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EWIIS3 Python Scripts

This repository contains Python scripts of the EWIIS3 broker for predicting electricity demand and the imbalance of the grid using SARIMAX time series models.

Installation

  1. run make initialize

database setup

configure the values in the .env file in the main directory

DB_USER=<user>
DB_HOST=127.0.0.1
DB_PW=<password>
DB_PORT=3306
DB_SCHEMA=ewiis3

start training and predicting

  1. run make start_training_models
  2. run make start_predicting

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