Adaptive fuzzy tracking control for linear motor driven compressor

Linear compressors driven by a linear motor have attracted wide attention in cooling equipments. The nonlinear characteristics of linear compressor make it difficult to use a conventional feedback controller over a wide range of operation. In this paper, an adaptive fuzzy control is designed that can control the piston stroke of a linear compressor to a desired trajectory. The performance of the control algorithm of the linear compressor is verified through simulation.

[1]  Nan-Chyuan Tsai,et al.  High-Frequency Linear Compressor and Lateral Position Regulation , 2012, IEEE Transactions on Control Systems Technology.

[2]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[3]  Frank L. Lewis,et al.  Robust backstepping control of nonlinear systems using neural networks , 2000, IEEE Trans. Syst. Man Cybern. Part A.

[4]  H. F. Ho,et al.  Adaptive fuzzy approach for a class of uncertain nonlinear systems in strict-feedback form. , 2008, ISA transactions.

[5]  Miroslav Krstic,et al.  Nonlinear and adaptive control de-sign , 1995 .

[6]  Gang Feng,et al.  A combined backstepping and small-gain approach to robust adaptive fuzzy control for strict-feedback nonlinear systems , 2004, IEEE Trans. Syst. Man Cybern. Part A.

[7]  Shuzhi Sam Ge,et al.  Adaptive neural network control of nonlinear systems with unknown time delays , 2003, IEEE Trans. Autom. Control..

[8]  I. Kanellakopoulos,et al.  Systematic Design of Adaptive Controllers for Feedback Linearizable Systems , 1991, 1991 American Control Conference.

[9]  Jiabin Wang,et al.  A Learning Feed-Forward Current Controller for Linear Reciprocating Vapor Compressors , 2011, IEEE Transactions on Industrial Electronics.

[10]  Sung-An Kim,et al.  Modeling of Non-Linear Analysis of Dynamic Characteristics of Linear Compressor , 2012, 2012 Sixth International Conference on Electromagnetic Field Problems and Applications.

[11]  Hong-Hee Lee,et al.  A Novel Strategy of Efficiency Control for a Linear Compressor System Driven by a PWM Inverter , 2008, IEEE Transactions on Industrial Electronics.

[12]  Shuzhi Sam Ge,et al.  Adaptive neural network control for strict-feedback nonlinear systems using backstepping design , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[13]  Masayoshi Tomizuka,et al.  Adaptive robust control of SISO nonlinear systems in a semi-strict feedback form , 1997, Autom..

[14]  Bor-Sen Chen,et al.  H∞ tracking design of uncertain nonlinear SISO systems: adaptive fuzzy approach , 1996, IEEE Trans. Fuzzy Syst..

[15]  M. Polycarpou,et al.  Stable adaptive tracking of uncertain systems using nonlinearly parametrized on-line approximators , 1998 .

[16]  Li-Xin Wang.  Stable adaptive fuzzy control of nonlinear systems , 1993, IEEE Trans. Fuzzy Syst..