Chemical Process Fault Detection Using Long Short-Term Memory Recurrent Neural Network.
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Aug 22, 2024 - Jupyter Notebook
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chemical-process
Here are 7 public repositories matching this topic...
Data driven fault detection in chemical processes: Application to Tennessee Eastman Plant
python
machine-learning
automation
algorithms
thesis
numpy
spanish
chemical-engineering
t-test
matplotlib
knn-classification
fault-detection
f-test
chemical-process
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Jul 19, 2020 - Python
The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.
python
automation
simulation
optimization
modeling
chemical-engineering
process-simulation
optimization-algorithms
optimization-framework
optimization-process
process-simulator
process-design
chemical-process
dwsim
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Jan 9, 2023 - Python
This is a PINN based approach in solving high temperature heat transfer equations in manufacturing industries, with a focus on reducing the energy consumption and optimizing the sensor positioning.
python
machine-learning
matlab
neural-networks
heat-transfer
solidification
chemical-process
physics-informed-neural-networks
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Jun 26, 2024 - Jupyter Notebook
Empowering everyone to build reliable, efficient, and soon to be trademark free software.
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Apr 14, 2023 - Rust
Aplicação de conceitos da disciplina de Controle de Processos.
simulation
chemical-engineering
lti-system
dynamical-systems
control-systems
laplace-transform
tuning-parameters
pid-control
ufes
process-control
stability-analysis
chemical-process
controle-de-processos
engenharia-quimica
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Jul 9, 2024 - Jupyter Notebook
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Jun 25, 2022 - Jupyter Notebook
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