Yıl 2011,
Cilt: 26 Sayı: 3, 0 - , 20.02.2013
Öz
Bu çalışma, klasik güç sistemi dengeleyicisi (PSS) ile parçacık sürüsü optimizasyon tabanlı PSS yerine yapay arıkolonisi (ABC) tabanlı PSS kullanarak geniş alan çalışma bölgesinde güç sistem kararlılığını artırmak için güçsistem sönümleme performansını iyileştiren optimal PSS parametrelerinin elde edilmesini açıklamaktadır.Optimize edilen PSS’in parametreleri, güç sistem kalıcı durum kararlılığını gösteren hatanın mutlak değerinintoplamı olan performans indeksi ile elde edilmiştir. Bu çalışmada tek makine (jeneratör) sonsuz güçlü bara(TMSGB) sistemi ile iki farklı uyarma sistemi kullanılmıştır. Simülasyon sonuçları tasarlanan ABC tabanlıPSS’in klasik ve parçacık sürüsü optimizasyon algoritması tabanlı PSS’lere göre daha hızlı cevap ve daha iyisönümleme verdiğini göstermiştir.
Anahtar Kelimeler
Güç sistemi dengeleyicisi yapay arı kolonisi algoritması tek makine sonsuz güçlü bara sistemi uyarma sistemi parçacık sürüsü optimizasyonu
Kaynakça
- Leonard Lee G., Power System Stability and
- Control, CRC Press, 2007.
- Akhrif, O., Okou, F.A., Dessaint, L.A. ve
- Champagne, R, “Application of a Multivariable
- Feedback Linearization Scheme for Rotor Angle
- Stability and Voltage Regulation of Power
- Systems”, IEEE Transactions on Power
- Systems, Cilt 14, No 2, 620-628, 1999.
- Shouzhen, Z., Shande, S., Houlian C. ve Jianmin
- J., “Effects of the Excitation System Parameters
- on Power System Transient Stability Studies”,
- nd International Conference on Advances in
- Power System Control, Operation and
- Management, Hong Kong, 532-535, 7-10 Aralık
- -
- Paulus,M., “Fuzzy System PSS”, Control of
- Power&heating systems, 5 th International
- Conference, Zlin, Czech Republic, 21-22 Mayıs,
- -
- Larsen, E.V. ve SWANN D.A., “Applying Power
- System Stabilizers Part I: General Concepts”,
- IEEE Transactions on Power Apparatus and
- Systems, Cilt 100, No 6, 3017-3024, 1981.
- Demello, F.P., ve Concordıa, C.: “Concepts of
- Synchronous Machine Stability as Affected by
- Excitation Control”, IEEE Transactions, Cilt
- , 316-329, 1969.
- Rajkumar, V., Zhu, W., Mohler, R.R., Spee, R.,
- Mittelstadt, W.A. ve Maratukulam, D., “A
- Bilinear Self-Tuning Controller for Multimachine
- Transient Stability”, IEEE Transactions on
- Power Systems, Cilt 9, No 3, 1379-1384, 1994.
- Hassan, L.H., Moghavvemi, M. ve Mohamed,
- H.A.F., “Power System Stabilization Based on
- Artificial İntelligent Techniques; A Review”,
- International Conference for Technical
- Postgraduates (TECHPOS), Kuala Lumpur, 1-
- , 14-15 Aralık 2009.
- Shahgholian Ghfarokhi, G., Arezoomand, M. ve
- Mahmoodian, H., “Analysis and Simulation of
- the Single-Machine İnfinite-Bus with Power
- System Stabilizer and Parameters Variation
- Effects”, ICIAS 2007. International
- Conference on Intelligent and Advanced
- Systems, 167-171, 25-28 Eylül 2007.
- Bhattacharya S.K., Electrical Machines, Tata
- McGraw Hill, New Delhi, 2008.
- Suzuki, K., Sumida, T., Uda, S., Shimomura, M.
- ve Tanaka, S., “The Characteristics of Excitation
- System”, International Conference on
- Advances in Power System Control, Operation
- and Management, Hong Kong, 479-484, 5-8
- Eylül 1991.
- Machowski J., Bialek J.W. ve Bumby J.R.,
- Power System Dynamics and Stability John
- Wiley & Suns Ltd., İngiltere, 1997.
- Pal, B. ve Chaudhuri B., Robust Control in
- Power Systems, Springer, ABD, 2005.
- Klempner, G., ve Kerszenbaum, I., Operation and
- Maintenance of Large Turbo-Generators, John
- Wiley & Suns Ltd., İngiltere, 2004.
- W. G. Heffron, R. A. Phillips, "Effect of a
- modern voltage regulator on underexcited
- operation of large turbine generators," AIEE
- Trans. 71:692-97, 1952.
- Korb, K., Randall, M. ve Hendtlass T., Artificial
- Life: Borrowing from Biology, Springer, 2009.
- Viani, F., Lizzi, L., Rocca, P., Benedetti, M.,
- Donelli, M. ve Massa, A., “Object Tracking
- Through RSSI Measurements in Wireless Sensor
- Networks”, Electronics Letters, Cilt 44, No 10,
- -654, 2008.
- Bonabeau, E., Dorigo, M. ve Theraulaz, G.,
- Swarm Intelligence: From Natural to Artificial
- Systems, New York, NY: Oxford University
- Press, 1999.
- Karaboğa, D. ve Akay B., “A Survey: Algorithms
- Simulating Bee Swarm Intelligence”, Springer,
- Cilt 31, No 1-4, 61-85, 2010,
- Karaboğa, D. ve Akay B., “Artificial Bee Colony
- (ABC) Algorithm on Training Artificial Neural
- Networks”, Signal Processing and
- Communications Applications, 1-4, Eskişehir,
- Türkiye, 11-13 Haziran 2007.
- Sheetekela, S. ve Folly F.A., “Breeder Genetic
- Algorithm for Power System Stabilizer Design”,
- IEEE Congress on Evolutionary Computation
- (CEC), Barselona, İspanya, 1-7, 18-23 Temmuz
- ,
- Gupta N. Ve Jain S.K., “Comparative Analysis
- of Fuzzy Power System Stabilizer Using
- Different Membership Functions”, International
- Journal of Computer and Electrical
- Engineering, Cilt 2, No 2, 1793-8163, 2010,
- Sauer, P.W. ve Pai, M.A., Power System
- Dynamics and Stability, Prentice Hall, New
- Jersey, A.B.D., 1998.
- El-Zonkoly, A.M., Khalil, A.A. ve Ahmied,
- N.M., “Optimal Tunning of Lead-Lag and Fuzzy
- Logic Power Systemstabilizers Using Particle
- Swarm Optimization”, Expert Systems with
- Applications, Cilt 36, 2097–2106, 2009.
- Dorf, R.C. ve Bishop R.H., Modern Control
- Systems, Pearson Prentice Hall, ABD, 2008.
- Kennedy, J.ve Eberhart, R., “Particle swarm
- optimization”, IEEE International Conference
- on Neural Networks, Cilt 4, 1942 – 1948, 1995.
- Gözde, H., Taplamacıoğlu, M.C., Kocaarslan, İ.,
- ve Şenol, M.A., “Particle swarm optimization
- based pi-controller design to load-frequency
- control of a two area reheat thermal power
- system”, Journal of Thermal Science and
- Technology, Cilt 30, No 1, 13-21, 2010,
- Gözde H., Taplamacıoğlu M. C., Kocaarslan İ.,
- Çam E., “İki Bölgeli Güç Sisteminde Parçacık
- Sürüsü Algoritması İle Yük-Frekans Kontrolü
- Optimizasyonu”, ELECO 2008, Elektrik -
- Elektronik Ve Bilgisayar Mühendisliği
- Sempozyumu, Bursa, 26-30 Kasım 2008.
- Gözde H., Taplamacıoğlu M. C., Kocaarslan İ.,
- Çam E., Particle Swarm Optimization Based
- Load Frequency Control In A Single Area Power
- System, TPE-2008 Conference Proceedings
- Forth International Conference on Technical
- and Physical Problems of Power Engineering,
- Pitesti , Romanya, 106-110, 4 - 6 Eylül 2008
Yıl 2011,
Cilt: 26 Sayı: 3, 0 - , 20.02.2013
Öz
Kaynakça
- Leonard Lee G., Power System Stability and
- Control, CRC Press, 2007.
- Akhrif, O., Okou, F.A., Dessaint, L.A. ve
- Champagne, R, “Application of a Multivariable
- Feedback Linearization Scheme for Rotor Angle
- Stability and Voltage Regulation of Power
- Systems”, IEEE Transactions on Power
- Systems, Cilt 14, No 2, 620-628, 1999.
- Shouzhen, Z., Shande, S., Houlian C. ve Jianmin
- J., “Effects of the Excitation System Parameters
- on Power System Transient Stability Studies”,
- nd International Conference on Advances in
- Power System Control, Operation and
- Management, Hong Kong, 532-535, 7-10 Aralık
- -
- Paulus,M., “Fuzzy System PSS”, Control of
- Power&heating systems, 5 th International
- Conference, Zlin, Czech Republic, 21-22 Mayıs,
- -
- Larsen, E.V. ve SWANN D.A., “Applying Power
- System Stabilizers Part I: General Concepts”,
- IEEE Transactions on Power Apparatus and
- Systems, Cilt 100, No 6, 3017-3024, 1981.
- Demello, F.P., ve Concordıa, C.: “Concepts of
- Synchronous Machine Stability as Affected by
- Excitation Control”, IEEE Transactions, Cilt
- , 316-329, 1969.
- Rajkumar, V., Zhu, W., Mohler, R.R., Spee, R.,
- Mittelstadt, W.A. ve Maratukulam, D., “A
- Bilinear Self-Tuning Controller for Multimachine
- Transient Stability”, IEEE Transactions on
- Power Systems, Cilt 9, No 3, 1379-1384, 1994.
- Hassan, L.H., Moghavvemi, M. ve Mohamed,
- H.A.F., “Power System Stabilization Based on
- Artificial İntelligent Techniques; A Review”,
- International Conference for Technical
- Postgraduates (TECHPOS), Kuala Lumpur, 1-
- , 14-15 Aralık 2009.
- Shahgholian Ghfarokhi, G., Arezoomand, M. ve
- Mahmoodian, H., “Analysis and Simulation of
- the Single-Machine İnfinite-Bus with Power
- System Stabilizer and Parameters Variation
- Effects”, ICIAS 2007. International
- Conference on Intelligent and Advanced
- Systems, 167-171, 25-28 Eylül 2007.
- Bhattacharya S.K., Electrical Machines, Tata
- McGraw Hill, New Delhi, 2008.
- Suzuki, K., Sumida, T., Uda, S., Shimomura, M.
- ve Tanaka, S., “The Characteristics of Excitation
- System”, International Conference on
- Advances in Power System Control, Operation
- and Management, Hong Kong, 479-484, 5-8
- Eylül 1991.
- Machowski J., Bialek J.W. ve Bumby J.R.,
- Power System Dynamics and Stability John
- Wiley & Suns Ltd., İngiltere, 1997.
- Pal, B. ve Chaudhuri B., Robust Control in
- Power Systems, Springer, ABD, 2005.
- Klempner, G., ve Kerszenbaum, I., Operation and
- Maintenance of Large Turbo-Generators, John
- Wiley & Suns Ltd., İngiltere, 2004.
- W. G. Heffron, R. A. Phillips, "Effect of a
- modern voltage regulator on underexcited
- operation of large turbine generators," AIEE
- Trans. 71:692-97, 1952.
- Korb, K., Randall, M. ve Hendtlass T., Artificial
- Life: Borrowing from Biology, Springer, 2009.
- Viani, F., Lizzi, L., Rocca, P., Benedetti, M.,
- Donelli, M. ve Massa, A., “Object Tracking
- Through RSSI Measurements in Wireless Sensor
- Networks”, Electronics Letters, Cilt 44, No 10,
- -654, 2008.
- Bonabeau, E., Dorigo, M. ve Theraulaz, G.,
- Swarm Intelligence: From Natural to Artificial
- Systems, New York, NY: Oxford University
- Press, 1999.
- Karaboğa, D. ve Akay B., “A Survey: Algorithms
- Simulating Bee Swarm Intelligence”, Springer,
- Cilt 31, No 1-4, 61-85, 2010,
- Karaboğa, D. ve Akay B., “Artificial Bee Colony
- (ABC) Algorithm on Training Artificial Neural
- Networks”, Signal Processing and
- Communications Applications, 1-4, Eskişehir,
- Türkiye, 11-13 Haziran 2007.
- Sheetekela, S. ve Folly F.A., “Breeder Genetic
- Algorithm for Power System Stabilizer Design”,
- IEEE Congress on Evolutionary Computation
- (CEC), Barselona, İspanya, 1-7, 18-23 Temmuz
- ,
- Gupta N. Ve Jain S.K., “Comparative Analysis
- of Fuzzy Power System Stabilizer Using
- Different Membership Functions”, International
- Journal of Computer and Electrical
- Engineering, Cilt 2, No 2, 1793-8163, 2010,
- Sauer, P.W. ve Pai, M.A., Power System
- Dynamics and Stability, Prentice Hall, New
- Jersey, A.B.D., 1998.
- El-Zonkoly, A.M., Khalil, A.A. ve Ahmied,
- N.M., “Optimal Tunning of Lead-Lag and Fuzzy
- Logic Power Systemstabilizers Using Particle
- Swarm Optimization”, Expert Systems with
- Applications, Cilt 36, 2097–2106, 2009.
- Dorf, R.C. ve Bishop R.H., Modern Control
- Systems, Pearson Prentice Hall, ABD, 2008.
- Kennedy, J.ve Eberhart, R., “Particle swarm
- optimization”, IEEE International Conference
- on Neural Networks, Cilt 4, 1942 – 1948, 1995.
- Gözde, H., Taplamacıoğlu, M.C., Kocaarslan, İ.,
- ve Şenol, M.A., “Particle swarm optimization
- based pi-controller design to load-frequency
- control of a two area reheat thermal power
- system”, Journal of Thermal Science and
- Technology, Cilt 30, No 1, 13-21, 2010,
- Gözde H., Taplamacıoğlu M. C., Kocaarslan İ.,
- Çam E., “İki Bölgeli Güç Sisteminde Parçacık
- Sürüsü Algoritması İle Yük-Frekans Kontrolü
- Optimizasyonu”, ELECO 2008, Elektrik -
- Elektronik Ve Bilgisayar Mühendisliği
- Sempozyumu, Bursa, 26-30 Kasım 2008.
- Gözde H., Taplamacıoğlu M. C., Kocaarslan İ.,
- Çam E., Particle Swarm Optimization Based
- Load Frequency Control In A Single Area Power
- System, TPE-2008 Conference Proceedings
- Forth International Conference on Technical
- and Physical Problems of Power Engineering,
- Pitesti , Romanya, 106-110, 4 - 6 Eylül 2008
Toplam 126 adet kaynakça vardır.
Ayrıntılar
| Birincil Dil | Türkçe |
|---|---|
| Bölüm | Makaleler |
| Yazarlar | |
| Yayımlanma Tarihi | 20 Şubat 2013 |
| Gönderilme Tarihi | 20 Şubat 2013 |
| Yayımlandığı Sayı | Yıl 2011 Cilt: 26 Sayı: 3 |