Integration for Home Assistant to fetch day ahead energy prices from European countries via ENTSO-e Transparency Platform
Transforms electricity spot price into thermostat control signal. Home Assistant custom component.
Live Belgian electricity prices for homeassistant
Support Sustainable Computing to provide customer with metrics for their carbon footprint workload
Multi-country energy price forecasting system with event awareness and data quality guards.
Self-hosted energy monitoring, cost tracking and smart automation for Shelly EM / 3EM. Flask web app with 23 dashboards, dynamic spot tariffs, real ENTSO-E CO₂ intensity, PV/solar, NILM appliance detection, MQTT/Home Assistant, InfluxDB/Prometheus, iOS widget. No cloud, no subscription.
Self-hosted EV charge tracker with vehicle API integration (Kia, Hyundai, Tesla, VW group, Renault, Polestar +more). Dashboard, PDF reports, ENTSO-E CO2, multi-language. Flask + SQLite.
Nordic power trading tools (SE3/SE4): imbalance heatmaps, DA↔imbalance, spread monitor, battery-lite sim.
European market spot price forecasts via Monte Carlo analysis and Geometric Brownian Motion. Quantitative insights for a volatile energy future.
Optimal day-ahead dispatch for grid-scale batteries (BE/NL) — MILP arbitrage net of degradation, with conformal price forecasts and data/solver reliability guards.
Keep track of the market price of electricity
Half-hourly 48-hour electricity grid demand forecasting system — Prophet + LSTM hybrid model trained on ENTSO-E load data and Open-Meteo weather, streamed via Kafka, stored in InfluxDB, orchestrated with Airflow, tracked in MLflow, and served through a FastAPI endpoint and live Grafana operator dashboard. Fully containerised with Docker Compose.
Public model cards (Voltcrown v7.9 + lineage) and a dependency-light forecasting toolkit for the ENTSO-E load-forecast challenge — with OpenSSF Scorecard hardening.
Multi-agent AI chatbot over real European electricity market data (ENTSO-E) — text-to-SQL analytics plus a leakage-safe rolling z-score anomaly detection agent with rule-based, explainable root-cause analysis. FastAPI + PostgreSQL backend, React frontend, powered by OpenRouter.
Availability-aware European gas-market research engine integrating storage, LNG, weather, power and carbon data for leakage-resistant volatility forecasting, robust inference and cost-aware backtesting.
Home Assistant integration for ENTSO-E delivering energy price forecasts.
⚡ Dynamische Strompreise für Österreich in 15-Minuten-Auflösung — Web-App, Android-App und PC-Widget. Mit eigenem Verbrauch, Monatsvergleich gegen Fixtarif und SNAP-Rabatt.
European electricity market data fetching and forecasting toolkit powered by the ENTSO-E Transparency Platform API · Streamlit dashboard · Linear Regression · CLI tools
How predictable is the German day-ahead power market, what is a good forecast worth, and can scheduled events move it? Real market and grid data, explicit baselines, honest nulls. By Adrian Lehmann · linkedin.com/in/adrianlehmann
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