Multi-Domain Simulation for EV Powertrain and Battery Design Training by Tonex
This training provides insights into multi-domain simulation for electric vehicle (EV) powertrain and battery design. Participants will learn modeling techniques, system integration, and performance optimization. The course covers powertrain components, battery dynamics, and energy efficiency strategies. It explores thermal management, control algorithms, and predictive analytics. Attendees will understand real-world challenges and solutions for EV system design. The training equips professionals with practical knowledge to enhance EV development and innovation.
Audience:
- Automotive engineers
- EV design professionals
- Battery system engineers
- Powertrain specialists
- R&D engineers
- Energy management professionals
Learning Objectives:
- Understand multi-domain simulation for EV powertrain design
- Explore battery modeling and performance analysis
- Learn energy efficiency and thermal management strategies
- Apply control algorithms for powertrain optimization
- Analyze predictive analytics for EV system enhancement
Course Modules:
Module 1: Introduction to Multi-Domain Simulation
- Overview of multi-domain simulation in EV design
- Importance of system-level modeling
- Fundamentals of powertrain and battery interaction
- Role of multi-physics in EV development
- Key challenges in EV powertrain simulation
- Industry trends in multi-domain simulation
Module 2: EV Powertrain System Modeling
- Basics of EV powertrain architecture
- Modeling electric motors and inverters
- Power electronics and energy conversion
- Transmission system simulation techniques
- Regenerative braking and energy recovery models
- System integration for optimal performance
Module 3: Battery Modeling and Performance Analysis
- Battery types and their characteristics
- State of charge (SOC) and state of health (SOH) modeling
- Battery aging and lifecycle prediction
- Thermal effects on battery performance
- Energy storage and power management strategies
- Simulation tools for battery analysis
Module 4: Energy Efficiency and Thermal Management
- Heat generation in EV powertrain components
- Cooling system modeling for thermal efficiency
- Energy loss reduction techniques
- Impact of temperature on battery life
- Optimization of HVAC and thermal control systems
- Smart energy distribution for performance improvement
Module 5: Control Algorithms for Powertrain Optimization
- Advanced control strategies for powertrain efficiency
- Real-time monitoring and adaptive controls
- Power split optimization for hybrid systems
- Dynamic torque control for motor efficiency
- Integration of AI in EV control systems
- Case studies on powertrain optimization
Module 6: Predictive Analytics for EV System Enhancement
- Role of AI and machine learning in EV design
- Data-driven modeling for powertrain performance
- Predictive maintenance for battery and motors
- Real-time diagnostics and fault detection
- Cloud-based analytics for EV system monitoring
- Future trends in predictive EV simulations
Enhance your expertise in EV powertrain and battery design with Tonex. Gain hands-on knowledge of multi-domain simulation and optimization techniques. Enroll today!