Case Studies
Worked examples of AI-assisted power systems analysis.
Longer technical pieces showing what AI can actually do on real engineering problems. Each one walks through a specific question, the workflow used to answer it, and the engineering judgement that goes alongside.
5. Using AI to Introspect an EPRI PSCAD Grid Forming Inverter Model
Using AI to Introspect a PSCAD Grid Forming Inverter Model. An exploration of the EPRI GFM publicly available model.
4. Eigenvalue analysis of the IEEE 39-Bus model in DIgSILENT PowerFactory
An MCP-based eigenvalue analysis of the IEEE 39-Bus model, benchmarking the DIgSILENT implementation against published literature and identifying a model-integrity issue with the PSS wiring.
3. Introspecting a DIgSILENT PowerFactory IEEE 39-Bus model via MCP
An MCP-based interrogation and introspection process for the standard IEEE 39-Bus model in DIgSILENT PowerFactory - showing how an AI with structured access to the model can rapidly build up a complete picture of network topology, dispatch, and controller architecture.
2. AVR model build - from PDF datasheet to a tested PSCAD model with AI
An end-to-end agentic workflow where the AI read a classical synchronous machine AVR set of transfer functions, built the model in PSCAD, designed its own test plan, and iterated until the response matched. A small but telling example of what the direct-interface + agentic combination can do.
1. SSO Analysis - Eigenvalue vs Impedance Scanning
A detailed question and response interrogation into the different tools and methods for analysing sub-synchronous oscillation in modern power systems, comparing responses from Claude Opus 4.7 and ChatGPT 5.4.
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