ARA Engine: Alberta Revenue Analytics Framework

The ARA Engine is a sophisticated quantitative framework tailored for the Alberta electricity market, aiming to uncover valuation asymmetries amid the ongoing shift from fossil fuels to renewable energy sources. With the impending 2026 TIER carbon price freeze and the growing integration of large-scale renewables, the market is poised for significant changes, creating opportunities for margin expansion that are often overlooked by traditional equity research.

Investment Thesis

The structural transition in the Alberta power grid introduces notable discrepancies in "Capture Prices," which can misrepresent market valuations. The ARA Engine leverages real-time asset-level data integration to quantify these pricing gaps, offering insights into potential investment opportunities.

Key Features

• Automated Asset Discovery: Provides dynamic mapping of TSX-listed tickers (e.g., CPX.TO, TA.TO) to their corresponding physical AESO generation units.
• Real-Time Revenue Modeling: Estimates cash flow in real-time by analyzing pool price volatility and Total Net Generation (TNG), enhancing valuation accuracy.
• Transition Alpha: Differentiates legacy "Baseload" gas assets from emerging "Capture-driven" wind and solar assets, allowing for more informed investment decisions.

Project Structure

• core/: Contains the main logic for market discovery and valuation engines, ensuring efficient processing of critical data.
• data/: Establishes relational mappings between various market participants and physical assets to facilitate comprehensive analysis.
• tests/: Implements protocols for connectivity verification and data integrity checks, ensuring the robustness of the analytical framework.

Important Notes

Market data utilized by this engine is sourced via the AESO API Gateway. It is essential to emphasize that this project serves analytical and educational purposes, and the author does not assume responsibility for the accuracy of any third-party data or for financial decisions derived from this analysis.