QSQuantSpace

Energy Intelligence

Live

Green 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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