پایان نامه یک روش بهینه‌سازی پارامترهای پایدارسازهای سیستم قدرت تک ماشینه با استفاده از الگوریتم اصلاح شده جستجوی هارمونی

فهرست پایان نامه یک روش بهینه‌سازی پارامترهای پایدارسازهای سیستم قدرت تک ماشینه با استفاده از الگوریتم اصلاح شده جستجوی هارمونی

فهرست:

فهرست مطالب

عنوان

صفحه

چکیده .....................................................................................................................

1

فصل اول:مقدمه .......................................................................................................

2

   1-1- پیشگفتار .............................................................................................................

3

   1-2- نوسانات فرکانس پایین و ناپایداری سیگنال کوچک ..........................................

4

   1-3- بهبود پایداری سیگنال کوچک با استفاده از تجهیزات کنترلی ............................

5

   1-4- اهداف پروژه ......................................................................................................

5

   1-5- سرفصل‌های پایان‌نامه .........................................................................................

6

فصل دوم: مروری بر ادبیات گذشته و مدل سازی سیستم .........................................

7

   2-1- مقدمه .................................................................................................................

8

   2-2- فرضیات و تعریف‌های اساسی ...........................................................................

9

   2-3- طبقه‌بندی پایداری سیستم قدرت .......................................................................

9

       2-3-1- پایداری زاویه روتور ................................................................................

10

   2-4- روش‌های بهبود پایداری سیگنال کوچک ...........................................................

12

      2-4-1- پایدارساز سیستم قدرت ............................................................................

12

          2-4-1-1- روش‌های خطی طراحی پایدارساز ..................................................

13

          2-4-1-2- روش‌های غیرخطی طراحی پایدارساز.............................................

15

   2-5- مدل سازی سیتم قدرت .....................................................................................     

18

       2-5-1- ژنراتور سنکرون و اجزاء آن .....................................................................

18

       2-5-2- محاسبه ضرایب مدل هفرون فیلیپس ........................................................

23

       2-5-3- مدل فضای حالت .....................................................................................

23

          2-5-3-1- مدل فضای حالت سیستم تک ماشین ..............................................

23

   2-6- مدل بار ..............................................................................................................

24

   2-7- پایدارساز سیستم قدرت  ........................................................................

24

   2-8- الگوریتم جستجوی هارمونی ..............................................................................

26

       2-8-1- مقدمه .......................................................................................................

26

        2-8-2- ساختار روش حل  .................................................................................

29

            2-8-2-1-تعیین اولیه مسئله و پارامترهای ......................................................

29

            2-8-2-2- تعیین اولیه حافظه هارمونی ...........................................................

31

            2-8-2-3- تولید هارمونی جدید بر اساس بداهه‌نوازی ..................................

31

            2-8-2-4- بروز رسانی حافظه هارمونی .........................................................

32

            2-8-2-5- بررسی ناحیه توقف ......................................................................

32

       2-8-3- الگوریتم جستجوی هارمونی بهبود یافته  .....................................

32

   2-9- نتیجه‌گیری ..........................................................................................................

34

فصل سوم: معرفی روش پیشنهادی...........................................................................

35

   3-1- مقدمه .................................................................................................................

36

   3-2- شماتیک کلی روش‌ پیشنهادی ............................................................................

36

   3-3- تحلیل مدال ........................................................................................................

38

   3-4- توابع هدف برای بهینه سازی پارامترهای پایدارساز ...........................................

39

      3-4-1- تابع هدف پیشنهادی ..................................................................................

42

   3-5- تعیین پارامترهای اولیه الگوریتم..........................................................................

43

   3-6- قیود تمامی توابع هدف ......................................................................................

43

   3-7- مفروضات مسئله ................................................................................................

44

   3-8- معرفی سیستم مورد مطالعه ................................................................................

44

   3-9- ابزار شبیه سازی .................................................................................................

44

   3-10- نتیجه گیری ......................................................................................................

45

فصل چهارم: شبیه سازی و مطالعات عددی .............................................................

46

   4-1- مقدمه .................................................................................................................

47

   4-2- تحلیل پایداری سیگنال کوچک سیستم تک ماشین بدون پایدارساز ..................

47

   4-3- تحلیل پایداری سیگنال کوچک سیستم تک ماشین با حضور پایدارساز ............

51

   4-4- تنظیم پارامترهای سیستم قدرت 4 ماشینه  .........................................................

58

   4-5- نتیجه‌گیری ..........................................................................................................

64

فصل پنجم: نتیجه‌گیری و پیشنهادها .........................................................................

65

   5-1- نتیجه‌گیری ..........................................................................................................

66

   5-2- پیشنهادات برای ادامه کار ...................................................................................

66

فهرست مراجع ................................................................................................................

68

چکیده به زبان انگلیسی ...........................................................................................

71

منبع:

فهرست مراجع

[1] E.V.Larsen and D.A. Swann, “Applying power system stabilizers part- I: general concepts",    IEEE Trans. on Power Apparatus and Systems, vol. PAS-100, No. 6, pp. 3017-3024, June 1981.

[2] E.V.Larsen and D.A. Swann, “Applying power system stabilizers part- II: performance objective and tuning concepts", IEEE Trans. on Power Apparatus and Sys- tems, vol. PAS-100, No. 6, pp. 3025-3033, June 1981.

[3] P. Kundur, M. Klein, G. J. Rogers and M. S. Zywno, “Application of power system stabilizers for enhancement of overall system stability", IEEE Trans. on Power Systems, vol. 4, pp. 614-626, May 1989.

[4] F.P. DeMello, P.J. Nolan, T.F. Laskowski and J.M. Undrill, “Co-ordinated application of stabilizers in multi-machine power systems", IEEE Trans. on Power Appa-ratus and Systems, vol. PAS-99, pp. 892-901, May/June'80.

[5] O.H.Abdalla, S.A.Hassan and N.T.Tweig, “Co-ordinated stabilization of a multimachine power system", IEEE Trans. on Power Apparatus and Systems, vol.PAS- 103, pp. 483-494, Mar.'84.

[6] R.J. Fleming, M.A. Mohan and K. Parvatisam, “Selection of parameters of stabilizers in multimachine power systems", IEEE Trans. on Power Apparatus and Systems, vol. PAS-100, pp. 2329-2333, 1981.

[7] K. E. Bollinger, A. Laha, R. Hamilton and T. Harras, “Power system stabilizer design using root locus methods", IEEE Trans. on Power Apparatus and Systems, vol. PAS-94, pp. 1484-1488, September/October 1975.

[8] H.Liu, L.Jin, D.Le, A.A.Chowdhury, “Impact of High Penetration of Solar Photovoltaic Generation on Power System Small Signal Stability“, IEEE International Conference on Power System Technology, 2010.

[9] S.Yuanzhang, W.Lixin, L.Guojie, L.Jin, “A Review on Analysis and Control of Small Signal         Stability of Power System with Large Scale Integration of Wind Power”, IEEE International      Conference on Power System Technology, 2010.

[10] P. Kundur, J. Paserba, V. Ajjarapu, G. Andersson, A. Bose, “Definition and classification of power system stability,” IEEE Transaction on Power Systems, vol. 19, no. 2, 2004.

[11] P. Kundur, J. Paserba, V. Ajjarapu, G. Andersson, A. Bose, “Definition and classification of power system stability,” IEEE Transaction on Power Systems, vol. 19, no. 2, 2004.

[12] C. Taylor, Power Voltage Stability. New York: McGraw-Hill, 1994.

[13] P. Kundur, Power System Stability and Control, The EPRI Power System Engineering Series ed. New York: McGraw- Hill, 1994. 

[14] G. Rogers, “Demystifying power system oscillations,” IEEE Computer Applications in Power, 1996.

[15] A number of Authors, Power System Oscillation, Kluwer Academic Publishers, 2000.

[16] A. Doi and S. Abe, “Coordinated synthesis of power system stabilizers in multi-machine power systems,” IEEE Transactions on Power Apparatus and Systems, vol. PAS-103, no. 6, pp. 1473-1479, 1984.

[17] E. Z. Zhou, O. P. Malik, and G. S. Hope, “Theory and method for selection of power system stabilizer location,” IEEE Transactions on Energy Conversion, vol. 6, no. 1, pp. 170-176, 1991.

[18] J. V. Milanovic and A. C. Serrano Duque, “The use of relative gain array for optimal placement of PSSs,” in IEEE Power Engineering Society Winter Meeting, 2001, pp. 992- 996, vol. 3.

[19] D. Yang, V. Ajjarapu, “Critical eigenvalues tracing for power system analysis via continuation of invariant subspaces and projected Arnoldi method,” IEEE General Meeting, 2007.

[20] L. Haitao, Z. Wanhua, J. Zhang, M. Xiaobo, F. Zhao, “Modal analysis of machine tools during working process by matrix perturbation method,” ISAM IEEE conf., 2011.

[21] H. Othman, and et al., “On the design of robust power system stabilizers,” IEEE Proc of 28th conf on Dec. & control, pp. 1853-1857, December 1989

[22] Y. Yu, and Q. Li, “Pole-placement power system stabilizers design of an unstable nine-machine system,” IEEE Trans. Pr Sys., vol. 5, no. 2, pp.353-358, May 1990.

[23] C. Wu, and Y. Hsu, “Design of self-tuning PID PSS for multi-machine power systems,” IEEE Trans. Power Sys., vol. 3, no. 3, pp. 1059-1064, August 1988.

[24] M. K. El-Sherbiny, and et al., “Optimal pole shifting for power system stabilization,” EPSR 66 (2003) 253-258.

[25] M. Nambu, and Y. Ohsawa, “Development of an advanced power system stabilizer using a strict linearization approach,” IEEE Trans. Power Sys., vol. 11, no. 2, pp. 813-818, May 1996.

[26] V. M. Paina, and et al., “Optimal output feedback control of power systems with high-speed excitation systems,” IEEE Power App. & Sys., vol. PAS-95, no. 2, pp. 677- 686, March/April 1976.

[27] P. S. Rao, and I. Sen, “Robust tuning of power system stabilizers using QFT,” IEEE Trans.Cont. Sys. Tech., vol. 7, no. 4, pp. 478-486, July 1999.

[28] A. K. Sedigh, & G. Alizadeh, “Design of robust PSS using quantitive feedback theory,” IEEE contl Conf., pub. no.389, pp. 416-421, March 1994.

[29] J. M. Ramirez, & I. Castillo, “PSS & FDS simultaneous tuning,” EPSR 68 (2004) 33-40.

[30] C. T. Tse, & et al., “Robust PSS design by probabilistic eigenvalue sensitivity analysis,” EPSR 59 (2001) 47-54.

[31] M. Gibbard, & D. Vowles, “Design of PSSs for a multigenerator power station,”IEEE,pp.1167-1171, 2000.

[32] W. Gu, “System damping improvement using adaptive PSS,” IEEE Proc of Canadian conf on Elec. & computer engineering, Edmonton, Canada,pp.1245-1247,May 1999.

[33] J. Ritonja, & et al., “Design of an adaptive PSS,” IEEE, ISIE'99-Bled, Slovenia, pp. 1306-1311, 1999.

[34] A. Eichmann, & et al., “A prototype self-tuning adaptive PSS for damping of active power swings,” IEEE, pp. 122- 126, 2000.

[35] S. Deghdy, & et al., “Design of a PSS based on selftuning regulator,” IEEE, pp. 1046-1049, 1994.

[36] Y. L. Abdel-Magid, & et al., “Power system output feedback stabilizer design via genetic algorithms,” IEEE conf. publication no. 446, pp. 56-62, September 1997.

[37] M. A. Abido, & Y. L. Abdel-Magid, “Coordinated design of a PSS and an SVC-based controller to enhance power system stability,” EPSR 25 (2003) 695-704.

[38] M. A. Abido, “Optimal design of PSSs using particle swarm optimization,” IEEE Trans. Energy Con., vol. 17, no. 3, pp. 406-413, September 2002.

[39] W. Liu, and et al., “Adaptive neural network based PSS design,” IEEE, pp. 2970-2975, 2003.

[40] Y. Lee, and et al., “Design of single-input fuzzy logic control PSS,” IEEE Proc of TENCON'02, pp.1901-1904, 2002.

[41] D. M. Lam, & H. Yee, “A study of frequency responses of generator electrical torques for PSS design,” IEEE Trans. Power Sys.., vol. 13, no. 3, pp. 1136-1142, August 1998.

[42] M. A. Johnson, & et al., “Prony analysis and power system stability some recent theoretical and applications research,” IEEE, pp. 1918-1923, 2000.

[43] P. M. Anderson and A. A. Fouad, Power System Control and Stability. IEEE Press, Piscataway, NJ, 1994.

[44] P. Sauer and M. Pai, Power System Dynamics and Stability. Prentice Hall, Upper Saddle River, Nj, 1998.

[45] K.R. Padiyar, “Power System Dynamics Stability and Control", Interline publishing private Ltd., Bangalore, 1996.

[46] G. Gurrala, I. Sen, “Power system stabilizers design for interconnected power systems,” IEEE Trans. On Power Systems, Vol. 25, No. 2, May 2010, pp. 1042-1052.

[47] N. Mithulananthan, M. M. A. Salama, C. A. Canizaras, and J. Reeve, “Distribution system voltage regulation and var compensation for different static load models,” IJEEE, vol. 37, no. 4, October 2000, pp. 384-395.

[48] S. K. Wang, “A Novel Objective Function and Algorithm for Optimal PSS Parameter Design in a Multi-Machine Power System,” IEEE Trans. On Power Systems, vol. 28, No. 1, Feb. 2013.

[49] Geem, Z.W., Kim J.H. and Loganathan G.V. (2001).A new heuristic optimization algorithm: harmony search. Simulations. 76, 60–68.

[50] Yeniay, O. (2005). A comparative study on optimization methods for the constrained nonlinear programming problems. Mathematical Problems in Engineering. 2, 165– 173.

[51] Lee, K. S., Geem Z.W., Lee S. H., Bae K. W. (2005). The harmony search heuristic algorithm for discrete structural optimization, Eng. Optim. 37, 663–684.

[52] Fesanghary, M., Mahdavi, M., Minary-Jolandan, M., Alizadeh,Y. (2008). Hybridizing harmony search algorithm with sequential quadratic programming for engineering optimization problems. Computer Methods in Applied Mechanics and Engineering. 197, 3080–3091.

[53] R. Srinivasa, S. V. Narasimham, M. Ramalinga, “Optimal network reconfiguration of large scale distribution system using haramony search algorithm,” IEEE Trans. On Power System, Vol. 26, No. 3, 2011.

[54] A. Verma, B. K. Panigrahi, P.R. Bijwe, “Harmony search for transmission network expansion planning,” Generation, Transmission, Distribution, IET, Vol. 4, No. 6, 2010.

[55] A. Parizad, H. R. Baghaee, S. Dehghan,  “Aplication of harmony serach for transmission expansion planning considering security index and uncertainty,” Electric power and energy conference, 2009.

[56] Mahdavi, M., Fesanghary M. and Damangir E. (2007). An improved harmony search algorithm for solving optimization problems. Appl Math Comput. 188, 1567–1579.

[57] R. P. Schulz, “Synchronous machine modeling,” presented at the symposim Adequacy and Philosophy of Modeling: System Dynamic Performance,” San Francisco, July 1972.

[58] S. Q. Yuan, D. Z. Fang, “Robust PSS Parameters Design Using a Trajectory Sensitivity Approach,” IEEE Trans. On Power Systems, Vol. 24, No. 2, May 2010.