Technology Showcase
Artificial Intelligence
AI in Simulation: Reduced-Order Modeling
- Workflow for data-driven ROM
- Different use cases for ROM
- Examples: Developing AI models for an SI engine and flexible shaft
AI Deployment on Embedded Systems and Cloud
- Deploy AI into an embedded hardware and enterprise system from one code base
- Fit AI models to embedded hardware with quantization/fixed point conversion
- Scale to data and users using enterprise deployment
AI in Electrification: Battery SOC and SOH Estimation
- AI use cases in the automotive industry
- Battery SOC and SOH estimation with deep learning
Electrification and Full Vehicle Simulation
Battery Modeling and Management
- Design and simulate battery and BMS using Simscape Battery
- Evaluate electrical and thermal responses of different battery pack architectures
EV Traction Motors: Motion Control Made Easy
- Model motors and parameterize your motor models
- Autotune your speed and current controllers with FOC Autotuner
- Deploy your motor control algorithms onto your desired target hardware
Building Full-Vehicle Simulation Models
- Simulation of an electric two-wheeler
- Powertrain architectures for different vehicle models
- Simulation of vehicle dynamics and optimization of suspension design for ride and handling characteristics
ADAS and Automated Driving
Automated Driving: Creating Virtual Worlds and Algorithms
- Create scenes and scenarios from recorded data
- Create scenes and scenarios in RoadRunner and interoperate with ASAM standards
- Develop AD applications: AEB, HLF, parking valet, traffic negotiations
Validation and Testing of Automated Driving Features
- Setting up test automation framework
- Real-time testing for ADAS ECUs
- Interfacing with HILs and external hardware
Functional Safety and Cybersecurity
Early Verification and Validation Using Model-Based Design
- Efficient elimination of errors at early stages
- Continuous and uninterrupted refinement of system and software requirements and architectural designs
- Complete traceability and improved consistency among requirements, architecture, design, source code, and test cases
- Certifiable tools and workflow
Formal Code Verification
- Adhere to coding standards: safety and security, robustness checking without testing, and compliance with ISO 26262 and ISO 21434
- Integrate at different SDLC stages, intuitive and actionable presentation of results, decrease testing efforts
- Integrate into development workflows—Model-Based Design, devOps, Dockerization—and run on cloud platforms
Developing Applications for Software-Defined Vehicles
Design and Develop Service-Oriented Applications
- Developing service-oriented architectures with Simulink
- Using SOME/IP communication and DDS data binding
- Deploying service-oriented architectures on Linux targets
Integrating Model-Based Design with Continuous Integration for Agile Workflows
- Software engineering tasks automation using MATLAB and Simulink in CI
- MATLAB and CI integration on a CI server or cloud-hosted CI system
- Integration of MATLAB and Simulink into your CI pipeline
Select a Web Site
Choose a web site to get translated content where available and see local events and offers. Based on your location, we recommend that you select: .
You can also select a web site from the following list
How to Get Best Site Performance
Select the China site (in Chinese or English) for best site performance. Other MathWorks country sites are not optimized for visits from your location.
Americas
- América Latina (Español)
- Canada (English)
- United States (English)
Europe
- Belgium (English)
- Denmark (English)
- Deutschland (Deutsch)
- España (Español)
- Finland (English)
- France (Français)
- Ireland (English)
- Italia (Italiano)
- Luxembourg (English)
- Netherlands (English)
- Norway (English)
- Österreich (Deutsch)
- Portugal (English)
- Sweden (English)
- Switzerland
- United Kingdom (English)
Asia Pacific
- Australia (English)
- India (English)
- New Zealand (English)
- 中国
- 日本Japanese (日本語)
- 한국Korean (한국어)