion Planning and Experimental Validation for an Autonomous Bicycle

Motion Planning and Experimental Validation for an Autonomous Bicycle

This paper introduces a prototype autonomous two-wheeled vehicle developed for experimental verification of motion planning and control algorithms. Finally, it presents and discusses experiments run on the actual vehicle for a particular maneuver. It emphasizes the differences between the trajectories created by different vehicle models.

Publication on ieeexplore.ieee.org

Published Papers

Rapid Control Prototyping

A Software Architecture for an Autonomous Racecar

A Software Architecture for an Autonomous Racecar

The authors present a detailed description of the software architecture used in the autonomous Roborace vehicles by the TUM-Team. The architecture combines the autonomous software functions perception, planning, and control, which are modularized for use on different hardware and to drive the car on high-speed racetracks. 

Publication on ieeexplore.ieee.org

Published Papers

A Real-Time Simulation Environment for Autonomous Vehicles in Highly Dynamic Driving Scenarios

A Real-Time Simulation Environment for Autonomous Vehicles in Highly Dynamic Driving Scenarios

In May 2018, a group of researchers from the Technical University of Munich (TUM) won the first Roborace Human + Machine Challenge. TUM's autonomous driving software stack manages environment perception, autonomous navigation, and trajectory tracking.

Recorded Webinars

Hardware-in-the-Loop

Minimum Curvature Trajectory Planning and Control for an Autonomous Race Car

Minimum Curvature Trajectory Planning and Control for an Autonomous Race Car

This paper shows a software stack capable of planning a minimum curvature trajectory for an autonomous race car based on an occupancy grid map. It introduces a controller design that allows following the trajectory at the handling limits. The the quadratic optimization problem is extended  for improved accuracy, the introduction of curvature constraints, and the reduction of linearization errors in corners.

Publication on tandfonline.com

Published Papers

Systematic Design of Multivariable Fuel Injection Controllers for Advanced Diesel Combustion

Systematic Design of Multivariable Fuel Injection Controllers for Advanced Diesel Combustion

With multiple fuel injections per combustion cycle, the advanced diesel combustion process depends on all injection pulses in a coupled way. This work describes the cycle-to-cycle fuel injection control problem. A control-oriented model is introduced and locally validated with experimental data. Finally, a systematic design approach is proposed to synthesize a multivariable fuel injection controller.

Publication on ieeexplore.ieee.org

Published Papers

Control for a Supercapacitor Hybrid Energy Storage System Used in Electric Vehicles

Control for a Supercapacitor Hybrid Energy Storage System Used in Electric Vehicles

This paper proposes the control strategy of a fully active hybrid energy storage system, which uses two bi-directional DC/DC converters to decouple supercapacitors and the battery pack from the DC bus. A Lyapunov-function-based controller regulates DC bus voltage, and a sliding mode controller, controlling the battery and supercapacitor currents, is designed. Their performance is validated by simulation and experimental data. 

Publication on sciencedirect.com

Published Papers

Rapid Control Prototyping for Permanent Magnet Synchronous Motor (PMSM) Control

Rapid Control Prototyping for Permanent Magnet Synchronous Motor (PMSM) Control

Power Electronics and Motor Control Prototyping on CPU/FPGA Target Hardware with Simulink Real-TimeTM.

Recorded Webinars

Rapid Control Prototyping

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