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Battery Management System Skill
Purpose
Provide comprehensive battery system design and BMS algorithm development capabilities for electric vehicle applications including state estimation and thermal management.
Capabilities
Cell characterization data analysis (HPPC, capacity, OCV)
State-of-Charge (SoC) estimation algorithms
State-of-Health (SoH) estimation methods
Cell balancing strategy implementation
Thermal management system sizing
Battery pack electrical design
Fault detection and diagnostics
Abuse testing scenario definition
Usage Guidelines
Characterize cells across full temperature and SOC range
Validate SoC algorithms against reference methods
Design thermal management for worst-case conditions
Implement robust fault detection for safety
Consider cell aging in lifetime predictions
Document battery specifications and safety limits
Dependencies
GT-SUITE
AVL CRUISE M
MATLAB/Simulink
Battery testing equipment
Process Integration
PTE-001: Battery System Design and Validation
PTE-004: Powertrain Calibration and Optimization
SAF-001: Functional Safety Development (ISO 26262)
