Data Integration for Renewable Energy

Connect distributed wind, solar, and battery assets to optimize performance, enable predictive maintenance, and ensure grid compliance with robust data pipelines.

Industry-Specific Outcomes

Predictive maintenance for wind turbines and solar arrays

SCADA monitoring and grid integration

Battery storage dispatch and revenue optimization

Renewable energy forecasting with weather data

Asset performance management across distributed portfolios

Popular Connector Workflows

Source System
Destination
Use Case
OpenWeather
Snowflake
Solar and wind forecasting with weather data
Postgres
BigQuery
SCADA data analytics and grid performance reporting
HTTP Request
InfluxDB
IoT sensor data for predictive maintenance
NASA
Snowflake
Climate data integration for site selection
Postgres
Redshift
Asset management and maintenance tracking

Renewable Energy Data Pipeline Architecture

Unified pipeline connecting SCADA systems, IoT sensors, weather APIs, and grid data to analytics platforms for optimization and compliance reporting.

Without such an integrated 360-degree view of customer engagement data, it was challenging for internal product teams to reach the right customers at the right time through push notifications or email messages. With Airbyte, we were able to save up to 10% of the marketing budget. In addition, the savings obtained with Airbyte helps the company reinvest into the business to lead to a higher return on marketing investment.
Konrad Schlatte
,
Data Engineer
,
PensionBee

Compliance Considerations

  • NERC CIP standards with network segmentation and encryption

  • FERC Order 887 internal network security monitoring

  • IEC 62351 encrypted power system communications

  • NIST Cybersecurity Framework for critical infrastructure

Recommended Connectors

See all connectors

Salesforce

CRM data for customer installations, service contracts, and project management

Openweather

Weather data for solar and wind energy production forecasting

SAP

ERP system for asset management, operations, and maintenance tracking

Google PubSub

Streaming data from IoT sensors on solar panels and wind turbines

Snowflake destination

Data warehouse for energy production analytics and operational reporting

BigQuery

Data warehouse for large-scale energy data analysis and forecasting models

Related Resources

IoT Data Integration

Time Series Data

Real-time Data Processing

Weather Data Stack with dbt, Dagster and BigQuery

Optimize Renewable Energy Operations

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