Live NOAA Analysis

Live wind outlook explorer

Explore real-time NOAA/NWS observations, turbine-inspired wind capacity-factor estimation, and deployable backend outlook analysis powered by preserved Spark pipeline artifacts.

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Portable Backend Service

Live Wind Outlook

This service calls live NOAA/NWS observations, converts wind speed into estimated capacity factor, compares current conditions against preserved Spark pipeline artifacts, and returns a next-24-hour outlook range. It does not retrain or serve the Spark MLlib model.

Live NOAA observations + turbine-inspired power curve + preserved Spark pipeline artifacts.

Live NOAA observations

Current wind speed, wind direction, temperature, and observation timestamps are fetched directly from the NOAA/NWS API.

Power-curve estimation

Wind speed is converted into estimated wind potential using turbine-inspired cut-in, rated, and cut-out operating regions.

Portable backend analysis

The backend combines live observations with preserved Spark-generated artifacts for historical contextualization and short-term outlook estimation.