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Technical Analysis & Research

Making Energy Markets Computable: Shadow Prices, LMP, and Market Economics

Published • January 2025 • 22 min read

Understanding the mathematics behind $2,500/MWh electricity prices. A comprehensive analysis of shadow prices, locational marginal pricing, and their economic implications for energy trading and system planning.

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Real-Time Energy Forecasting: From Weather Data to Price Predictions

Coming Soon • February 2025 • ~18 min read

Building ML models for electricity market forecasting with production-ready implementation. Covers data pipeline design, feature engineering, and deployment strategies.

Article in development

Understanding Energy Curtailment Through Linear Programming

Coming Soon • March 2025 • ~15 min read

Breaking down why renewable energy gets curtailed and how optimization models reveal the economic drivers behind grid constraints.

Research in progress

Building Curtailment Models with Python

Coming Soon • April 2025 • ~20 min read

Step-by-step guide to modeling transmission constraints and renewable curtailment using optimization libraries with real ERCOT data.

Code repository in development