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EdgarACarneiro / feup-aiad

Multi-agent system for simulating an Energy Market, with Consumers, Brokers, and Producers :zap::zap: In collaboration with @AndreFCruz and @xfontes42

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FEUP-AIAD

feup-aiad

Modelling an electricity market with JADE + Repast + Sajas ⚡

High-level Architecture

architecture

Agent's Behaviours / Strategies

behaviours

Multi-Agent System Slides: here and here

Data-Mining Slides: here and here

Data Mining approach aimed at predicting a Consumer's behaviour class (Normal/Lazy/Ecological) from its previous contracts.

We achieved an accuracy of 85% with a rolling window of the 5 previous contracts (with Gradient Boosted Trees).

Authors:

  • @AndreFCruz
  • @EdgarACarneiro
  • @xfontes42

About

Multi-agent system for simulating an Energy Market, with Consumers, Brokers, and Producers :zap::zap: In collaboration with @AndreFCruz and @xfontes42

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