Our AI-Powered Forecasting Technology
AI algorithms developed in-house for hydroelectric power plants, delivering 15-30% more accurate energy production forecasts.
Renewasoft delivers precise production forecasts for day-ahead and intraday markets using AI models developed entirely in-house for hydroelectric power plants. Our deep learning models, fed by meteorological data, hydrological simulations and real-time SCADA data, reach 88-94% accuracy compared to traditional methods. Running on Google Cloud's enterprise infrastructure, our system delivers secure and scalable service.
Accuracy Rate
Better Forecasting
API Response Time
Enterprise Cloud Infrastructure
The Renewasoft platform runs on Google Cloud Platform's enterprise-grade infrastructure services, providing high security, a 99.9% uptime guarantee, and unlimited scalability.
Our AI Models: In-House Forecasting Algorithms
Renewasoft's core competitive advantage is the proprietary AI algorithms and hydrological models developed by our own R&D team. Our hybrid approach, combining physics-based simulations with deep learning models, is unique in the industry.
Physics-Based Hydrological Models
- Watershed simulation and flow forecasting
- Snowmelt and soil moisture calculations
- Dam reservoir dynamics
- Turbine performance models
Deep Learning Algorithms
- LSTM Networks: Learn long-term dependencies for time-series forecasting
- Ensemble Modeling: Most stable forecasts via weighted average of 5 different models
- Transfer Learning: Fast model adaptation per plant
- Continuous Learning: Models update themselves with every new data point
Feature Engineering
- Meteorological: Temperature, pressure, precipitation, wind (7-day history + forecasts)
- Hydrological: Water level, flow rate, snow cover, soil moisture
- Operational: Turbine status, historical performance, maintenance plans
- Market: EPİAŞ prices, grid demand signals
Technical Specifications
Real-Time and Scalable Performance
- API response time
- <100ms
- Forecast update
- every 15 minutes
- Concurrent plant management
- 100+
- System availability
- 99.9%
Integrations
- Özellik 1
- Automated EPİAŞ data retrieval
- Özellik 2
- SCADA systems (Modbus, OPC UA, IEC 61850)
- Özellik 3
- Easy integration via RESTful API
- Özellik 4
- Webhook support (automated notifications)
Security
- Özellik 1
- Enterprise-grade encryption
- Özellik 2
- Multi-factor authentication
- Özellik 3
- Role-based access control
- Özellik 4
- KVKK and GDPR compliant
Our Future Roadmap
We continue to grow our product with a mindset of continuous development and innovation.
Advanced Language Model Integration
Google Gemini API integration for natural language querying and automated report generation.
Multi-Source Energy
Adding wind and solar energy forecasting models.
Autonomous Optimization
Automated decision support system powered by Reinforcement Learning.
Regional Expansion
Adaptation for the Balkans and Central Asian countries.
5 Reasons We Chose Our Infrastructure Provider
AI Leadership
Vertex AI is one of the world's most advanced machine learning platforms. TPU access and automated optimization tools are critical for training our models.