Knowledge Center search search close
Collection of videos, reference examples, and more to support your real-time simulation and testing workflows

Content


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

Hardware-In-Loop Testing of Balance of Plant Controller of Fuel Cell System

Hardware-In-Loop Testing of Balance of Plant Controller of Fuel Cell System

Learn how modeling and simulating complete fuel cell stack, balance of power software components and other adjacent systems enables engineers from different domains to collaborate with each other and identify design issues early in the design phase. Thoroughly test controller logic in real-time with hardware-in-the-loop (HIL) test bench using Simulink Real-Time and Speedgoat test system.

Hardware-in-the-Loop

Recorded Webinars

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

Accelerate Development of Electric Vehicles with Real-time Testing

Accelerate Development of Electric Vehicles with Real-time Testing

This webinar presents how real-time testing accelerates innovation of automotive electrification, from electric powertrains and power management systems to high-voltage DC battery chargers. It shows how HIL testing is crucial to de-risk integration testing of electric propulsion and battery management systems.

Hardware-in-the-Loop

Rapid Control Prototyping

Recorded Webinars

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

Leclanché SA

Leclanché SA

Developing the next generation Li-ion battery packs for automated guided vehicles.

Hardware-in-the-Loop

Customer Success Stories

Full Vehicle Simulation

Full Vehicle Simulation

Create a digital twin of your full vehicle to accelerate testing and verification of control designs and production hardware.

Rapid Control Prototyping

Hardware-in-the-Loop

Industry Use Cases

Computer Vision

Computer Vision

Rapidly build, run, and test video acquisition and control applications with a Speedgoat real-time target machine. There is a wide range of applications from the design of phone cameras to autonomous vehicle systems.

Rapid Control Prototyping

Hardware-in-the-Loop

Industry Use Cases

Audio

Audio

Highly controlled manipulations are required e.g. for hearing aids, noise cancelling headphones, or car acoustics. Speedgoat real-time systems provide high performance, high-resolution analog and digital I/O, together with MATLAB & Simulink.

Rapid Control Prototyping

Hardware-in-the-Loop

Industry Use Cases

Structural Test

Structural Test

Use the Speedgoat system for fast acquisition and monitoring of signal data and for closed control loops. For example, for active anti-damping systems for bridges and buildings, for simulating environmental scenarios such as earthquakes, or for vibration platforms in the automotive and aerospace industries.

Rapid Control Prototyping

Hardware-in-the-Loop

Industry Use Cases

Embedded

Embedded

Leverage real-time target machines for use as embedded controllers.

Rapid Control Prototyping

Industry Use Cases

Power Hardware-in-the-Loop

Power Hardware-in-the-Loop

Speedgoat provides a wide range of real-time P-HIL solutions to test and verify power electronics and power system components. Utilize complex physical models designed with MathWorks tools on multi-core CPUs and FPGAs with the highest level of performance.

Hardware-in-the-Loop

Industry Use Cases

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

Addressing Challenges Involved in Developing Battery Management Systems Using Simulink

Addressing Challenges Involved in Developing Battery Management Systems Using Simulink

Learn how to model battery cell models as a function of battery charge, temperature and scale the cell model up to a battery pack. Monitor cell voltage and temperature, estimate state-of-charge (SOC) and state-of-health (SOH) across the pack. Use simulations to model feedback and supervisory control algorithms. Generate production-quality C/C++ code for target embedded processors. Perform Hardware-In-Loop testing using Speedgoat real-time test system.

Hardware-in-the-Loop

Recorded Webinars

Chassis & Vehicle Dynamics

Chassis & Vehicle Dynamics

Develop new control strategies for chassis, steering, and braking (conventional and x-by-wire), suspension (including semi-active and active), and ride comfort systems.

Industry Use Cases

Rapid Control Prototyping

Hardware-in-the-Loop

Infotainment & Multimedia Systems

Infotainment & Multimedia Systems

Validate the various infotainment and multimedia system including instrument clusters, navigation systems, or the vehicle audio systems.

Industry Use Cases

Rapid Control Prototyping

Hardware-in-the-Loop

Automated Driving (AD) and Advanced Driver Assistance Systems (ADAS)

Automated Driving (AD) and Advanced Driver Assistance Systems (ADAS)

Design perception, planning, and control algorithms for all levels of driving automation.

Industry Use Cases

Rapid Control Prototyping

Hardware-in-the-Loop

Cabin, Body, and Comfort

Cabin, Body, and Comfort

Test the various components and regarding ECUs for access control, lighting, HVAC, electronic windows, seat control and more.

Industry Use Cases

Rapid Control Prototyping

Hardware-in-the-Loop

HIL of Battery Management Systems

HIL of Battery Management Systems

Verify, validate, and test battery management system (BMS) controllers and hardware components using hardware-in-the-loop testing (HIL) and battery cell emulators.

Industry Use Cases

Hardware-in-the-Loop

RCP for Motor Control Drives

RCP for Motor Control Drives

Design, test, and validate novel motor control algorithms for electric motors using Simulink® and Speedgoat hardware. Use a wide range of functionality like PWM, encoders, and many more.

Industry Use Cases

Rapid Control Prototyping

Electric Vehicle Powertrains

Electric Vehicle Powertrains

Develop powertrains and fast chargers for electric vehicles including electric motors, inverters, transmissions, and power management systems.

Industry Use Cases

Rapid Control Prototyping

Hardware-in-the-Loop

Power Hardware-in-the-Loop

Power Hardware-in-the-Loop

HIL testing of power components like battery chargers using AC or DC power interfaces. Speedgoat supports power amplifiers from EGSTON Power, Cinergia, and Puissance Plus.

Industry Use Cases

Hardware-in-the-Loop

ClearMotion

ClearMotion

A ground-breaking active suspension system to transform the driving experience.

Customer Success Stories

Rapid Control Prototyping

Follow Speedgoat LinkedIn