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Risorsa bibliografica obbligatoria
Risorsa bibliografica facoltativa
Scheda Riassuntiva
Anno Accademico 2019/2020
Scuola Scuola di Ingegneria Industriale e dell'Informazione
Insegnamento 097487 - MODELING AND SIMULATION OF AEROSPACE SYSTEMS
Docente Topputo Francesco
Cfu 8.00 Tipo insegnamento Monodisciplinare

Corso di Studi Codice Piano di Studio preventivamente approvato Da (compreso) A (escluso) Insegnamento
Ing Ind - Inf (Mag.)(ord. 270) - BV (469) AERONAUTICAL ENGINEERING - INGEGNERIA AERONAUTICA*AZZZZ097487 - MODELING AND SIMULATION OF AEROSPACE SYSTEMS
Ing Ind - Inf (Mag.)(ord. 270) - BV (470) SPACE ENGINEERING - INGEGNERIA SPAZIALE*AZZZZ097487 - MODELING AND SIMULATION OF AEROSPACE SYSTEMS

Obiettivi dell'insegnamento

Goals

This class deals with the process of modeling and simulation of complex systems, typical of space and aerospace platforms. The main goal of the class is to impart methods and techniques used to reproduce the behavior of such systems in a computational framework, starting from drawings or real-life analogues. The lower-level goals are to:

  • Model multidisciplinary physical systems from first principles
  • Simulate mathematical models into a numerical frameworks
  • Develop problem solving skills in the field of aerospace systems

The methods and techniques developed during the class are used to support the model-based design, and can be used in design, verification, and analysis. The class is of multidisciplinary nature, as notions of classical mechanics, fluid dynamics, heat transfer, electromagnetism, calculus, numerical analysis, and control are combined together for the sake of a proper simulation and analysis of the system behavior.


Risultati di apprendimento attesi

Expected learning outcomes

After successful completion of the exam, students learn how to:

  • Approach the physical abstraction of complex systems;
  • Develop mathematical paradigms of complex systems;
  • Employ the appropriate numerical methods for the problem at hand;
  • Implement stand-alone codes for complex systems simulation.

Argomenti trattati

Topics

The class is structured into three parts, Part I: Modeling, Part II: Simulation, and Part III: Analysis. Part I and Part II can be given in parallel or sequentially. The topics studied in these two parts are listed below. In Part III, students have to carry out project that involves modeling and simulation of an aerospace system of interest.

Part I: Modeling

  • Paradigms, assumptions, lumping
  • Mechanical systems
  • Fluid systems
  • Thermal systems
  • Electrical systems
  • Multidisciplinary systems

Part II: Simulation

  • Programming in Matlab
  • Solution of nonlinear equations
  • Analytical solution of ODE
  • Numerical solution of ODE
  • Elements of parametric optimization
  • Introduction to optimal control

Part III: Analysis

In this part the students have to carry out a group (up to 3 students) project. The project topic can be either given by the instructor or chosen by the students. The project should involve modeling and simulation of a single or combination of aerospace systems. The domains imparted in Part I have to be involved (at least two of them), as well as the simulation techniques (numerical integration, optimization and/or optimal control).


Prerequisiti

Pre-requisites

Students are supposed to possess bachelor-level notions of mechanical, electrical, thermal and fluid systems, as well as calculus (especially Ordinary Differential Equations) and numerical analysis.


Modalità di valutazione

Assessment

Students have to carry out two assignments and deliver the associated short reports and sample code in order to be eligible for the assessment. The two assignments consists of sample questions and exercises on basic notions of simulation and modeling. The students are required to execute the assignments individually in the form of homework.

In the last part of the class, students have to perform a group project, which requires 1) writing a short report, 2) developing the solution code, and 3) giving a presentation.

The assessment will rely on both the assignments and the project work.


Bibliografia
Risorsa bibliografica facoltativaRobert H. Cannon, Dynamics of Physical Systems, Editore: McGraw Hill, Anno edizione: 1967
Risorsa bibliografica facoltativaFranois E. Cellier, Ernesto Kofman, Continuous System Modeling, Editore: Springer, Anno edizione: 1991
Risorsa bibliografica facoltativaRobert L. Woods, Kent L. Lawrence, Modeling and Simulation of Dynamic Systems, Editore: Prentice Hall, Anno edizione: 1997
Risorsa bibliografica facoltativaErnest O. Doebelin, System Dynamics: Modeling, Analysis, Simulation, Design, Editore: Marcel Dekker, Anno edizione: 1998
Risorsa bibliografica facoltativaEronini Umez-Eronini, System Dynamics and Control, Editore: PWSPublishing, Anno edizione: 1999
Risorsa bibliografica facoltativaPhilip D. Cha, James J. Rosenberg, Clive L. Dym, Fundamentals of Modeling and Analyzing EngineeringSystems, Editore: Cambridge, Anno edizione: 2000
Risorsa bibliografica facoltativaFranois E. Cellier, Ernesto Kofman, Continuous System Simulation, Editore: Springer, Anno edizione: 2006
Risorsa bibliografica facoltativaBohdan T. Kulakowski, John F. Gardner, J. Lowen Shearer,, Dynamic Modeling and Control of Engineering Systems, Editore: Cambridge, Anno edizione: 2007
Risorsa bibliografica facoltativaClarence W. de Silva, Modeling and Control of Engineering Systems, Editore: CRC Press, Anno edizione: 2009
Risorsa bibliografica facoltativaDevendra K. Chaturvedi, Modeling and Simulation of Systems Using MATLAB and Simulink, Editore: CRC Press, Anno edizione: 2009
Risorsa bibliografica facoltativaHarold Klee, Randal Allen, Simulation of Dynamic Systems with MATLAB and Simulink, Editore: CRC PRess, Anno edizione: 2011
Risorsa bibliografica facoltativaCraig A. Kluever, Dynamic Systems: Modeling, Simulation, and Control, Editore: Wiley, Anno edizione: 2015

Forme didattiche
Tipo Forma Didattica Ore di attività svolte in aula
(hh:mm)
Ore di studio autonome
(hh:mm)
Lezione
30:00
30:00
Esercitazione
20:00
40:00
Laboratorio Informatico
0:00
0:00
Laboratorio Sperimentale
0:00
0:00
Laboratorio Di Progetto
20:00
60:00
Totale 70:00 130:00

Informazioni in lingua inglese a supporto dell'internazionalizzazione
Insegnamento erogato in lingua Inglese
Disponibilità di materiale didattico/slides in lingua inglese
Disponibilità di libri di testo/bibliografia in lingua inglese
Possibilità di sostenere l'esame in lingua inglese
Disponibilità di supporto didattico in lingua inglese
schedaincarico v. 1.6.1 / 1.6.1
Area Servizi ICT
28/02/2020