A sample power system was modeled using MATLAB Simulink and all six types of faults were introduced into the transmission line of the power system. An ML classifier using 8 types model was implemented using sklearn and an appropriate model was selected as the end model for each problem.
Website with accessible graphs of Greece's electrical grid state. Developed as a personal project. Based on my thesis at AUTh.
API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS Python API
Electrical Engineering Formulas in Python
A data analytics project created for Drake University's STAT 190 "Case Studies in Data Analytics"
Evaluated the economic viability of solar panels versus generators for high-load GPU Bitcoin mining in South Africa. The analysis incorporates financial, microeconomic, and macroeconomic perspectives to determine the most cost-effective and sustainable energy solution.
Electrical Engineering Formulas in Python
This project is for Energy Systems Analysis 1 course and performs power flow analysis on an electrical grid using various scenarios and constraints.
Womanium Quantum+AI For Climate 2024 Project: Quantum Algorithms to Optimize the Electrical Grid
Definition of default MapYourGrid MapCSS files and tools for generating customized MapCSS styles for electrical transmission networks in JOSM (Java OpenStreetMap Editor).
A curated list of global electrical grid maps, datasets and resources.
GElectrical is a free and opensource electrical system analysis software for LV/MV electrical distribution networks.
Extract data from ISOs and other energy grid sources
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