Summer course 2020
Estimation, Control, Optimization and Data Science
Applications to Cyber-Physical Systems in Robotics, Energy, Mobility, production Systems and Health
About
The scholar part comprehends the following curricular units with 20 hours of presential sessions taking place in the months indicate in parenthesis: Functional Analysis (July and August), Optimal Control (July and August), Machine Learning (July and August), Model Predictive Control (September), and Non-linear Control (September). The topics in each one of the curricular units may be regarded as a complementary continuation of the akin ones typically delivered in the first and second cycles of the Electrical and Computer Engineering and in Applied Mathematics, and in Computer Science. Moreover, they are designed to induce the use of advanced concepts in wide variety of societally relevant applications, and, thus, their role will be o provide the tools to be used in the research component at both levels.
Courses
Location
FEUP - DEEC - Room i-105
Research
The hands-on research component is designed to fit the following technical niches
Scholar Component:
- Functional Analysis (July and August)
- Optimal Control (July and August)
- Machine Learning (July and August)
- Model Predictive Control (September)
- Non-linear Control (September)
Research Initiation for undergrad students.
This consists on a set of personalized projects requiring basic knowledge that will be articulated in the following contexts:
- Control of drones, notably, UAVs (Unmanned Aerial Vehicles) of the copter type for surveillance, monitoring, support communications, and transportation of small packages.
- Optimization for the sustainable management of natural resources.
- Management and control of novel advanced systems for harvesting renewable energies
- Modelling and control of epidemic and pandemic phenomena
- Applications of Networked Systems – Control and Estimation – for Situational Awareness
- Management and control of Renewable Energy Systems integrated in the Electrical Grid
- Sustainable Mobility Systems
- Advanced Production Systems
Research for graduated students.
This consists in more elaborate and in-depth projects that will be proposed by the research students as far as they fall in the scientific areas of the Summer School.
Agenda
Day 1 - 03/08/2020
Presentation
Summer school 2020 - Estimation, Control, Optimization and Data Science
Presentation of the course and attempt to define the individual work program.
Day 2 - 06/08/2020
Introduction
Introduction to Estimation, Control, Optimization and Data Science
Applications to Cyber-Physical Systems in Robotics, Energy, Mobility, production Systems and Health
Day 3 - 13/08/2020
Machine Learning
Introduction to Machine Learning
Optimal Control
Introduction to Optimal Control
Day 4 - 14/08/2020
Functional Analysis
Introduction to Functional Analysis
Day 5 - 20/08/2020
Machine Learning
Introduction to Machine Learning
Optimal Control
Introduction to Optimal Control
Day 6 - 21/08/2020
Functional Analysis
Introduction to Functional Analysis
Lecturers
Fernando Manuel Ferreuira Lobo Pereira
Full ProfessorFEUP | ORCID - 0000-0002-9602-2452 | Cienciavitae - 6A1E-DD50-879A
António Pedro Rodrigues Aguiar
ProfessorFEUP | ORCID - 0000-0001-7105-0505 | Cienciavitae - 5A12-D5FE-1632
Carla Manuela Alves Pinto
ProfessorFCUP | ORCID - 0000-0002-0729-1133 | Cienciavitae - A616-ECB9-B5FA
Fernando Arménio da Costa Castro e Fontes
ProfessorFEUP | ORCID - 0000-0003-3516-5094 | Cienciavitae - 3716-EBD5-6CFE
Gil Manuel Magalhães de Andrade Gonçalves
ProfessorFEUP | ORCID - 0000-0001-7757-7308 | Cienciaviate - DA10-3C08-507F
Luís Tiago Paiva
ResearcherFEUP | ORCID - 0000-0002-3606-1695 | Cienciavitae - 891A-BDE5-9FD8
Maria Margarida de Amorim Ferreira
ProfessorFEUP | ORCID - 0000-0002-1223-4491 | Cienciavitae - 0419-255C-1CFF
Maria do Rosário Marques Fernandes Teixeira de Pinho
ProfessorFEUP | ORCID - 0000-0001-9276-2317 | Cienciavitae - A21F-77DD-65E3
Rui Jorge Pereira Gonçalves
ResearcherFEUP | ORCID - 0000-0002-0249-816X | Cienciavitae - AA1E-24C4-58D8
Sílvio Marques de Almeida Gama
ProfessorFCUP | ORCID - 0000-0002-0852-8892 | Cienciavitae - 7615-1C86-B7B4
Contact
- FEUP, Rua Dr. Roberto Frias, 4200-465 Porto
