https://github.com/andrefcruz/feup-aiad

Multi-agent system for simulating an Energy Market, with Consumers, Brokers, and Producers :zap::zap: In collaboration with @EdgarACarneiro and @xfontes42
https://github.com/andrefcruz/feup-aiad

agents jade java rapidminer

Last synced: 9 months ago
JSON representation

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

• Host: GitHub
• URL: https://github.com/andrefcruz/feup-aiad
• Owner: AndreFCruz
• Created: 2018-09-27T16:23:42.000Z (almost 8 years ago)
• Default Branch: project
• Last Pushed: 2019-02-02T17:32:42.000Z (over 7 years ago)
• Last Synced: 2024-12-20T05:30:07.530Z (over 1 year ago)
• Topics: agents, jade, java, rapidminer
• Language: HTML
• Homepage:
• Size: 69.4 MB
• Stars: 3
• Watchers: 3
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# FEUP-AIAD

Modelling an electricity market with JADE + Repast + Sajas :zap:

### High-level Architecture

![architecture](./docs/Architecture.png)

### Agent's Behaviours / Strategies

![behaviours](./docs/Behaviours.png)

#### Multi-Agent System Slides: [here](docs/AIAD_1_Slides.pdf) and [here](docs/AIAD_1_Slides_Aux.pdf)

#### Data-Mining Slides: [here](docs/AIAD_2_Slides.pdf) and [here](docs/AIAD_2_Slides_Aux.pdf)

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