Methodology for Selecting a Location for a Photovoltaic Farm on the Example of Poland
Abstract
:1. Introduction
2. Materials and Methods
2.1. Choice of Administrative Division
2.2. Verification of Available Connection Capacities
2.3. PV Specific Yields Analyses for Each Region and Year
- PPV—hourly energy output of photovoltaic panels, kWh/kWp;
- YPV—rated capacity of the PV array, which implies that its output power under standard test conditions was used (1 MWp), MW/MWp;
- FPV—PV derating factor, 0.90 based on [51];
- G—available intensity of solar radiation incident on surface dependent on time and panel tilt angle, based on ERA5 data [52] and HDKR mode, W/m2;
- GSTC—incident radiation at Standard Test Conditions, 1 kW/m2;
- αp—temperature coefficient of power, based on Longhi PV Data (0.37) %/°C;
- TC—PV cell temperature, based on the equation included in [53] and ERA5 data for each region, °C;
- TSTC—PV cell temperature under standard test conditions (25 °C);
- reg.—region;
- y.—year.
2.4. Economic Analysis of the Investment
2.4.1. Factors Affecting Capital Expenditure
2.4.2. Productivity Analysis in Monetary Terms
- Input—revenues from the energy exchange or equivalent revenues;
- DAM—energy market price, Day-Ahead Market.
2.4.3. Project Cost (CAPEX, OPEX)
- The funds allocated for the investment in a 1 MWp photovoltaic farm are approximately EUR 500,000;
- Weighted average cost of capital (WACC)—10%;
- Depreciation rate—10%;
- Tax rate—12%;
- The costs of purchasing and installing PV farm components in each province are assumed to be the same;
- OPEX assumed that the annual operating costs of the farm would be 2% of the total capital expenditure [61], with half of this amount covering expenses related to materials, energy, fuel, etc., and this would be the same for all locations and the rest would be labour costs;
- Labour cost of operating the farm—in this case official national statistics on wages were used [59] (Table 1), whereby these statistics referred to salaries obtained within the county (County—administrative unit of the second order in Poland) in which the potential location of the photovoltaic farm is situated;
- Land cost—in this case, land price offers from the current market were used (Figure 4).
2.4.4. Measures of Economic Efficiency of the Investment (DPP, NPV, IRR)
- DPP—Discounted Pay-Back Period [year];
- TDCF—total discounted incoming cash flow [EUR];
- CAPEX—capital expenditure [EUR].
- CFt—cash flow for the year [PLN];
- d—discount rate [%];
- n—the total number of years required to complete the licensed operation.
- I0—initial investment [PLN].
- CFt—cash flow in year t [PLN];
- I0—initial investment [PLN];
- IRR—Internal Rate of Return [%];
- n—the total number of years required to complete the licensed operation.
3. Results and Discussion
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
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Specification | Salary | Land Price | Maximum Productivity | |||
---|---|---|---|---|---|---|
Province | County | 2021 | 2022 | 2020 | 2021 | 2022 |
EUR/month | EUR/ha | MWh/MWp | MWh/MWp | MWh/MWp | ||
Dolnoslaskie | Luban | 1107 | 97,667 | 1219 | 1167 | 1254 |
Lubelskie | Zamosc | 972 | 171,911 | 1204 | 1207 | 1203 |
Lubuskie | Krosno | 1139 | 17,778 | 1180 | 1118 | 1212 |
Lodzkie | city Łodz | 1347 | 666,511 | 1199 | 1179 | 1223 |
Malopolskie | Miechow | 1090 | 7733 | 1244 | 1218 | 1251 |
Mazowieckie | Warsaw- Western | 1450 | 149,822 | 1193 | 1169 | 1201 |
Podlaskie | Wysokie Mazowieckie | 1199 | 55,556 | 1153 | 1141 | 1147 |
Pomorskie | Chojnice | 1068 | 295,578 | 1109 | 1123 | 1192 |
Slaskie | Zawiercie | 1291 | 167,600 | 1227 | 1207 | 1251 |
Swietokrzyskie | Ostrowiec Swietokrzyski | 1092 | 51,467 | 1210 | 1203 | 1223 |
Wielkopolskie | Kolo | 1188 | 8466 | 1191 | 1173 | 1223 |
Zachodniopomorskie | Gryfino | 1177 | 125,244 | 1167 | 1115 | 1211 |
Discount Rate (WACC) | 10.0% | |||||
Deprecation Rate | 10.0% | |||||
Tax Rate | 12.0% |
Specification | Revenue | CAPEX | OPEX | NPV | IRR | Undisc. Payback Period | Partial Year Payback Period | Discounted Payback Period | Partial Year Payback Period |
---|---|---|---|---|---|---|---|---|---|
Province | EUR/MWp/Year | EUR | EUR | EUR/20 Year | % | First Year Positive | Actual Number of Years | First Year Positive | Actual Number of Years |
Dolnoslaskie | 139,249 | −597,667 | 9150 | 310,013 | 18% | 5 | 4.6 | 7 | 6.5 |
Lubelskie | 141,562 | −671,911 | 8645 | 250,023 | 16% | 6 | 5.1 | 8 | 7.4 |
Lubuskie | 133,502 | −517,778 | 9270 | 353,651 | 20% | 5 | 4.2 | 6 | 5.7 |
Lodzkie | 139,315 | −1,166,511 | 10,050 | −315,936 | 5% | 10 | 9.0 | 25 | 24.4 |
Malopolskie | 143,184 | −507,733 | 9090 | 437,535 | 23% | 4 | 3.8 | 5 | 5.0 |
Mazowieckie | 138,266 | −649,822 | 10,435 | 236,299 | 16% | 6 | 5.1 | 8 | 7.5 |
Podlaskie | 134,289 | −555,556 | 9495 | 316,630 | 19% | 5 | 4.5 | 7 | 6.2 |
Pomorskie | 132,689 | −795,578 | 9005 | 46,991 | 11% | 7 | 6.4 | 11 | 10.8 |
Slaskie | 142,346 | −667,600 | 9840 | 251,559 | 16% | 6 | 5.0 | 8 | 7.4 |
Swietokrzyskie | 141,490 | −551,467 | 9095 | 377,327 | 20% | 5 | 4.2 | 6 | 5.7 |
Wielkopolskie | 139,057 | −508,466 | 9455 | 403,484 | 22% | 4 | 3.9 | 6 | 5.2 |
Zachodnio-pomorskie | 132,747 | −625,244 | 9415 | 229,906 | 16% | 6 | 5.1 | 8 | 7.4 |
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Stala-Szlugaj, K.; Olczak, P.; Kulpa, J.; Soltysik, M. Methodology for Selecting a Location for a Photovoltaic Farm on the Example of Poland. Energies 2024, 17, 2394. https://doi.org/10.3390/en17102394
Stala-Szlugaj K, Olczak P, Kulpa J, Soltysik M. Methodology for Selecting a Location for a Photovoltaic Farm on the Example of Poland. Energies. 2024; 17(10):2394. https://doi.org/10.3390/en17102394
Chicago/Turabian StyleStala-Szlugaj, Katarzyna, Piotr Olczak, Jaroslaw Kulpa, and Maciej Soltysik. 2024. "Methodology for Selecting a Location for a Photovoltaic Farm on the Example of Poland" Energies 17, no. 10: 2394. https://doi.org/10.3390/en17102394
APA StyleStala-Szlugaj, K., Olczak, P., Kulpa, J., & Soltysik, M. (2024). Methodology for Selecting a Location for a Photovoltaic Farm on the Example of Poland. Energies, 17(10), 2394. https://doi.org/10.3390/en17102394