Araştırma Makalesi

APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET

Cilt: 13 Sayı: 4 13 Ekim 2018
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APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET

Abstract

The aim of unit commitment problem in power systems has been converted from cost minimization to profit maximization with the liberalization of power markets. The generation companies (GENCOs) schedule the units to maximize their profit for the forecasted prices in day ahead market (DAM). The generation scheduling of generators in deregulated environment is called as Profit Based Unit Commitment (PBUC). In this paper, an application of Analytic Hierarchy Process (AHP) is proposed to solve PBUC problem. The method is applied to 3- units power system. The results are compared with the methods in the literature. As shown in the study, the proposed AHP method introduces its applicability and efficiency for solving the unit commitment problem in a day ahead market. 

Keywords

Kaynakça

  1. [1] Shahidehpour, M., Yamin, H., and Li, Z., (2002). Market Operations in Electric Power Systems: Forecasting, Scheduling, and Risk Management, John Wiley & Sons, Inc.
  2. [2] Sudhakar, A.V.V., Karri, C., and Laxmi, A.J., (2017). Profit Based unit Commitment for GENCOs Using Lagrange Relaxation-Differential Evolution. Engineering Science and Technology, an International Journal, Volume:20, Issue:2, pp:738-747.
  3. [3] Reddy, K.S., Panwar, L.K., Kumar, R., and Panigrahi, B.K., (2016). Binary Fireworks Algorithm for Profit Based Unit Commitment (PBUC) problem. Electrical Power and Energy Systems, Volume:83, pp:270-282.
  4. [4] Raglend, I.J., Raghuveer, C., Avinash, G.R., Padhy, N.P., and Kothari, D.P., (2010). Solution to Profit Based Unit Commitment Problem Using Particle Swarm Test. Applied Soft Computing, Volume:10, Issue:4, pp:1247-1256.
  5. [5] Solanki, J., Khushalani, S., and Srivastava, A., (2006). A Genetic Algorithm Approach to Price-Based Unit Commitment. IEEE.
  6. [6] Rampriya, B. and Mahadevan, K., (2010). Scheduling the Units and Maximizing the Profit of Gencos Using LR-PSO Technique. International Journal on Electrical Engineering and Informatics, Volume:2, Number:2, pp:150-158.
  7. [7] Dimitroulas, D.K. and Georgilakis, P.S., (2011). A New Memetic Algorithm Approach for the Price Based Unit Commitment Problem. Applied Energy, Volume:88, Issue:12, pp:4687-4699.
  8. [8] Selvakumar, K., Venkatesan, T., and Sanavullah, M.Y., (2012). Price Based Unit Commitment Problem Solution Using Shuffled Frog Leaping Algorithm. IEEE-International Conference on Advances in Engineering, Science and Management (ICAESM-2012.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Mühendislik

Bölüm

Araştırma Makalesi

Yazarlar

ÖZGE PINAR Akkaş *
KIRIKKALE UNIVERSITY
Türkiye

YAĞMUR Arıkan
KIRIKKALE UNIVERSITY
Türkiye

ERTUĞRUL Çam
KIRIKKALE UNIVERSITY
Türkiye

Yayımlanma Tarihi

13 Ekim 2018

Gönderilme Tarihi

21 Kasım 2017

Kabul Tarihi

25 Temmuz 2018

Yayımlandığı Sayı

Yıl 2018 Cilt: 13 Sayı: 4

Kaynak Göster

APA
Akkaş, Ö. P., Arıkan, Y., & Çam, E. (2018). APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET. Technological Applied Sciences, 13(4), 310-317. https://izlik.org/JA92HP85EZ
AMA
1.Akkaş ÖP, Arıkan Y, Çam E. APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET. Technological Applied Sciences. 2018;13(4):310-317. https://izlik.org/JA92HP85EZ
Chicago
Akkaş, ÖZGE PINAR, YAĞMUR Arıkan, ve ERTUĞRUL Çam. 2018. “APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET”. Technological Applied Sciences 13 (4): 310-17. https://izlik.org/JA92HP85EZ.
EndNote
Akkaş ÖP, Arıkan Y, Çam E (01 Ekim 2018) APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET. Technological Applied Sciences 13 4 310–317.
IEEE
[1]Ö. P. Akkaş, Y. Arıkan, ve E. Çam, “APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET”, Technological Applied Sciences, c. 13, sy 4, ss. 310–317, Eki. 2018, [çevrimiçi]. Erişim adresi: https://izlik.org/JA92HP85EZ
ISNAD
Akkaş, ÖZGE PINAR - Arıkan, YAĞMUR - Çam, ERTUĞRUL. “APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET”. Technological Applied Sciences 13/4 (01 Ekim 2018): 310-317. https://izlik.org/JA92HP85EZ.
JAMA
1.Akkaş ÖP, Arıkan Y, Çam E. APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET. Technological Applied Sciences. 2018;13:310–317.
MLA
Akkaş, ÖZGE PINAR, vd. “APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET”. Technological Applied Sciences, c. 13, sy 4, Ekim 2018, ss. 310-7, https://izlik.org/JA92HP85EZ.
Vancouver
1.ÖZGE PINAR Akkaş, YAĞMUR Arıkan, ERTUĞRUL Çam. APPLICATION OF AHP METHOD FOR SOLVING THE UNIT COMMITMENT PROBLEM IN A DAY AHEAD MARKET. Technological Applied Sciences [Internet]. 01 Ekim 2018;13(4):310-7. Erişim adresi: https://izlik.org/JA92HP85EZ