Feasibility Analysis of the Wind Energy Potential in Libya using the RETScreen Expert

Authors

  • Youssef Kassem Department of Mechanical Engineering, Engineering Faculty, Near East University, Cyprus | Energy, Environment, and Water Research Center, Near East University, Cyprus
  • Huseyin Camur Department of Mechanical Engineering, Engineering Faculty, Near East University, Cyprus
  • Almonsef Alhadi Salem Mosbah High and Intermediate Institute of Agricultural Technology, Libya
Volume: 13 | Issue: 4 | Pages: 11277-11289 | August 2023 | https://doi.org/10.48084/etasr.6007

Abstract

This study focuses on the evaluation of the economic viability of various scale wind farms and the assessment for the first time of the wind power potential of 22 locations distributed over Libya. The study utilizes monthly mean wind data collected from the NASA power dataset. The analysis includes determining and analyzing the mean wind speed, frequency distribution, and Weibull distribution scale and shape factors. The results showed that Darnah is the most promising location for insulation wind farms due to the high value of wind speed. Moreover, RETScreen software is used to estimate the energy output and conduct an economic feasibility analysis of the wind farm. Additionally, this paper establishes a relationship between the wake effect, airfoil losses, and the potential for greenhouse gas (GHG) mitigation and the performance of wind farms. The results indicate that wind projects are economically viable when the EWT-DW 52 with a capacity of 500 kW is used. The study findings show that the wake effect is a crucial consideration in wind farm design, and it can be minimized through strategic spacing and turbine design. Furthermore, the accumulation of dirt and debris on wind turbine blades can significantly reduce a wind farm's energy output, causing turbine inefficiency and decreasing the overall energy production. Additionally, the energy production cost from a wind farm is less than that of the electricity tariff and can result in a profitable wind energy project.

Keywords:

Libya, wind energy potential, grid-connected, wind farm, wake effect, airfoil losses, feasibility analysis, RETScreen

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References

T. Dridi, H. Jouini, A. Mami, A. E. Mhamedi, and E. M. Dafaoui, "Application of the Levenberg-Marquardt Algorithm in Solving the Economic Emission Dispatch Problem Integrating Renewable Energy," Engineering, Technology & Applied Science Research, vol. 12, no. 4, pp. 8850–8855, Aug. 2022.

Y. Kassem, H. Gokcekus, and H. S. A. Lagili, "A Techno-Economic Viability Analysis of the Two-Axis Tracking Grid-Connected Photovoltaic Power System for 25 Selected Coastal Mediterranean Cities," Engineering, Technology & Applied Science Research, vol. 11, no. 4, pp. 7508–7514, Aug. 2021.

Y. Kassem, H. Camur, and O. a. M. Abughinda, "Solar Energy Potential and Feasibility Study of a 10MW Grid-connected Solar Plant in Libya," Engineering, Technology & Applied Science Research, vol. 10, no. 4, pp. 5358–5366, Aug. 2020.

Y. Kassem, H. Gokcekus, H. Camur, and A. H. A. Abdelnaby, "Wind Power Generation Scenarios in Lebanon," Engineering, Technology & Applied Science Research, vol. 12, no. 6, pp. 9551–9559, Dec. 2022.

K. Kaygusuz, "Energy for Sustainable Development: Key Issues and Challenges," Energy Sources, Part B: Economics, Planning, and Policy, vol. 2, no. 1, pp. 73–83, Apr. 2007.

E. Martinot, "Grid Integration of Renewable Energy: Flexibility, Innovation, and Experience," Annual Review of Environment and Resources, vol. 41, no. 1, pp. 223–251, 2016.

L. Juarez-Rojas, A. Alvarez-Risco, N. Campos-Davalos, M. de las Mercedes Anderson-Seminario, and S. Del-Aguila-Arcentales, "Effectiveness of Renewable Energy Policies in Promoting Green Entrepreneurship: A Global Benchmark Comparison," in Footprint and Entrepreneurship: Global Green Initiatives, A. Alvarez-Risco, S. S. Muthu, and S. Del-Aguila-Arcentales, Eds. Singapore, Asia: Springer, 2023, pp. 47–87.

X. Wu, Z. Tian, and J. Guo, "A review of the theoretical research and practical progress of carbon neutrality," Sustainable Operations and Computers, vol. 3, pp. 54–66, Jan. 2022.

M. Ahmed, J. shuai, and H. Ali, "The effects of climate change on food production in India: evidence from the ARDL model," Environment, Development and Sustainability, Apr. 2023.

V. Mukoro, M. Sharmina, and A. Gallego-Schmid, "A review of business models for access to affordable and clean energy in Africa: Do they deliver social, economic, and environmental value?," Energy Research & Social Science, vol. 88, Jun. 2022, Art. no. 102530.

M. H. Sherwali and A. S. Shamekh, "The Impact of Connecting Large Scale Wind Farms on The Eastern Libyan Grid," in 2021 IEEE 1st International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering MI-STA, Tripoli, Libya, Feb. 2021, pp. 591–595.

W. Yahya, A. Nassar, F. A. Mansur, M. Al-Nehari, and M. M. Alnakhlani, "Future Study of Renewable Energy in Libya," International Journal of Advanced Engineering Research and Science, vol. 7, no. 10, pp. 1–6, 2020.

Y. Kassem, H. Çamur, and R. A. F. Aateg, "Exploring Solar and Wind Energy as a Power Generation Source for Solving the Electricity Crisis in Libya," Energies, vol. 13, no. 14, Jan. 2020, Art. no. 3708.

Ali. Mohamed. Elmabruk, F. A. Aleej, and M. M. Badii, "Estimation of wind energy in Libya," in 5th International Renewable Energy Congress, Hammamet, Tunisia, Mar. 2014, pp. 1–6.

Y. Kassem, H. Camur, and M. A. AbuGharara, "Assessment of Wind Energy Potential for Selecting Small-Scale Wind Turbines in Low Wind Locations in Libya: A Comparative Study," International Journal of Engineering Research and Technology, vol. 12, no. 6, pp. 820–836, 2019.

W. El-Osta and Y. Kalifa, "Prospects of wind power plants in Libya: a case study," Renewable Energy, vol. 28, no. 3, pp. 363–371, Mar. 2003.

F. Ahwide, A. Spena, and A. El-Kafrawy, "Estimation of Electricity Generation in Libya Using Processing Technology of Wind Available Data: The Case study in Derna," APCBEE Procedia, vol. 5, pp. 451–467, Jan. 2013.

D. D. D. P. Tjahjana, A. A. Salem, and D. A. Himawanto, "Wind energy potential analysis in Al-Fattaih-Darnah," AIP Conference Proceedings, vol. 1717, no. 1, Mar. 2016, Art. no. 030015.

F. Ahwide and A. Ismail, "Wind Energy Resources Estimation and Assessment For AL-Maqrun Town - Libya," Solar Energy and Sustainable Development Journal, vol. 5, no. 1, pp. 22–41, Jun. 2016.

A. Gawedar and R. Ramakumar, "Impact of Wind Energy System Integration on the Al-Zawiya Refinery Electric Grid in Libya," Journal of Power and Energy Engineering, vol. 4, no. 9, 2016, Art. no. 11.

S. H. Al-Behadili and W. B. El-Osta, "Life Cycle Assessment of Dernah (Libya) wind farm," Renewable Energy, vol. 83, pp. 1227–1233, Nov. 2015.

O. G. Mrehel and A. Gerara Salama, "Energy Generation Potential from Wind Power in the Southern Libyan Regions," in 1st International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering MI-STA, Tripoli, Libya, Dec. 2021, pp. 548–553.

Y. Kassem, H. Gokcekus, and R. A. Faraj, "Evaluation of the Wind Energy Potential in Libya’s Eastern Mediterranean Coast Area Using Weibull Distribution Function," International Journal of Applied Engineering Research, vol. 14, no. 10, pp. 2483–2491, 2019.

A. Teyabeen, F. Akkari, A. Jwaid, A. Zaghwan, and R. Abodelah, "Assessment of Wind Energy Potential In Zwara, Libya," Solar Energy and Sustainable Development Journal, vol. 8, no. 2, pp. 34–49, Dec. 2019.

Y. Kassem, H. Gokcekus, and M. A. AbuGharara, "An Investigation on Wind Energy Potential in Nalut, Libya, using Weibull Distribution," International Journal of Applied Engineering Research, vol. 14, no. 10, pp. 2474–2482, 2019.

H. M. Ali, M. Z. Ahmed, R. E. Khamiss, and H. A. Karim, "Evaluation of Nine Two-Parameter Probability Distributions for Modeling Wind Speed Data at Three Sits in Western Mountain-Libya," in 2nd International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA), Sabratha, Libya, Dec. 2022, pp. 767–771.

A. M. Jary, M. Elmnifi, Z. Said, L. J. Habeeb, and H. Moria, "Potential wind energy in the cities of the Libyan coast, a feasibility study," Journal of Mechanical Engineering Research and Developments, vol. 44, no. 7, pp. 236–252, 2021.

S. Seli̇mli̇, F. A. Shtewi, A. K. A. Fahed, C. Y. Koymatcik, and P. D. M. Ozkaymak, "Investigation of Wind Energy Potential of Four Different Sites of Libya by Using Weibull Distribution," Konya Journal of Engineering Sciences, vol. 9, no. 3, pp. 766–786, Sep. 2021.

Study on Solar Energy Potential in Libya. REEEA, 2006.

Assessment of the rooftop solar potential in the Mediterranean region. European Commission, Joint Research Centre, Institute for Energy and Transport, 2011.

Renewable Energy Prospects for North Africa: Summary for Policy Makers. IRENA, 2016.

"Solar Energy Solutions plans to build Libya’s first 50 MW solar power plant," PV magazine, 2019.

S. M. Saad et al., "Power Quality and System Stability Impact of Large-Scale Distributed Generation on the Distribution Network: Case Study of 60 MW Derna Wind Farm," in Stability Control and Reliable Performance of Wind Turbines, IntechOpen, 2018.

M. Y. Saidi, M. Bouzguenda, and A. Gastli, "Feasibility study of a grid-connected photovoltaic system in Tripoli-Libya," Journal of Renewable and Sustainable Energy, vol. 5, no. 5, 2013, Art. no. 053121.

A. O. M. Maka, S. Salem, and M. Mehmood, "Solar photovoltaic (PV) applications in Libya: Challenges, potential, opportunities and future perspectives," Cleaner Engineering and Technology, vol. 5, Dec. 2021, Art. no. 100267.

A. Asharaa, "An Assessment of Renewable Energy Sources (RES) Potential in Libya: An Overview"," presented at the Proceedings of the 1st International Multi-Disciplinary Conference Theme: Sustainable Development and Smart Planning, IMDC-SDSP 2020, Cyperspace, 28-30 June 2020, Sep. 2020.

H. Shamatah, S. Azouz, A. Khalil, and Z. Rajab, "The potential of the rooftop grid-connected PV systems in Benghazi," in 2017 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT), Jul. 2017, pp. 1–6.

G. S. Eljrushi and J. N. Zubia, "Photovoltaic power plant for the southern region of Libya," Applied Energy, vol. 52, no. 2, pp. 219–227, Jan. 1995.

H. Moria, A. M. Elbreki, A. M. Ahmed, and M. Elmnifi, "Optimization and Performance Evaluation of Hybrid Renewable System for Minimizing Co2 Emissions in Libya: Case Study," International Journal of Renewable Energy Research (IJRER), vol. 10, no. 4, pp. 1725–1734, Dec. 2020.

A. Arreyndip, E. Joseph, and A. David, "Wind energy potential assessment of Cameroon’s coastal regions for the installation of an onshore wind farm," Heliyon, vol. 2, no. 11, Nov. 2016, Art. no. e00187.

M. M. Rafique, S. Rehman, M. M. Alam, and L. M. Alhems, "Feasibility of a 100 MW Installed Capacity Wind Farm for Different Climatic Conditions," Energies, vol. 11, no. 8, Aug. 2018, Art. no. 2147.

H. Gokcekus, Y. Kassem, and M. A. Hassan, "Evaluation of Wind Potential at Eight Selected Locations in Northern Lebanon Using Open Source Data," International Journal of Applied Engineering Research, vol. 14, no. 11, pp. 2789–2794, 2019.

M. Obeng, S. Gyamfi, N. S. Derkyi, A. T. Kabo-bah, and F. Peprah, "Technical and economic feasibility of a 50 MW grid-connected solar PV at UENR Nsoatre Campus," Journal of Cleaner Production, vol. 247, Feb. 2020, Art. no. 119159.

A. B. Owolabi, B. E. K. Nsafon, J. W. Roh, D. Suh, and J.-S. Huh, "Validating the techno-economic and environmental sustainability of solar PV technology in Nigeria using RETScreen Experts to assess its viability," Sustainable Energy Technologies and Assessments, vol. 36, Dec. 2019, Art. no. 100542.

K. Gairaa and Y. Bakelli, "Solar Energy Potential Assessment in the Algerian South Area: Case of Ghardaia Region," Journal of Renewable Energy, vol. 2013, Mar. 2013, Art. no. e496348.

K. Belkilani, A. Ben Othman, and M. Besbes, "Assessment of global solar radiation to examine the best locations to install a PV system in Tunisia," Applied Physics A, vol. 124, no. 2, Jan. 2018, Art. no. 122.

"NASA POWER | Prediction Of Worldwide Energy Resources." https://power.larc.nasa.gov/.

Y. Kassem, H. Gokcekus, and A. M. S. Essayah, "Wind Power Potential Assessment at Different Locations in Lebanon: Best–Fit Probability Distribution Model and Techno-Economic Feasibility," Engineering, Technology & Applied Science Research, vol. 13, no. 2, pp. 10578–10587, Apr. 2023.

S. Asumadu-Sarkodie and P. A. Owusu, "The potential and economic viability of wind farms in Ghana," Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, vol. 38, no. 5, pp. 695–701, Mar. 2016.

U. C. Ben, A. E. Akpan, C. C. Mbonu, and C. H. Ufuafuonye, "Integrated technical analysis of wind speed data for wind energy potential assessment in parts of southern and central Nigeria," Cleaner Engineering and Technology, vol. 2, Jun. 2021, Art. no. 100049.

Y. Kassem, H. Gokcekus, and R. Gokcekus, "Economic Feasibility of Large-Scale Renewable Energy Projects in Mountain Location, Northern Cyprus," in Climate Change, Natural Resources and Sustainable Environmental Management, H. Gokcekus and Y. Kassem, Eds. New York, NY, USA: Springer, 2022, pp. 66–71.

M. M. Alayat, Y. Kassem, and H. Çamur, "Assessment of Wind Energy Potential as a Power Generation Source: A Case Study of Eight Selected Locations in Northern Cyprus," Energies, vol. 11, no. 10, Oct. 2018, Art. no. 2697.

M. Asadi and K. Pourhossein, "Wind farm site selection considering turbulence intensity," Energy, vol. 236, Dec. 2021, Art. no. 121480.

R. van Haaren and V. Fthenakis, "GIS-based wind farm site selection using spatial multi-criteria analysis (SMCA): Evaluating the case for New York State," Renewable and Sustainable Energy Reviews, vol. 15, no. 7, pp. 3332–3340, Sep. 2011.

M. Ritter and L. Deckert, "Site assessment, turbine selection, and local feed-in tariffs through the wind energy index," Applied Energy, vol. 185, pp. 1087–1099, Jan. 2017.

G. Al Zohbi, P. Hendrick, and P. Bouillard, "Wind characteristics and wind energy potential analysis in five sites in Lebanon," International Journal of Hydrogen Energy, vol. 40, no. 44, pp. 15311–15319, Nov. 2015.

J. T. Hansen, M. Mahak, and I. Tzanakis, "Numerical modelling and optimization of vertical axis wind turbine pairs: A scale up approach," Renewable Energy, vol. 171, pp. 1371–1381, Jun. 2021.

D. Sturge, D. Sobotta, R. Howell, A. While, and J. Lou, "A hybrid actuator disc – Full rotor CFD methodology for modelling the effects of wind turbine wake interactions on performance," Renewable Energy, vol. 80, pp. 525–537, Aug. 2015.

A. Diab, M. Alaa, A. Hossam El-Din, H. Salem, and Z. Ghoneim, "Performance Degradation of Wind Turbine Airfoils due to Dust Contamination: A Comparative Numerical Study," in ASME Turbo Expo 2015: Turbine Technical Conference and Exposition, Montreal, QC, Canada, Jun. 2015.

Y. Himri, M. Merzouk, N. Kasbadji Merzouk, and S. Himri, "Potential and economic feasibility of wind energy in south West region of Algeria," Sustainable Energy Technologies and Assessments, vol. 38, Apr. 2020, Art. no. 100643.

L. Olatomiwa, S. Mekhilef, A. S. N. Huda, and K. Sanusi, "Techno-economic analysis of hybrid PV–diesel–battery and PV–wind–diesel–battery power systems for mobile BTS: the way forward for rural development," Energy Science & Engineering, vol. 3, no. 4, pp. 271–285, 2015.

T. Maatallah, N. Ghodhbane, and S. Ben Nasrallah, "Assessment viability for hybrid energy system (PV/wind/diesel) with storage in the northernmost city in Africa, Bizerte, Tunisia," Renewable and Sustainable Energy Reviews, vol. 59, pp. 1639–1652, Jun. 2016.

F. Diab, H. Lan, L. Zhang, and S. Ali, "An environmentally friendly factory in Egypt based on hybrid photovoltaic/wind/diesel/battery system," Journal of Cleaner Production, vol. 112, pp. 3884–3894, Jan. 2016.

M. A. M. Ramli, A. Hiendro, and Y. A. Al-Turki, "Techno-economic energy analysis of wind/solar hybrid system: Case study for western coastal area of Saudi Arabia," Renewable Energy, vol. 91, pp. 374–385, Jun. 2016.

K. Gebrehiwot, Md. A. H. Mondal, C. Ringler, and A. G. Gebremeskel, "Optimization and cost-benefit assessment of hybrid power systems for off-grid rural electrification in Ethiopia," Energy, vol. 177, pp. 234–246, Jun. 2019.

Fadlallah S. O. Fadlallah, D. E. Benhadji Serradj, and D. M. Sedzro, "Is this the right time for Sudan to replace diesel-powered generator systems with wind turbines?," Renewable Energy, vol. 180, pp. 40–54, Dec. 2021.

Y. Kassem, H. Gokcekus, and A. Guvensoy, "Techno-Economic Feasibility of Grid-Connected Solar PV System at Near East University Hospital, Northern Cyprus," Energies, vol. 14, no. 22, Jan. 2021, Art. no. 7627.

M. S. Adaramola and P.-Å. Krogstad, "Experimental investigation of wake effects on wind turbine performance," Renewable Energy, vol. 36, no. 8, pp. 2078–2086, Aug. 2011.

F. Castellani, D. Astolfi, M. Mana, E. Piccioni, M. Becchetti, and L. Terzi, "Investigation of terrain and wake effects on the performance of wind farms in complex terrain using numerical and experimental data," Wind Energy, vol. 20, no. 7, pp. 1277–1289, 2017.

S.-H. Kim, H.-K. Shin, Y.-C. Joo, and K.-H. Kim, "A study of the wake effects on the wind characteristics and fatigue loads for the turbines in a wind farm," Renewable Energy, vol. 74, pp. 536–543, Feb. 2015.

M. Bourhis, M. Pereira, and F. Ravelet, "Experimental investigation of the effects of the Reynolds number on the performance and near wake of a wind turbine," Renewable Energy, vol. 209, pp. 63–70, Jun. 2023.

R. Nash, R. Nouri, and A. Vasel-Be-Hagh, "Wind turbine wake control strategies: A review and concept proposal," Energy Conversion and Management, vol. 245, Oct. 2021, Art. no. 114581.

G. Wang, G. Li, and Z. Liu, "Wind farms dry surface soil in temporal and spatial variation," Science of The Total Environment, vol. 857, Jan. 2023, Art. no. 159293.

K. R. Ram, S. P. Lal, and M. R. Ahmed, "Design and optimization of airfoils and a 20 kW wind turbine using multi-objective genetic algorithm and HARP_Opt code," Renewable Energy, vol. 144, pp. 56–67, Dec. 2019.

C. Mone, M. Hand, M. Bolinger, J. Rand, D. Heimiller, and J. Ho, "2015 Cost of Wind Energy Review," National Renewable Energy Laboratory, Golden, CO, United States, NREL/TP-6A20-66861, Apr. 2017.

B. Bilal, K. H. Adjallah, K. Yetilmezsoy, M. Bahramian, and E. Kıyan, "Determination of wind potential characteristics and techno-economic feasibility analysis of wind turbines for Northwest Africa," Energy, vol. 218, Mar. 2021, Art. no. 119558.

A. S. Khraiwish Dalabeeh, "Techno-economic analysis of wind power generation for selected locations in Jordan," Renewable Energy, vol. 101, pp. 1369–1378, Feb. 2017.

M. Adnan, J. Ahmad, S. F. Ali, and M. Imran, "A techno-economic analysis for power generation through wind energy: A case study of Pakistan," Energy Reports, vol. 7, pp. 1424–1443, Nov. 2021.

K. M. Bataineh and D. Dalalah, "Assessment of wind energy potential for selected areas in Jordan," Renewable Energy, vol. 59, pp. 75–81, Nov. 2013.

E. Lantz, M. M. Hand, and R. Wiser, "Past and Future Cost of Wind Energy: Preprint," National Renewable Energy Laboratory, Golden, CO, United States, NREL/CP-6A20-54526, Aug. 2012.

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[1]
Kassem, Y., Camur, H. and Mosbah, A.A.S. 2023. Feasibility Analysis of the Wind Energy Potential in Libya using the RETScreen Expert. Engineering, Technology & Applied Science Research. 13, 4 (Aug. 2023), 11277–11289. DOI:https://doi.org/10.48084/etasr.6007.

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