Data Integration for Renewable Energy Power Generation

Unify SCADA data, weather feeds, and operational systems for operational forecasting, grid management, and multi-site renewable portfolio optimization.

Industry-Specific Outcomes

Solar and wind generation forecasting with weather data integration

Multi-site renewable portfolio monitoring and performance analytics dashboards

Predictive maintenance for turbines and inverters using SCADA data

Energy storage optimization for frequency regulation and revenue maximization

Grid integration and distributed energy resource coordination analytics

Popular Connector Workflows

Source System
Destination
Use Case
PostgreSQL
Snowflake
SCADA data centralization for multi-site portfolio analytics
OpenWeather
BigQuery
Solar irradiance forecasting and generation predictions
S3
Kafka
Turbine sensor data streaming for fault detection
PostgreSQL
BigQuery
Energy storage dispatch optimization and revenue tracking
MySQL
Snowflake
Grid operator market data integration for pricing analytics

Renewable Energy Data Pipeline Architecture

Integrate SCADA systems, weather APIs, and IoT sensors into centralized analytics platforms for operational monitoring and forecasting.

Using Airbyte has been a great help with the Stripe integration — the UI is convenient to use, and we can set everything up more quickly. In addition, the documentation that Airbyte provides is awesome, and that makes it easy to figure stuff out. There is ample support from the Airbyte community in terms of getting started and troubleshooting. I can search for a specific topic and immediately find relevant answers.
Tamas Szuromi
,
Product Manager
,
CodeSandbox

Compliance Considerations

  • NERC CIP cybersecurity standards for grid-connected assets

  • FERC reporting requirements for generation facilities

  • Regional grid operator data exchange protocols

  • Critical infrastructure data protection and access controls

Recommended Connectors

See all connectors

Salesforce

CRM for power purchase agreements and customer management

ERP for asset management and operations

Openweather

weather forecasting for production planning

Oracle DB

operational and SCADA system data

Snowflake destination

central data warehouse for analytics

Databricks Lakehouse

advanced analytics and ML for optimization

Related Resources

Weather Data Stack with dbt Dagster and BigQuery

Real-Time Data Processing

Time Series Data

IoT Data Integration

Accelerate Renewable Energy Operations

Move faster with secure, compliant, and open-source data integration.