Engineering

Engineering, organised by domain.

From the semiconductor die to the energy system. Each domain gathers the Hub artifacts, articles and Academy stages that apply to it.

Two directions of discovery

Engineering domain × artifact type

Browse by domain here, or by artifact type in the Hub — both lead to the same artifacts.

Number of Hub artifacts by engineering domain and artifact type
Domain ↓ · Type → Data Models Designs Tools & Agents Labs
Devices 1 · · · ·
Magnetics 1 · 1 1 ·
Converters · 3 2 3 1
Control · 1 · 1 ·
Energy Storage · · · · ·
Microgrids · · · · ·
Energy Systems · · 1 · ·
01 · 1 artifacts

Devices

Power semiconductors, characterisation, losses and reliability.

Database Usable

AIPE Semiconductor Database

aipe.semiconductor-database

Canonical V3 power semiconductor records with SI curves, source rights, evidence lineage and a conservative Core candidate adapter.

Domain
Devices
Integration
Mapped
  • semiconductor-data
  • semiconductor-query
  • semiconductor-core-candidate-export

Source: Registry

02 · 3 artifacts

Magnetics

Cores, windings, inductors, transformers and current sensing.

Database Scaffold

AIPE Magnetics Database

aipe.magnetics-database

Evidence-first magnetic material, geometry, winding, component, loss-model and measurement record scaffold with explicit SI units.

Domain
Magnetics
Integration
Mapped
  • magnetics-record-schema
  • magnetics-data-import
  • magnetics-data-validation

Source: Registry

Reference design Reference

PCB Rogowski coil

Principles, geometry, winding patterns and design considerations for a PCB Rogowski coil current transducer.

Domain
Magnetics

Source: AIPE website

Skill collection Prototype

AIPE Simulation Skills

aipe.simulation-skills

Engineering-purpose simulation, control, CAD, PCB and field-analysis skills with an open-source default and preserved optional proprietary workflows.

Domain
Magnetics · Magnetics · Magnetics
Integration
Mapped
  • averaged-control-analysis
  • switching-circuit-simulation
  • mechanical-packaging
  • +3

Source: Registry

03 · 9 artifacts

Converters

Topologies, steady-state design, simulation and wireless power.

Simulation model Draft

Open-loop converter netlists

LTspice teaching netlists for nine converter stages with generic lossy elements. Each file states that native LTspice execution is pending; none is a validated hardware BOM.

Domain
Converters
  • LTspice

Source: AIPE website

Analytical model Draft

Ideal CCM analysis scripts

MATLAB teaching scripts for ideal continuous-conduction buck, boost, buck-boost and flyback stages with a resistive load. They require MATLAB and the Control System Toolbox.

Domain
Converters · Converters
  • MATLAB

Source: AIPE website

Analytical model Draft

LLC first-harmonic gain curves

First-harmonic-approximation gain curves for an LLC resonant converter. Runs in MATLAB or GNU Octave without a toolbox.

Domain
Converters
  • MATLAB
  • GNU Octave

Source: AIPE website

Reference design Reference

DAB converter design reference

Design workflow for a dual-active-bridge stage covering devices, magnetics, control and validation planning. Linked tutorials are analytical teaching drafts.

Domain
Converters

Source: AIPE website

Tool Usable

AIPE Sketch

aipe.sketch

Render explicit electrical Circuit IR into connectivity-checked SVG schematic artifacts with provenance.

Domain
Converters
Integration
Mapped
  • schematic-generation
  • circuit-connectivity-validation

Source: Registry

Skill collection Prototype

AIPE Simulation Skills

aipe.simulation-skills

Engineering-purpose simulation, control, CAD, PCB and field-analysis skills with an open-source default and preserved optional proprietary workflows.

Domain
Converters · Converters · Converters
Integration
Mapped
  • averaged-control-analysis
  • switching-circuit-simulation
  • mechanical-packaging
  • +3

Source: Registry

Agent Prototype

AIPE Design Agent

aipe.design-agent

Incrementally orchestrate evidence-linked engineering work through Core state and Registry capabilities while retaining existing PEA calculators and interfaces.

Domain
Converters
Integration
Mapped
  • engineering-orchestration
  • operating-point-analysis
  • converter-concept-calculation

Source: Registry

Lab Available

Predict and check an ideal buck converter

Predict duty ratio, output current and inductor ripple for an ideal 24 V to 12 V buck, then check them with an open Python script. No commercial licence, API key or hardware is needed.

Domain
Converters
Suggested time
45 min

Source: AIPE Academy

04 · 2 artifacts

Control

Averaged models, loop design and digital control debugging.

Analytical model Draft

Ideal CCM analysis scripts

MATLAB teaching scripts for ideal continuous-conduction buck, boost, buck-boost and flyback stages with a resistive load. They require MATLAB and the Control System Toolbox.

Domain
Control · Control
  • MATLAB

Source: AIPE website

Skill collection Prototype

AIPE Simulation Skills

aipe.simulation-skills

Engineering-purpose simulation, control, CAD, PCB and field-analysis skills with an open-source default and preserved optional proprietary workflows.

Domain
Control · Control · Control
Integration
Mapped
  • averaged-control-analysis
  • switching-circuit-simulation
  • mechanical-packaging
  • +3

Source: Registry

05 · 0 artifacts

Energy Storage

Battery and storage interfaces for power conversion systems.

No Hub artifacts are tagged with this domain yet. Contribute one →

06 · 0 artifacts

Microgrids

DC, AC and hybrid microgrids, control and energy management.

No Hub artifacts are tagged with this domain yet. Contribute one →

07 · 1 artifacts

Energy Systems

Solid-state transformers, system integration and grid interfaces.