Comparison of Selected Costs in Greenhouse Cucumber Production with LED and HPS Supplemental Assimilation Lighting

: Theamountofenergyusedinagriculturalproduction, processinganddistributionisconstantly increasing. During the winter months in the greenhouse production industry, the supplemental lighting required to keep up production levels results in high expenditure. Current technology uses broadband high-pressure sodium (HPS) lamps, which is not the most efficient light source for crop production. Recent breakthroughs in the development of light source technologies have led to new opportunities for the use of sustainable and highly efficient light sources in the form of LEDs (light-emitting diodes) for greenhouse lighting. The aim of the study was to evaluate the efficiency of using photosynthetically active radiation (PAR) light for cucumber yielding, production processes and its influence on the variable costs in the cultivation of cucumbers using three different types of lighting. The research was carried out using three individual greenhouse growing area compartments, whereby the plants contained within were lit using three combinations: 1. HPS standard illumination from top HPS sodium lamps—control, 2. HPS-LED—HPS toplighting and LED interlighting, and 3. LED-LED—100% LED lighting, both toplighting and interlighting with LED. The research was conducted in two independent winter crop cycles. The results of the research conducted indicate that the efficiency of light use was the highest in the LED-LED combination and the lowest in HPS, and the use of supplemental lamp lighting in the LED-LED combination (interlighting and toplighting) gives the most favorable surplus of all the variable costs over the value of production to be obtained. Despite the highest absolute level of variable costs in this type of supplemental lighting, the production value was higher by as much as 32.55% in relation to the HPS combination, which also translated into a gross margin that was higher by about 34 . However, it is worth pointing out that, in the HPS-LED combination, the share of lighting and heating costs in the total value of production was the lowest. It is also a combination currently recommended in the literature as being the most beneficial in greenhouse production.


Introduction
The possible solutions of the problems regarding sustainable development, which are of a global character, significantly differ from the viewpoint of the state and the concrete possibilities in particular parts of the world [1]. Agriculture is one of the economic sectors that affects climate change by contributing to greenhouse gas emissions directly and indirectly, and in many countries greenhouse farming is a growing industry within this sector. However, it is a very expensive way to produce energy in Poland accounts for up to 30% of the total costs of covered crop production, and most of the energy consumed in greenhouse production, in Poland, is still obtained from the combustion of fossil fuels, which has a negative impact on the natural environment [17,18].
The aim of the study was to evaluate the efficiency of using photosynthetically active radiation (PAR) light for cucumber yielding, production processes and its influence on the variable costs in the cultivation of cucumbers using three different types of lighting.

Parameters of the Greenhouse Experiment
The research was conducted in two independent winter crop cycles in 2015 and 2016. Both experiments were carried out in a greenhouse at Warsaw University of Life Sciences-SGGW (longitude 21 • E, latitude 51 • 15 N) as a part of a scientific project conducted with Philips Lighting Holding B.V. [19,20]. The greenhouse facility is a complex of detached modular hothouses with a 12 m aisle width and a 6 m wide gap between modules. The height of the side columns is 3.5 m, and the overall height is 6.72 m. The roofs and interior partition walls are covered with single float glass 4 mm thick and 74/100 wide. The exterior sidewalls are covered with double glass of the same type.
Light was measured with Li-Cor Light meter LI-250A, and quantum sensor LI-190. A daily light exposure equaled 18 h. The lamps were turned off when natural light intensity reached the level of 300 W m −2 and when the internal temperature exceeded 30 • C. The inter-row lighting worked independently of the conditions. Figures 1 and 2 show the number of hours the lamps were switched on and the daily sum of solar radiation in each year of the study. The efficiency of light use for the production of 1 kg of cucumber fruit was calculated depending on the lighting combination. The sum of PAR light energy and cucumber yields in the analyzed cultivation cycles were compared.
Agronomy 2020, 10, x FOR PEER REVIEW 3 of 14 Therefore, plant lighting from an artificial light source has been used for many years, although this is an expensive means of intensifying greenhouse crop production. Expenditure on heat and electrical energy in Poland accounts for up to 30% of the total costs of covered crop production, and most of the energy consumed in greenhouse production, in Poland, is still obtained from the combustion of fossil fuels, which has a negative impact on the natural environment [17,18].
The aim of the study was to evaluate the efficiency of using photosynthetically active radiation (PAR) light for cucumber yielding, production processes and its influence on the variable costs in the cultivation of cucumbers using three different types of lighting.

Parameters of the Greenhouse Experiment
The research was conducted in two independent winter crop cycles in 2015 and 2016. Both experiments were carried out in a greenhouse at Warsaw University of Life Sciences-SGGW (longitude 21° E, latitude 51°15′ N) as a part of a scientific project conducted with Philips Lighting Holding B.V. [19,20]. The greenhouse facility is a complex of detached modular hothouses with a 12 m aisle width and a 6 m wide gap between modules. The height of the side columns is 3.5 m, and the overall height is 6.72 m. The roofs and interior partition walls are covered with single float glass 4 mm thick and 74/100 wide. The exterior sidewalls are covered with double glass of the same type.
Light was measured with Li-Cor Light meter LI-250A, and quantum sensor LI-190. A daily light exposure equaled 18 h. The lamps were turned off when natural light intensity reached the level of 300 W m −2 and when the internal temperature exceeded 30 °C. The inter-row lighting worked independently of the conditions. Figures 1 and 2 show the number of hours the lamps were switched on and the daily sum of solar radiation in each year of the study. The efficiency of light use for the production of 1 kg of cucumber fruit was calculated depending on the lighting combination. The sum of PAR light energy and cucumber yields in the analyzed cultivation cycles were compared.  The research was carried out using three individual 40 m 2 greenhouse growing area compartments, whereby the plants contained within were lit using three combinations: 1. HPS standard illumination from top HPS lamps-control, 2. HPS-LED-HPS toplighting and LED interlighting, and 3. LED-LED-100% LED lighting-both toplighting and interlighting with LED (Table 1). HPS toplighting: HPS lamps Gavita GAN 600 W; LED toplighting: Philips Green Power LED toplighting units DR/W-LB, 195 W, and LED interlighting: 2 lines of LEDs with Philips Green Power LED interlighting unit modules 2.5 m HO DR/B 100 W. The light conditions in terms of PAR (photosynthetically active radiation) in every compartment were maintained at one level, possibly closest to~320 µmol m −2 s −1 (PPFD-Photosynthetic Photon Flux Density). The PPFD was measured at the horizontal position Agronomy 2020, 10, 1342 4 of 14 above the inter-row lamps and in the middle of plants canopy. The detailed microclimate and growing conditions in experimental compartments were published by Kowalczyk et al. [19,20]. The research was carried out using three individual 40 m 2 greenhouse growing area compartments, whereby the plants contained within were lit using three combinations: 1. HPS standard illumination from top HPS lamps-control, 2. HPS-LED-HPS toplighting and LED interlighting, and 3. LED-LED-100% LED lighting-both toplighting and interlighting with LED (Table 1). HPS toplighting: HPS lamps Gavita GAN 600 W; LED toplighting: Philips Green Power LED toplighting units DR/W-LB, 195 W, and LED interlighting: 2 lines of LEDs with Philips Green Power LED interlighting unit modules 2.5 m HO DR/B 100 W. The light conditions in terms of PAR (photosynthetically active radiation) in every compartment were maintained at one level, possibly closest to ~320 µ mol m −2 s −1 (PPFD-Photosynthetic Photon Flux Density). The PPFD was measured at the horizontal position above the inter-row lamps and in the middle of plants canopy. The detailed microclimate and growing conditions in experimental compartments were published by Kowalczyk et al. [19,20].     This was repeated when the seedlings were planted in January 2015. The first combination (HPS) comprised 114 plants, the second (HPS-LED) 146 plants, and the third combination of (LED-LED) comprised 146 cucumber plants. The total crop duration lasted approximately 119 d (7 January to 1 May). During the stages of growth, development and production, regular measurements of the humidity, temperature, fertilizer and water consumption and yield were taken. In 2015, the cucumber production was harvested after 25 days and in 2016 after 18 days of vegetative growth.

Gross Margin Model
Calculations made during the research study revealed a surplus of variable costs over revenue. This has proved very helpful in decision making when considering incremental pricing where an Agronomy 2020, 10, 1342 5 of 14 entity must cover its variable costs. However, this was not completed automatically and not all of the fixed costs were covered. In the analysis, variable costs that included seedlings, production materials, fertilizer, plant protection, labor, and special costs, such as lighting, heating and additional fixed costs, were recorded in total. Figures for gross returns on total production were calculated by referring to the weekly average weighted prices from the Warsaw Agricultural-Food Wholesale Market Ltd. This is the biggest wholesale market for the sale of agricultural food products sold by agricultural producers, importers, wholesalers, retailers, wholesale units, restaurants, hotels and catering companies in Poland. Fixed costs, including the greenhouse structure and the covering materials along with the irrigation systems, were ignored in this study. The assumption was made in all combinations that the share of fixed costs was exactly the same. In addition, dependent on the cultivation technology used, the size of greenhouses may differ significantly depending on their type. However, investment expenditure related to lighting was presented separately, depending on the type, i.e., HPS, HPS-LED and LED-LED. The gross profit margin in the study was expressed in the form of a percentage following the Elum et al. [21] method, which defined it as the difference between the revenue and variable costs directly connected with the crop production divided by the revenue. Three types of lighting were calculated as presented below: where: GM-gross margin expressed as a percentage, TR-total revenue in EUR, TVC-total variable cost in EUR, P-cumber price per kg in EUR, Q-cucumber quantity produced in kg.
The unit cost in EUR of the variable inputs-seedling, costs of fertigation, plant protection, special costs and labor-is represented by letters C1 to C5, whilst the respective quantities (values from 2015 and 2016) of these inputs (in their standard units of measurements) are represented by the letters X1 to X5. Coefficients of variation of costs were also calculated for the three types of lighting used in the study. The coefficients were determined for total variable costs and selected costs such as lighting and heating costs (gas heating). They show how much the costs will change if the production process/method changes by a unit. This coefficient was determined according to the following formula: where: ∆k-increase in costs, ∆x-increase in production, K0-costs of the base period (2015), X0-production of the base period (2015).
The coefficient of variation of costs can take the following values: Agronomy 2020, 10, 1342 6 of 14

Results
The efficiency of light use, taking into account the use of the number of PAR mols per 1 kg of cucumber fruit, was the highest in the LED-LED combination and the lowest in both cultivation cycles with the HPS lamp ( Figure 3). In the 2016 cycle, this efficiency was higher than in 2015, probably due to more solar energy in this production season (Figures 1 and 2). The sun is the best source of light for plant growth and yield. Artificial lighting with LED lamps proved to be a more advantageous light source than HPS. Probably the difference in the light spectrum of both lamps had an influence on the higher efficiency of LED compared to HPS. HPS lamps without blue light, despite the comparable amount of PAR light, even with the additional use of LED lamps that had blue light in their composition, were not as effective for cucumbers as the LED-LED combination. During the study, the average light intensity in both cultivation cycles was about 24 mol/m 2 /day. X0-production of the base period (2015).

Results
The efficiency of light use, taking into account the use of the number of PAR mols per 1 kg of cucumber fruit, was the highest in the LED-LED combination and the lowest in both cultivation cycles with the HPS lamp ( Figure 3). In the 2016 cycle, this efficiency was higher than in 2015, probably due to more solar energy in this production season (Figures 1 and 2). The sun is the best source of light for plant growth and yield. Artificial lighting with LED lamps proved to be a more advantageous light source than HPS. Probably the difference in the light spectrum of both lamps had an influence on the higher efficiency of LED compared to HPS. HPS lamps without blue light, despite the comparable amount of PAR light, even with the additional use of LED lamps that had blue light in their composition, were not as effective for cucumbers as the LED-LED combination. During the study, the average light intensity in both cultivation cycles was about 24 mol/m 2 /day. The results of the gross margin analysis show that the gross profit of cucumber production is clearly differentiated depending on the type of lighting used ( Table 2). The gross profit margin, resulted in 38.00% in the case of the HPS lighting, 45.00% in in the case of mixed HPS-LED lighting, whereas it resulted in about 50.00% in the case of LED-LED lighting. Therefore, it can be stated that regardless of the type of lighting used, over 38 eurocents are retained as gross profit on every euro of revenue, and this could then be used for other operational expenses. This gross profit, which is realized after accounting for the costs of operating the business in a production season, indicates that in examining the first level of profitability, cucumber production is highly profitable in the area researched. However, it is worth noting that despite the higher level of variable costs in absolute  The results of the gross margin analysis show that the gross profit of cucumber production is clearly differentiated depending on the type of lighting used ( Table 2). The gross profit margin, resulted in 38.00% in the case of the HPS lighting, 45.00% in in the case of mixed HPS-LED lighting, whereas it resulted in about 50.00% in the case of LED-LED lighting. Therefore, it can be stated that regardless of the type of lighting used, over 38 eurocents are retained as gross profit on every euro of revenue, and this could then be used for other operational expenses. This gross profit, which is realized after accounting for the costs of operating the business in a production season, indicates that in examining the first level of profitability, cucumber production is highly profitable in the area researched. However, it is worth noting that despite the higher level of variable costs in absolute values in the case of LED-LED combinations, this combination proved to be the most profitable. This situation was significantly affected by the fact that, with this type of lighting, the yield from 1 m 2 was higher, which in effect translated into a higher production value. Moreover, in the case of the combination using HPS lighting this was EUR 59.42, in the combination with mixed lighting (HPS-LED) this was EUR 70.62 and in the case of LED-LED combination this was as much as EUR 78.76, i.e., higher by 32.55% in relation to the HPS combination. At the same time, it should be noted that this translated into a higher, gross profit margin by about 3 4 . As can be seen from the table above, the specialist costs, which include the cost of heating, the energy needed for lighting in the combination of HPS and LED during the period considered were significantly different. Therefore, their impact on the value of production was more closely examined. The analyses carried out indicate that in 2015 and 2016, the lighting energy costs varied, depending on the type of lighting used. The highest cost per 1 m 2 was observed in the case of the HPS combination. In 2015, 13.75 kWh was used to light 1 m 2 , and the cost was EUR 1.58. In 2016, 9.00 kWh with a value of EUR 1.52 was used per 1 m 2 , while in the case of the LED combination, 13.22 kWh with a value of EUR 1.03 and 8.62 kWh with a value of EUR 0.99 was used per 1 m 2 , respectively. The heating cost expressed as GJ/m 2 was slightly different. The highest cost per 1m 2 was observed in the case of the LED combination. In 2015, 0.98 GJ was used to heat 1 m 2 , and the cost was EUR 10.08. In 2016, 0.95 GJ with a value of EUR 9.85 was used per 1 m 2 , while in the case of the HPS combination, 0.85 GJ with a value of EUR 8.74 and 0.82 GJ with a value of EURO 8.51 was used per 1 m 2 (Figures 4 and 5). According to the analyses, the use of HPS lighting in moderate climate conditions during the winter results in a lower expenditure of thermal energy, due to the high heat emission of HPS lamps. In the case of LED lamp lighting, expenditures on thermal energy increase. Nonetheless, the increase in the value of production caused by the use of the LED-LED combination certainly compensates for the costs of thermal energy in this case.   The study also determines the share of lighting and heating costs in the value of production. The share of lighting costs in the value of production in the case of the LED-LED combination in both 2015 and 2016 was the lowest of all combinations, and was 1.38 and 1.18%, respectively. In the case of the HPS combination, it was 2.70 and 2.50%. The heating costs, which in the case of the LED-LED combination constituted 13.54 and 11.73% of the production value in 2015 and 2016, respectively, had a much larger share in this case. For comparison, in the HPS combination, they were 14.92 and 14.00%, respectively. It is worth noting that in 2016, the share of lighting and heating costs in the HPS-LED Lighting cost Heating cost The value of production   The study also determines the share of lighting and heating costs in the value of production. The share of lighting costs in the value of production in the case of the LED-LED combination in both 2015 and 2016 was the lowest of all combinations, and was 1.38 and 1.18%, respectively. In the case of the HPS combination, it was 2.70 and 2.50%. The heating costs, which in the case of the LED-LED combination constituted 13.54 and 11.73% of the production value in 2015 and 2016, respectively, had a much larger share in this case. For comparison, in the HPS combination, they were 14.92 and 14.00%, respectively. It is worth noting that in 2016, the share of lighting and heating costs in the HPS-LED Lighting cost Heating cost The value of production The study also determines the share of lighting and heating costs in the value of production. The share of lighting costs in the value of production in the case of the LED-LED combination in both 2015 and 2016 was the lowest of all combinations, and was 1.38 and 1.18%, respectively. In the case of the HPS combination, it was 2.70 and 2.50%. The heating costs, which in the case of the LED-LED combination constituted 13.54 and 11.73% of the production value in 2015 and 2016, respectively, had a much larger share in this case. For comparison, in the HPS combination, they were 14.92 and 14.00%, respectively. It is worth noting that in 2016, the share of lighting and heating costs in the HPS-LED combination was 1.94 and 7.29% (Figures 6 and 7).  Based on the calculated cost variability indices, it was found that the total variable costs presented in the combinations are described are progressive. Their value over the period analyzed exceeded the threshold value of 1, which meant that the increase in costs between 2015 and 2016 was faster than the growth of production. The progressive character of production costs was also observed in the case of lighting costs in the LED-LED combination (cost variability coefficient = 1.02) ( Table 3).   Based on the calculated cost variability indices, it was found that the total variable costs presented in the combinations are described are progressive. Their value over the period analyzed exceeded the threshold value of 1, which meant that the increase in costs between 2015 and 2016 was faster than the growth of production. The progressive character of production costs was also observed in the case of lighting costs in the LED-LED combination (cost variability coefficient = 1.02) ( Table 3).  Based on the calculated cost variability indices, it was found that the total variable costs presented in the combinations are described are progressive. Their value over the period analyzed exceeded the threshold value of 1, which meant that the increase in costs between 2015 and 2016 was faster than the growth of production. The progressive character of production costs was also observed in the case of lighting costs in the LED-LED combination (cost variability coefficient = 1.02) ( Table 3). Referring to the evaluation of costs of assimilation lighting with HPS and LED lamps for the cucumber, it is impossible to ignore the aspects of expenditure on investment related to the application of each type of technology. The previous part of the study focused only on variable costs. The table below contains a summary of operational parameters and expenses related to the installation of lighting used in the tests. The use of HPS lighting (600 W lamps) found only in the first greenhouse compartment requires the lamps to be replaced after 8000 h, and in the case of the third compartment, after 35,000 h (both for interlighting and toplighting). In the case of HPS lamps, the increased power consumption and the lack of power regulation is also significant. Flickering of the source/lamps also occurs.
The total investment expenditure including the use of a combination of different lamps, for each greenhouse department within an area of 40 m 2 was: EUR 6192.34 for the first one (HPS), EUR 7452.88 for the second (HPS-LED), and EUR 15,370.09 for the third (LED-LED) ( Table 4). However, considering the life of lamps in the LED-LED combination, it is over three times longer than in the case of lamps in the HPS combination, and power consumption is more than twice lower. This goes on to confirm the aforementioned benefits of this type of lighting, even when considering a higher overall level of expenditure on investment.

Discussion
Solar radiation, the natural source of light, is insufficient in certain areas and this has led to the use of supplementary sources in order to provide conditions for optimal growth. High-pressure sodium lamps and other metal halide lamps, which hitherto have been the traditional sources of light, are inefficient and also produce high levels of radiant heat [22]. The reduced daylight hours of the winter months mean that there is, as a result, a substantial expenditure on additional lighting, however this does enable growers to increase production [23]. Consequently, in order to produce energy-efficient greenhouse lighting, there has been a call for the development of alternative, innovative systems [24]. To give an example, in certain Nordic countries, in order to achieve an economically viable production and reduce the industry's carbon footprint, energy-efficient greenhouse cultivation is vital. The quantity of light-emitting diode (LED) horticultural luminaires coming onto the market has greatly increased in recent years. When comparing lights such as the high-pressure sodium lights (HPS lights) currently in use, it should be noted that LEDs also demonstrate other benefits such as the ability to vary the color, intensity and location of the light source relative to the plants. Hereby, the efficiency of lighting would be substantially improved, thus enabling enhanced plant growth resulting in higher quality produce [25]. Generally speaking, LED lighting is considered to be beneficial in the following ways: a small size, long lifetime, fire safety, (as excess heat is not produced), and slow voltage rates, ensuring safety and enabling the use of battery-powered devices while their low energy consumption is paramount [11,26,27].
Lighting with LEDs (light-emitting diodes) in commercial greenhouse production has already been researched in several studies [24,[28][29][30]. At Purdue University, scientists conducted comparative experiments by using LEDs with year-round tomato production in comparison with supplemental light vs. traditional overhead HPS lighting vs. high intensity red and blue LEDs. An energy saving of 25% in comparison with traditional lighting can be obtained by greenhouse growers cultivating tomatoes under LED lights while achieving the same yields [24]. Cucumber and lettuce crops have achieved similar results [13,31]. The results presented in this paper also indicate energy savings when using LED-LED combinations for plant lighting, because the share of lighting costs in the production value in both examined years was definitely lower than in the case of lighting with HPS lamps or in the HPS-LED combination.
The heat produced by HPS lamps reduces the demand from the greenhouse heating system. Reducing heating costs is a major challenge for greenhouses producers, especially those located in cold regions. Several techniques are used to reduce greenhouse heating costs in the winter season. However, it is important to consider the trade-offs between the agronomic need of plants and energy-saving potential of various energy-saving methods, also the economic feasibility of energy saving systems in greenhouses production [32]. A few experiences have shown that the radiative heat from HPS lamps helps maintain the desired crop temperature, and that greenhouses equipped with LEDs require higher inputs from the heating system [33]. Additional thermal radiation is useful in warming during the heating season, but is detrimental if is too warm. When sunlight supplies an adequate PPFD, supplemental lighting is usually turned off. According to Nelson and Bugbee (2014) [34], precision lighting can improve electrical efficiency. LEDs differ from HPS lamps, because they operate at lower temperatures, emit mostly convective heat and relatively little radiative heat, and can be more efficient at converting electricity to photosynthetically active radiation (PAR) [33]. LED lamps are more energy-efficient than HPS lamps, but the capital cost for LED is extremely high compared to other lamps and also provides no heating contribution in greenhouses [24].
The advantage of using LED rather than traditional (HPS) lamps is the optimization and conversion of energy into usable light-traditional (HPS) lamps being only able to convert 30% into usable light but at the same time using 30% in the form of heat. LEDs can convert up to 50%, and furthermore, can be optimized to a variety of wavelengths. In the case of LED lamp lighting, expenditures on thermal energy increase. Nonetheless, the increase in the value of production caused by the use of the LED-LED combination certainly compensates for the costs of thermal energy in this case. In terms of expenditure on thermal energy, the best results were obtained with the HPS-LED configuration, which allows lower renovation costs by leaving some of the previously used HPS lamps and supplementing them with LEDs. Therefore, it makes economic sense to use HPS lamps as an overhead light. A properly designed hybrid light system using overhead HPS with LED interlighting can reduce the cost-associated supplemental light, and also allow the growers to improve crop productivity at the same time. Substantial economizations of energy and, consequently, financial savings in the greenhouse industry have enabled growers to remain competitive by keeping production costs to a minimum. One key aspect slowing down the practice of LED technology in greenhouse lighting is the high capital outlay required for LED lighting systems. The available research results indicate the high capital cost-a five-year cost of LED fixtures is more than double that of HPS fixtures [34]. Despite this drawback, due to the strong, widespread demand in the current and potential greenhouse industry, technological innovation and a large-scale production are expected to lower the capital and operating cost in the future considerably.

Conclusions
The efficiency of light use was the highest in the LED-LED combination and the lowest in HPS, which confirms that artificial lighting with LED lamps proved to be a more advantageous light source for cucumber in the winter growing cycle than HPS.
Taking into account the variable costs of cucumber production in greenhouses, the application of supplemental lamp lighting in the LED-LED combination (top and interlighting) allows us to obtain the most favorable surplus of variable costs over the value of production. Despite the highest absolute level of variable costs in this type of supplemental lighting, the production value was higher by as much as 32.55% in relation to the HPS combination, which also translated into a gross margin that was higher by about 3 4 . However, it is worth pointing out that in the HPS-LED combination, the share of lighting and heating costs in the total value of production was the lowest. It is also a combination currently recommended in the literature as being the most beneficial in greenhouse production.
The above research results may turn out to be extremely important for producers from Central European countries. So far, relatively little attention has been paid to this type of research in the literature for this region. In the conditions of increasing energy prices and the simultaneous increase in competition, they can be a valuable source of information in the investment and management process.
Taking into account the higher costs of lighting installation in the LED-LED combination and the long life of this system, it can be assumed that in the near future, the use of this technology will be one of the basic factors of price and cost competitiveness in greenhouse cucumber production under moderate climate conditions. It will also contribute to the reduction in the demand for electricity in this type of production, which will have a significant impact on the sustainable development of agriculture and environmental protection.