Predictive Analytics

Predictive Analytics

Turning Renewable Energy Data Into Operational Intelligence

Jouvoli transforms complex renewable energy data into precise, real-time decisions.

Why Predictive Analytics matters

Operators need reliability. Investors need performance. Markets demand precision.

Our platform bridges these needs through high fidelity forecasting, automated performance insights and fully integrated optimization tools tailored to renewable assets and modern energy systems.

Forecasting Engine

High-Accuracy, Site-Specific Forecasts Anywhere in the World

Our forecasting solution combines advanced machine learning, satellite driven irradiance modeling, and deep understanding of solar geometry.

Each forecast is automatically adapted to site specific characteristics ensuring outputs reflect the actual physical environment of your asset.

Key Capabilities

  • Multi-Provider Weather Integration
  • Solar Geometry Modeling
  • Global Coverage: Site-specific forecasts for any location worldwide.
  • Flexible Time Resolutions: Sub-hourly, hourly, and daily forecasts aligned with market and operational intervals.
  • Wide Forecast Horizons: Up to 120 hours ahead, updated hourly (or customized to your needs).
  • High Accuracy: Mean Absolute Error: ±5% (hour-ahead) ±7% (day-ahead).
  • Continuous Bias Correction Machine-learning models that actively learn from new data streams, reducing systematic errors over time.
  • Adaptive to Market Requirements: Time resolution matches the target electricity market (e.g., 5-min, 15-min, 30-min, 1-h).

Device-Level Predictive Maintenance

Early Detection, Zero Guesswork

We compare live operational data against expected behavior at the component level, enabling early identification of degradation and failures.

PV Inverter Analytics

  • Thermal behavior analysis
  • Electrical signature monitoring
  • Real-time efficiency curve tracking
  • Manufacturer specific degradation modeling

Battery Energy Storage (BESS)

  • Cell-level health monitoring
  • Cycle optimization for extended lifetime
  • Charge/discharge anomaly detection
  • Thermal management validation

Market-Integrated Optimization

Predict. Position. Profit.

Our analytics engine synchronizes production forecasts with energy market prices creating a seamless bridge between physical assets and financial opportunity.

Capabilities

  • Real-time market price integration
  • Automated charge/discharge optimization for BESS
  • Load-shifting algorithms for flexible consumption
  • Counterfactual performance modeling to quantify real savings

 

Operators get clarity. Investors get transparency. Assets get smarter.

A Data Science Core Built for Reliability

Behind the scenes, a robust analytics and MLOps layer ensures every forecast, metric, and recommendation is grounded in rigorous science.

Including:

Probability of regret < 0.001

Contact us to discover how Jouvoli’s integrated data science platform can transform your renewable energy operations and deliver rapid ROI for your business.
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