ScriptAI for Codev1.0

Energy Forecast Script

by Community · open-source · Last verified 2026-03-17

Forecasts electricity demand and renewable generation (solar/wind) using Temporal Fusion Transformer or N-HiTS via NeuralForecast, with weather feature integration and probabilistic intervals for grid balancing. Outputs 24-hour and 7-day ahead forecasts in an InfluxDB-compatible format.

https://github.com/Nixtla/neuralforecast ↗

C—Below Average

Adoption: CQuality: AFreshness: ACitations: CEngagement: F

Specifications

License: Apache-2.0
Pricing: open-source
Capabilities: tft-forecasting, probabilistic-intervals, weather-features, influxdb-export
Integrations: neuralforecast, pandas, influxdb-client, open-meteo-api
Use Cases: grid-balancing, renewable-curtailment, energy-trading
API Available: No
Language: python
Dependencies: neuralforecast, pandas, numpy, influxdb-client, requests
Environment: Python 3.10+, CUDA optional
Est. Runtime: Training: 30-120 min; inference: <1s
Tags: energy, demand-forecasting, time-series, neural-forecast, renewables
Added: 2026-03-17
Completeness: 100%

Index Score

46.1

Adoption

Quality

Freshness

Citations

Engagement

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