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1. Vertical_Condenser Vertical_Condenser Public

   Neste script foi feito a simulação da condensação da amônia em um trocador Casco e Tubo, passando pelos tubos, e água de resfriamento pelo casco. Utilizando a relação de Boyko-Kruzhilin.

   Jupyter Notebook

2. Reactor-Modeling-Simulation Reactor-Modeling-Simulation Public

   Mathematical modeling of an Continuous Stirred Tank Reactor, followed by a Design of Experiments for initial parameters and Simulation

   Jupyter Notebook 1

3. Reactor_NN Reactor_NN Public

   Using Colab, Tensorflow, Keras-Tuner and Sklearn to train a NN capable of predicting a Continuous Stirred Tank Reactor thermal runaway

   Jupyter Notebook

4. Membrane-Model-Simulation Membrane-Model-Simulation Public

   In this repository we implementes Chu et al 2019 membrane model.

   Jupyter Notebook

5. Wines-dataset Wines-dataset Public

   In this repository it is applied PCA and LDA of the classic wines dataset, we'll be later discussing results and applying ML algorithmins using different metrics to separete train/test data.

   Jupyter Notebook 1

6. Neural-Network-Predictive-Control Neural-Network-Predictive-Control Public

   In this project we try to implement predictive control solely based on data. We used as example the quadruple tank model by Johansson

   Jupyter Notebook