Interval type-2 fuzzy PID load frequency controller using Big Bang-Big Crunch optimization

Applied Soft Computing Journal

Volumn 15, Issue , 2014, Pages 100-112

  Yesil, Engin ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Big Bang Big Crunch optimization; Interval type 2 fuzzy PID controllers; Load frequency control

Indexed keywords

FOOTPRINT OF UNCERTAINTIES; GLOBAL OPTIMIZATION ALGORITHM; INTERVAL TYPE-2 FUZZY; INTERVAL TYPE-2 FUZZY SETS; LARGE-SCALE COMPLEX SYSTEMS; LOAD FREQUENCY CONTROLLERS; LOAD-FREQUENCY CONTROL; OPTIMIZATION PARAMETER;

ALGORITHMS; ELECTRIC CONTROL EQUIPMENT; ELECTRIC FREQUENCY CONTROL; ELECTRIC POWER SYSTEM INTERCONNECTION; FUZZY SETS; GLOBAL OPTIMIZATION; OPTIMIZATION; PRESS LOAD CONTROL; PROPORTIONAL CONTROL SYSTEMS; THREE TERM CONTROL SYSTEMS;

ELECTRIC LOAD MANAGEMENT;

EID: 84889001836     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2013.10.031     Document Type: Article

References (74)

1. P. Subbaraj, and K. Manickavasagam Automatic generation control of multi-area power system using fuzzy logic controller European Transactions on Electrical Power 18 2008 266 280
2. C.S. Chang, and W. Fu Area load frequency control using fuzzy gain scheduling of PI controllers Electric Power Systems Research 42 2 1997 145 152
3. N. Jaleeli, L.S. VanSlyck, D.N. Ewart, L.H. Fink, and A.G. Hoffmann Understanding automatic generation control IEEE Transactions on Power Systems 7 3 1992 1106 1112
4. J. Talaq, and F. Al-Basri Adaptive fuzzy gain scheduling for load frequency control IEEE Transactions on Power Systems 14 1 1999 145 150
5. O.I. Elgerd Electric Energy Systems Theory: An Introduction 1971 McGraw-Hill New York
6. E. Yesil, M. Guzelkaya, and I. Eksin Self-tuning fuzzy PID-type load and frequency controller Energy Conversion and Management 45 3 2004 377 390
7. I. Vajk Adaptive load-frequency control of the Hungarian power system Automatica 21 2 1985 129 137
8. H. Bevrani, M. Yasunori, and T. Kiichiro Sequential design of decentralized load frequency controllers using mu synthesis and analysis Energy Conversion and Management 45 6 2004 865 881
9. H. Bevrani, and H. Takashi Robust decentralized PI based LFC design for time-delay power systems Energy Conversion and Management 49 2 2008 193 204
10. H.A. Mohamed Wavelet neural network load frequency controller Energy Conversion and Management 46 9/10 2005 1613 1630
11. W. Tan Tuning of PID load frequency controller for power systems Energy Conversion and Management 50 6 2009 1465 1472
12. A. Demiroren, and E. Yesil Automatic generation control with fuzzy logic controllers in the power system including SMES units International Journal of Electrical Power & Energy Systems 26 4 2004 291 305
13. I. Ngamroo, C. Taeratanachai, S. Dechanupaprittha, and Y. Mitani Enhancement of load frequency stabilization effect of superconducting magnetic energy storage by static synchronous series compensator based on H∞ control Energy Conversion and Management 48 4 2007 1302 1312
14. I. Ngamroo An optimization technique of robust load frequency stabilizer for superconducting magnetic energy storage Energy Conversion and Management 46 18/19 2005 3060 3090
15. S. Pothiya, and I. Ngamroo Optimal fuzzy logic-based PID controller for load-frequency control including superconducting magnetic energy storage units Energy Conversion and Management 49 10 2008 2833 2838
16. H. Shayeghi, A. Jalili, and H.A. Shayanfar A robust mixed H2/H∞ based LFC of a deregulated power system including SMES Energy Conversion and Management 49 10 2008 2656 2668
17. M.Md. Thameem Ansari, and S. Velusami Dual mode linguistic hedge fuzzy logic controller for an isolated wind-diesel hybrid power system with superconducting magnetic energy storage unit Energy Conversion and Management 51 1 2010 169 181
18. M. Djuksnovic, M. Novicevic, D.J. Sobajic, and Y.P. Pao Conceptual development of optimal load frequency control using artificial neural networks and fuzzy set theory International Journal of Engineering Intelligent System in Electronic Engineering Communication 3 2 1995 95 108
19. D.K. Chaturvedi, P.S. Satsangi, and P.K. Kalra Load frequency control: a generalised neural network approach International Journal of Electrical Power & Energy Systems 21 6 1999 405 415
20. Y. Oysal A comparative study of adaptive load frequency controller designs in a power system with dynamic neural network models Energy Conversion and Management 46 15/16 2005 2656 2668
21. K. Sabahi, M. Teshnehlab, and M.A. Shoorhedeli Recurrent fuzzy neural network by using feedback error learning approaches for LFC in interconnected power system Energy Conversion and Management 50 4 2009 938 946
22. S.R. Khuntia, and S. Panda Simulation study for automatic generation control of a multi-area power system by ANFIS approach Applied Soft Computing 12 1 2012 333 341
23. Q.P. Ha, and M. Negnevitsky Fuzzy tuning in electric power generation control Fourth International Conference on Advances in Power System Control, Operation and Management, APSCOM-97 1997 662 667
24. E. Cam, and I. Kocaarslan Load frequency control in two area power systems using fuzzy logic controller Energy Conversion and Management 46 2 2005 233 243
25. H. Shayeghi, A. Jalili, and H.A. Shayanfar Robust modified GA based multi-stage fuzzy LFC Energy Conversion and Management 48 5 2007 1656 1670
26. H. Shayeghi, A. Jalili, and H.A. Shayanfar Multi-stage fuzzy load frequency control using PSO Energy Conversion and Management 49 10 2008 2570 2580
27. A. Ibraheem, P. Kumar, and D.P. Kothari Recent philosophies of automatic generation control strategies in power systems IEEE Transactions on Power Systems 20 1 2005 346 357
28. H. Shayeghi, H.A. Shayanfar, and A. Jalili Load frequency control strategies: a state-of-the-art survey for the researcher Energy Conversion and Management 50 2 2009 344 353
29. L.A. Zadeh The concept of a linguistic variable and its application to approximate reasoning-I Information Sciences 8 1975 199 249
30. N.N. Karnik, J.M. Mendel, and Q. Liang Type-2 fuzzy logic systems IEEE Transactions on Fuzzy Systems 7 6 1999 643 658
31. P.Z. Lin, C.M. Lin, C.F. Hsu, and T.T. Lee Type-2 fuzzy controller using a sliding-mode approach for application to DC-DC converters IEE Proceedings - Electric Power Applications 152 6 2005 1482 1488
32. S. Barkati, E.M. Berkouk, and M.S. Boucherit Application of type-2 fuzzy logic controller to an induction motor drive with seven-level diode-clamped inverter and controlled infeed Electrical Engineering 90 2008 347 359
33. Q. Liang, and J.M. Mendel Interval type-2 fuzzy logic systems: theory and design IEEE Transactions on Fuzzy Systems 8 5 2000 535 550
34. J.M. Mendel Uncertain Rule-Based Fuzzy Logic: Introduction and New Directions 2000 Prentice Hall USA
35. H. Hagras Type-2 FLCs: a new generation of fuzzy controllers IEEE Computational Intelligence Magazine 2 1 2007 30 43
36. J.M. Mendel Computing derivatives in interval type-2 fuzzy logic system IEEE Transactions on Fuzzy Systems 12 1 2004 84 98
37. C.F. Juang, and Y.W. Tsao A type-2 self-organizing neural fuzzy system and its FPGA implementation IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 38 6 2008 1537 1548
38. C.F. Juang, and C.H. Hsu Reinforcement interval type-2 fuzzy controller design by online rule generation and q-value-aided ant colony optimization IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 39 6 2009 1528 1542
39. M.H.F. Zarandi, I.B. Turksen, and O.T. Kasbi Type-2 fuzzy modeling for desulphurization of steel process Expert Systems with Applications 32 1 2007 157 171
40. D. Wu, and W.W. Tan Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers Engineering Applications of Artificial Intelligence 19 8 2006 829 841
41. R. Martinez, O. Castillo, and L.T. Aguilar Optimization of interval type-2 fuzzy logic controllers for a perturbed autonomous wheeled mobile robot using genetic algorithms Information Sciences 179 13 2009 2158 2174
42. O. Castillo, P. Melina, and W. Pedrycz Design of interval type-2 fuzzy models through optimal granularity allocation Applied Soft Computing 11 2011 5590 5601
43. O. Castillo, P. Melina, A. Alanis, O. Montiel, and R. Sepulveda Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms Soft Computing 15 6 2011 1145 1160
44. O. Castillo, and P. Melina A review on the design and optimization of interval type-2 fuzzy controllers Applied Soft Computing 12 2012 1267 1278
45. D. Wu, and W.W. Tan A type-2 fuzzy logic controller for the liquid-level process Proceedings of IEEE International Conference On Fuzzy Systems 2004 953 958
46. M. Galluzzo, B. Cosenza, and A. Matharu Control of a nonlinear continuous bioreactor with bifurcation by a type-2 fuzzy logic controller Computers & Chemical Engineering 32 12 2008 2986 2993
47. T. Kumbasar, I. Eksin, M. Güzelkaya, and E. Yesil Type-2 fuzzy model based controller design for neutralization processes ISA Transactions 51 2 2012 277 287
48. T. Kumbasar, I. Eksin, M. Güzelkaya, and E. Yesil Interval type-2 fuzzy inverse controller design in nonlinear IMC structure Engineering Applications of Artificial Intelligence 24 6 2011 996 1005
49. R.H. Abiyev, O. Kaynak, T. Alshanableh, and F. Mamedov A type-2 neuro-fuzzy system based on clustering and gradient techniques applied to system identification and channel equalization Applied Soft Computing 11 2011 1396 1406
50. K.R. Sudha, and R.V. Santhi Robust decentralized load frequency control of interconnected power system with generation rate constraint using type-2 fuzzy approach International Journal of Electrical Power & Energy Systems 33 3 2011 699 707
51. K.R. Sudha, and R.V. Santhi Load frequency control of an interconnected reheat thermal system using type-2 fuzzy system including SMES units International Journal of Electrical Power & Energy Systems 43 1 2012 1383 1392
52. O.K. Erol, and I. Eksin A new optimization method: Big Bang-Big Crunch Advances in Engineering Software 37 2 2006 106 111
53. A. Kaveh, and S. Talatahari Optimal design of Schwedler and ribbed domes via hybrid Big Bang-Big Crunch algorithm Journal of Construction Steel Research 66 3 2010 412 419
54. M. Dogan, and Y. Istefanopulos Optimal nonlinear controller design for flexible robot manipulators with adaptive internal model IET Control Theory & Applications 1 3 2007 770 778
55. C.V. Camp Design of space trusses using Big Bang-Big Crunch optimization Journal of Structural Engineering 133 7 2007 999 1008
56. A. Kaveh, and A. Zolghadr Truss optimization with natural frequency constraints using a hybridized CSS-BBBC algorithm with trap recognition capability Computers and Structures 102/103 2012 14 27
57. T. Kumbasar, I. Eksin, M. Güzelkaya, and E. Yesil Adaptive fuzzy model based inverse controller design using BB-BC optimization algorithm Expert Systems with Applications 38 10 2011 12356 12364
58. H.M. Genc, O.K. Erol, I. Eksin, M.F. Berber, and B.O. Güleryuz A stochastic neighborhood search approach for airport gate assignment problem Expert Systems with Applications 39 2012 316 327
59. O. Castillo, L. Aguilar, N. Cázarez, and S. Cárdenas Systematic design of a stable type-2 fuzzy logic controller Applied Soft Computing 8 3 2008 1274 1279
60. H.L. Zeynelgil, A. Demiroren, and N.S. Sengor The application of ANN technique to automatic generation control for multi-area power system International Journal of Electrical Power & Energy Systems 24 5 2002 345 354
61. I. Ngamroo, and W. Kongprawechnon A robust controller design of SSSC for stabilization of frequency oscillations in interconnected power systems Electric Power Systems Research 67 2003 161 176
62. G. Franze, and F. Tedesco Constrained load/frequency control problems in networked multi-area power systems Journal of the Franklin Institute 348 2011 832 852
63. W. Tan Decentralized load frequency controller analysis and tuning for multi-area power systems Energy Conversion and Management 52 2011 2015 2023
64. W. Tan, and H. Zhou Robust analysis of decentralized load frequency control for multi-area power systems International Journal of Electrical Power & Energy Systems 43 2012 996 1005
65. D.G. Padhan, and S. Majhi A new control scheme for PID load frequency controller of single-area and multi-area power systems ISA Transactions 52 2 2013 242 251
66. Q. Liang, and J.M. Mendel An introduction to type-2 TSK fuzzy logic systems Proceedings of IEEE International Conference on Fuzzy Systems, FUZZ-IEEE '99 1999 1534 1539
67. S. Oblak, I. Škrjanc, and S. Blaič Fault detection for nonlinear systems with uncertain parameters based on the interval fuzzy model Engineering Applications of Artificial Intelligence 20 4 2007 503 510
68. E. Yesil, M. Guzelkaya, and I. Eksin Fuzzy PID controllers: an overview Proceeding of the 3rd Triennial ETAI International Conference on Applied Automatic Systems Ohrid, Macedonia 2003 105 112
69. M. Guzelkaya, I. Eksin, and E. Yesil Self-tuning of PID-type fuzzy logic controller coefficients via relative rate observer Engineering Applications of Artificial Intelligence 16 3 2003 227 236
70. H.M. Genc, E. Yesil, I. Eksin, M. Guzelkaya, and O.A. Tekin A rule base modification scheme in fuzzy controllers for time delay systems Expert Systems with Applications 36 4 2009 8476 8486
71. O. Karasakal, M. Guzelkaya, I. Eksin, and E. Yesil An error-based on-line rule weight adjustment method for fuzzy PID controllers Expert Systems with Applications 38 8 2011 12356 12364
72. H. Chaoui, and W. Gueaieb Type-2 fuzzy logic control of a flexible-joint manipulator Journal of Intelligent and Robotic Systems 51 2 2008 159 186
73. H. Wu, and J.M. Mendel Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems IEEE Transactions on Fuzzy Systems 10 5 2002 622 639
74. D. Wu An overview of alternative type-reduction approaches for reducing the computational cost of interval type-2 fuzzy logic controllers Proceedings of IEEE International Conference on Fuzzy Systems, FUZZ-IEEE'2012 2012 1 8