1. Introduction
The latest years have witnessed important changes that have affected several aspects of the life on our planet. The National Oceanic and Atmospheric Administration (NOAA) published data reveal that the CO
2 concentration in the atmosphere reached 421 parts per million (ppm), 50% more than in the pre-industrial era [
1]. The cause of this rapid increase can be found in human activities, including the burning of fossil fuels such as coal to produce energy [
2]. Companies represent the largest users of the energy market; therefore, it is necessary to find a solution to deal with both the increase in CO
2 concentrations in the atmosphere and the enormous increase in energy costs. To this end, the installation of cogenerating systems capable of producing electrical and thermal energy by efficiently exploiting the energetic content of fuels, allow for companies to autonomously, partially, or almost totally, satisfy their energy needs [
3,
4].
In this context, the present work describes a combined heat and power (CHP) energy system with a micro gas turbine (MGT), installed in an Italian farm. Starting from the basic MGT plant, various systems are gradually added: a solar field promotes the production of thermal energy for the heat unit, a gasifier capable of exploiting agricultural residues to self-produce a CO
2 neutral fuel, and an organic Rankine cycle (ORC) bottoming system to obtain additional mechanical power, and, therefore, electrical energy. The thermodynamic analysis carried out for the several intermediate plants identified the improvements of each inserted subsystem. Furthermore, an economic analysis of the complete “hybrid” plant was performed to verify its feasibility, using the same methodology of ref. [
5].
The idea of using a micro gas turbine comes from several papers reported in the scientific literature. Indeed, the increasing demand of highly efficient decentralized power generation with low CO
2 emissions finds in this system a very popular means to be able to use alternative fuels as a renewable source of energy [
6,
7,
8,
9].
De Robbio widely illustrated in the review [
10] the potentiality of MGTs, reporting the latest implementations of this technology and evidencing the flexibility of this power system. As matter of fact, this characteristic makes it possible to use the supply of fuels with chemical and physical properties usually different from those of the standard fuel that is natural gas (NG). Micro gas turbines can operate with liquid fuels as well. The possibility to utilize alternative fuels also allows for the integration of this plant with other different low environmental impact systems [
10].
Concentrating solar power (CSP) technology is considered as a promising and viable solution to the fossil fuel replacement in regions characterized by high solar radiation. The maximum temperature achieved by these plants is consistent with those of a MGT. Hence, those studied have been conducted on optimal integration between these two power plants, considering for the solar field: a tower [
11], a parabolic dish [
12], or parabolic trough collectors [
13]. The research is moving towards solutions that aim to associate MGT with CSP to increase the maximum operating temperature of the receiver and consequently increase the conversion efficiency of the thermodynamic cycle. The advantage of this technology is also related to the rapid start/stop of the MGT, good compactness, possibility of using compatible fuels (biogas, methanol), and low water consumption, which is particularly favorable for applications in normally arid environments, with scarcity of water but with a high solar resource.
In this scenario, thermodynamic and economic evaluations are mandatory. Ghavami et al. [
14] analyzed a MGT totally powered by concentrated solar power to generate electricity in the range of 5–30 kWe; the levelized cost of energy (LCOE) lowers in the areas with higher annual insolation. In the study [
15], a plant integrating a microturbine with a thermodynamic solar system was proposed in order to supply the housing unit with electricity, cooling (during summer), heating, and production of domestic hot water. First, the researchers obtained the load profile of the building and the solar irradiation and after the simulations of the cycle under different scenarios were carried out. To evaluate each plant from an economic point of view, the LCOE was calculated, which verified that the LCOE was lower respect to PV system, but higher than the electricity purchase rates from the grid. Papers [
16,
17] considered a system characterized by a solar tower integrated with a MGT capable of producing 100/200 kWe for small-scale grids. The central tower system uses many heliostats, which rotate in the direction of solar radiation. The heliostats reflect solar radiation to a receiver located at the top of the tower. The air, after being compressed and preheated by the regenerator (also called “recuperator”), receives additional heat from the radiation reflected on the receiver. This means that the subsequent combustion process is not always necessary in order to reach high temperatures upstream of the expander. The results of these studies demonstrate that, compared to a traditional system, performance improves while reducing CO
2 emissions. Furthermore, in [
17] the plant was evaluated from an economic point of view, considering the LCOE index, and was revealed to be quite favorable but could be further improved if the plant was associated with a bottoming plant ORC.
In [
18], the researchers hypothesized a solar-MGT system combined with steam injection whereas ORC was proposed to improve efficiency and flexibility. The presence of steam injection and ORC results in an increase of up to 30.37 kW added to the 100 kW of MGT. In fact, the combination of microturbines with ORCs enhances the overall fuel efficiency and power output, although increasing the capital cost. Based on these considerations, in [
19] the authors showed how a 100 kW microturbine with a relatively low efficiency, if coupled with an ORC, can improve the electrical efficiency going from 30% to 35%. Also, ref. [
19] covers the thermo-economic design and optimization of such a bottoming cycle in different seasons of the year, i.e., the performance varies considerably. The developed thermodynamic model analyzed the effects of environmental conditions on the system performance, demonstrating that the cycle outlet power was estimated from 3.70 kW in winter to 9.87 kW in summer, while the lowest and the highest cycle efficiencies were 19.44% and 35.07%, respectively, considering sunny days.
The correct integration of different energy systems is one of the most effective strategies to obtain greater efficiency and reduce polluting emissions. Another key driver toward a totally efficient energy conversion is represented by the development of biomass conversion technologies characterized by limited impact in terms of CO
2 emissions. To this end, a study is presented in ref. [
20], in which a MGT powered by gas produced by gasification is provided with injections of steam. In the proposed integrated system, a heat recovery steam generator (HRSG) produces steam for both the gasification process and the steam injection. Roy et al. [
21] show that the heating value of the producer gas and the bio-energy generation rate in the gasification process would change with the variation in the gasifier fuel. In [
22], the authors analyze a biomass gasification CHP plant integrated with either a pre-combustion adsorptive capture process or a conventional post-combustion amine process to achieve carbon-negative power and heat generation. In [
23], a study on the microturbine performance using blends of natural gas and syngas from the air gasification of rice hulls was conducted. The microturbine tests show that the efficiency dropped when the fuel changed from pure natural gas to 50% NG/50% syngas blends. The paper [
24] aimed to model and simulate a small-scale combined heat and power plant fueled with olive industry wastes, incorporating a downdraft gasifier, gas cleaning and cooling subsystem, and a microturbine as the power generation unit. As matter of fact, the integration of biomass gasification into small CHP plants has been the subject of many recent studies. In ref. [
25], the layout of the hybrid solar/microturbine plant powered by biomass from agricultural products (olive pits) was modelled. The gasifier was dedicated to the biomass conversion and the micro gas turbine was optimized for operation with syngas. In particular, the MGT plant was integrated with a solar tower array capable of providing partial or total fuel heating replacement depending on the amount of solar radiation supplied to the working fluid reaching the turbine inlet. The results of this study indicate that the response of the syngas plant can be considered satisfactory in terms of the net power obtained to the detriment of the overall efficiency referred to as the input biomass, due to losses in the gasification process. Furthermore, the characteristics of syngas are very different from natural gas with a smaller LHV value, which leads to an increase in fuel flow rates by shifting the working point of the dynamic machines without inducing critical situations in different operating conditions of the plant.
The previous authors’ works aimed at the study of the Capstone C30 MGT under variable conditions, mainly relying on a CFD methodology. The MGT behavior was analyzed when it was supplied with different fuels from the standard one (NG), like syngas [
26] or hydrogen [
27], and when a solar tower was added upstream of the combustor [
11] which completely changed its operating point and demonstrating a high level of flexibility. Indeed, all these changes alter the air to fuel ratio and consequently affect the MGT combustion development. Instead, in paper [
28], the best turbine design was analyzed for the bottoming ORC plant. The whole implant performance was then investigated demonstrating the feasibility and the improvements achievable with the addition of the ORC.
At this point, the target of this work is to put together all these findings and evaluate a more complex power plant in which all the sub-systems can be integrated with the MGT. Therefore, as already stated, starting from the basic configuration with the sole MGT, different plant configurations are thermodynamically studied with the gradual addition of a solar field, a gasifier, and an ORC system. An economic analysis has been performed for the complete implant to evaluate its feasibility.
3. Electric and Thermal Loads
The load was built assuming the following hypotheses:
The company is closed for 4 days a month for 11 months and 16 days in August. That is for a total of 1440 h/year;
In the other 305 days, the company works 24 h a day. Then, the total working hours are 7320 h/year;
The company requires an electrical power of 40 kW for 30% of the operating hours or 2196 h/year;
The company requires an electrical power of 38 kW for 40% of the operating hours or 2928 h/year;
The company requires an electrical power of 32 kW for 15% of the operating hours or 1098 h/year;
The company requires an electrical power of 25 kW for 15% of the operating hours or 1098 h/year.
In
Table 1 the annual electrical request of the farm is listed, considering as usual a decreasing order of electrical power demand.
Hence, the electrical total energy required by the company is calculated as:
To build the thermal load curve it is necessary to identify the utilities:
The space heating is calculated assuming an area of 100 m
2 and a height of 3 m:
where
K is the thermal coefficient in kcal/(h·m
2) that ranges between 30 and 40 depending on the heat dispersion factors [
33].
Two greenhouses are present at the farm that require heat during winter. The heating system is of the “radiant body” type, consisting of steel or high-density polyethylene pipes, arranged at the top, along the side walls, or on the ground of the greenhouse, into which the fluid enters at 80–85 °C. To calculate the heat requirement of greenhouses it is necessary to account for their size, shape, and lining material. The “A-frame” type of greenhouse was chosen [
34].
The total area of the greenhouse is assumed equal to: .
For a greenhouse covered with a single layer of glass the global heat exchange coefficient is:
In the greenhouse, the air temperature must be 25–26 °C to ensure the growth of plants and vegetables. Considering an average ambient temperature of 11 °C during winter, the thermal power required for each greenhouse is calculated as:
For two greenhouses: .
Furthermore, the domestic hot water at 50 °C for six sinks foresees a mass flow of hot water of about 6 L/min, equal to: .
Considering that half of the users demands hot water at the same time (3 sinks), the required water flow rate is equal to 0.3 kg/s.
Then, the thermal power required for sanitary users is equal to:
To create the thermal load curve, the year is divided by three periods, considering separately cold and warm months, except for October, because depending on the ambient temperature some utilities can be disabled.
Period 1: November, December, January, February, March
Period 2: April, May, June, July, August, September
Period 3: October
“Period 1” consists of 151 days. Recalling that the company is stopped 4 days per month (480 h), in these hours only the greenhouses need heating, therefore, the thermal load is equal to 30 kW. In the remaining 131 days (3144 h), the company needs to heat the offices, greenhouses, and domestic hot water. So, the required thermal power is calculated as:
“Period 2” consists of 183 days. Again, for each month, except August, the company is stopped for 4 days, which correspond to 480 h. During August the activity is interrupted for 16 days (384); therefore, for 864 h (480 + 384 h) no thermal load is required. For the remaining 147 days (3528 h) the thermal load is lower due to the sole hot water demand:
Finally, “Period 3” consists of only 1 month (31 days). For 4 days (96 h) the company is not operative and only the greenhouses need heating (30 kW). In the remaining 27 days (648 h) of October, it is assumed that the thermal load is due to greenhouses and to the hot water production:
Table 2 summarizes the thermal energy demanded in the different periods and for the different utilities.
The total thermal energy is:
In
Figure 2 and
Figure 3 the electrical and thermal loads are displayed, respectively. As already mentioned, the former curve is usually organized in descending order, whereas the thermal load is contemporary to the electrical one.
5. Off-Design Thermodynamic Analysis
A thermodynamic analysis of the plant in off-design conditions was carried out only for Case#4 during the 24 h, considering a day of the year (21 June 2022). In
Figure 14 the ambient temperature trend for this day is reported [
40]. During the 24 h, both the ambient temperature and solar radiation vary but, to ensure a high efficiency level of the MGT, the TIT was fixed at 900 °C (1173 K). In
Figure 15, the thermal power obtained from the solar field is plotted. During the night hours, when there was no solar radiation, the oil temperature could maintain a temperature of at least 400 °C thanks to the storage.
Figure 16 and
Figure 17 represent the power and the efficiency during the day.
As a next step, the thermodynamic analysis was widened to the whole year, considering for each month four hours of the day: midnight, 6 a.m., midday, and 6 p.m. (18:00). Such times were characterized by different radiation conditions and ambient temperatures (
Figure 18); hence, the performance of the implant was expected to vary. Indeed, the total electric power in
Figure 19 points out a direct dependence on the ambient temperature.
During the winter months, the electric power was higher because of the lower ambient temperature which implies a higher density of the air entering the MGT.
The efficiency trends reported in
Figure 20 demonstrate that, for almost every month, a performance reduction occurs in the late afternoon (6 p.m.) due to the poor solar radiation and high air temperature (
Figure 18). Indeed, the minimum value (26.33%) occurs precisely during the hottest month, August, while the highest efficiency (29.94%) was reached during the coldest month, December, at 6 a.m. when the radiation was not at its maximum level. This means that the ambient temperature has a major impact on performance.
From the annual analysis it is possible to obtain the average values of both electrical and thermal power that the system delivers during each month; the outcomes are displayed in
Table 12. From these values it possible to calculate the average levels of electric and thermal power that it was assumed the MGT/solar field/gasifier/ORC global plant provides over the whole year. These parameters, represented by the red dotted lines in
Figure 21a,b, are compared with the electrical and thermal loads reported in the same
Figure 21 for the economic analysis of the cogeneration plant.
7. Conclusions
This work aimed to illustrate the improvements of a CHP MGT power plant of a farm progressively widened with the introduction of new components, i.e., a solar field, a gasifier, and an ORC system in terms of energy efficiency, cogeneration indexes, reduction in pollutants, and economic convenience.
The thermodynamic analysis in the design conditions demonstrated that the first addition of the solar field enhanced all the cogeneration indexes (FEUF, FS, and PES), while the second addition of the gasifier led to a reduction in these parameters. However, the gasifier was introduced to exploit the wastes of the farm itself allowing for the production of free syngas, that is considered carbon-neutral, to feed the MGT. At least, the presence of the ORC downstream in the MGT enabled the attainment of further mechanical power with a more efficient conversion of the primary energy fuel. Indeed, this perfectly integrated system presented positive cogenerating factors.
Finally, the thermodynamic analysis, on a daily and yearly basis, allowed for calculation of the electrical and thermal energy levels necessary for a feasibility study of the implant.
The net present value and discounted payback period were calculated with reference to the year 2022. The initial investment consisted of the costs of each component except the MGT; the cashflows included the yearly revenue of the sale of the extra electrical power produced, the incentives earned thanks to the cogenerating asset, the avoided costs due to the free production of the syngas, and the price of the electrical and thermal energy that must be integrated during the surplus of demand.
From the thermo-economic analysis carried out for the complete system, the investment is favorable not only for energetic and environmental aspects of the agri-food company, but from an economic point of view as well. In this way, the company manages to recover the invested capital in only 3 years and 11 months.