TY - JOUR T1 - Hibrit Enerji Sistemlerine Dayalı Mikro-Şebeke Tasarımı ve Optimizasyonu: Zonguldak-Elvanpazarcık Uygulaması TT - Design and Optimization of a Microgrid Based on Hybrid Energy Systems: A Case Study in Zonguldak-Elvanpazarcık AU - Pamuk, Nihat PY - 2025 DA - July Y2 - 2025 DO - 10.7212/karaelmasfen.1650108 JF - Karaelmas Fen ve Mühendislik Dergisi PB - Zonguldak Bulent Ecevit University WT - DergiPark SN - 2146-7277 SP - 83 EP - 96 VL - 15 IS - 2 LA - tr AB - Bu çalışmada, Zonguldak İli sınırları içerisinde yer alan kırsal bölgeler için rüzgâr ve güneş enerjilerinin hibrit bir sistem olarak kullanıldığı dağıtık üretim tesislerine (mikro şebeke) yönelik bir model yapısı tasarlanmıştır. Bu model ile yenilenebilir enerji kaynaklarının kullanımının yaygınlaştırılması, enerji üretiminde sürdürülebilirliğin sağlanması ve enerji çeşitliliğinin artırılması amaçlanmaktadır. Bu yaklaşım hem bölgesel enerji ihtiyaçlarının karşılanması hem de çevresel etkilerin azaltılması açısından önemli bir adım olarak değerlendirilmektedir. Bu çalışmada, HOMER Pro yazılımı kullanılarak Zonguldak ili Merkez ilçesine bağlı Elvanpazarcık beldesinde, 20 adet hanenin elektrik enerjisi ihtiyacını karşılayabilecek bir mikro-şebeke sisteminin tasarlanması amaçlanmıştır. Bölgenin iklim verileri ve enerji yük ihtiyacı analiz edilerek, sistemde kullanılacak ekipmanlar bu veriler doğrultusunda belirlenmiştir. HOMER Pro programı aracılığıyla, seçilen ekipmanların ekonomik maliyet analizleri yapılmış ve rüzgâr-güneş enerjisi gibi yenilenebilir enerji kaynakların entegre edildiği optimum hibrit enerji sisteminin konfigürasyon modeli oluşturulmuştur. Bu model, bölgenin enerji ihtiyacını sürdürülebilir ve ekonomik bir şekilde karşılamayı amaçlamaktadır. Yapılan optimizasyon çalışmaları sonucunda, en uygun sistemin rüzgâr türbini, fotovoltaik (PV) panel ve dizel jeneratörden oluşan hibrit bir yapı olduğu belirlenmiştir. Bu sistemde; 13 adet rüzgâr türbini, 123 kW gücünde güneş paneli, 88 kW gücünde dizel jeneratör, 116 kW kapasiteli batarya bankası ve 81.1 kW gücünde inverter kullanılmıştır. Sistemin başlangıç sermayesi 475.210 bin $, Net Şimdiki Maliyeti (NPC) 600.673 bin $, Enerji Maliyeti (COE) 0.283 $/kWh ve yıllık işletme maliyeti ise 10.834 bin $ olarak hesaplanmıştır. Ayrıca, sistemin toplam enerji üretiminin %99.8’inin yenilenebilir enerji kaynakları tarafından karşılandığı tespit edilmiştir. Bu sonuçlar, sistemin hem çevresel sürdürülebilirlik hem de ekonomik açıdan uygun bir çözüm sunduğunu göstermektedir. KW - Ekonomik fizibilite analizi KW - enerji yönetimi KW - hibrit güç sistemleri KW - HOMER Pro yazalımı KW - mikro-şebeke N2 - In this study, a model structure for distributed generation systems (micro grid) where wind and solar energy are used as a hybrid system for rural areas within the borders of Zonguldak Province is designed. This model aims to popularize the use of renewable energy sources, ensure sustainability in energy production and increase energy diversity. This approach is considered an important step in both meeting regional energy needs and reducing environmental impacts. In this study, it is aimed to design a microgrid system that can meet the electrical energy needs of 20 households in Elvanpazarcık town of Zonguldak province using HOMER Pro software. The climate data and energy load requirements of the region were analyzed and the equipment to be used in the system was determined with these data. Using the HOMER Pro program, economic cost analyses of the selected equipment were performed and the configuration model of the optimum hybrid energy system in which renewable energy sources such as wind and solar energy were integrated was created. This model aims to meet the energy needs of the region in a sustainable and economical way. As a result of the optimization studies, it was determined that the most suitable system is a hybrid structure consisting of a wind turbine, photovoltaic (PV) panel and diesel generator. This system includes 13 wind turbines, 123 kW solar panels, 88 kW diesel generators, 116 kW battery banks and 81.1 kW inverters. The initial capital of the system is $475.210, Net Present Cost (NPC) is $600.673, Cost of Energy (COE) is 0.283 $/kWh and annual operating costs are $10.834. In addition, it was determined that 99.8% of the total energy production of the system was provided by renewable energy sources. These results show that the system offers a viable solution in terms of both environmental sustainability and economic aspects. CR - Aghajani, G., Ghadimi, N. 2018. Multi-objective energy management in a micro-grid. Energy Reports, 4, 218-225. Doi: 10.1016/j.egyr.2017.10.002 CR - Altinay, G., Karagol, E. 2005. Electricity consumption and economic growth: evidence from Turkey. Energy Economics, 27(6): 849-856. Doi: 10.1016/j.eneco.2005.07.002 CR - Basheer, Y., Waqar, A., Qaisar, SM., Ahmed, T., Ullah, N., Alotaibi, S. 2022. Analyzing the prospect of hybrid energy in the cement industry of Pakistan, using HOMER pro. Sustainability, 14(19): 12440. Doi: 10.3390/su141912440 CR - Demirtas, O. 2013. Evaluating the best renewable energy technology for sustainable energy planning. International Journal of Energy Economics and Policy, 3(4): 23-33. CR - Dincer, I., Acar, C. 2015. A review on clean energy solutions for better sustainability. International Journal of Energy Research, 39(5): 585-606. Doi: 10.1002/er.3329 CR - Güney, T. 2019. Renewable energy, non-renewable energy and sustainable development. International Journal of Sustainable Development & World Ecology, 26(5): 389-397. Doi: 10.1080/13504509.2019.1595214 CR - Khalil, L., Bhatti, KL., Awan, M. AI., Riaz, M., Khalil, K., Alwaz, N. 2021. Optimization and designing of hybrid power system using HOMER pro. Materials Today: Proceedings, 47, S110-S115. Doi: 10.1016/j.matpr.2020.06.054 CR - Kumar, P., Pukale, R., Kumabhar, N., Patil, U. 2016. Optimal design configuration using HOMER. Procedia Technology, 24, 499 – 504. Doi: 10.1016/j.protcy.2016.05.085 CR - Mbasso, WF., Naoussi, SRD., Molu, RJJ., Saatong, KT., Kamel, S. 2023. Technical assessment of a stand-alone hybrid renewable system for energy and oxygen optimal production for fishes farming in a residential building using HOMER pro. Cleaner Engineering and Technology, 17, 100688. Doi: 10.1016/j.clet.2023.100688 CR - Moghaddas-Tafreshi, SM., Mohseni, S., Karami, ME., Kelly, S. 2019. Optimal energy management of a grid-connected multiple energy carrier micro-grid. Applied Thermal Engineering, 152, 796-806. Doi: 10.1016/j.applthermaleng.2019.02.113 CR - NASA POWER 2024. NASA Prediction of Worldwide Energy Resources, https://power.larc.nasa.gov/data-access-viewer/ CR - Nema, P., Nema, RK., Rangnekar, S. 2009. A current and future state of art development of hybrid energy system using wind and PV-solar: A review. Renewable and Sustainable Energy Reviews, 13(8): 2096-2103. Doi: 10.1016/j.rser.2008.10.006 CR - Niringiyimana, E., Wanquan, S., Dushimimana, G., Niyigena, JB., 2023. Hybrid Renewable Energy System Design and Optimization for Developing Countries Using HOMER Pro: Case of Rwanda. 7th International Conference on Green Energy and Applications (ICGEA), 10-12 March, Singapore, pp. 72-76. Doi: 10.1109/ICGEA57077.2023.10125739 CR - Pamuk, N. 2024. Techno-economic feasibility analysis of grid configuration sizing for hybrid renewable energy system in Turkey using different optimization techniques. Ain Shams Engineering Journal, 15(3): 102474. Doi: 10.1016/j.asej.2023.102474 CR - Rahmat, MAA., Abd Hamid, AS., Lu, Y., Ishak, MAA., Suheel, SZ., Fazlizan, A., Ibrahim, A. 2022. An analysis of renewable energy technology integration investments in Malaysia using HOMER pro. Sustainability, 14(20): 13684. Doi: 10.3390/su142013684 CR - Said, TR., Kichonge, B., & Kivevele, T. 2024. Optimal design and analysis of a grid‐connected hybrid renewable energy system using HOMER Pro: A case study of Tumbatu Island, Zanzibar. Energy Science & Engineering, 12(5): 2137-2163. Doi: 10.1002/ese3.1735 CR - Sayed, ET., Olabi, AG., Alami, AH., Radwan, A., Mdallal, A., Rezk, A., Abdelkareem, MA. 2023. Renewable energy and energy storage systems. Energies, 16(3): 1415. Doi: 10.3390/en16031415 CR - Sharma, P., Bora, BJ., Bui, TMT., Efremov, C., Tran, MH., Kowalski, J., Cao, DN., 2024. Techno-economic analysis of a hybrid energy system for electrification using an off-grid solar/biogas/battery system employing HOMER: A case study in Vietnam. Process Safety and Environmental Protection, 191, 1353-1367. Doi: 10.1016/j.psep.2024.09.046 CR - Stern, DI., Kander, A. 2012. The role of energy in the industrial revolution and modern economic growth. The Energy Journal, 33(3): 125-152. Doi: 10.5547/01956574.33.3 CR - Swarnkar, NM., Gidwani, L., Sharma, R. 2016. An application of HOMER Pro in optimization of hybrid energy system for electrification of technical institute. 2016 International Conference on Energy Efficient Technologies for Sustainability (ICEETS), 07-08 April, Nagercoil, India, pp. 56-61. Doi: 10.1109/ICEETS.2016.7582899 CR - Ur Rashid, M., Ullah, I., Mehran, M., Baharom, MNR., Khan, F. 2022. Techno-economic analysis of grid-connected hybrid renewable energy system for remote areas electrification using HOMER Pro. Journal of Electrical Engineering & Technology, 17(2): 981-997. Doi: 10.1007/s42835-021-00984-2 CR - Yasin, A., Alsayed, M. 2020. Optimization with excess electricity management of a PV, energy storage and diesel generator hybrid system using HOMER Pro software. International Journal of Applied Power Engineering, 9(3): 267-283. Doi: 10.11591/ijape.v9.i3.pp267-283 CR - Yousefikhah, S., Asgharizadeh, E., Jahangir, MH., 2025. Multi-objective optimization of a hybrid micro-grid system for reducing grid dependency in the automotive industry: a case study of Iran Khodro company. International Journal of Modelling and Simulation, 45(1): 114-136. Doi: 10.1080/02286203.2023.2188512 CR - Yuksel, I., Kaygusuz, K. 2011. Renewable energy sources for clean and sustainable energy policies in Turkey. Renewable and Sustainable Energy Reviews, 15(8): 4132-4144. Doi: 10.1016/j.rser.2011.07.007 UR - https://doi.org/10.7212/karaelmasfen.1650108 L1 - https://dergipark.org.tr/en/download/article-file/4655533 ER -