Data

Tools

Indexes

Applications

Experiments

Open Source Science

fluidization-ae

Projeto de pesquisa que utiliza modelagem sequencial para detecção de anomalias em leitos fluidizados. licença: CC-BY-4.0

https://github.com/vinimelloemuller/fluidization-ae

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (0.5%) to scientific vocabulary

Keywords

fluidized-bed seq2seq
Last synced: 6 months ago · JSON representation ·

Repository

Projeto de pesquisa que utiliza modelagem sequencial para detecção de anomalias em leitos fluidizados. licença: CC-BY-4.0

Basic Info
  • Host: GitHub
  • Owner: ViniMelloeMuller
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 49.9 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 2
Topics
fluidized-bed seq2seq
Created over 1 year ago · Last pushed 10 months ago
Metadata Files
Readme License Citation

README.md

Detecção de Anomalias em Leitos Fluidizados

DOI

Autor: Vinicius Mello e Muller

Supervisor: Prof. Dr. Flávio Vasconcelos da Silva

Owner

  • Name: Vinicius Mello e Muller
  • Login: ViniMelloeMuller
  • Kind: user
  • Company: UNICAMP

Estudante de Eng Química

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "Se usar os dados ou o código desse repositório, por favor cite como abaixo."
authors:
- family-names: "Muller"
  given-names: "Vinicius"
  orcid: "https://orcid.org/0000-0002-6884-255X"
title: "Detecção de Anomalias em Leitos Fluidizados utilizando Redes LSTM"
version: 2.0.0
doi: 10.5281/zenodo.15288363
date-released: 2025-04-26
url: "https://github.com/ViniMelloeMuller/fluidization-AE"

GitHub Events

Total
  • Release event: 1
  • Delete event: 2
  • Push event: 16
  • Public event: 1
  • Pull request event: 1
  • Create event: 3
Last Year
  • Release event: 1
  • Delete event: 2
  • Push event: 16
  • Public event: 1
  • Pull request event: 1
  • Create event: 3

Dependencies

GUI/requirements.txt pypi
  • matplotlib ==3.7.5
  • nidaqmx ==1.0.0
  • numpy ==1.24.4
  • pandas ==2.0.3
pyproject.toml pypi
  • ipykernel >=6.29.5
  • jinja2 >=3.1.4
  • matplotlib >=3.9.2
  • matplotlib-inline >=0.1.7
  • neptune >=1.12.0
  • neptune-tensorflow-keras >=2.2.2
  • nidaqmx >=1.0.1
  • numpy <2
  • openpyxl >=3.1.5
  • pandas >=2.2.3
  • scienceplots >=2.1.1
  • scikit-learn >=1.5.2
  • scipy >=1.14.1
  • seaborn >=0.13.2
  • setuptools >=75.1.0
  • tensorflow >=2.17.0
  • tqdm >=4.66.5