AIPE Labs Resource Index

AIPE Labs is building an open Power Electronics AI ecosystem — from device to converter to grid. This Markdown file is the agent-readable index of the tools, packages, specialist agents, datasets, design references, and engineering notes we publish.

How to Use This Index

Give your coding agent this URL:

https://aipel.co.uk/aipe.md

Then describe the engineering task you want to complete. For example:

Read https://aipel.co.uk/aipe.md, find the relevant AIPE Labs resources, and help me plan a magnetic finite-element analysis for a DAB converter.

The agent should treat linked resources as engineering references, check the licence and documentation of each source, and verify important outputs against original datasheets, models, simulations, standards, and measurements.

Open-Source Tools, Packages, and Agents

AIPE Labs on GitHub — Power electronics packages, skills, specialist agents, and engineering tools under active development.
Spirit-Connect-AIPE-Labs — Source repository for this website and resource index.

Power Engineering

Devices and Characterisation

Devices — Semiconductor device testing, modelling, and electrical and thermal characterisation for SiC, GaN, and Si devices.
Device Characterisation — Switching characteristics, switching losses, thermal resistance, and junction-temperature analysis.
Transistor Database — Power semiconductor device data and selection references.

Magnetics and Measurement

Magnetics Database — Magnetic components, core materials, and design data.
PCB Rogowski Coil — Current-transducer design reference for power electronics measurement and validation.

Converters and Control

Converters — Converter topologies, magnetics sizing, control synthesis, and multi-objective optimisation, including LLC, DAB, multilevel DC-AC, and interleaved buck/boost converters.
Dual Active Bridge Design Reference — DAB converter design reference covering devices, magnetics, and control.
Solid-State Transformer Design Reference — Modular solid-state transformer architecture and system-integration reference.

Systems, Microgrids, and Energy Storage

Microgrids — DC distribution networks, AC/DC microgrids, system integration, and mission-profile design.

Prototype Design References

Prototype Design References — Hardware prototypes, engineering references, and AI-assisted design material.

Guides and Updates

Use AIPE Labs with Your Coding Agent — Instructions and examples for using this index with Claude, Codex, Cursor, or another web-enabled agent.
Blog — Engineering notes and project updates.
News — AIPE Labs milestones and collaboration updates.

About and Collaboration

About AIPE Labs — Mission, direction, and the design loop between AI and power infrastructure.
Frequently Asked Questions — Current scope, limitations, access, data handling, and contribution guidance.
Contact — Research collaboration, engineering pilots, open-source contribution, and strategic partnership enquiries.

Project Status

AIPE Labs is under active development. The public resources linked above are available now; coverage and maturity vary by topic. New tools, agents, datasets, and validated workflows will be added to this index as they are published.