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Testing & Validation

SIL/MIL Testing

Learn Software-in-the-Loop and Model-in-the-Loop testing strategies for early validation of automotive software. Set up virtual ECU environments and integrate with CI/CD pipelines.

26 chapters
20.0 hrs reading
5 modules

Overview

SIL and MIL testing enable early verification of automotive software before hardware availability, dramatically reducing development time and cost. This course covers comprehensive strategies for virtual testing.

You'll learn to set up virtual ECU environments, perform back-to-back testing between models and generated code, achieve code coverage targets, and integrate virtual testing into continuous integration pipelines.

The course uses industry tools including dSPACE VEOS, Synopsys SILVER, and MATLAB/Simulink Test, providing practical experience with production virtual testing workflows used at major OEMs.

Course Modules

1
Virtual Testing Fundamentals
6 chapters • 4.5 hrs reading
MIL vs SIL vs PIL - Comparison & Use CasesFREE PREVIEW 45 min read
▸ Comprehensive technical reference & specifications
▸ Detailed configuration guide with examples
▸ Implementation best practices & guidelines
▸ Troubleshooting reference & FAQ
Virtual ECU Concepts & ArchitectureFREE PREVIEW 40 min read
▸ Architectural overview & design rationale
▸ Component interaction diagrams
▸ Interface specifications & contracts
▸ Design patterns & best practices
Test Environment Setup & Configuration 45 min read
▸ Parameter reference table & valid ranges
▸ Step-by-step configuration procedure
▸ Validation & verification steps
▸ Configuration templates & examples
Test Case Design Strategies 45 min read
▸ Architectural overview & design rationale
▸ Component interaction diagrams
▸ Interface specifications & contracts
▸ Design patterns & best practices
Coverage Metrics (MC/DC, Statement, Branch) 40 min read
▸ Comprehensive technical reference & specifications
▸ Detailed configuration guide with examples
▸ Implementation best practices & guidelines
▸ Troubleshooting reference & FAQ
Hands-On: First Virtual Test Execution 55 min read
▸ Step-by-step implementation walkthrough
▸ Configuration templates & code samples
▸ Troubleshooting guide & common pitfalls
▸ Validation checklist & expected outputs
2
Model-in-the-Loop Testing
6 chapters • 4.8 hrs reading
MIL Test Architecture Design 40 min read
▸ Architectural overview & design rationale
▸ Component interaction diagrams
▸ Interface specifications & contracts
▸ Design patterns & best practices
Simulink Test Framework Deep Dive 50 min read
▸ In-depth technical analysis & internals
▸ Advanced configuration parameters reference
▸ Performance optimization strategies
▸ Edge cases & production considerations
Test Harness Creation & Management 45 min read
▸ Test strategy & coverage requirements
▸ Test case specifications & procedures
▸ Automation framework & scripting guide
▸ Results analysis & reporting templates
Equivalence Class Testing 45 min read
▸ Test strategy & coverage requirements
▸ Test case specifications & procedures
▸ Automation framework & scripting guide
▸ Results analysis & reporting templates
Model Coverage Analysis & Reporting 40 min read
▸ Component architecture & interface specifications
▸ Port definitions, data types & sender-receiver contracts
▸ Configuration parameters & mapping reference
▸ Integration patterns & inter-component communication
Hands-On: Complete MIL Test Suite 60 min read
▸ Step-by-step implementation walkthrough
▸ Configuration templates & code samples
▸ Troubleshooting guide & common pitfalls
▸ Validation checklist & expected outputs
3
Software-in-the-Loop Testing
5 chapters • 4.0 hrs reading
SIL Environment Setup & Configuration 45 min read
▸ Parameter reference table & valid ranges
▸ Step-by-step configuration procedure
▸ Validation & verification steps
▸ Configuration templates & examples
Virtual ECU with dSPACE VEOS 50 min read
▸ Task configuration & scheduling parameters
▸ Timing analysis & worst-case execution
▸ Resource management & priority schemes
▸ Runtime monitoring & diagnostics
Synopsys SILVER Integration 45 min read
▸ Comprehensive technical reference & specifications
▸ Detailed configuration guide with examples
▸ Implementation best practices & guidelines
▸ Troubleshooting reference & FAQ
Back-to-Back Testing (MIL vs SIL) 45 min read
▸ Test strategy & coverage requirements
▸ Test case specifications & procedures
▸ Automation framework & scripting guide
▸ Results analysis & reporting templates
Hands-On: SIL Regression Testing 55 min read
▸ Step-by-step implementation walkthrough
▸ Configuration templates & code samples
▸ Troubleshooting guide & common pitfalls
▸ Validation checklist & expected outputs
4
Advanced Coverage & Qualification
4 chapters • 3.2 hrs reading
MC/DC Coverage Achievement Strategies 50 min read
▸ Comprehensive technical reference & specifications
▸ Detailed configuration guide with examples
▸ Implementation best practices & guidelines
▸ Troubleshooting reference & FAQ
Test Qualification per ISO 26262 45 min read
▸ Test strategy & coverage requirements
▸ Test case specifications & procedures
▸ Automation framework & scripting guide
▸ Results analysis & reporting templates
Mutation Testing for Test Quality 40 min read
▸ Test strategy & coverage requirements
▸ Test case specifications & procedures
▸ Automation framework & scripting guide
▸ Results analysis & reporting templates
Hands-On: Coverage Gap Analysis 55 min read
▸ Step-by-step implementation walkthrough
▸ Configuration templates & code samples
▸ Troubleshooting guide & common pitfalls
▸ Validation checklist & expected outputs
5
CI/CD Integration
5 chapters • 3.8 hrs reading
Continuous Testing Architecture 35 min read
▸ Architectural overview & design rationale
▸ Component interaction diagrams
▸ Interface specifications & contracts
▸ Design patterns & best practices
Jenkins/GitLab Pipeline for SIL 45 min read
▸ Network stack configuration reference
▸ Protocol specification & message formats
▸ Service discovery & endpoint management
▸ Performance tuning & QoS parameters
Automated Test Execution & Reporting 45 min read
▸ Test strategy & coverage requirements
▸ Test case specifications & procedures
▸ Automation framework & scripting guide
▸ Results analysis & reporting templates
Regression Testing Strategies 40 min read
▸ Test strategy & coverage requirements
▸ Test case specifications & procedures
▸ Automation framework & scripting guide
▸ Results analysis & reporting templates
Hands-On: Complete CI/CD Testing Pipeline 60 min read
▸ Step-by-step implementation walkthrough
▸ Configuration templates & code samples
▸ Troubleshooting guide & common pitfalls
▸ Validation checklist & expected outputs

What You'll Learn

Set up complete MIL and SIL test environments
Create comprehensive test harnesses and test cases
Perform back-to-back verification between models and code
Achieve required MC/DC coverage metrics
Integrate virtual tests into CI/CD pipelines
Qualify test tools per ISO 26262 requirements

Prerequisites

Simulink modeling experience
Basic understanding of software testing
Familiarity with code generation concepts
Full Access
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This course includes:

26 detailed documentation chapters
Downloadable resources
Searchable text documentation
Code snippets & technical diagrams
Hands-on exercises
Lifetime access
Certificate of completion