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KANISA ('think'/'réfléchir'): A library for advanced computational studies in optimisation, decision analytics, numerical analysis, dynamic systems and machine learning / Une bibliothèque pour les études computationnelles avancées en optimisation, analyse décisionelle et numérique, systèmes dynamiques et apprentissage automatique
A MATLAB project implementing Garpinger’s trade-off diagram approach for PID controller tuning and performance analysis. The project provides core functions for trade-off visualization, a live script showcasing a real-world field study, and a detailed explanation of the underlying theory.
A minimalist quadcopter model and hover simulation built in MATLAB/Octave, based on Francesco Sabatino’s master thesis at KTH. This project demonstrates the basic 6-DOF rigid-body dynamics of a quadrotor in free flight, focusing on attitude and position evolution over time.
Simulink-based closed-loop DC motor speed control system using a PID controller, with motor parameter initialization via MATLAB scripts and performance analysis through scopes.
This repository is part of my diploma thesis titled "Development of Model Predictive Control (MPC) schemes for unmanned aerial vehicles using neural networks". The current project focuses on MPC controller design for controlling the altitude dynamics of the quadrotor as well as the x-y plane position
Official repository of Artificial Neural Network-Based Adaptive PID Controller Design for Vertical Takeoff and Landing Model, which is presented in European Journal of Science and Technology.
Icarus is my Bachelors Thesis. Dynamical Equations Governing the QuadCopter Flying Motions. PID Control, Sliding Mode Control Strategies are Applied. Plus there are Flips!