How FG-GPT Works
AI-powered solar forecasting for ERCOT Texas generation data.
Service Overview
🤖 AI Forecasting
Get accurate solar generation predictions for ERCOT Texas
- • 7 confidence level predictions (quantile forecasts)
- • Forecasts up to 24 hours ahead
- • Fast processing (under 15 seconds)
📊 Output Options
Choose from multiple result formats
- • Interactive charts
- • CSV data files
- • Printable PDF reports
- • JSON API responses
Data Requirements
🏭 ERCOT Texas Data
Works with ERCOT Texas solar generation data (in MW)
Required Data
- timestamp: Format: YYYY-MM-DD HH:MM:SS
- power_mw: Solar generation in megawatts
Requirements
- • At least 1 week (168 hours) of data
- • Hourly time intervals
- • Best for sites with 10MW+ capacity
Sample CSV Format
timestamp,power_mw 2024-01-15 06:00:00,0.0 2024-01-15 07:00:00,1.255 2024-01-15 08:00:00,4.852 2024-01-15 09:00:00,12.508 2024-01-15 10:00:00,21.004
Process Flow
📤
1. Upload
Upload your solar generation data
🧠
2. Analysis
Our AI processes your data
📊
3. Results
View your solar forecasts
Security
🔒 Data Protection
- • HTTPS encryption for all data
- • AWS S3 encryption storage
- • Secure API key access
🛡️ Access Control
- • Unique API keys per user
- • Request rate controls
- • Optional IP restrictions
API Specifications
📡 Endpoints
POST /uploadSend your solar data
POST /predictGet forecast results
⚡ Limits
- • Standard: 10 requests/hour
- • Enterprise: Custom rates
- • Max file size: 5MB standard
- • Enterprise: Larger files
Parameters
Required
- •
csv_file: Your data file - •
horizon: Hours to forecast (1-24)
Optional
- •
site_id: Your site ID - •
capacity_mw: Plant size