THREE-DIMENSIONAL MODELING

Course objectives

General objectives The course presents basic methods for the analysis of stability properties of linear systems and for the design of stabilizing controllers. The models referred to are those characterized by a differential structure affine with respect to control; models suitable for representing a wide variety of processes of interest in engineering applications. Specific objectives Knowledge and understanding: The student will be able to understand the fundamental concepts of nonlinear stability theory and their application in the design of controllers that ensure it. Will know the main mathematical tools used in the analysis and design of stable nonlinear control systems (in a broad sense). Will understand the stability properties of nonlinear dynamical systems and their impact on the design of the control law. Apply knowledge and understanding: She/he will be able to apply the concepts presented to solve various control problems related to stabilization (e.g., stabilization of equilibrium points, regulation, trajectory tracking) for dynamical systems, taking into account the specific performance requirements and system limitations. She/he will be capable of using advanced methods of analysis of nonlinear systems to predict and understand the behavior of the system under a wide range of operating conditions. She/he will be able to conduct virtual experiments and numerical simulations to evaluate the effectiveness of proposed control strategies and compare performance with linear systems. Critical and judgment skills: The student will be able to critically evaluate the limitations of linear approximations in the analysis and control of nonlinear systems and identify situations where such approximations may lead to inaccurate or inadequate results. Additionally, they will be able to critically analyze the results of simulations and experimental tests to assess the effectiveness of proposed control strategies and identify potential improvements. Finally, they will be able to evaluate the applicability of proposed control solutions in real engineering contexts, considering implementation constraints, costs, and available resources. They will also be able to critically read scientific articles. Communication skills: The student will be able to communicate theoretical concepts and design methodologies related to nonlinear systems and control clearly and effectively, both verbally and in writing. They will know how to present analysis and simulation results convincingly through technical reports, oral presentations, and technical documents. They will be able to collaborate effectively with other students and professionals in the context of designing and implementing control solutions for nonlinear systems, communicating their ideas and opinions clearly and concisely. Learning ability: The course methods aim to develop the ability to understand different methods, possibly devising individual ones, in solving problems related to analysis and control under study.

Channel 1
MATTIA MATTIONI Lecturers' profile

Program - Frequency - Exams

Course program
Lyapunov Stability Time-invariant systems; the LaSalle invariance principle; linear systems and linearization; the center manifold; time-varying systems; input-to-state stability. Passivity of linear and nonlinear systems Definitions and conditions for dissipativity and passivity of nonlinear dynamical systems; the KYPs and the link with the relative degree; stability of equilibria of passive systems and the zero-dynamics. Constructive methods for Global Asymptotic Stabilization stabilization via the control-Lyapunov function; backstepping; feedforwarding Set-point stabilization via Passivity-based Control Energy-shaping and damping injection; the LTI case; links with optimality criteria; PBC via Energy-Balancing; PBC via Interconnection & Damping Assignment; Case studies. The regulation problem The case of full information: from the linear to nonlinear case.
Prerequisites
Basics on Linear Control Systems Analysis and Design. All topics covered by module 1 constitute a fundamental set of pre-requisites.
Books
Hassan Khalil, Nonlinear Systems. 3rd Edition. Ed Prentice Hall, 2002. Willems, J. C. "The behavioral approach to open and interconnected systems." IEEE control systems magazine 27.6 (2007): 46-99 . Sepulchre, R., Mrdjan J. and P. V. Kokotovic. "Constructive nonlinear control". Chapter 2. Springer Science & Business Media, 2012. Ortega, R., et al. "Putting energy back in control." IEEE Control Systems Magazine 21.2 (2001): 18-33. Bymes, C. I., Isidori, A. and Willems, J.C.." Passivity, feedback equivalence, and the global stabilization of minimum-phase nonlinear systems", IEEE Transactions on Automatic Control,(1991): 1228-1240. Ortega, Romeo, et al. "Interconnection and damping assignment passivity-based control of port-controlled Hamiltonian systems." Automatica 38.4 (2002): 585-596
Frequency
Recommended but not mandatory.
Exam mode
Written and Oral Tests
Lesson mode
Traditional teaching
  • Academic year2025/2026
  • CourseControl Engineering
  • CurriculumSingle curriculum
  • Year1st year
  • Semester2nd semester
  • SSDING-INF/04
  • CFU6