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1. germany-grid-pipeline germany-grid-pipeline Public

   Ingests public SMARD time series, lands raw data in Amazon S3, and transforms it through a medallion architecture (Bronze/Silver/Gold) using PySpark and Delta Lake for analytics and downstream use.

   Python

2. Energy-Consumption-Forecasting-with-PySpark Energy-Consumption-Forecasting-with-PySpark Public

   A comprehensive machine learning project for forecasting household energy consumption using Apache Spark/PySpark. This project demonstrates end-to-end ML pipeline development from data extraction …

   Jupyter Notebook

3. planung_langfristiger_MS_Netze planung_langfristiger_MS_Netze Public

   Iterative, cost-aware medium-voltage grid expansion for a pandapower Bielefeld model—N‑1–oriented analysis, line upgrades, and VDE-AR-N 4105 reactive power—in a university course on long-term MV pl…

   Python

4. powerflow-evs2-a8 powerflow-evs2-a8 Public

   380 kV three-bus delta network — AC load flow in Python (pandapower) and phasor model in Simulink; RWTH EVS II Ü8 “transmission bottleneck” exercise.

   Python

5. IG_Database_Clone IG_Database_Clone Public

   A SQL project simulating an Instagram-like database, showcasing key concepts such as schema design, many-to-many relationships (e.g., followers, likes), CRUD operations, and joins. Includes tables …

6. scigrid-optimization-powerflow scigrid-optimization-powerflow Public

   PyPSA SciGrid-DE tutorial in code: rolling LOPF, dispatch & storage plots, line loading, LMPs, wind curtailment, then AC Newton PF after fix_optimal_dispatch. Heavily commented; plots use bus x/y (…

   Python