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Multi-agent system for simulating an Energy Market, with Consumers, Brokers, and Producers ⚡⚡ In collaboration with @EdgarACarneiro and @xfontes42

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Name		Name	Last commit message	Last commit date
RapidMiner		RapidMiner
RapidMinerCurated		RapidMinerCurated
datasets		datasets
docs		docs
imgs		imgs
libs		libs
logs		logs
scripts		scripts
src		src
.gitignore		.gitignore
AIAD.iml		AIAD.iml
README.md		README.md

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FEUP-AIAD

Modelling an electricity market with JADE + Repast + Sajas ⚡

High-level Architecture

Agent's Behaviours / Strategies

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 ⚡⚡ In collaboration with @EdgarACarneiro and @xfontes42

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