Energy Intelligence
LiveGreen Finance Modeller
Physics-to-finance renewable energy investment platform covering PV, BESS, carbon tax, blended finance, and environmental impact.
Problem
Renewable energy project teams and financiers need a single platform that connects physical system modelling with bankable financial outputs without rebuilding assumptions across separate tools.
Solution
Green Finance Modeller integrates a PV physics engine (single-diode IV model, NASA POWER TMY data) with full project finance, BESS, carbon tax, blended finance, and environmental impact modules in one deployed Streamlit platform.
Users
- Energy investors
- Project finance teams
- DFI analysts
- IPP developers
- Green finance advisers
Business Model
Project finance advisory tooling, DFI and blended finance structuring support, institutional analytics licensing, and subscription access for energy and infrastructure teams.
Contact
Architecture
Eleven-page Streamlit application backed by nine Python engine modules covering PV physics, energy yield (P50/P90), project finance, private PPA, BBBEE, construction finance, BESS, carbon tax, blended finance, and environmental impact.
Technology Stack
- Python
- Streamlit
- NASA POWER API
- Single-diode PV model
- Pandas
- Quantitative modelling
George's Role
Product architect and builder responsible for physics model integration, financial engine design, module architecture, and deployed platform direction.
Live Models
Deployed quantitative model apps
Proof Points
- Live deployed Streamlit platform with eleven pages and nine engine modules.
- PV physics engine uses the single-diode model with NASA POWER TMY irradiance data at any lat/long.
- Covers P50/P90 energy yield, IV curve, annual generation, BESS sizing, carbon tax, and blended finance structuring.
- Integrates BBBEE scoring, private PPA structuring, and construction finance into a single project finance workflow.
Roadmap
- Expand battery and hybrid system modelling.
- Add wind resource integration alongside PV.
- Package outputs for bankable feasibility reports and DFI submission formats.
- Extend carbon credit and voluntary carbon market modules.
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