EN
Considering Practical Constraint's Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO
Öz
After solving problems like Unit Commitment and Economic Dispatch it is important to consider some special constraint which come directly from nature of generators. These constraints which will mention are some related to temperate limits and other are related to dynamic of turbines. In this paper after solving the unit commitment problem and economic dispatch simultaneously, the main effect of this constraints and method for skip them will be tried. In the next part the main cost function will be detailed this kind of functions on problems which consider two cost function instead of one The main algorithm that used is nested PSO. The nested PSO can optimize two function which one is in the inner layer of other one.The second algorithm which will try the results is NSGA-II.
Anahtar Kelimeler
Kaynakça
- Z. L. Gaing, “Particle swarm optimization to solving the economic dispatch considering the generator constraints,” IEEE Trans. Power Syst., vol. 18, no. 3, pp. 1187–1195, 2003.
- D. C. Walters and G. B. Sheble, “Genetic algorithm solution of economic dispatch with valve point loading.pdf,” IEEE Trans. Power Syst., vol. 8, no. 3, pp. 1325–1332, 1993.
- J. Zaborszky, G. Huang, B. Zheng, and T. C. Leung, “on the Phase Portrait of a Class of Large Nonlinear Dynamic Systems Such As the Power System.,” IEEE Trans. Automat. Contr., vol. 33, no. 1, pp. 4–15, 1988.
- S. Sayah and A. Hamouda, “A hybrid differential evolution algorithm based on particle swarm optimization for nonconvex economic dispatch problems,” Appl. Soft Comput., vol. 13, no. 4, pp. 1608–1619, 2013.
- S. Jiang, Z. Ji, and Y. Shen, “A novel hybrid particle swarm optimization and gravitational search algorithm for solving economic emission load dispatch problems with various practical constraints,” Int. J. Electr. Power Energy Syst., vol. 55, pp. 628–644, 2014.
- D. Bertsimas, E. Litvinov, X. A. Sun, J. Zhao, and T. Zheng, “Adaptive robust optimization for the security constrained unit commitment problem,” Power Syst. IEEE Trans., vol. 28, no. 1, pp. 52–63, 2013.
- M. Basu, “Artificial bee colony optimization for multi-area economic dispatch,” Int. J. Electr. Power Energy Syst., vol. 49, pp. 181–187, 2013.
- T. Niknam, R. Azizipanah-Abarghooee, and J. Aghaei, “A new modified teaching-learning algorithm for reserve constrained dynamic economic dispatch,” Power Syst. IEEE Trans., vol. 28, no. 2, pp. 749–763, 2013.
Ayrıntılar
Birincil Dil
İngilizce
Konular
-
Bölüm
-
Yayımlanma Tarihi
23 Eylül 2016
Gönderilme Tarihi
13 Şubat 2016
Kabul Tarihi
-
Yayımlandığı Sayı
Yıl 2016 Cilt: 16 Sayı: 2
APA
Farsadi, M., Hosseinnejad, H., & Sattarpour Dizaji, T. (2016). Considering Practical Constraint’s Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO. IU-Journal of Electrical & Electronics Engineering, 16(2), 3017-3023. https://izlik.org/JA42KX57LY
AMA
1.Farsadi M, Hosseinnejad H, Sattarpour Dizaji T. Considering Practical Constraint’s Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO. IU-Journal of Electrical & Electronics Engineering. 2016;16(2):3017-3023. https://izlik.org/JA42KX57LY
Chicago
Farsadi, Murtaza, Hadi Hosseinnejad, ve Tohid Sattarpour Dizaji. 2016. “Considering Practical Constraint’s Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO”. IU-Journal of Electrical & Electronics Engineering 16 (2): 3017-23. https://izlik.org/JA42KX57LY.
EndNote
Farsadi M, Hosseinnejad H, Sattarpour Dizaji T (01 Eylül 2016) Considering Practical Constraint’s Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO. IU-Journal of Electrical & Electronics Engineering 16 2 3017–3023.
IEEE
[1]M. Farsadi, H. Hosseinnejad, ve T. Sattarpour Dizaji, “Considering Practical Constraint’s Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO”, IU-Journal of Electrical & Electronics Engineering, c. 16, sy 2, ss. 3017–3023, Eyl. 2016, [çevrimiçi]. Erişim adresi: https://izlik.org/JA42KX57LY
ISNAD
Farsadi, Murtaza - Hosseinnejad, Hadi - Sattarpour Dizaji, Tohid. “Considering Practical Constraint’s Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO”. IU-Journal of Electrical & Electronics Engineering 16/2 (01 Eylül 2016): 3017-3023. https://izlik.org/JA42KX57LY.
JAMA
1.Farsadi M, Hosseinnejad H, Sattarpour Dizaji T. Considering Practical Constraint’s Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO. IU-Journal of Electrical & Electronics Engineering. 2016;16:3017–3023.
MLA
Farsadi, Murtaza, vd. “Considering Practical Constraint’s Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO”. IU-Journal of Electrical & Electronics Engineering, c. 16, sy 2, Eylül 2016, ss. 3017-23, https://izlik.org/JA42KX57LY.
Vancouver
1.Murtaza Farsadi, Hadi Hosseinnejad, Tohid Sattarpour Dizaji. Considering Practical Constraint’s Effect in Power Station Problems for Optimizing Power Generation by comparison NSGA-II and Nested PSO. IU-Journal of Electrical & Electronics Engineering [Internet]. 01 Eylül 2016;16(2):3017-23. Erişim adresi: https://izlik.org/JA42KX57LY