A Technical and Economic Feasibility Study for on-Grid Solar PV in Libya

A Technical and Economic Feasibility Study for on-Grid Solar PV in Libya

Monaem Elmnifi* Ali H. Mhmood Ali Najim Abdullah Saieed Muna Hameed Alturaihi Sadoon K. Ayed Hasan Shakir Majdi

Preparatory Faculty, Belgorod University, Brega 00218, Russia

Department of Mechanical Engineering, Bright Star University, Belgorod 30802, Libya

Department of Petroleum Systems Control Engineering, College of Petroleum Processes Engineering, Tikrit University, Saladin 34001, Iraq

Department of Refrigeration and Air Conditioning Engineering, Al-Rafidain University College, Baghdad 10001, Iraq

Mechanical Engineering Department, Faculty of Engineering, University of Kufa, Kufa 54002, Iraq

Mechanical Engineering Department, University of Technology-Iraq, Baghdad 10001, Iraq

Department of Chemical Engineering and Petroleum Industries, Al-Mustaqbal University College, Hillah 51001, Babylon, Iraq

Corresponding Author Email: 
Monm.hamad@yahoo.co.uk
Page: 
91-97
|
DOI: 
https://doi.org/10.18280/mmep.110109
Received: 
12 July 2023
|
Revised: 
10 October 2023
|
Accepted: 
23 November 2023
|
Available online: 
30 January 2024
| Citation

© 2024 IIETA. This article is published by IIETA and is licensed under the CC BY 4.0 license (http://creativecommons.org/licenses/by/4.0/).

OPEN ACCESS

Abstract: 

In this research, the technical, economic and environmental feasibility of a grid-connected solar photovoltaic (PV) system for a single-family residential home in several Libyan cities with separate locations was studied. In Libya, the rate of electricity consumption is the largest in the domestic sector, with 60% of the total electricity consumption. Due to the frequent power outages in Libya, and the dependence of power generation mainly on traditional sources, pollution problems, and energy alternatives are an important priority. To overcome these problems, we propose maximizing the exploitation of renewable energy sources for energy production. In this paper, the HOMER Pro Renewable Energy Modeling Software was used to conduct a technical evaluation of a grid-connected solar PV system's economic viability, where the design was proposed for a residential house for six Libyan cities. The size of the PV system for a residential home is estimated at 15 kW. The findings indicated that the suggested design could supply 85% of the household's electrical requirements. AlKufra was the best location in terms of economics and the environment for a grid plus PV system, as the initial cost of the system was \$9,570, the Cost of Energy (COE) was \$0.0314, and the carbon dioxide emissions were 56,982 kg/year. Overall, lower prices for PV modules and PV components combined with long life, less maintenance needs, and minimum parity near the grid. The results show that PV systems connected to the residential grid are an effective energy management option in most Libyan cities.

Keywords: 

photovoltaic systems, on-grid solar photovoltaic, HOMER, Libyan cities

1. Introduction

During the past years, the construction of residential schemes and the population increase has led to an increase in energy consumption and frequent blackouts. Power generation in Libya depends on fossil fuel sources (natural gas and crude oil) [1] where reports indicate that fossil fuels and petroleum raw materials are in constant decline over the years and will soon be depleted [2, 3]. Power plants in Libya depend heavily on fossil fuels, which are a major problem for greenhouse emissions such as carbon dioxide and nitrate oxides. Sulfur oxides are particles that affect the environment and human health. One of the best solutions to overcome the problem of increasing demand for electricity is the use of solar energy [4]. The average annual solar radiation in Libya is 250 kW/m2 and hence, Libya has great potential for solar energy. It is also characterized by long hours of average sunshine of about 8 hours per day, large areas of land, and an atmosphere free of clouds [5]. These capabilities make Libya an encouraging medium for the use of solar PV systems, as can be seen in Table 1 the potential of solar energy in Libya [6, 7].

Table 1. Solar energy potential in Libya computed using SOLARGIS

Solar Resources and Air Temperature

Per Year

Per Day

Horizontal global radiation [kWh/m2]

1956

5359

Direct normal irradiation [kWh/m2]

1937

5307

Horizontal diffuse irradiation [kWh/m2]

708

1940

Global tilted irradiation [kWh/m2]

2142

5868 for surface tilted at 26o facing 180o

Temperature of air

18.5

-

Several feasibility studies have been conducted in recent years, stating that solar PV systems are cost-effective [8, 9]. The overview of some of the researchers who examined the technological and economic viability of a grid-connected PV system worldwide can be seen in Table 2. From the studies, we may conclude that, particularly for a grid-connected system, grid-connected PV systems are technically feasible and economically successful. In recent years, there have been several feasibility studies stating that solar PV systems are cost effective [8, 9]. Researchers have looked at the technology and financial viability of a grid-connected PV system for various regions of the world. An economic evaluation of a grid-connected PV system was done for a facility in South Korea for a number of configurations, taking into account system components and network connectivity. The grid-only system is the option that is least economically feasible, according to the analysis [10]. Examine the PV system that is connected to the network for the usage of HOMER economic analysis and the various Makkah tracking systems. They found that the axis tracker system with continuous adjustment offers the least value for NPC and the highest COE [11]. Using HOMER, a study was conducted to determine the technical and financial viability of a linked PV system to produce electricity for a location in Nigeria where the system's initial cost was a significant factor in the electricity tariff [12]. A PV system is a smart approach to lower electricity costs and greenhouse gas emissions, according to research done in Australia on an apartment building [13]. He investigated the technical and financial viability of a grid-connected PV system for 35 sites in Ethiopia, each with a 5 MW PV capacity. It has the capacity to produce 7,658 MW of energy and could prevent 1,089 tons of greenhouse gas emissions every year [14].

Table 2. The summary of the PV system economic feasibility research that has been conducted worldwide

Location

Type of Study

Findings

Ref.

South Korea

Considering network connectivity and system components, an economic study of a grid-connected PV system for a site in South Korea is performed.

Grid only system is the least viable option in terms of the lowest costs for all other systems.

[10]

Makkah, Saudi Arabia

PV systems with network connections for Makkah's numerous tracking systems and the usage of HOMER for economic analyses.

The axis tracker system with continuous adjustment, gives the smallest value for Net Present Cost (NPC) and the largest COE.

[11]

Nigeria

The technical and economic feasibility of a PV system using HOMER

The initial cost of the system was playing an important role in the electricity rate.

[12]

Australia

A study on the economic analysis of the utilization of PV system on an apartment building.

PV systems are an effective option for apartment buildings to lower their electricity costs and greenhouse gas emissions.

[13]

Over the coming decades, while fossil fuel prices are unstable, photovoltaic price is predicted to decline [15], which will further encourage PV implementation in wider scale. The purpose of the reference [16] is to develop a database for wind sources in Libya and analyze the potential of wind energy as a source of power. The findings used for this study are based on monthly data for the four-year period from 2017 to 2020. The highest energy density was 148.65 W/m2 in May, as well as 142.34 W/m2 in Derna and Tobruk. The Ajdabiya websites in Benghazi have the lowest month-to-month average wind speeds, with 3.7 and 4.5 m/s respectively. Large wind turbines provide more electricity than small windmills. Libya is investing in traditional power plant construction, but the ecological effects of power generating would increase if fossil fuels were used [17]. To address this, a grid-connected solar PV-wind hybrid energy system with a mean daily public load demand of 12,000 kWh and a maximum daily demand of 20,000 kWh has been planned. Simulation results showed the system has the lowest Net Present Cost (NPC) and Levelized Cost of Energy (LCOE), the highest amount of available total energy, and the lowest emissions of CO2.

The purpose of this paper is to develop a database of solar energy sources in Libya and analyze the potential of solar energy as an energy source. Libya invests in building traditional power plants, but the environmental impacts of power generation will increase if fossil fuels are used, with a shortage in the production of electric power [17]. To address this matter, a solar photovoltaic system connected to the grid was planned, as this system is not applied in the State of Libya and lacks previous practical and theoretical studies, compared to a system separated from the grid.

The increasing energy demand in Libya negatively affects oil and gas exports. This paper is aiming to investigate the technical and economic feasibility analysis of a grid-connected solar PV system, where the design was proposed for a residential house for six Libyan cities. The selected sites include the east, west, central, and south regions of Libya are Al-Marj, AlKufra, Sirte, Benghazi, Tripoli, Murzuq.

2. Materials and Methods

In this paper, to conduct the study, HOMER Pro Renewable Energy Modeling Software was used. Analysis of the technical and financial viability of a grid-connected solar PV system, for a residential house in the selected six Libyan cities, was analyzed by taking into account the index of different technologies and the economic cost of the system components. These indicators evaluate the performance of the system at a given site against the performance of the system against default operating standards. In this study, we first describe and present the proposed design. Next, the performance of the data which is used in evaluating the performance of the proposed design is discussed.

2.1 Description of the proposed system

The report of the General Electricity Company indicates that household consumption constitutes 60% of residential energy in the regions of Libya [18]. The specific building examined in this study is the typical residential housing in Libya. The building is one floor, four rooms, and it is occupied by seven people. The building has a flat roof area of 400 m2, and 50% of the building area can be used for photovoltaic installation.

2.1.1 Climatic information for the study areas

The data on solar radiation index data at the study sites were taken from the NASA Meteorological and Solar Energy Database [19]. The following graphs represent the measured average monthly values of the Global Solar Clarity (KT) index for the six cities' locations. These scattered cities in Libya were chosen to give a complete survey of the country from east, west, and south. Figures 1 and 2 show the clarity and average monthly solar radiation for all six cities, respectively. We note that the cities of the south have the greatest intensity of solar radiation than the central regions of the country. Also, the distribution of solar radiation over the months of the year is in the month of May to November.

Figure 1. Global Solar Clarity (KT) index for the selected six cities

Figure 2. Yearly average solar irradiation per day kWh/m2/day

Figure 3. The interface of the load profile simulated in HOMER

2.1.2 Electric load

The monthly home energy consumption obtained from utility bills of the General Electricity Company is shown in Table 3 [20]. With HOMER, the daily household electrical load profile for six locations with different climates in Libya can be obtained. Household electrical appliances were used to estimate the electrical load consumed for all regions. Due to the fact that this is a household electrical load, the hours with the lowest load demand were from 7 AM to 4 PM, and the hours with the largest load requests were from 6 PM to 11 PM and 6 AM to 7 AM. The annual and monthly load profiles illustrated in Figure 3 are calculated by HOMER using the total monthly power use. The electrical load on Libyan homes is about compatible with this load profile. When connecting photovoltaic cells with an inverter, the main goal is to convert the photovoltaic energy generated from the cells into electrical energy that can be used in homes, buildings, or factories.

Table 3. The electrical load for a typical home simulated in HOMER

Capacity

Operating

Daily Consumption

Device

Number of dev

Ices (W)

h/day

kWh/day

lighting

16

50

8

6

TV

2

120

12

1.44

Refrigerator

1

150

10

1.5

Refrigerator freezer

1

180

12

2.16

Computer

1

100

5

0.5

Washing Machine

1

500

2

1

Water heater

2

1500

10

30

Conditioner

Pump

Total

1

1

1850

750

5200

10

1

18.5

0.75

61.85

2.1.3 System design in HOMER

Figure 4. The schematic of the on-grid PV system design in HOMER software

Among the key factors to consider while designing a PV system are the average monthly energy consumption and maximum sunshine hours. The average daily energy consumption must be determined by analyzing the peak sun hours at the site. Hours of daily sun brightness divided by average daily energy use. A household system using photovoltaics is connected to the grid. A grid-connected household PV system is shown in Figure 4. A system with a capacity of 11.26 kW has been proposed, consisting of 32 monocrystalline silicon units, with rated power of 320 watts each, with an efficiency of 21.49%, and a total unit area of 45 m2. In addition, two inverters with a capacity of 10 kW were used at top of AC power. Photovoltaic cells are interconnected with an inverter by connecting electrical wires from the cells to the inverter, which transmit the photovoltaic energy to the inverter. Cells are connected in series or parallel to increase the current or voltage generated by the cells. In this case, the inverter is used to convert the direct current (DC) generated by the cells into alternating current (AC), which can be used in different homes or buildings. The inverter's outputs are connected to electrical panels in homes or buildings, which distribute electrical power to various appliances.

3. Results and Discussion

3.1 Energy produced

The analysis from HOMER (see Figure 5) shows that the total monthly electricity production during the first year ranged between 2.1 MW and 1.5 MW find that the energy production in the fall season (November and December) and the winter season (January and February) is low due to the clouds cover, and short periods of sunshine. In the summer and winter seasons, the energy produced from the photovoltaic system is insufficient to meet the energy demand, due to the excessive loads of air conditioners and heating devices. As a result, clients will be reimbursed in line with mutual agreements with the public network after the PV energy is transmitted into the distribution network. The discrepancy between the proposed PV system's monthly output and residential use is depicted in Figure 5.

Figure 5. Monthly PV system production and load demand

Figure 6. Monthly capacity factor

In most of the six cities, the system has an annual output of 2000 kWh/kWp, and it operates for 2,000 hours to supply the generated energy. As shown in Figure 6, the monthly capacity factor (CF) for this design is 21% which is considered as a reasonable value compared to studies in Saudi Arabia, Oman, and Kuwait 115 [21-23].

3.2 The economic costs of the system

The capital cost of the project as well as the cost of operation and maintenance determine the economic costs of a grid-connected residential PV system. Based on the International Renewable Energy Agency's (IRENA) guidelines, the system and installation prices were authorized [24] and compared to the prices in the Libyan market. The cost of the system is approximately \$9,570. There is no operational cost for the PV system, as the maintenance costs are minimal for removing dust on the surface of the PV module. The cost of operation and maintenance is estimated at US $20 / kWh. Since the system is home and consists of 32 solar panels, therefore, it does not need a lot of cleaning and maintenance. In most solar systems, it is necessary to change batteries only, this system is connected to the network and does not need storage, and the life of the panels exceeds 25 years [25].

Table 4 shows the costs of the grid-connected PV system and the main financial inputs.

3.3 The grid-connected PV system

The production of electrical energy in this system depends on the electricity demand through the electricity produced by the PV arrays and the grid, and this depends on the intensity of radiation and the effect of temperature. From the results of the feasible improvement of this type of system listed in Table 5 and Table 6, we note that AlKufra, NPC, and COE are the least because this site also contains the lowest operating cost, which makes it the most economical city among the cities and the rest of the sites for this system. Tripoli also has the highest NPC and COE among the other six cities. The highest emissions were CO2 emissions in Tripoli and the lowest in AlKufra in terms of environmental pollution (CO2, NOx SO2) in the grid + PV formation.

Table 4. Financial cost for the PV system

Components

Number

Cost ($)

PV panels

32

5797

Inverter

2

1400

Equipment installation total

9570

2326

Table 5. The environmental and economic feasibility of a grid-connected PV system

Location

PV (KW)

Grid (KW)

Initial Cost ($)

Net Present Cost ($)

Operating Cost ($)

Emissions

kg/year

CO2

NOx

SO2

Almarj

6

60

9570

79499

4994

60523

270

132

Alkufra

6

60

9570

79133

4512

56982

274

128

Sirt

6

60

9570

79322

4520

59562

272

130

Benghazi

6

60

9570

79455

4770

60882

271

129

Tripoli

6

60

9570

85533

5000

62549

280

142

Murzuq

6

60

9570

79215

4925

60558

275

131

Table 6. Electricity produced and consumed from the grid and the PV system at the six sites

Electricity (kWh/year)

Almarj

Alkufra

Sirt

Benghazi

Tripoli

Murzuq

Primary load

135780

135456

135423

135500

135543

135243

PV production

10240

10433

10222

10355

10560

10200

Consumption from grid

124465

124567

124345

124567

128343

124234

Grid sales

186

140

155

190

220

120

Total consumption

135966

135920

135578

135690

135763

135363

Figure 7. PV penetration impact on CO2 emissions

The maximum annual generation capacity obtained through network purchase was in AlKufra and Tripoli, which accounts for approximately 92% of the total power output from the system. The effect of photoelectric penetration on CO2 emissions of the grid-connected PV system can be observed in all six cities as shown in Figure 7. The system components include a PV panel with sizes of 6 kW, 12 kW, 15 kW, 20 kW. Whereas, as PV penetration increases, the cost of PV + grid assemblies increase while CO2 emissions for all sites increase. By comparing the cases for all sites, we find that the system of 6 to 10 KW of photovoltaic arrays is the lowest cost and the lowest percentage of emissions.

4. Conclusions

Electricity generation in Libya suffers from poor production, which has obliged the electrical distribution sector to shed loads regularly. Adding new power plants requires a large amount of time and investment. The use of grid-connected solar PV systems is considered an attractive alternative to clean power generation using solar. In this paper, we have investigated the feasibility of a grid-connected solar PV system using HOMER Pro Renewable Energy Modeling Software. The feasibility analysis was performed for a typical residential house in six Libyan cities. The following conclusions can be made from the analysis:

  1. A grid-connected PV system was determined to have lower emissions than a traditional grid system in every city. As a result, it is determined that the grid-connected PV system is preferable to its competitors.
  2. For the grid-connected PV system, Al-Kufra was found as the most promising location economically, and environmentally. The initial cost of the system and COE is \$9,570 and \$0.0314 respectively, and the carbon dioxide emissions are 56,982 kg/year. A continuous general decline in the prices of PV modules and PV components combined with a long lifetime, virtually zero maintenance, and minimum allow close to grid parity.
  3. Voltage and frequency fluctuations: As solar systems generate electricity intermittently, it can cause fluctuations in voltage and frequency on the electrical grid, which can cause problems for other users on the grid.
5. Recommendations
  • Variability of solar power output: The amount of power generated by solar systems varies depending on the time of day, season, and weather conditions. This variability can cause instability on the grid and make it difficult to balance energy supply and demand.
  • Technical compatibility issues: Solar systems must be technically compatible with the electrical grid to ensure that they can operate safely and effectively. This can require additional equipment and engineering expertise to ensure that the systems are properly connected and integrated.
  • Grid capacity constraints: The electrical grid has a limited capacity to absorb power from solar systems, which can limit the amount of solar power that can be integrated into the grid.
  • Grid stability and security: Integrating solar systems into the electrical grid can affect the stability and security of the grid, particularly if there are issues with voltage regulation, control, and protection.
  • Regulatory and policy challenges: The integration of solar systems into the electrical grid can be subject to regulatory and policy challenges, such as interconnection requirements, net metering policies, and incentives for distributed generation.

Addressing these challenges requires careful planning, technical expertise, and effective policies and regulations. Solutions may include better forecasting of solar power output, advanced grid management technologies, grid upgrades, and new policy incentives to encourage the integration of solar systems into the electrical grid [26, 27].

Acknowledgment

The authors would like to thanks Al-Mustaqbal University College, 51001 Hillah, Babylon, Iraq for the assistance in completing this work.

  References

[1] Moria, H., Elmnifi, M. (2020). Feasibility study into possibility potentials and challenges of renewable energy in Libya. International Journal of Advanced Science and Technology, 29(3): 12546-12560. 

[2] Hoel, M., Kverndokk, S. (1996). Depletion of fossil fuels and the impacts of global warming. Resource and Energy Economics, 18(2): 115-136. https://doi.org/10.1016/0928-7655(96)00005-X

[3] Shafiee, S., Topal, E. (2009). When will fossil fuel reserves be diminished? Energy Policy, 37(1): 181-189. https://doi.org/10.1016/j.enpol.2008.08.016

[4] Shaahid, S., Elhadidy, M. (2008). Economic analysis of hybrid photovoltaic–diesel–battery power systems for residential loads in hot regions—A step to clean future. Renewable Sustainable Energy Review, 12(2): 488-503. https://doi.org/10.1016/j.rser.2006.07.013

[5] Elmnifi, M., Amhamed, M., Abdelwanis, N., Imrayed, O. (2018). Solar supported steam production for power generation in Libya. Acta Mechanical Malaysia, 1(2): 5-9. https://doi.org/10.26480/amm.02.2018.05.09

[6] Solimana, A.M., Al-Falahi. A., Sharaf Eldean, M.A., Elmnifi, M., Hassan, M., Younis, B., Mabrouk, A., Fathh, H.E.S. (2020). A new system design of using solar dish-hydro combined with reverse osmosis for sewage water treatment: Case study Al-Marj, Libya. Desalination and Water Treatment, 193: 189-211. https://doi.org/10.5004/dwt.2020.25782

[7] Global Solar Atlas. (2020). Getting Data on Libya. https://globalsolaratlas.info/?c=22.828248,23.176858,5&s=26.818689,20.291559, accessed on Jan. 1st, 2021.

[8] Griffiths, S., Mills, R. (2016). Potential of rooftop solar photovoltaics in the energy system evolution of the United Arab Emirates. Energy Strategy Reviews, 9: 1-7. https://doi.org/10.1016/j.esr.2015.11.001

[9] Abanda, F.H., Manjia, M.B., Enongene, K., Tah, J., Pettang, C. (2016). A feasibility study of a residential photovoltaic system in Cameroon. Sustainable Energy Technologies and Assessments, 17: 38-49. https://doi.org/10.1016/J.SETA.2016.08.002

[10] Choi, H.J., Han, G.D., Min, J.Y, Bae, K, Shim, J.H. (2013). Economic feasibility of a PV system for grid-connected semiconductor facilities in South Korea. International Journal of Precision Engineering and Manufacturing, 14: 2033-2041, https://doi.org/10.1007/s12541-013-0277-6

[11] Al Garni, H.Z., Awasthi, A., Ramli, M.A.M. (2018). Optimal design and analysis of grid-connected photovoltaic under different tracking systems using HOMER. Energy Conversion and Management, 155: 42-57. https://doi.org/10.1016/j.enconman.2017.10.090

[12] Adaramola, M.S. (2014). Viability of grid-connected solar PV energy system in Jos, Nigeria. International Journal Electrical Power Energy System, 61: 64-69. https://doi.org/10.1016/j.ijepes.2014.03.015

[13] Liu, G., Rasul, M.G., Amanullah, M.T.O., Khan, M.M.K. (2012). Techno-economic simulation and optimization of residential grid connected PV system for the Queensland climate. Renewable Energy, 45: 146-155. https://doi.org/10.1016/j.renene.2012.02.029

[14] Kebede, K.Y. (2015). Viability study of grid-connected solar PV system in Ethiopia. Sustainable Energy Technologies and Assessments, 10: 63-70. https://doi.org/10.1016/j.seta.2015.02.003

[15] Nowak, S. (2015). Trends in photovoltaic applications. IEA International Energy Agency, Report IEA-PVPS T1-27. https://iea-pvps.org/wp-content/uploads/2020/01/IEA-PVPS_-_Trends_2015_-_MedRes.pdf, accessed on Mar. 3rd, 2020.

[16] Jary, A.M., Elmnifi, M., Said, Z., Habeeb, L.J., Moria, H. (2021). Potential wind energy in the cities of the Libyan coast, a feasibility study. Journal of Mechanical Engineering Research and Developments, 44(7): 236-252.

[17] Ayed, S.K., Elmnifi, M., Moria, H., Habeeb, L.J. (2022). Economic and technical feasibility analysis of hybrid renewable energy (PV/Wind) grid- connected in Libya for different locations. International Journal of Mechanical Engineering, 7(1): 930-943.

[18] Jenkins, P., Elmnifi, M., Younis, A., Emhamed, A., Alshilmany, M. (2020). Design of a solar absorption cooling system: Case study. Journal of Power and Energy Engineering, 8(1): 1-15. https://doi.org/10.4236/jpee.2020.81001

[19] NASA. NASA Prediction of Worldwide Energy Resources. https://power.larc.nasa.gov. 

[20] GECOL. (2012). GECOL Annual Report 2012. General Electricity Company of Tripoli, Libya.

[21] Imam, A.A., Al-Turki, Y.A., Sreerama Kumar, R. (2020). Techno-economic feasibility assessment of grid-connected PV systems for residential buildings in Saudi Arabia - A Case Study. Sustainability, 12(1): 262. https://doi.org/10.3390/su12010262 

[22] Kazem, H.A., Khatib, T. (2013). Techno-economical assessment of grid connected photovoltaic power systems productivity in Sohar, Oman. Sustainable Energy Technologies and Assessments, 3: 61-65. https://doi.org/10.1016/j.seta.2013.06.002

[23] Hajiah, A., Khatib, T., Sopian, K., Sebzali, M. (2012). Performance of grid-connected photovoltaic system in two sites in Kuwait. International Journal of Photoenergy, 2012: 178175. https://doi.org/10.1155/2012/178175

[24] International Renewable Energy Agency (IRENA). (2020). Renewable Power Generation Costs in 2019, Abu Dhabi. https://www.irena.org/-/media/Files/IRENA/Agency/Publication/2020/Jun/IRENA_Power_Generation_Costs_2019.pdf. 

[25] Najim Abdullah Saieed, A., Elmnifi, M., Saad Ahmed Eltawati, A., E Salem Elzwa, S., Mezaal, Y.A., Jaafer Habeeb, L. (2022). Design and performance study of a dual-axis solar tracker system for the climate of Eastern Libya. Eastern-European Journal of Enterprise Technologies, 5(8(119)): 79-88. https://doi.org/10.15587/17294061.2022.266256

[26] Hasan, S., Majdi, Younis, A.M., Abdullah, A.R., Elmnifi, M., Habeeb, L.J. (2022). Evaluation of the comparative performance of different photovoltaic module technologies. International Journal of Computer Integrated Manufacturing, 28(11): 54-67. https://doi.org/10.24297/j.cims.2022.11.004

[27] Majdi, H.S., Elmnifi, M., Abdullah, A.R., Eltawati, A.S., Habeeb, L.J. (2022). Evaluation of bifacial solar energy performance of a cell with a dual-axes tracker. International Journal of Heat and Technology, 40(5): 1299-1304. https://doi.org/10.18280/ijht.400524