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Course Outline

Introduction to EV Software and Embedded Systems

  • Overview of EV software architecture.
  • Key components of embedded systems in EVs.
  • Software challenges specific to electric mobility.

Control Systems for Electric Vehicles

  • Designing software for motor control and power management.
  • Battery management system (BMS) software integration.
  • Monitoring and diagnostics for system health.

Real-Time Processing and Data Management

  • Implementing real-time data acquisition and processing.
  • Data fusion from multiple sensors.
  • Ensuring low-latency control in dynamic environments.

Autonomous Driving and AI Integration

  • Utilizing machine learning for perception and decision-making.
  • Integrating AI algorithms with embedded systems.
  • Testing and validation of autonomous functions.

Advanced Software Safety and Compliance

  • Applying ISO 26262 for functional safety.
  • Ensuring cybersecurity in connected EV systems.
  • Developing fault-tolerant software architectures.

Hands-On Lab: Building a Basic EV Control System

  • Setting up an embedded software environment.
  • Programming control algorithms for motor operation.
  • Testing and debugging the control system.

Best Practices for EV Software Development

  • Maintaining code quality and efficiency.
  • Collaborating within multidisciplinary engineering teams.
  • Documenting and testing software components.

Future Trends and Innovations in EV Software

  • Next-generation AI for fully autonomous electric vehicles.
  • Integration with IoT and smart infrastructure.
  • Predictive maintenance using AI-driven analytics.

Summary and Next Steps

Requirements

  • Proficiency in embedded systems programming.
  • Familiarity with automotive software development.
  • Comprehension of real-time processing and control systems.

Target Audience

  • Software developers specializing in EV applications.
  • Embedded systems engineers within the automotive industry.
  • AI experts focused on autonomous EV technology.
 14 Hours

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