Smart Structures and Systems

  • 제22권1호
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  • Pages.81-94
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  • 2018
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  • 1738-1584(pISSN)
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  • 1738-1991(eISSN)
테크노프레스 (Techno-Press)
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DOI QR코드

DOI QR Code

MOBA based design of FOPID-SSSC for load frequency control of interconnected multi-area power systems

  • Falehi, Ali Darvish (Department of Electrical Engineering, Shadegan Branch, Islamic Azad University)
  • 투고 : 2016.08.09
  • 심사 : 2018.03.21
  • 발행 : 2018.07.25
⟨ 이전 논문 다음 논문 ⟩

초록

Automatic Generation Control (AGC) has functionally controlled the interchange power flow in order to suppress the dynamic oscillations of frequency and tie-line power deviations as a perturbation occurs in the interconnected multi-area power system. Furthermore, Flexible AC Transmission Systems (FACTS) can effectively assist AGC to more enhance the dynamic stability of power system. So, Static Synchronous Series Compensator (SSSC), one of the well-known FACTS devices, is here applied to accurately control and regulate the load frequency of multi-area multi-source interconnected power system. The research and efforts made in this regard have caused to introduce the Fractional Order Proportional Integral Derivative (FOPID) based SSSC, to alleviate both the most significant issues in multi-area interconnected power systems i.e., frequency and tie-line power deviations. Due to multi-objective nature of aforementioned problem, suppression of the frequency and tie-line power deviations is formularized in the form of a multi-object problem. Considering the high performance of Multi Objective Bees Algorithm (MOBA) in solution of the non-linear objectives, it has been utilized to appropriately unravel the optimization problem. To verify and validate the dynamic performance of self-defined FOPID-SSSC, it has been thoroughly evaluated in three different multi-area interconnected power systems. Meanwhile, the dynamic performance of FOPID-SSSC has been accurately compared with a conventional controller based SSSC while the power systems are affected by different Step Load Perturbations (SLPs). Eventually, the simulation results of all three power systems have transparently demonstrated the dynamic performance of FOPID-SSSC to significantly suppress the frequency and tie-line power deviations as compared to conventional controller based SSSC.

키워드

참고문헌

  1. Abdelmalek, S., Barazane, L. and Larabi, A. (2016), "A novel scheme for current sensor faults diagnosis in the stator of a DFIG described by a T-S fuzzy model", Measurement, 91(9), 680-691. https://doi.org/10.1016/j.measurement.2016.05.102
  2. Alomoush, M.I. (2010), "Load frequency control and automatic generation control using fractional-order controllers", Electrical Engineering, 91 (7), 357-368. https://doi.org/10.1007/s00202-009-0145-7
  3. Balarko, C., Bikash, C., Aygyrios, C., Zolotas, Jaimoukha, M. and Green, C. (2003), "Mixed-sensitivity approach to $H_{\infty}$ control of power system oscillations employing multiple FACTS devices", IEEE T. Power Syst., 18(3), 1149-1156. https://doi.org/10.1109/TPWRS.2003.811311
  4. Bevarani, H., Hiyama, T. and Mitani. Y. (2008), "Power system dynamic stability and voltage regulation enhancement using an optimal gain vector", Control Eng. Pract., 16(9), 1109-1119. https://doi.org/10.1016/j.conengprac.2008.01.001
  5. Bhatt, P., Roy, R. and Ghoshal, S.P. (2011), "Comparative performance evaluation of SMES-SMES, TCPS-SMES and SSSC-SMES controllers in automatic generation control for a two-area hydro-hydro system", Elec. Power Energ. Syst., 33(6), 1585-1597. https://doi.org/10.1016/j.ijepes.2010.12.015
  6. Cai, L. and Erlich, I. (2005), "Simultaneous coordinated tuning of PSS and FACTS damping controllers in large power systems", IEEE T. Power Syst., 20(1), 294-300. https://doi.org/10.1109/TPWRS.2004.841177
  7. Chakraborty, J., Konar, A., Nagar, A. and Das, S. (2009), "Rotation and translation selective Pareto optimal solution to the box-pushing problem by the mobile robots using NSGA-II", IEEE Congress In: Evolutionary Computation.
  8. Chaudhuri, B. and Pal, B. (2004), "Robust damping of multiple swings modes employing global stabilizing signals with TCSC", IEEE T. Power Syst., 19(1), 499-506. https://doi.org/10.1109/TPWRS.2003.821463
  9. Chaudhuri, B., Pal. B., Zolotas, AC., Jaimoukha, I.M. and Geen, TC. (2003), "Mixed-sensitivity approach to H control of power systems oscillations employing multiple FACTS devices", IEEE T. Power Syst., 18(3), 1149-1156. https://doi.org/10.1109/TPWRS.2003.811311
  10. Debbarma, S., Saikia, L.C. and Sinha, N. (2014), "Automatic generation control using two degree of freedom fractional order PID controller", Elec. Power Energ. Syst., 58(1), 120-129. https://doi.org/10.1016/j.ijepes.2014.01.011
  11. Divya, K.C. and Nagendra Rao. P.S. (2005), "A simulation model for AGC studies of hydro-hydro systems", Elec. Power Energy Systems, 27 (2), 335-342. https://doi.org/10.1016/j.ijepes.2004.12.004
  12. Falehi, A.D. (2012), "Simultaneous coordinated design of TCSCbased damping controller and AVR based on PSO technique", PRZEGLĄD ELEKTROTECHNICZNY (Electrical Review), 88(5), 0033-2097.
  13. Falehi, A.D. and Rostami, M. (2011), "Design and analysis of a novel dual-input PSS for damping of power system oscillations Employing RCGA-Optimization Technique", Int. Rev. Elec. Eng., 6(2), 938-945.
  14. Falehi, A.D., Dankoob, A., Amirkhan, S. and Mehrjardi, H. (2011), "Coordinated design of STATCOM-based damping controller and dual-input PSS to improve transient stability of power system", Int. Rev. Elec. Eng., 6(3), 1308-1318.
  15. Falehi, A.D., Rostami, M. and Doroudi, A. (2011), "'Coordinated design of PSSs and SSSC-based damping controller based on GA optimization technique for damping of power system multimode oscillations", IEEE PEDSTC Conference, 199-204.
  16. Falehi, A.D., Rostami, M., Doroudi, A. and Ashrafian, A. (2012), "Optimization and coordination of SVC-based supplementary controllers and PSSs to improve the power system stability using genetic algorithm", Turk J Elec Eng. Comp. Sci., 20(5), 639-654.
  17. Falehi, A.D> (2013), "Design and scrutiny of maiden PSS for alleviation of power system oscillations using RCGA and PSO techniques", J. Elec. Eng. Technol., 8(3), 402-410. https://doi.org/10.5370/JEET.2013.8.3.402
  18. Goshal, S.P. (2004), "Optimization of PID gains by particle swarm optimization in fuzzy based automatic generation control", Elec. Power Syst. Res., 72(1), 203-212. https://doi.org/10.1016/j.epsr.2004.04.004
  19. Gyugyi, L. (1992), "Unified power-flow control concept for flexible AC transmission systems", IEE Proc. Gener. Transm. Distrib., 139 (4), 323-331. https://doi.org/10.1049/ip-c.1992.0048
  20. Gyugyi, L., Schauder, C.D. and Sen, K.K. (1997), "Static synchronous series compensator: a solid-state approach to the series compensation of transmission lines", IEEE T. Power Deliver, 12(1), 406-417. https://doi.org/10.1109/61.568265
  21. Iracleus, D.P. and Alexandridis. A.T. (2005), "A multi-task automatic generation control for power regulation", Elec. Power Syst. Res., 73(1), 275-285. https://doi.org/10.1016/j.epsr.2004.06.011
  22. Kazemi, M.R., Motlagh, J. and Naghshbandi. A.H. (2007), "Application of a new multi-variable feedback linearization method for improvement of power systems transient stability", Elec. Power Energ. Syst., 29(3), 322-328. https://doi.org/10.1016/j.ijepes.2006.07.011
  23. Khodabakhshian, A. and Hemmati, R. (2013), "Multi-machine power system stabilizer design by using cultural algorithms", Elec. Power Energ. Syst, 44(1), 571-580. https://doi.org/10.1016/j.ijepes.2012.07.049
  24. Khuntia, S.R. and Panda, S. (2013), "ANFIS approach for SSSC controller design for the improvement of transient stability performance", Math. Comput. Model., 57(2), 289-300. https://doi.org/10.1016/j.mcm.2011.06.052
  25. Kundur, P., Klein, M., Rogers, G.J. and Zywno, M.S. (1989), "Application of power system stabilizers for enhancement of overall system stability", IEEE T. Power Syst., 4(2), 614-626.
  26. Lu, B. (2012), "The first integral method for some time fractional differential equations", J. Math. Anal. Appl., 395(2), 684-693. https://doi.org/10.1016/j.jmaa.2012.05.066
  27. Moradi, A. Shirazi, K.H., Keshavarz, M., Falehi, A.D. and Moradi, M. (2014), "Smart piezoelectric patch in nonlinear beam: design, vibration control and optimal location", T. Inst. Msurement Control, 36(1), 131-144. https://doi.org/10.1177/0142331213495041
  28. Panda, S. (2011), "Differential evolution algorithm for SSSCbased damping controller design considering time delay", J. Franklin Inst., 348(3), 1903-1926. https://doi.org/10.1016/j.jfranklin.2011.05.011
  29. Panda, S., Swain, S.C., Rautray, P.K., Malik, R.K. and Panda, G. (2010), "Design and analysis of SSSC-based supplementary damping controller", Simul. Model. Pract. Th., 18(9), 1199-1213. https://doi.org/10.1016/j.simpat.2010.04.007
  30. Pham, D.T. and Castellani, M. (2009), "The bees algorithm: Modelling foraging behaviour to solve continuous optimization problems", Sage J. 223(12), 2919-2938.
  31. Pham, D.T., Ghanbarzadeh, A., Koc, E., Otri, S., Rahim, S. and Zaidi, M. (2006), "The bees algorithm, a novel tool for complex optimisation problems", Proceedings of the 2nd Int Virtual Conf on Intelligent Production Machines and Systems.
  32. Pham, D.T., Koc, E., Ghanbarzadeh, A. and Otri, S. (2006), "Optimisation of the Weights of Multi-Layered Perceptions Using the Bees Algorithm", Proceedings of 5th International Symposium on Intelligent Manufacturing Systems, Sakarya, Turkey, 38-46.
  33. Pham, D.T., Otri, S., Ghanbarzadeh, A. and Kog, E. (2006), "Application of the bees algorithm to the training of learning vector quantisation networks for control chart pattern recognition", ICTTA'06 Information and Communication Technologies, 1624-1629.
  34. Sabatier, J., Lanusse, P., Melchior, P. and Oustaloup, A. (2015), "Fractional order differentiation and robust control design", Intelligent Systems, Control and Automation: Science and Engineering, 77.
  35. Shehata, E.G. (2015), "Sliding mode direct power control of RSC for DFIGs driven by variable speed wind turbines", Alexandria Eng. J., 54(4), 1067-1075. https://doi.org/10.1016/j.aej.2015.06.006
  36. Swain, S.C., Panda, S. and Mahapatra, S. (2015), "A multi-criteria optimization technique for SSSC based power oscillation damping controller design", Ain Shams Eng. J., 6(1), 1-13. https://doi.org/10.1016/j.asej.2014.08.008
  37. Taibin, C., Rui, H. and Bifu, Q. (2011), "The design of nonlinear control strategy for SSSC based on constant voltage control", International IEEE Conference on Control and Industrial Engineering (CCIE), 30-32.
  38. Tan, W. and Xu, Z. (2009), "Robust analysis and design of load frequency controller for power systems", Elec. Power Syst. Res.,79(3), 846-853. https://doi.org/10.1016/j.epsr.2008.11.005
  39. Tereshko, V. and Loengarov, A. (2005), "Collective decision making in honey bee foraging dynamics", Comput. Inform. Syst., 9(3), 1-7.
  40. Truong, D.N. and Ngo, V.T. (2015), "Designed damping controller for SSSC to improve stability of a hybrid offshore wind farms considering time delay", Elec. Power Energ. Syst., 65(4), 425-431. https://doi.org/10.1016/j.ijepes.2014.10.046
  41. Truong, D.N. and Ngo, V.T. (2015), "Designed damping controller for SSSC to improve stability of a hybrid offshore wind farms considering time delay", Elec. Power Energ. Syst., 65(2), 425-431. https://doi.org/10.1016/j.ijepes.2014.10.046
  42. Xue, D. and Chen, YQ. (2002), "A comparative introduction of four fractional order controllers", Proceedings of the 4th World Congress on Intelligent Control and Automation, 3228-3235.
  43. Zamani, M., Ghartemani, MK., Sadati, N. and Parniani, M. (2009), "Design of a fractional order PID controller for an AVR using particle swarm optimization", Control Eng. Pract., 17(12), 1380-1387. https://doi.org/10.1016/j.conengprac.2009.07.005

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