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Babysitter bms-development

Battery system design, BMS algorithm development, and validation expertise

install
source · Clone the upstream repo
git clone https://github.com/a5c-ai/babysitter
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/a5c-ai/babysitter "$T" && mkdir -p ~/.claude/skills && cp -r "$T/library/specializations/domains/science/automotive-engineering/skills/bms-development" ~/.claude/skills/a5c-ai-babysitter-bms-development && rm -rf "$T"
manifest: library/specializations/domains/science/automotive-engineering/skills/bms-development/SKILL.md
tags
#battery#bms#ev#state-estimation#thermal-management
source content

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)