Actividades formativas de Doctorado de la Universidad de Cádiz

8212B09_003

An introduction to modelling and control of processes and systems

Organiza: Comisión Académica del Programa de Doctorado en Fabricación, Materiales e Ingeniería Ambiental

Inscripción en: https://posgrado.uca.es/doctor
(en este momento no hay plazo abierto para inscripción en este curso)

Coordinación:

Dr. D. ANTONIO JUAN GAMEZ LOPEZ

Plazas ofertadas por grupo: 15
Duración: 9 horas (presenciales)
Modalidad: Presencial Idioma: Español

Lugar de impartición: Aula E06, Escuela Superior de Ingeniería
Precio de matrícula de este curso: 4.92 euros

Destinatarios
Doctorandos del Programa de Doctorado en Fabricación, Materiales e Ingeniería Ambiental

Descripción general
The objective of this course is to introduce the students to several popular dynamic model formulations so they can apply these general techniques to their particular research.

Contenidos

The course is structured as follows:

Day 1: Introduction to extremum seeking control with applications

This lecture is about the problem of optimising a process without knowledge of a feasible model a priori. An introductory presentation will be given, with applications to energy, fluid dynamics and biotechnology.

Day 2: Introduction to Proportional – Integral – Derivative (PID) control and Kalman filtering with applications

This lecture will explain the fundamentals of PID control and Kalman filtering. Applications to drone modelling and control will be given.

Day 3: How to build a digital twin

In this lecture, students will learn how to formulate a dynamic model, build a simulator, and fit its parameters based solely on experimental data. Examples using ODE models, neural network models, and hybrid models will be considered.

Sistema de evaluación
Attendance at the sessions and students' participation

Programación (23-10-2024 a 25-10-2024)
23-10-2024 a 23-10-2024	16:00-19:30	Escuela Superior de Ingeniería/ Aula E06	Alain Vande Wouwer, Universidad de Mons	Introduction to extremum seeking control with applications This lecture is about the problem of optimising a process without knowledge of a feasible model a priori. An introductory presentation will be given, with applications to energy, fluid dynamics and biotechnology.
24-10-2024 a 24-10-2024	16:00-19:30	Escuela Superior de Ingeniería/ Aula E06	Alain Vande Wouwer, Universidad de Mons	Introduction to Proportional – Integral – Derivative (PID) control and Kalman filtering with applications This lecture will explain the fundamentals of PID control and Kalman filtering. Applications to drone modelling and control will be given.
25-10-2024 a 25-10-2024	16:00-19:30	Escuela Superior de Ingeniería/ Aula E06	Alain Vande Wouwer, Universidad de Mons	How to build a digital twin In this lecture, students will learn how to formulate a dynamic model, build a simulator, and fit its parameters based solely on experimental data. Examples using ODE models, neural network models, and hybrid models will be considered.

Información adicional
The course will be taught in English language