Design of robust optimal proportional–integral–derivative controller based on new interval polynomial stability criterion and Lyapunov theorem in the multiple parameters' perturbations circumstance
Design of robust optimal proportional–integral–derivative controller based on new interval polynomial stability criterion and Lyapunov theorem in the multiple parameters' perturbations circumstance
- Author(s): X.H. Li ; H.B. Yu ; M.Z. Yuan ; J. Wang
- DOI: 10.1049/iet-cta.2009.0424
For access to this article, please select a purchase option:
Buy article PDF
Buy Knowledge Pack
IET members benefit from discounts to all IET publications and free access to E&T Magazine. If you are an IET member, log in to your account and the discounts will automatically be applied.
Thank you
Your recommendation has been sent to your librarian.
- Author(s): X.H. Li 1, 2 ; H.B. Yu 1 ; M.Z. Yuan 1 ; J. Wang 3
-
-
View affiliations
-
Affiliations:
1: Key Laboratory of Industrial Informatics, Shen Yang Institute of Automation, Chinese Academy of Sciences, Shen Yang, People's Republic of China
2: Key Laboratory of Industrial Informatics, Graduate School of Chinese Academy of Sciences, Beijing, People's Republic of China
3: NHI Group, Shen Yang Heavy Machinery, TBM Company, Shen Yang, People's Republic of China
-
Affiliations:
1: Key Laboratory of Industrial Informatics, Shen Yang Institute of Automation, Chinese Academy of Sciences, Shen Yang, People's Republic of China
- Source:
Volume 4, Issue 11,
November 2010,
p.
2427 – 2440
DOI: 10.1049/iet-cta.2009.0424 , Print ISSN 1751-8644, Online ISSN 1751-8652
Based on the new interval polynomial stability criterion and Lyapunov theorem, a robust optimal proportional–integral–derivative (PID) controller is proposed here to design for different plants that contain the perturbations of multiple parameters. A new stability criterion of the interval polynomial is presented to determine whether the interval polynomial belongs to Hurwitz polynomial. The robust optimal PID controller is acquired through minimising an augmented integral squared error (AISE) performance index. The robust optimal control problem is transformed into a non-linear constraint optimisation (NLCO) problem by applying new polynomial stability criterion and Lyapunov approach. The robust optimal PID parameters are obtained from solving the NLCO problem. The robustness and performances of the proposed method and other different tuning methods are compared. The ability of the proposed PID tuning method and other tuning methods to reject disturbances is discussed as well. The simulation results are presented to demonstrate the effectiveness of the proposed method and show better robustness of the robust optimal PID controller.
Inspec keywords: robust control; Lyapunov methods; polynomials; optimal control; three-term control; control system synthesis; nonlinear control systems; performance index; optimisation
Other keywords:
Subjects: Optimal control; Optimisation techniques; Nonlinear control systems; Control system analysis and synthesis methods; Stability in control theory; Algebra
References
-
-
1)
- Q.G. Wang , C.C. Hang , Y. Yang , J.B. He . Quantitative robust stability analysis and PID controller design. IEE Proc.-Control Theory Appl. , 1 , 3 - 7
-
2)
- Aoyama, J., Konishi, K.: `A BMI based design for robust PID controllers with two degrees of freedom structure', Proc. 2004 American Control Conf., June 30–July 2 2004, Boston, MA.
-
3)
- Ho, M.-T., Huang, S.-T.: `Robust PID controller design for plants with structured and unstructured uncertainty', Proc. 42nd IEEE Conf. on Decision Control, December 2003, Maui, HI, USA.
-
4)
- B.R. Barmish , M. Fu , S. Saleh . Stability of a polytope of matrices: counterexamples. IEEE Trans. Autom. Control , 6 , 569 - 572
-
5)
- G.H. Cohen , G.A. Coon . Theoretical consideration of related control. Trans. ASME , 827 - 834
-
6)
- Ho, M.-T., Datta, A., Bhattacharyya, S.P.: `Design of P, PI and PID controllers for interval plants', Proc. American Control Conf., June 1998, Philadelphia, PN.
-
7)
- M. Zhuang , D.P. Atherton . Automatic tuning of optimum PID controllers. IEE Proc. D , 3 , 216 - 224
-
8)
- Y.Q. Chen , K.L. Moore . Relay feedback tuning of robust pid controllers with Iso-Damping property. IEEE Trans. Syst. Man Cybern. B: Cybern. , 1 , 23 - 31
-
9)
- Lee, C.-H., Lee, Y.-H., Teng, C.-C.: `A novel robust PID controllers design by fuzzy neural network', Proc. American Control Conf., 8–10 May 2002, Anchorage, AK.
-
10)
- Kim, D.H., Cho, J.H.: `Intelligent tuning of PID controller with disturbance function using immune algorithm', IEEE Ann. Meeting on Fuzzy Information Processing, 27–30 June 2004, 1, p. 286–291.
-
11)
- T. Steihaug . The conjugate gradient method and trust regions in large scale optimization. SIAM J. Numer. Anal. , 626 - 637
-
12)
- B. Lennartson , B. Kristiansson . Evaluation and tuning of robust PID controllers. IET Control Theory Appl. , 3 , 294 - 302
-
13)
- R.K. Brayton , S.W. Director , G.D. Hachtel , L. Vidigal . A new algorithm for statistical circuit design based on quasi-Newton methods and function splitting. IEEE Trans. Circuits Syst. , 784 - 794
-
14)
- T.F. Coleman , A. Verma . A preconditioned conjugate gradient approach to linear equality constrained minimization. Comput. Optimiz. Appl. , 1 , 61 - 72
-
15)
- L. Ou , W. Zhang , D. Gu . Sets of stabilizing PID controllers for second-order integrating processes with time delay. IEE Proc.-Control Theory Appl. , 5 , 607 - 614
-
16)
- T.F. Coleman , Y. Li . A reflective Newton method for minimizing a quadratic function subject to bounds on some of the variables. SIAM J. Optim. , 4 , 1040 - 1058
-
17)
- D.F. Shanno . Conditioning of quasi-Newton methods for function minimization. Math. Comput. , 647 - 656
-
18)
- I.J. Nagrath , M. Gopal . (1975) Control systems engineering.
-
19)
- Lin, C.-L., Jan, H.-Y.: `Application of evolution strategy in mixed H∞/H2, control for a linear brushless DC motor', Proc. IEEE/ASME Int. Conf. on Advanced Intelligent Mechatronics, (AIM 2003), p. 1–6.
-
20)
- Zargarzadeh, H., Jahed Motlagh, M.R., Arefi, M.M.: `Multivariable robust optimal PID controller design for a non-minimum phase boiler system using loop transfer recovery technique', 16thMediterranean Conf. on Control Autom., Congress Centre, 25–27 June 2008, Ajaccio, France, p. 1520–1525.
-
21)
- J.G. Ziegler , N.B. Nichols . Optimum settings for automatic controllers. Trans. ASME , 759 - 768
-
22)
- D.F. Shanno , R.J. Vanderbei . Interior point methods for non-convex nonlinear programming: orderings and higher-order methods. Math. Program. , 303 - 316
-
23)
- R.J. Vanderbei , D.F. Shanno . An interior point algorithm for non-convex nonlinear programming. Comput. Optimiz. Appl. , 231 - 252
-
24)
- M.A. Branch , T.F. Coleman , Y. Li . A subspace, interior, and conjugate gradient method for large-scale bound-constrained minimization problems. SIAM J. Sci. Comput. , 1 , 1 - 23
-
25)
- Y. Choi , W.K. Chung , Il.H. Suh . Performance and H∞ optimality of PID trajectory tracking controller for Lagrangian systems. IEEE Trans. Robot Autom. , 6 , 857 - 868
-
26)
- Y.J. Huang , Y.-J. Wang . Robust PID tuning strategy for uncertain plants based on the Kharitonov theorem. ISA Trans. , 4 , 419 - 431
-
27)
- M.I. Solihin , Wahyudi , A. Legowo , R. Akmeliawati . Robust PID anti-swing control of automatic gantry crane based on Kharitonov's stability. IEEE Conf. on Industrial Electronics Applications , 275 - 280
-
28)
- C.-M. Fransson , T. Wik , B. Lennartson , M. Saunders , P.-O. Gutman . Non-conservative robust control: optimized and constrained sensitivity functions. IEEE Trans. Control Syst. Technol. , 2 , 298 - 308
-
29)
- J.G. Ziegler , N.B. Nichols . Process lags in automatic control circuits. Trans. ASME , 433 - 444
-
30)
- C.-T. Chen . (1988) Linear system theory and design.
-
31)
- Ha, T.-J., Lee, J., Park, J.H.: `Robust control by inverse optimal PID approach for flexible joint robot manipulator', Proc. 2007 IEEE Int. Conf. on Robotics Bio-mimetics, 15–18 December 2007, Sanya.
-
32)
- M.-H. Hung , L.-S. Shu , S.-J. Ho , S.-F. Hwang , S.-Y. Ho . A novel intelligent multi-objective simulated annealing algorithm for designing robust PID controllers. IEEE Trans. Syst. Man Cybern., Part A: Syst. Humans , 2 , 319 - 330
-
33)
- R. Toscano . A simple robust PI/PID controller design via numerical optimization approach. J. Process Control , 81 - 88
-
34)
- Kim, T.-H., Maruta, I., Sugie, T.: `Particle swarm optimization based robust PID controller tuning scheme', Proc. 46th IEEE Conf. on Decision and Control, 12–14 December 2007, New Orleans, LA, USA.
-
35)
- de Sousa1, M.A.T.F., Caux1, S., Fade, M., Lima, A.M.N.: `Design of robust PID controllers for PMSM drive with uncertain load parameter', 2007 European Conf. on Power Electronics and Applications, 2–5 September 2007, p. 1–10.
-
36)
- Kawabet, T., Tagamit, T.: `A real coded genetic algorithm for matrix inequality design approach of robust PID controller with two degrees of freedom', Proc 12th IEEE Int. Symp. on Intelligent Control, 16–18 July 1997, Istanbul, Turkey.
-
37)
- Vagia, M., Koveos, Y., Nikolakopoulos, G., Tzes, A.: `Robust PID control for a micro-actuator with structural uncertainty', 2006-MED06, 14th Mediterranean Conf. on Control and Automation, 28–30 June 2006, p. 1–5.
-
38)
- C.R. Madhuranthakam , A. Elkamel , H. Budman . Optimal tuning of PID controllers for FOPTD, SOPTD and SOPTD with lead processes. Chem. Eng. Process. , 251 - 264
-
39)
- R. Fletcher , M.J.D. Powell . A rapidly convergent descent method for minimization. Comput. J. , 163 - 168
-
40)
- Li, X.H., Yu, H.B., Yuan, M.Z.: `Design of an optimal PID controller based on Lyapunov approach', Proc. 2009-International Conference on Information Engineering and Computer Science (ICIECS 2009), p. 17–21, Wu Han, People's Republic of China, 19–20 December 2009.
-
41)
- Yamakawa, Y., Ide, Y., Noda, Y., Yamazak, T., Kamimura, K., Kurosu, S.: `Application of H', SICE Ann. Conf. on Fukui, Fukui University, 4–6 August 2003, Japan.
-
42)
- K. Natarajan . Robust PID controller design for Hydro-turbines. IEEE Trans. Energy Convers. , 3 , 661 - 667
-
43)
- T.F. Coleman , Y. Li . On the convergence of reflective Newton methods for large-scale nonlinear minimization subject to bounds. Math. Program. , 2 , 189 - 224
-
44)
- H. Panagopoulos , K.J. Astrom , T. Hagglund . Design of PID controllers based on constrained optimization. IEE Proc. Control Theory Appl. , 1 , 32 - 40
-
45)
- Adusumilli, S., Rivera, D.E., Dash, S., Tsakalist, K.: `Integrated MIMO identification and robust PID controller design through loop shaping', Proc. American Control Conf., June 1998, Philadelphia, PN.
-
46)
- D'azzo Houpis . Linear control system analysis and design.
-
47)
- Zhang, Y.: `Solving large-scale linear programs by interior-point methods under the MATLAB environment', Technical report TR96–01, July 1995, Baltimore County, Baltimore, MD.
-
1)