A Physics-Informed Neural Network to solve 2D steady-state heat equation.
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Updated
May 23, 2024 - Jupyter Notebook
A Physics-Informed Neural Network to solve 2D steady-state heat equation.
Thermal Engineering Systems in Python (TESPy). This package provides a powerful simulation toolkit for thermal engineering plants such as power plants, district heating systems or heat pumps.
Functional & Object-Oriented programs to rule all distillation columns! based on McCabe-Thiele method
This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examples, tutorials, and documentation on how to implement automation strategies using DWSim.
Energy, Machine Learning & CFD Analyst
This repository contains all the simulation (exercises) using an open-source chemical process simulator DWSim. Shout out to Daniel Medeiros.
Indoor Analytics (IAN): The Spring Boot based REST API illustrating the capabilities of HVAC|Engine and Utility engineering libraries. Psychrometry and thermodynamic processes in once place.
General-purpose library for engineering computations, with focus on clean and consistent interfaces.
Arduino library and MATLAB/Simulink API for the AutomationShield Arduino expansion boards for control engineering education.
Simulator for typical process/chemical/refinery engineering applications with rigorous thermodynamics.
Python for Chemical Engineers & Engineers using jupyter notebooks📙🐍
SynGameZero – Flowsheet Synthesis in a Game environment with Zero Knowledge
The paper explores the effects of various draw die parameters on the manufacturing process of a tapered shell. The study employs numerical simulations and experimental validations to investigate the impact of these parameters. The research findings shed light on the relationship between draw die parameters and the quality of the tapered shell.
Simulator for analysis of availability and production in a factory environment.
Hybrid machine learning framework for modelling and control of particle processes
Examining a hospital's data by applying various filters to the data and interpreting the statistical results using Disco software, identifying problems in the process, designing new processes that will increase efficiency and drawing the flowchart of new process designed with Microsoft Visio.
This project was part of my undergraduate thesis research. It enables the connection between a TCP/IP Client Blocks in Simulink to TCP/IP Server Blocks in Eclipse 4DIAC Forte.
Direct numerical simulation of particle-laden and bubble flows.
Project for testing the implementation of different Process Engineering concepts
Simulation of unit operations on Matlab using iterative differential equation solution methods, Monte Carlo methods and statistics
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