LOAD DİSPATCH FOR A POWER SYSTEM İN TERMS OF ECONOMY AND ENVİRONMENT BY USİNG VIKOR METHOD

Öz

Load dispatch considering economy and environment is an important issue at power systems. Economic load dispatch aims to generate demanded energy with minimum cost. It dispatches the load among generators by decreasing fuel cost. Otherwise, thermal plants are used commonly in the world to generate energy and they cause to environmental pollution. Energy generation with the most economic cost is good but protection of environment must be considered. Environmental load dispatch aims to generate demanded energy with minimum emission. It is significant for living in good health and clean environment. In this study, economic and environmental load dispatch problems are applied to a power system that consists of six generators to investigate cost and emission. VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) method is used for this study. VIKOR is one of the multi-criteria decision-making methods. It gives the most ideal solution for the problem

Anahtar Kelimeler

• Economic Dispatch, Environmental Dispatch, Optimization, Emission, VIKOR

VIKOR Yöntemi ile Güç Sistemi için Ekonomi ve Çevre Yönünden Yük Dağıtımı

Öz

dağıtımı, talep edilen enerjiyi minimum maliyet ile üretmeyi hedefler. Yükü, jeneratörler arasında yakıt maliyetini azaltacak şekilde dağıtır. Öte yandan, termik santraller enerji üretmek için dünyada yaygın olarak kullanılmaktadır ve çevre kirliliğine nedne olmaktadır. En ekonomik maliyet ile enerji üretmek iyidir fakat çevrenin korunması da dikkate alınmalıdır. Çevresel yük dağıtımı, talep edilen enerjiyi minimum emisyon ile üretmeyi hedefler. Bu durum sağlıklı olarak ve temiz bir çevrede yaşamak için önemlidir. Bu çalışmada, ekonomik ve çevresel yük dağıtımı problemleri, maliyet ve emisyonu incelemek için altı jeneratörden oluşan bir güç sistemine uygulanmıştır. Bu çalışma için VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR)

Anahtar Kelimeler

• Ekonomik Dağıtım, Çevresel Dağıtım, Optimizasyon, Emisyon, VIKOR

Kaynakça

1. Chen, F., Huang, G.H., Fan, Y.R., Liao, R.F. 2016. A Nonlinear Fractional Programming Approach for Environmental-economic Power Dispatch, Electrical Power and Energy Systems, 78, 2016, p. 463- 469.
2. Abdelaziz, A.Y., Ali, E.S., Abd Elazim , S.M. 2016. Combined Economic and Emission Dispatch Solution Using Flower Pollination Algorithm, Electrical Power and Energy [9] Hota, P.K., Sahu, N.C. 2015. Security Systems, 80, 2016, p. 264-274.
3. Bhattacharjee, K., Bhattacharya, A., Dey, S.H. 2015. Backtracking Search Optimization Based Environmental Power Dispatch Problems, Electrical Power and Energy Systems, 73, 2015, p. 830- 842.
4. Rajan, A., Malakar, T. 2016. Optimum Economic and Emission Dispatch Using Exchange Market Algorithm, Electrical Power and Energy Systems, 82, 2016, p. 545-560.
5. Fadıl, S., Urazel, B. 2014. A Security Constrained Environmental/economic Power Dispatch Technique Using F-MSG Algorithm for a Power System Area Including Limited Energy Supply Thermal Units, Electrical Power and Energy Systems, 56, 2014, p. 185- 197.
6. Rugthaicharoenchep, N., Thongkeaw, S. 2012. Economic Load Dispatch with Daily Load Patterns Using Particle Swarm Optimization, Journal of Energy and Power Engineering, 6, 2012, p. 1718-1724.
7. Sen, T., Hitesh, D.M. 2016. A New Approach to Solve Economic Dispatch Hybrid ACO-ABC-HS Optimization Algorithm, Electrical Power and Energy Systems, 78, 2016, p. 735- 744. Using a
8. Dosoglu, M.K., Guvenc, U., Sonmez, Y., Kahraman, H.T. 2016. Symbiotic Organisms Search Optimization Algorithm for Economic/Emission Dispatch Problem in Power Systems, Neural Computing & Applications, 2016, p. 1-17. DOI: 10.1007/s00521-016-2481-7 Constrained Economic Environmental Dispatch Through Fuzzy Based Gravitational Search Algorithm, American Journal of Electrical and Electronic Engineering, Vol. 3, No. 2, p. 44-50. DOI: 10.12691/ajeee-3-2-4

9. Bansal, S., Verma, S., Singh, S.K. 2015. Identification of Sustainability Indicators and Evaluation of Transportation Corridors during Construction Using Fuzzy VIKOR Method, Journal of Civil Engineering and Architecture, 9, 2015, p. 1217- 1228.
10. Mohanty, P.P., Manapata, S.S. 2014. A Compromise Solution by VIKOR Method for Ergonomically Designed Product with Optimal Set of Design Characteristics, 3rd International Conference on Materials Processing and Characterization, Procedia Material Science, 6, 2014, p. 633- 640.
11. Modiri-Delshad, M., Abd Rahim, N. (- 2016. Multi-objective Backtracking Search Algorithm for Economic Emission Dispatch Problem, Applied Soft Computing, 40, 2016, p. 479- 494.
12. Gul, M., Celik, E., Aydin, N., Gumus, A.T., Guneri, A.F. 2016. A State of the Art Literature Review of VIKOR and Its Fuzzy Extensions on Applications, Applied Soft Computing, 46, 2016, p. 60-89.
13. Zhang, N., Wei, G. 2013. Extension of VIKOR Method for Decision Making Problem Based on Hesitant Fuzzy Set, Applied Mathematical Modelling, 37, 2013, p. 4938-4967.
14. Rughooputh, H.C.S, Ah King, R.T.F. (- 2013. Dispatch of Thermal Units using an Elitist Multiobjective Evolutionary Algortihm, ICIT, Maribor, Slovenia, 2013.
15. Akkas, Ö.P., Arıkan, Y., Çam, E. 2016. Economic and Environmental Dispatch of Power Systems by Using Analytic Hierachy Process (AHP) Method, 8th Ege Energy Symposium, May 11-13, 2016, Afyonkarahisar.