Abstract
In this paper, a novel strategy of extending the domain of attraction of an asymptotically stable, affine nonlinear system is proposed. This method is based on the concept of mapping and relies on the asymptotic stability of a nonlinear system image via a continuous and injective mapping. The goal of designing the controller is to map the domain of attraction of an open-loop system into a larger domain, which is the domain of attraction of a closed-loop system. To find a suitable mapping that can make desired changes in the shape and size of domain of attraction, a criterion is obtained and its implementation instruction is demonstrated by examples. Results of simulation provided demonstrate the efficiency of the method proposed.
Similar content being viewed by others
References
A. Y. Amte and P. S. Kate, “Automatic generation of Lyapunov function using genetic programming approach,” in: Proc. 2015 Int. Conf. on Energy Systems and Applications, Dr. D. Y. Patil Inst. Eng. Technol., Pune, India (2015), pp. 771–775.
N. Athanasopoulos and R. M. Jungers, “Computing the domain of attraction of switching systems subject to non-convex constraints,” in: Proc. 19th Int. Conf. Hybrid Systems: Computation and Control, Association for Computing Machinery, New York (2016), pp. 41–50.
R. Baier and M. Gerdts, “A computational method for non-convex reachable sets using optimal control,” in: Proc. Eur. Control Conf. 2009, Budapest (2009), pp. 97–102.
R. Cavoretto, A. De Rossi, E. Perracchione, and E. Venturino, “Robust approximation algorithms for the detection of attraction basins in dynamical systems,” J. Sci. Comput., 68, 395–415 (2016).
G. Chesi, “Computing output feedback controllers to enlarge the domain of attraction in polynomial systems,” IEEE Trans. Automat. Control, 49, 1846–1853 (2004).
G. Chesi, “Estimating the domain of attraction for non-polynomial systems via LMI optimizations,” Automatica, 45, 1536–1541 (2009).
A. I. Doban and M. Lazar, Computation of Lyapunov functions for nonlinear differential equations via a Massera-type construction .
A. I. Doban and M. Lazar, “Feedback stabilization via rational control Lyapunov functions,” in: Proc. 54th IEEE Conf. on Decision and Control, Osaka, Japan (2015), pp. 1148–1153.
V. S. Ermolin and T. V. Vlasova, “Identification of the domain of attraction,” in: Proc. Int. Conf. Stability and Control Processes, IEEE (2015), pp. 9–12.
G. Franze, D. Famularo, and A. Casavola, “Constrained nonlinear polynomial time-delay systems: A sum-of-squares approach to estimate the domain of attraction,” IEEE Trans. Automat. Control, 57, 2673–2679 (2012).
F. Hamidi, H. Jerbi, W. Aggoune, M. Djemai, and M. N. Abdelkrim, “Enlarging the domain of attraction in nonlinear polynomial systems,” Int. J. Comput. Commun. Control, 8, 538–547 (2013).
D. Han and M. Althoff, “Control synthesis for non-polynomial systems: A domain of attraction perspective,” in: Proc. 54th IEEE Conf. on Decision and Control, Osaka, Japan (2015), pp. 1160–1167.
D. Henrion and M. Korda, “Convex computation of the region of attraction of polynomial control systems,” IEEE Trans. Automat. Control, 59, 297–312 (2014).
H. K. Khalil, Noninear Systems, Prentice-Hall, Upper Saddle River, New Jersey (1996).
Y. Li and Z. Lin, “On the estimation of the domain of attraction for linear systems with asymmetric actuator saturation via asymmetric Lyapunov functions,” in: Proc. 2016 Am. Control Conf., Boston (2016), pp. 1136–1141.
M. Loccufier and E. Noldus, “A new trajectory reversing method for estimating stability regions of autonomous nonlinear systems,” Nonlin. Dynam., 21, 265–288 (2000).
A. Majumdar, R. Vasudevan, M. M. Tobenkin, and R. Tedrake, “Convex optimization of nonlinear feedback controllers via occupation measures,” Int. J. Robotics Res., 33, 1209–1230 (2014).
L. G. Matallana, A. M. Blanco, and J. A. Bandoni, “Nonlinear dynamic systems design based on the optimization of the domain of attraction,” Math. Comput. Model., 53, 731–745 (2011).
B. E. Milani, “Piecewise-affine Lyapunov functions for discrete-time linear systems with saturating controls,” Automatica, 38, 2177–2184 (2002).
E. Najafi, R. Babuska, and G. A. Lopes, “A fast sampling method for estimating the domain of attraction,” Nonlin. Dynam., 86, 823–834 (2016).
S. G. Nersesov, H. Ashrafiuon, P. Ghorbanian, “On estimation of the domain of attraction for sliding mode control of underactuated nonlinear systems,” Int. J. Robust Nonlin. Control, 24, 811–824 (2014).
P. Polcz, G. Szederkenyi, and T. Peni, “An improved method for estimating the domain of attraction of nonlinear systems containing rational functions,” J. Phys. Conf. Ser., 659, 012038 (2015).
T. Pursche, R. Swiatlak, and B. Tibken, “Estimation of the domain of attraction for nonlinear autonomous systems using a bezoutian approach,” in: Proc. 2016 SICE Int. Symp. on Control Systems, Nanzan Univ., Nagoya, Japan (2016), pp. 1–6.
M. Rezaiee-Pajand and B. Moghaddasie, “Estimating the region of attraction via collocation for autonomous nonlinear systems,” Struct. Eng. Mech., 41, 263–284 (2012).
R. Swiatlak, B. Tibken, T. Paradowski, and R. Dehnert, “An interval arithmetic approach for the estimation of the robust domain of attraction for nonlinear autonomous systems with nonlinear uncertainties,” in: Proc. 2015 Am. Control Conf. (2015), pp. 2679–2684.
W. Tan and A. Packard, “Stability region analysis using polynomial and composite polynomial Lyapunov functions and sum-of-squares programming,” IEEE Trans. Automat. Control, 53, 565–571 (2008).
U. Topcu, A. K. Packard, P. Seiler, and G. J. Balas, “Robust region-of-attraction estimation,” IEEE Trans. Automat. Control, 55, 137–142 (2010).
M. Wu, Z. Yang, and W. Lin, “Domain-of-attraction estimation for uncertain non-polynomial systems,” Commun. Nonlin. Sci. Numer. Simul., 19, 3044–3052 (2014).
H. Yang, L. Zhang, P. Shi, C. Hua, “Enlarging the domain of attraction and maximising convergence rate for delta operator systems with actuator saturation,” Int. J. Control, 88, 2030–2043 (2015).
A. I. Zecevic and D. D. Siljak, “Estimating the region of attraction for large-scale systems with uncertainties,” Automatica, 46, 445–451 (2010).
Author information
Authors and Affiliations
Corresponding author
Additional information
Translated from Itogi Nauki i Tekhniki, Seriya Sovremennaya Matematika i Ee Prilozheniya. Tematicheskie Obzory, Vol. 178, Optimal Control, 2020.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Yadipour, M., Hashemzadeh, F. & Baradarannia, M. A Novel Strategy of Extending the Domain of Attraction of Affine Nonlinear Systems. J Math Sci 276, 289–299 (2023). https://doi.org/10.1007/s10958-023-06741-2
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10958-023-06741-2