Ionworks Battery Parameter Pipeline documentation

Ionworks Battery Parameter Pipeline (ionworkspipeline) provides a workflow for parameterizing PyBaMM battery models from experimental data. The workflow is designed to be modular and flexible, so that users can easily modify the workflow to suit their needs and available data.

• API documentation
  • Calculations
  • Data Fits
  • Direct Entries
  • Library
  • Pipeline
  • Pipelines
  • Preprocessing functions
  • Utilities
  • Workflows
• User Guide
  • Design Principles
  • Terminology and standards
  • Style Guide
  • Tricks to improve fits
• Basic features
  • Getting started
  • 1. Half-cell OCP
  • 2. Full-cell OCV
  • 3. Half-cell GITT
  • 4. Full-cell validation
• Advanced features
  • Using callbacks in objectives
  • Combining Objectives example
  • Data Fit example
  • Fitting diffusivity
  • EIS fiting
  • Exchange-current density from resistance
  • Fitting features in GITT data
  • Interactive optimizer
  • Parameter library
  • Fitting LAM in composite electrodes
  • Fitting OCP hysteresis
  • Half-cell OCP fitting
  • Particle Swarm Optimizer
  • Weighted cost functions