Optimize Energy Trading with Virtual Power Plant Technology
Advanced forecasting, real-time dispatch optimization, and electricity market analytics for renewable energy portfolios.
- Market price forecasting with 95%+ accuracy
- Real-time dispatch optimization for solar & battery assets
- Project economics calculation for investment decisions
- Weather data integration for precise forecasting
Virtual Power Plant Core Capabilities
Advanced energy trading tools powered by the Ona Power Tools package
Market Price Forecasting
Predict day-ahead electricity market prices with machine learning models
- Time series forecasting using LSTM and Prophet models
- Integration with regional market data sources
- Confidence intervals for risk assessment
- Historical price pattern recognition
Dispatch Optimization
Optimize utilization of solar, battery, and grid resources
- Hybrid asset dispatch optimization
- Revenue maximization algorithms
- Battery state-of-charge management
- Constraint-based optimization
Project Economics
Calculate financial metrics for energy projects
- NPV and IRR calculations
- Market revenue projections
- Risk-adjusted return analysis
- Scenario modeling tools
Weather Data Processing
Download and process weather data for energy forecasting
- Multi-source weather data integration
- Solar irradiance forecasting
- Wind speed and direction prediction
- Extreme weather event detection
Generation & Load Forecasting
Train and use models to forecast both generation and load profiles
- Solar and wind generation prediction
- Load profile forecasting
- Ensemble model approaches
- Automated model retraining
Data Interpolation & Ingestion
Fill gaps and smooth time-series data with advanced techniques
- Advanced interpolation algorithms
- Real-time data ingestion pipelines
- Data quality assessment
- Outlier detection and removal
Proven Trading Results
Real-world impact from Virtual Power Plant implementations
Utility-Scale Solar Portfolio
250MW portfolio across three states using Ona VPP for day-ahead market participation.
Wind Farm Operator
80MW wind facility optimizing real-time dispatch with integrated weather forecasting.
Energy Trading Firm
Using Ona VPP APIs to enhance proprietary trading algorithms for renewable assets.
Community Solar Aggregator
Managing 50+ distributed solar installations with consolidated forecasting and dispatch.
Virtual Power Plant
Coordinating 500+ behind-the-meter batteries with real-time market signals.
Energy Retailer
Optimizing renewable energy procurement with advanced forecasting capabilities.
Ready to Optimize Your Energy Trading?
Join leading renewable energy operators who've increased trading margins by 15-25% with Ona Virtual Power Plant technology.