3.1. Analysis of engine performance
Electricity production would be 1,084.8 kW with 1,056.6 kW of thermal power. This high efficiency is possible due to the large scale of the engine.
Figure 3 shows the mass and energy balance of the engine and the double turbocharger at 100% load. The reference temperature adopted was ambient conditions (25 °C) to evaluate two rows of cylinders. It should be noted that there is a mismatch of 20.6 kW in excess, which is 0.8% of the amount of energy brought into play at the start point of energy calculations. The thermal efficiency given by the manufacturer is 41.3%, equivalent to 1,096.5 kW. This value differs from that obtained from the theoretical calculation, a difference of 39.8 kW (1.55% of the total energy contained in the biogas). This error may be explained by the fact that in the manufacturer’s real tests, there are conditions that the theoretical calculations do not consider, such as the use of c
p-aire instead of that for the mixture (air-fuel) or that the average temperature of the flow between the inlet and outlet was used as the temperature for each stage. In any case, the difference is small enough to allow predictions for electricity and thermal energy production.
Equations predicted a total efficiency for the engine of 80.4% (taking into account the 20.6 kW in excess), slightly higher than the value of 82.5% given by the manufacturer. The usable thermal power of the engine is 1,314.5 kW and corresponds to that derived from both intercoolers, the oil exchangers, the block engine and exhaust gases (with a temperature of 142 °C). The useful thermal power is 1,056.6 kW because the energy derived from intercooler 1 is disregarded due to its low temperature (< 55 °C). The temperature of exhaust gases was 142 °C. Any energy recovery further this point was disregarded to avoid condensation problems. Thus, energy recovery accounts for 423 kW. The energy flows of the main and auxiliary cooling circuits are shown in
Figure 4. The adopted point of approximation between the exhaust air temperature and the inlet water is 5 °C for intercooler 1 and 10 °C for intercooler 2 [
27].
The compression power of the first stage is 120.4 kW (35.9% of the total) because the inlet temperature of the mixture was 25 °C, the outlet temperature was 101.4 °C (+305.6%) and the compression ratio was 1.85. The compression power of the second stage is 214.7 kW (64.1%), more than 1.8 times that of the first one, as the inlet temperature of this second stage has increased from 55 to 190.4 °C (+246.2%), and the compression ratio increased from 1.85 to 2.57 (+38.9%). The thermal power of each turbine stage is slightly higher than that of the compressor due to the mechanical losses occurring in the drive shafts (+3% in each stage). The density of the inlet mixture has increased from 1.2 to 4.7 kg/m3 at the inlet of the cylinders (+291.6%). Therefore, the mass flow induced into the cylinders is almost four times higher, translating into a significant increase in efficiency.
The mean specific mechanical power per unit mass and displacement was 0.168 kW/kg, equivalent to 18.7 kW/L for single compression. These values increase to 0.199 kW/kg and 23.0 kW/L for double compression. The engine JGS 320 GS-BL with 1,095 kW of mechanical power with 5,200 kg and 48.7 L would be equivalent to 6,183 kg and 60.0 L for single compression. The mechanical efficiency when applying double compression is increased by 3.7% compared to single compression. The compression ratio is 4.2% higher for double compression, and thus increasing the mechanical efficiency; the MEP is 23.3% higher for double compression. The double compression engine allows a better energy recovery, thus justifying the centralized configuration when producing electricity from biogas. In addition, this type of engine allows heat recovery, which is an important benefit for local population.
The location of the engine close to the city area facilitates that inhabitants benefit from the extra thermal energy produced. If bonuses are distributed in the form of heat to the local population, they may be more receptive to the strategy of treating waste in a decentralized manner. However, as inconvenient appears, supplying heat to several small digester units, requiring a new heat source to provide them with the thermal energy necessary to reach operating temperatures.
3.2. Technical feasibility of decentralized configuration
Considering the assumptions associated with waste production, the expected volumetric flow of material susceptible to co-digestion accounts for 294 m
3/d. Decentralized treatment of this material can be carried out in several digesters homogenously distributed in the city area. The HRT applied to the digestion process greatly influences the size and number of digesters needed.
Figure 5 shows the number of digestion units needed for treating this mixture. The minimum value of HRT evaluated was 15 days. Although this value may be feasible for treating food waste as a single substrate, their treatment with garden waste may cause an incomplete degradation due to the high lignocellulosic character of this latter material, needing longer retention times [
47].
Tian et al. [
48] studied the decentralized digestion of wastes, reporting better results regarding global warming potential when evaluating the life cycle assessment of different treatment configurations. However, the treatment of this type of waste in a distributed form, when implemented in cities, implies having enough area susceptible to locating digesters and the auxiliary equipment associated with grinding and mixing procedures for preparing digester feed and subsequently, when digestion ends, the auxiliary equipment necessary for digestate dewatering and storing this material until finding final disposal. It should be added the lower efficiency attained when comparing centralized and decentralized waste treatment systems, as demonstrated by González et al. [
49] when evaluating decentralized treatment of swine manure. Considering the minimum digester size at the lower HRT of 15 days, the use of the smallest digesters translates into an area of 2.65 hectares needed for locating the 88 small treatment plants, whereas this value increases to 7.06 hectares if the highest HRT is selected for the same working volume of reactors.
The location of these units would not be free of controversy. Locating a great number of digestion plants may not be free of generating odors and nuisance, although efforts made for covering equipment and avoid adverse visual effects. Reducing offensive gaseous emissions and eliminating involuntary spills of fresh material would probably become an impossible task. These activities, when carried out close to residential areas, may cause rejection by neighbors. The attempt to install such type of units will probably cause the revival of the “not in my backyard” syndrome, which transforms into “not in anybody’s backyard”, no matter how useful the idea of locally treating waste may seem [
50]. Locating such units in urban areas would also translate into a decrease in green areas. For the case examined here, if a value of 25 m
2/inhab. is considered as the average value of available green area [
51], then the decrease of these areas would be 0.7% in the best case, but it rises to 1.9% when the highest HRT is considered. The question is how many neighbors will be willing to accept reducing their green areas for locating a permanent waste treatment facility in their vicinity, particularly considering that this decrease would not be evenly distributed and therefore, some specific areas would suffer the main reduction.
There are several reports in the literature regarding the social rejection caused when planners try to locate different treatment centers that are needed in terms of the public interest but find a ferrous opposition when the specific location of the installation is to be set [
52,
53,
54,
55]. However, if the proximity of the location is not close enough, so adverse effects are not experienced by residents, but economic benefits could be obtained in terms of jobs or energy bonuses, then a greater willingness to accept may be possible [
56]. Locating these installations in the extra radius may be feasible since population density in these areas is much lower. The most suitable option when taking any kind of decision regarding energy production or waste treatment must be based on different aspects such as technical, economic, environmental and social criteria so to compile with sustainable engineering principles [
57].
The number of digesters needs to be set based on efficiency considerations. Thus, the volume and number of digestion units were estimated by considering the amount of thermal energy available. The volumetric flow of biogas expected is 482 m
3/h, a value estimated from SMP data. Considering the use of two engines, the gas loading would be 55.7%, thus reducing the efficiency of electricity conversion and the thermal energy available.
Figure 6a represents the thermal energy available for the two extreme values of digester configuration (under maximum and minimum retention time). The greater the hydraulic retention time, less thermal energy is available for other uses because of the increase in digester size and thermal losses associated with the reactor surface. The blue band in this graph represents the range of available thermal energy under different thermal gradients at an HRT of 40 days. Similarly, the gray band represents the case for the HRT of 15 days. Obviously, the thermal energy available in this latter case is much greater, with a narrower band due to lower thermal losses experienced in the winter period because of the lower size of digesters.
The distribution presented in
Figure 6a considers the number of digesters needed for each reactor size studied, which is represented in the x-axis. The amount of gas obtained penalizes engine performance since the efficiency is adversely affected by the lower loading of engines. Thus, electrical efficiency reduces to 37.8%. The electricity available for daily activities would be scarcely enough to cover less than 1% (0.98%) of the daily energy needs of a city of 150,000 inhab. In the case of thermal needs, the system could cover 2.5% of the city requirements in the summer period, when thermal losses are at a minimum if assuming the implementation of the lowest HRT. However, in the winter period, almost all thermal energy available is necessary to keep system operating temperature when considering the lowest digester size.
The previous values may be improved if the SMP of garden waste could be increased by the application of pretreatments. However, thermal and mechanical pretreatments increase the energy demand of the global process [
58,
59]. Chemical pretreatments by adding alkali or acid solutions are usually accompanied by high temperatures to become more effective, but costs and corrosive effects are disadvantages to be added [
60,
61]. Other pretreatments may be more beneficial in terms of energy demand and auxiliary equipment, as it is micro-aerobic pretreatment or pre-acidification with digestate [
62,
63]. Small air additions into anaerobic systems have demonstrated to increase methane production by up to 19% [
64], whereas other authors have reported an increase of up to three times [
65]. If a modest 10% increase in methane production is assumed for yard wastes, then the benefits would translate into the coverage of 2.4% of thermal needs of the city requirements in summer periods, a value also estimated by assuming the lowest retention time. A further increase up to 40% allows to load engines close to 73.4% of their maximum capacity, which translates into higher values of efficiency in electricity production and thermal recovery. Thus, 1.3% of electricity demand could be covered by CHP engines, whereas a value of 3.2% is obtained for covering thermal needs, also under the same assumptions.
Figure 6b shows the thermal energy range available under the latest assumption.
The energy provided by CHP engines, either electricity or thermal energy, may seem low. However, this type of energy production system may be integrated into other renewable energy systems in a hybrid scheme, thus reducing the demand for fossil energy sources. By investing in this type of energy, jobs can be created for the local population and sustainable development can be promoted [
66], favoring the decarbonization of the economy. The size of single digesters needed for treating the daily mass of waste produced was 350 m
3.
This size was selected because it is the value obtained after minimizing available thermal energy changes with digester size. Thus, the number of digesters needed would be 13 units. The location of digesters in the community extra radius will be such that the zone selected falls outside the city borders. For a population density of 2500 inhab./km2, the urban area will account for 60 km2. Increasing this area by a factor of 4, the diameter of the circumference will be 17.5 km. Therefore, the digester will be located at a distance one from each other of 4.2 km following the circumference perimeter. One factor that was not considered in the present estimation was the price of land. Some city surrounding areas may have a higher land price due to specific landscape attributes, making them the living preference of high-income residents, thus adding constraints to the availability of suitable locations. The localization of a waste treatment plant will affect the price of land, probably reducing the value of land surroundings, adversely affecting house pricing.
Previous estimations were carried out considering a solid content of the feed of 110 g/L. The increase in the solid content of the feed may increase productivity thanks to better use of digester volume [
67]. Nevertheless, there is a limit to increasing solid content in digestion systems, which is dictated by mass transfer restrictions and inhibitory compounds, significantly affecting methane yields [
68,
69]. Considering as a limit, a value of 14% solid content prior to experiencing process adverse effects [
70], the number of digesters will be reduced to 10 units, thus decreasing the impact caused by the presence of decentralized plants in city surroundings.