Real-Time Implementation of a Type-2 Fuzzy Logic Controller on an On-Line UPS System
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In this paper, a digital signal processor based real-time implementation of a type-2 fuzzy logic (T2FL) controller on an on-line uninterruptible power supply (UPS) is presented. The UPS consists of three main power circuits. Power circuits are non-linear structure and contain uncertainties. Conventional controllers cannot be enough to overcome uncertainties. In this study, type–2 fuzzy controller which has high performance for modeling uncertainties has been developed as control algorithm to control the UPS system. The system was also controlled with proportional–integral (PI) controller to show the superiority of the proposed type–2 fuzzy controller. When compared with the performance of both controllers in terms of their dynamic responses, it was observed that the T2FL controllers have faster dynamic response under transient loading conditions than PI controllers
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A. Emadi, A. Nasiri, S.B. Bekiarov, Uninterruptible Power Supplies and Active Filters (Boca Raton, FL:CRC Press, 2004).
H. Deng, R. Oruganti, D. Srinivasan, Analysis and Design of Iterative Learning Control Strategies for UPS Inverters, IEEE Transaction on Industrial Electronics, vol. 54, n. 3, 2007, pp. 1739–1751.
A. Nasiri, N. Zhong, S.B. Bekiarov, A. Emadi, An On-Line UPS System with Power Factor Correction and Electric Isolation Using BIFRED Converter, IEEE Transactions on Industrial Electronics, vol. 55, n. 2, 2008, pp. 722-730.
S. Karve, Three of a Kind: UPS Topologies, IEC Standard,” IEE Review, vol. 46, n. 2, 2000, pp. 27–31.
J.H. Choi, J.M. Kwon, J.H. Jung, B.H. Kwon, High- Performance On-line UPS using Three-leg-type Converter, IEEE Transactions on Industrial Electronics, vol. 52, n. 3, 2005, pp. 889–897.
A. Kawamura, R. Chuarayapratip, T. Haneyoshi, Deadbeat control of PWM Inverter with Modified Pulse Patterns for Uninterruptible Power Supply, IEEE Transaction on Industrial Electronics, vol. 35, n. 2, 1998, pp. 295-300.
S.B. Bekiarov, A. Emadi, Uninterruptible Power Supplies: Classification, Operation, Dynamics, and Control,” in 17th IEEE Applied Power Electronics Conference, March 2002.
R. Krishnan, S. Srinivasan, Topologies for uninterruptible power supplies, in IEEE International Symposium on Industrial Electronics, June 1993, Hungary.
W.J. Ho, J.B. Lio, W.S. Feng, Economic UPS Structure with Phase-Controlled Battery Charger and Input Power Factor Improvement, IEE Proceedings-Electric Power Applications, vol. 144, n. 4, 1997, pp. 221–226.
S. Buso, S. Fasolo, P. Mattavelli, Uninterruptible Power Supply Multiloop Control Employing Digital Predictive Voltage and Current Regulators, IEEE Transactions on Industry Applications, vol. 37, n. 6, 2001, pp.1846-1854.
T.L. Tai, C.H. Chen, UPS inverter Design using Discrete Time Sliding Mode Control Scheme, IEEE Transaction on industrial Electronics, vol. 49, n. 1, 2002, pp. 67-75.
C.H. Lai, Y.Y. Tzou, DSP-embedded UPS Controller for High-performance Single-phase On-line UPS Systems,” in IEEE 2002 28th Annual Conference of the Industrial Electronics, 2002.
O. Kukrer, H. Komurcugil, Deadbeat Control Method for Single-phase UPS Inverters with Compensation of Computation Delay, IEE Proceedings on Electric Power Applications, vol. 146, n. 1, 1999, pp. 123-128.
K. Zhang, Y. Kang, J. Xiong and J. Chen, Direct Repetitive Control of SPWM Inverter for UPS Purpose, IEEE Transaction on Power Electronics, vol. 18, n. 3, 2003, pp. 784-792.
P. Mattavelli, G. Escobar, A.M. Stankovic, Dissipativity-based Adaptive and Robust Control of UPS, IEEE Transaction on industrial Electronics, vol. 48, n. 2, 2001, pp. 334-343.
T.S. Lee, S.J Chiang, J.M Chang, H∞ loop-shaping Controller Designs for the Single-phase UPS Inverters, IEEE Transaction on Power Electronics, vol. 16, n. 4, 2001, pp. 473-481.
T.J. Liang, J.L. Shyu, Improved DSP-controlled On-line UPS System with High Real Output Power, IEE Proceeding -Electric Power Applications, vol. 151, n. 1, 2004, pp. 121-127.
U.M. Nasir, T.S. Radwan, R.M. Azizur, Fuzzy Logic Controller Based Cost Effective Four Switch Three-phase Inverter Fed IPM Synchronous Motor Drive System, IEEE Transaction on Industry Applications, vol. 42, n. 1, 2006, pp.21-30.
I. Colak, R. Bayindir, O.F. Bay, Reactive Power Compansation using A Fuzzy Logic Controlled Synchronous Motor, Energy Conversion & Management, vol.44, n. 13, 2003, 2189-2204.
S.A. Mir, D.S. Zinger, M.E. Elbubulk, Fuzzy Controller for Inverter Fed Induction Machines, IEEE Transaction on Industry Applications, vol. 30, n. 1, 1994, pp.78-84.
B.M. Singh, B.P. Singh, Fuzzy Control of Integrated Current-controlled Converter-Inverter-Fed Cage Induction Motor Drive, IEEE Transaction on Industry Applications, vol. 35, n. 2, 1999, pp. 405–412.
Lalalou, R., Bahi, T., Bouzekri, H., Sensorless indirect vector controlled induction motor using fuzzy logic control of speed estimation and stator resistance adaptation, (2010) International Review on Modelling and Simulations (IREMOS), 3 (3), pp. 325-330.
Sankar, R., Ramareddy, S., Simulation of double boost converter fed PMDC drive with FL control for constant speed applications, (2011) International Review on Modelling and Simulations (IREMOS), 4 (3), pp. 997-1006.
A.R. Ofoli, A. Rubaai, Real-time Implementation of A Fuzzy Logic Controller for Switch-mode Power-stage DC–DC Converters, IEEE Transactions on Industrial Electronics, vol. 42, n. 6, 2006, pp. 1367–1374.
O.F. Bay, O. Deperlioğlu, C. Elmas, Fuzzy Control of DC-DC Converters Based on User Friendly Design, International Journal of Electronics, vol. 90, n.7, 2003, pp. 445-458.
W.C. So, C.K. Tse, Y.S. Lee, Development of A Fuzzy Logic Controller for DC/DC Converters: Design, Computer Simulation, and Experimental Evaluation, IEEE Transactions on Power Electronics, vol. 11, n. 1, 1996, pp. 24–31.
P. Mattavelli, L. Rossetta, G. Spiazzi, P. Tenti, General-purpose Fuzzy Logic Controller for DC–DC Converters, IEEE Transactions on Power Electronics, vol. 12 , n. 1, 1997, pp. 79–85.
T. Gupta, R.R. Boudreaux, R.M. Nelms, J.Y. Hung, Implementation of A Fuzzy Controller for DC-DC Converters using An Inexpensive 8-bit Microcontroller, IEEE Transaction on Industrial Electronics, vol. 44, n. 5, 1997, pp. 661–669.
Salimi, A., Delshad, M., Fuzzy logic based sliding mode controller for dc-dc sepic converter, (2012) International Review on Modelling and Simulations (IREMOS), 5 (3), pp. 1196-1201.
Lenwari, W., Odavic, M., A comparison of high performance control algorithms for three-phase shunt active power filters, (2011) International Review on Modelling and Simulations (IREMOS), 4 (6), pp. 2851-2857.
Prasomsak, P., Areerak, K.-L., Areerak, K.-N., Optimal fuzzy logic controller design for shunt active power filters, (2011) International Review on Modelling and Simulations (IREMOS), 4 (6), pp. 2858-2870.
T.F. Wu, C.H. Chang, Y.H. Chen, A Fuzzy-Logic-Controlled Single-stage Converter for PV-powered Lighting System Applications, IEEE Transactions on Industrial Electronics, vol. 47, n. 2, 2000, pp. 287-296.
O. F. Bay, I Atacak, Realization of A Single Phase DSP Based Neuro-Fuzzy Controlled Uninterruptible Power Supply, in 2007 IEEE International Symposium on Industrial Electronics, 2007, Vigo, Spain.
H.A. Hagras, A Hierarchical Type-2 Fuzzy Logic Control Architecture for Autonomous Mobile Robots, IEEE Transaction on Fuzzy Systems, vol. 12, 2004, pp. 524–539.
J.M. Mendel, Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions (Prentice-Hall, Upper Saddle River, NJ, 2001).
L.A. Zadeh, The Concept of A Linguistic Variable and its Application to Approximate Reasoning – 1, Information Sciences, vol. 8, 1975, pp. 199-249.
I. Atacak, O.F. BayA Type-2 Fuzzy Logic Controller Design for Buck and Boost DC-DC Converters, Journal of Intelligent Manufacturing, DOI: 10.1007/s10845-010-0388-1, 2010.
N.N. Karnik, J.M. Mendel, Q. Liang, Type-2 fuzzy logic systems,” IEEE Transactions on Fuzzy Systems, vol. 7, n. 6, 1999, pp. 643-658.
Q. Liang, J.M. Mendel, Interval Type–2 Fuzzy Logic Systems: Theory and Design, IEEE Transactions on Fuzzy Systems, vol. 8, 2000, pp. 535–549.
R. H. Abiyev, O. Kaynak, T. Alshanableh, F. Mamedov, A Type-2 Neuro-fuzzy System Based on Clustering and Gradient Techniques Applied to System Identification and Channel Equalization, Applied Soft Computing, vol.11, 2011, pp. 1396–1406.
S. Barkati, E.M. Berkouk, M.S. Boucherit, Application of Type-2 Fuzzy Logic Controller to an Induction Motor Drive with Seven-Level Diode-Clamped Inverter and Controlled Infeed,” Springer-Verlag, Electrical Engineering, vol. 90, 2008, pp. 347-359.
K.H. Ang, G.C.Y. Chong, Y. Li, PID Control System Analysis, Design, and Technology, IEEE Transactions on Control Systems Technology, vol. 13, n. 4, 2005, pp. 559-576.
K.J. Åström, T. Hägglund, PID Controllers: Theory Design and Tuning (Instrument Society of America. Research Triangle Park, NC, 1995).
R. Gorez, A Survey of PID Auto-tuning Methods, Journal A, vol. 38, n. 1, 1997, pp. 3–10.
A. O’Dwyer, Handbook of PI and PID Controller Tuning Rules (Imperial College Press, 2006).
Ghadiri, N., Baraani-Dastjerdi, A., Ghasem-Aghaee, N., Nematbakhsh, M.A., Performance improvement of group-based queries using FCM and GK fuzzy clustering, (2010) International Review on Computers and Software (IRECOS), 5 (6), pp. 643-651.
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