grid-resilience

RLC4CLR employs curriculum learning to train a reinforcement learning controller (RLC) for a distribution system critical load restoration (CLR) problem.

Thermal Sentinel Grid: Physical-AI Digital Twin & Autonomous Agentic Dispatch Engine for Substation Transformers & Urban Grid Resilience | FortyGuard Hackathon '26 (Track 03: Industrial & Enterprise)

Generic Restoration Intelligent Milestone

MuleSoft API-led reference architecture for utility grid operations — integrates SCADA, weather, DER, and field systems with governed agent coordination. Reference/demonstration designs, not a production deployment.

A 3-layer spatial optimization framework for the German energy transition. Analyzing energy autarky across 16 states, 4 grid zones, and the national system to identify strategic storage and generation placement (2019–2025+).

Climate data, grid-ready, open NOAA/NASA/USDA inputs for electric utility predictive maintenance.

Carbon-aware MCP scheduler for agentic AI workflows. Defer "do it later" tasks to the cleanest electricity-grid hour inside a deadline — 40–70 % lower CO2, 50 % cheaper via Batch APIs. Apache-2.0.

Developed a hybrid Benders-QAMOO workflow on the IEEE-33 distribution bus network, co-optimizing grid resilience, capital installation cost, and operational voltage control for microgrid and storage siting decisions.

WebMCP challenge demo for safe, human-approved microgrid restoration planning.

Individual Project Dissertation: Reforming the UK Energy Market for Sustainable Development. Integrating renewables, fair pricing, and demand-side response (HRES scenario modelling in MATLAB).

Interactive Streamlit & PyTorch power grid stress testing dashboard simulating Black Swan load spikes.

Forecasting county power outage ratios from weather. Weather beats persistence only past ~24h — so the model blends them at a fitted, lead-dependent weight. EAGLE-I ground truth, ECMWF IFS HRES forecasts, fully reproducible pipeline

Evidence-gated grid restoration runbooks on GenLayer Bradbury

A working QAOA demonstrator built to find where classical simulation of quantum algorithms actually runs out — and what that means for the hardware you need to develop them.

Strategic Mitigation of Existential Grid Failure Risks - Self-Powered Decay Heat Removal for Nuclear Spent Fuel Pools

SETU (Solar Event To Utility) is an early warning system for the power grid, for solar storms.