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Glossary
Semester (Sem)
1First Semester
2Second Semester
AAnnual course
Educational activities
BIdentifying activities
Language
Course completely offered in italian
Course completely offered in english
--Not available
Innovative teaching
The credits shown next to this symbol indicate the part of the course CFUs provided with Innovative teaching.
These CFUs include:
  • Subject taught jointly with companies or organizations
  • Blended Learning & Flipped Classroom
  • Massive Open Online Courses (MOOC)
  • Soft Skills
Course Details
Context
Academic Year 2020/2021
School School of Industrial and Information Engineering
Name (Master of Science degree)(ord. 270) - BV (479) Management Engineering
Track SCM - SUPPLY CHAIN MANAGEMENT
Programme Year 2

Course Details
ID Code 055891
Course Title DATA-BASED MODELLING OF DYNAMICAL SYSTEMS AND OPTIMAL CONTROL
Course Type Mono-Disciplinary Course
Credits (CFU / ECTS) 5.0
Semester First Semester
Course Description The course aims at providing students of the Management Engineering M.Sc. program with methods and tools for modelling dynamical systems in the different forms useful for control design and dynamic decision making. To do this, the course will explore 4 main pillars: i) learning models from data, by addressing data-based identification and estimation problems with examples from various application domains); ii) performing identification of dynamical models from data, considering an input/output setting to construct the best representation of the considered system; iii) using such models for forecasting: students will be shown how these models can be employed as a basis to design predictors of future system states and outputs; iv) using models in closed-loop decision-making: the course shows how the identified models can be used in closed-loop with optimal controllers with the aim of modelling different decision-making and planning processes that may occur in the domains of interest and explore their performance over a finite and infinite time horizon. Many practical examples of interest from different economical/production/management contexts will be employed to prove their impact in the application domains of interest for the students.
Scientific-Disciplinary Sector (SSD)
Educational activities SSD Code SSD Description CFU
B
ING-INF/04
SYSTEMS AND CONTROL ENGINEERING
5.0

Schedule, add and removeAlphabetical groupProfessorLanguageCourse details
From (included)To (excluded)
--AZZZZTanelli Mara
manifesti v. 3.4.30 / 3.4.30
Area Servizi ICT
26/09/2022