Abstract
The development of biofuels as an alternative to the use of fossil fuels is growing worldwide due to environmental concerns and energy independence; thus, considerable technical progress has been achieved in biofuel production. Microalgae have been widely used for nutrient removal during wastewater treatment and produce compounds that can be used as feedstock for biofuel synthesis. In this work, the green microalga Coelastrum sp. was cultivated using industrial wastes: molasses as the carbon source and synthetic wastewater as the culture medium to determine the potential of its use for biofuel production. The use of synthetic wastewater (SWW) and molasses improved biomass production when compared with cultures carried out in a standard laboratory culture medium, such as tris-acetate-phosphate (TAP). Growth rates of 0.31 and 1.4 day−1 were attained during exponential growth rate with SWW and molasses and TAP media, respectively. The best results in biomass and lipid content, 2.29 ± 0.05 and 0.71 ± 0.03 g L−1, were obtained after 15 days of culture in SWW with molasses. The analysis of the lipid profile, produced by Coelastrum sp. cultured under these conditions, determined that the microalga can be considered as a high-quality feedstock for producing green diesel, bio-jet fuel, or biodiesel.
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Introduction
Due to increasing energy independence and environmental concerns, the development of biofuels as an alternative to the use of fossil fuels is growing worldwide. Biofuels have been in use in the last decade, and research and technological development continue. They are derived from biological sources that make them a renewable source for energy production together with low greenhouse gas emissions into the atmosphere [1]. Considerable technological progress has been achieved in biofuel production; however, the sustainability aspect has emerged as an important issue in recent years. With sustainability as a goal, efforts are being made to develop production schemes based on biological wastes as feedstock to improve sustainability criteria.
Heterotrophic cultivation in microalgae presents significant biomass production advantages over the more common autotrophic method [2] but nevertheless requires an organic carbon source [3], which makes the production process economically unviable for biofuel production. In this sense, alternative and inexpensive carbon sources such as cane molasses [4] have been suggested to replace pure glucose for cultivation to support rapid growth and attain high oil yields from algae while significantly reducing production costs up to 50% [5, 6]. Molasses is a viscous and dark final effluent obtained during the preparation of sugar by repeated crystallization and is currently used as an animal feed or raw material for ethanol and other value-added chemical production [7]. Composition of molasses varies depending on the season, location, and other production variables. Regarding nutrients from molasses, 40% C and 2–6% N contents have also been reported [8]. Furthermore, an average C/N ratio in molasses of approximately 55 has been reported [9]. In Mexico, molasses is chemically constituted by sucrose (26–40%), reducing sugars (12–25%) and nitrogen (0.4–1.5%) [10]. Molasses production increased from 2006–2007 to 2015–2016 by 10.5% with 2 million tons produced per year and sold at a relatively stable price.
However, only few microalgae species adapt to heterotrophic cultivation [11, 12]. Thus, it is important to evaluate more fast growing and lipid-rich microalgae that can be cultivated in heterotrophic systems for biofuel production. Another course for attaining sustainability in microalgae culturing for biofuel production is the use of low-cost culture media hence the use of wastewater. Microalgae of different genera have been widely used for nutrient removal during wastewater treatment [13]. In fact, some species have shown excellent efficiency for nutrient removal [14]. Therefore, with the advent of renewable energies and GHG emissions reduction, recent studies have focused on maximizing the biomass and lipid yields of microalgae to improve its viability for biofuel production [13] and, at the same time, performing a wastewater treatment.
Among microalgae species, Coelastrum sp. has been proposed as a suitable feedstock for biodiesel production, with great potential for CO2 biofixation, nutrient removal from wastewater [14], and other high-value-added products [15]. Moreover, its high lipid yield and suitable fatty acid profiles with potential for biofuel production have been reported [16] and its growth performances compared with other species [17]. It has also been reported that some microalgal species are capable of naturally produce hydrocarbons [18] and even fatty acid methyl esters (biodiesel) (FAMEs) [19]. On the other hand, native algal strains are adapted to local environmental conditions and can be highly competitive and tolerant to a wide range of culture conditions [20]. In this work, the potential of a native strain of Coelastrum sp. was investigated for biofuel production using molasses as a carbon source in synthetic wastewater as an alternative to classic culture media. This potential was based on the production of a specific biofuel (green diesel, biodiesel, or bio-jet fuel) following the lipid profiles that resulted with changes in media composition and culture time.
Materials and Methods
Strain and Culture Conditions
Coelastrum sp. (strain UADY-PRIORI-014-FMVZ-05) was kindly provided by the Facultad de Medicina Veterinaria y Zootecnia of the Universidad Autónoma de Yucatán in Yucatan, Mexico, and characterized genetically and morphotaxonomically in our laboratory [21].
Growth cultures were carried out in 500-mL Celstir flasks with mechanical agitation using synthetic wastewater (SWW) employed in heterotrophic cultivation of Chlorella vulgaris [2], modified in the present study to simulate the composition of domestic wastewater, containing the following compounds (mg L−1): NaCl, 7; CaCl2, 2; MgSO4 7H2O, 1; K2HPO4, 100; KH2PO4, 50; Na2HPO4, 30; and NH4Cl, 192. This means 50.2 g/L of N in the medium. Industrial molasses was sent to an external laboratory to determine its proximate composition according to AOAC 1908 methodology and the official Mexican norms (NMX-317-S-1978; NMX-F-428-1982). Molasses was added as a carbon source in the SWW at 10% v/v, according to previous studies carried out in our group [22]. The elemental composition of molasses (4 mg) was performed in a Thermo Scientific Elemental Analyzer Flash 2000 to calculate the C/N ratio. Tris-acetate-phosphate (TAP) medium was used as a reference culture [23]. Nitrogen limitation in TAP and SWW media was performed for comparison purposes with the omission of NH4Cl from Hutner’s solution but still maintaining the Mo7O24 (NH4)6·4H2O content (0.011 mg L−1 nitrogen, in TAP medium) [24]. The media pH was adjusted to 7 with 1 M HCl or KOH and sterilized for 20 min at 120 °C and 1.1 bar. Growth curves with 540,000 cells mL−1 as inoculum were carried out. Growth conditions were 25 ± 2 °C, 16:8 h photoperiod (light:dark), 30 μmol m−2 s−1 light intensity, and 120 rpm agitation. Microalgae cell growth was evaluated by measuring the culture cell concentration with a Neubauer hemocytometer.
Specific Growth Rate Determination
Growth curves of the microalga were created by plotting the cell concentration against culture time from daily 1 mL sampling. The exponential growth phase was visually determined as a straight line during the growth phase. Cell concentration (cells mL−1) and time (d) values were substituted into Eq. (1) to obtain the specific growth rate μ (d−1).
where C2 and C1 are the culture cell concentrations at t2 (end of exponential growth phase time) and t1 (beginning of the exponential growth phase), respectively [25].
Biomass Recovery and Lipid Extraction
The lipid profiles were analyzed at three points during the culture period: at days 5 (TAP5 and SWW5) and 15 of culturing (TAP15 and SWW15) and at 15 days of nitrogen limitation in TAP medium (TAP15-N) for comparison purposes. At each sampling point, cell biomass was recovered (centrifugation at 5000 rpm at 4 for 10 min). The pellet was rinsed (3×) with distilled water to eliminate media remnants. The washed biomass was cooled to − 8 °C for 24 h and vacuum freeze-dried for 72 h.
Lipid extraction was carried out by solvent extraction based on [26] and modified as described below [27]. The dry biomass collected was poured into 30 mL of 2:1 v/v chloroform:methanol mixture and incubated at 38 °C for 3 h with agitation at 150 rpm. The extracted biomass was separated from the organic extract and extracted four more times until the absence of organic compounds was confirmed by thin layer chromatography. All organic extracts were combined, and the solvent mixture was eliminated by vacuum evaporation.
Statistical Analysis
All cultures were conducted in triplicate (n = 3). For statistical analysis, the t Student test was performed with the Origin® 9.1 data analysis and graphing software (OriginLab Corporation, Northampton, MA). Significance level was 0.05.
Lipid Profile Characterization
The lipid extract (0.2 g) was partitioned in a 30 × 2-cm high-purity silica gel 60, 70–230 mesh (Sigma-Aldrich, USA) chromatographic column. A gradient elution was performed using hexane and ethyl acetate as the mobile phase as follows: pure hexane, then hexane:ethyl acetate solvent mixtures of 9:1, 8:2, and 7:3 v/v, pure ethyl acetate, and finally, pure methanol. All solvents were of analytical grade (Baker, Mexico). The elution of the lipid compounds from the column was monitored by thin layer chromatography. When compounds stopped eluting from the column, a more polar mobile phase was used. Thin layer chromatography was carried out on TLC silica gel 60 F254 aluminum foil plates (Merck, Germany), and a mixture of hexane:ethyl acetate:acetic acid (9:1:0.1 v/v) was utilized as the mobile phase. The plates were developed by immersion in a phosphomolybdic acid solution followed by moderate heating. Fractions obtained from column chromatography were classified following the nature of the compounds they contained. The fractions containing triacylglycerides were transesterified by homogeneous alkaline catalysis [21] to obtain the FAME derivatives. Fractions containing hydrocarbons, FAME, terpenes, and free fatty acids were analyzed on an Agilent 6890 N gas chromatograph equipped with an Agilent 5975B mass selective detector. Compounds were separated on a 30 m × 0.25 mm ID × 0.5-μm film thickness Agilent HP-5 MS UI capillary column, and the carrier gas was He at 3 mL min−1. The temperature conditions were 70 °C for 5 min, a 10 °C min−1 ramp to 200 °C, a 20 °C min−1 ramp to 290 °C, and a 10 °C min−1 ramp to 300 °C, which was maintained for 22 min. The ionization voltage was 70 eV, and the sample injection volume was 1 μL. The identification of the compounds was carried out taking into account a match level of ≥ 90% with the NIST library provided with the equipment software and a peak area ≥ 4% of the total area of each sample.
The polar fractions containing phospholipids were analyzed by attenuated total reflection FT-IR spectroscopy. Spectra were acquired with a Tensor II FT-IR spectrometer (Bruker Optics, Germany) fitted with an ATR accessory. The transmittance spectra were collected between 4000 and 500 cm−1 at a spectral resolution of 4 cm−1 with 32 scans coadded and averaged. The samples were analyzed without prior treatment.
Estimation of Physico-chemical Parameters to Asses Potential of Coelastum sp. Lipids as Feedstock for Biofuel Production
The compounds identified in the lipid extracts were grouped into five fractions according to their potential to be used as raw material for its transformation into renewable fuels, or their potential to be used directly as fuel without requiring to be processed. Heterogeneous catalysis transformation processes such as hydrodeoxygenation, hydroisomerization, and hydrodrocracking were considered in the analysis. The oxygen weight percent in the fractions containing this element, as well as the H/C atomic ratio, was calculated as parameters to assess the usability of the different fractions in the mentioned biofuel-obtaining processes.
On the other hand, for the transesterifiable fractions, the potential quality of biodiesel was estimated considering that (a) after transesterification, the FAMEs obtained conserve the aliphatic structure of the components in the raw material, and (b) the properties of the biodiesel obtained can be estimated from the proportion of individual FAMEs in the mixture. The methodology used to estimate the properties of biodiesel is described below.
Property data for pure fatty esters considered in the samples was gathered from experimental reports or calculated from correlations reported in literature as indicated in Table 1. Using this information in combination with the Kay’s mixing rule (Eq. (2)), density at 15 °C (ρ), kinematic viscosity at 40 °C (ν), higher heating value (HHV), and iodine value (IV) were estimated for biodiesels. For the case of cetane number (CN), cold filter plugging point (CFPP), and oxidative stability (OSI), selected correlations taken from the literature were applied. In total, seven main fuel properties of biodiesel were estimated and compared with the corresponding standard limits when applicable.
The use of Eq. (2) is justified for predicting biodiesel properties, given that they are simple mixtures constituted generally by less than 10 single compounds of the same family, thus having similar physicochemical properties. In this equation, f was replaced by ρ, CN, ln ν, HHV, or IV, depending on the property to be estimated. Subscript i refers to individual ith fatty ester and subscript B refers to the mixture of esters or biodiesel, n is the number of fatty esters in the mixture, and x represents their weigh fractions.
Density of some FAMEs was estimated by using Eq. (3) proposed by Pratas et al. [28], where a and b are fitted parameters which values are given in Table 1.
Some other FAME densities are calculated with Eq. (4) proposed by Ramírez [29]. Dynamic viscosity (ν) [29], higher heating value (HHV) [30], and iodine value (IV) [31] of certain individual FAMEs were calculated with Eqs. (5–7) and data from other studies [32,33,34] as indicated in Table 1. In Eqs. (4–7), M is the molecular weight, N is the number of double bonds, and T is the temperature in K. ρ in Eq. (4) is given in kg·m−3, ν in Eq. (5) is in mPa·s, the units of HHV in Eq. (6) are MJ kg−1, while those of IV are g I/100 g biodiesel.
The cetane number of biodiesels (CN) was calculated by using Eqs. (8–10) proposed by Mishra et al. [35]. To estimate the CFPP, Eq. (11) reported by Serrano et al. [36] was used. In this equation, SATC16-C24 are the weight percent of saturated C16-C24 FAMEs. Finally, the OSI value was estimated by using Eq. (12) proposed by Park et al. [37], where X is the sum of the weight percent of the linoleic and linolenic FAMEs, while Y is the oxidative stability, in h.
where
and,
Results and Discussion
Coelastrum sp. Growth in SWW
The proximate composition of molasses used in this study was as follows: humidity (26.22%), soluble solids (1.46°Bx), nitrogen (0.48%), protein (3.01%), crude fiber (0.63%), ash (6.42%), and total sugars (58.69%). Nitrogen and sugar contents were consistent with values reported for industrial molasses in Mexico [10] and China [7]. Meanwhile, the elemental composition analysis indicated contents of C, H, N, and S of 43.54, 6.28, 0.66, and 0.28%, respectively. With these results, a C/N ratio in molasses added with synthetic wastewater of 70.3 was calculated. This value is high, considering that in the case of wastewaters added with carbon sources, C/N ratios of 5 to 30 have been reported [38, 39]. Total sugars in molasses are mainly (two-thirds) constituted by sucrose, which is difficult to assimilate by microalgae. If reducing sugars present in molasses are considered as the main carbon source, then a C/N ratio of 13.1 can be considered for this study. C/N ratios above 20 favored cell lipids content in Chlorella sorokiniana [40]. Studies in our laboratories are currently being carried out to exactly determine the amount of carbon source available for microalgae in pretreated molasses.
Coelastrum sp. cultured in SWW with molasses as the carbon source showed continuous growth (μ = 0.31 day−1) until day 13 of culturing, when the cell concentration began to decline. In TAP medium, Coelastrum sp. showed 1 day of lag phase (Fig. 1), then 1 day of exponential growth (μ = 1.4 day−1), and entered the stationary phase until the end of culturing. Specific growth rates of 0.23 and 0.47 day−1 have been reported for Coelastrum sp. cultured in BG11 medium [14] and Chlorella vulgaris cultured with glucose-galactose as carbon source [3], respectively. Despite the use of a complex carbon source in this study, cultures did not show growth inhibition; on the other hand, the sustained longer growth period in SWW was probably due to the use of carbohydrates as a carbon source, as reported by Yan et al. [5] with the microalga Chlorella protothecoides, which make this medium very attractive for microalgal biomass production. The higher growth rate in TAP medium can be due to the better availability of a carbon source (acetate) for the microalga in this medium than in SWW complemented with molasses (glucose, fructose, and sucrose). It has been reported that the use of Na-acetate as a carbon source produced better growth of Chlorella vulgaris in SWW than that seen with glucose or sucrose [41]. In this work, the maintained growth of Coelastrum sp. in SWW with molasses could be explained by a high availability of nitrogen. The addition of molasses to SWW increased the nitrogen content, from that present in TAP medium, by 7 times. Nitrogen contents used by Mousavi et al. [14] were 48 to 80 mg L−1 whereas in this study, nitrogen concentration was 768 mg L−1 most of nitrogen coming from molasses. Optimization of these parameters is needed. Productivity parameters analyzed at different sampling points (Table 2) indicated that Coelastrum sp. produced more biomass (dry basis) when cultured in SWW and molasses than when cultured in TAP medium. After 15 days of culture in SWW complemented with molasses, 2.29 ± 0.05 g L−1 of dry biomass were attained. This value is lower than that (8.8 g L−1) obtained by Yan et al. [5] with untreated molasses but close to 2.24 g L−1 reported by Abreu et al. [3]. Concerning lipid production, 0.71 g L−1 was attained when Coelastrum sp. was cultivated in SWW with molasses, and increased to 0.82 g L−1 after nitrogen limitation was applied to the culture at the end of the exponential growth phase. Rai and Gupta [42] have reported lipid production values from 0.092 to 0.36 g L−1 with Scenedesmus abundans cultured in different media. In another study, Gao et al. [39] reported lipid production values from 0.025 to 0.32 g L−1 when Chlorella sp. was cultured under different carbon and nitrogen concentrations in culture media. Biomass and lipid production varied between treatments indicating a strong effect of culture conditions on these parameters. Higher lipid contents were detected when the microalgae were cultured in batch mode for 15 days. The nitrogen limitation stage enhanced biomass production only while lipid content began to decrease. It has been reported that if sufficient nitrogen is stored within the cells in the growth phase when the nitrogen amount is abundant, it can be metabolized during nitrogen depletion, resulting in more microalgal growth instead of lipid production [43]. The increase in growth with molasses as a carbon source has been documented in Chlorella vulgaris, Scenedesmus obliquus [44], and Chlorella pyrenoidosa [4].
Nitrogen limitation showed a more noticeable effect on growth than lipid production when Coelastrum sp. was cultivated in TAP medium (Fig. 2). It can be seen that the increase in cell weight is not due to lipid production enhancement. An explanation to this behavior could be the accumulation of starch. It has been reported that nutrient limitation can be used as a strategy to accumulate starch and lipids in microalgae [45]. However, regulating the distribution of these energy-containing compounds is not clear, as it depends on several environmental conditions [46]. Further investigation is needed to explain why the cells stop accumulating lipids while growth continue.
Coelastrum sp. Lipid Profiles
The crude extracts from all cultures were partitioned by gravity column chromatography to obtain fractions that were classified according to the type of compounds in them (from nonpolar to polar compounds). Five fractions were obtained from each crude extract: the first fraction was the least polar and contained mainly hydrocarbons. The second fraction was mainly composed of triacylglycerides. The third fraction contained sterols, free fatty acids, and fatty alcohols; the fourth fraction was constituted mainly by terpenes, and the more polar fifth fraction corresponded to phospholipids. The fraction containing triacylglycerides was transesterified before GC-MS analysis. As expected, the composition of the crude extracts varied with culture conditions, as shown in Fig. 3.
After 15 days of culturing Coelastrum sp. in batch mode in TAP medium, hydrocarbons were approximately 3% of the total lipid extract. When nitrogen limitation was applied to the culture, the presence of hydrocarbons became more prominent (22% of total lipid extract). In SWW-molasses medium, Coelastrum sp. showed the same production of hydrocarbons (3% of the total crude extract) at 5 and 15 days of culture. After nitrogen limitation, hydrocarbons were 4% of the total crude extract, showing little effect. The contribution of triacylglycerides to the total crude extract at the end of the exponential growth phase in TAP medium was 6% and remained almost the same after 15 days of culture or after nitrogen limitation (6 and 9%, respectively). When Coelastrum sp. was cultivated in SWW-molasses medium, 16% was the contribution of triacylglycerides to the total lipid extract. It increased to 55% after 15 days of culture in batch mode and to 48% after nitrogen limitation. These results indicate that triacylglycerides were the compounds that Coelastrum sp. produced after the exponential growth. In the case of sterols, their highest contribution to total microalgal extract was attained at the end of the exponential growth phase (3.9% and 5.3% for TAP and SWW-molasses media, respectively). Sterols are structural compounds of cell membranes and are mainly synthesized during cell multiplication [47]. Their presence decreased as other compounds were produced within the cells during the stationary phase. Terpenes are secondary metabolites that are mainly produced after the exponential growth phase [48]. In the case of Coelastrum sp., the contribution of terpenes to the crude extract at the end of the exponential growth phase was 11.7% and 8.11% (in TAP and SWW-molasses, respectively). After 15 days of culture in batch mode, terpenes increased to 25% in TAP medium and only 13% in SWW-molasses. Values of terpene content after nitrogen limitation decreased to 15.8% in TAP medium and 10.1% in SWW-molasses medium. An explanation of this behavior is beyond the scope of this study. The contribution of the phospholipidic fraction to the total extract was the most important after the exponential growth phase in both TAP and SWW-molasses media (75 and 66%, respectively) probably because cells were multiplying and mainly producing cell wall phospholipids. Their contribution decreased after 15 days of culture in TAP and SWW-molasses media to 63 and 27%, respectively, as secondary metabolites were produced. After nitrogen limitation, changes on the phospholipid contribution to the total lipid extract were minimal. From a production process point of view, what is important is the amount of the compound of interest that can be attained. The yield of each fraction in 1 L of culture media is shown in Fig. 4. If triacylglycerides are the fraction of interest, Coelastrum sp. can be cultivated in SWW-molasses medium in batch mode for 15 days (avoiding the addition of more nutrients), as nitrogen limitation had almost the same effect.
Lipid Identification in Coelastrum sp. Cultures
Fifty-three compounds were identified by GC-MS from the first four fractions that eluted from the silica gel column (Table 3). The fifth fraction (phospholipids) was only analyzed by FT-IR to corroborate the presence of the P-O-C band. In this section, the profile of the lipids produced by Coelastrum sp. is discussed with the exception of the phospholipidic fraction, which was not fully identified. When Coelastrum sp. was cultivated in TAP medium, the hydrocarbon 1-docosene and the sterol chondrillasterol were the most abundant compounds at the end of the exponential growth phase. After 10 more days in batch mode culturing, 1-docosene was 6 times less abundant, chondrillasterol was not detected, and the production of TAGs was favored. The most abundant fatty acid methyl esters (FAMEs) detected at this point were C18:1 and C18:2 with smaller amounts of C16:0, C16:2, and C16:3. Neophytadiene was also as abundant as C18 FAMEs. Phytol was also detected but in smaller quantities than neophytadiene. Although nitrogen limitation in TAP medium did not induce more production of TAGs than that in batch mode, the FAME profile changed; more C16:0 was present, and the production of the (Z) isomer of C18:1 (the most abundant FAME) was observed.
When SWW-molasses was the culture medium, Coelastrum sp. mainly produced TAGs during the first 5 days of culturing, showing the presence of C18:1 (the E isomer) and C16:0 as the main FAMEs. The production of more TAGs compared with that of the TAP medium during this period can be due to the slow growth of Coelastrum sp. in SWW-molasses that allows for the production of some reserve compounds. After 10 more days in batch mode culturing, the production of TAGs was improved, but the FAME profile was almost the same. This indicates that the metabolism during this period was the same that occurred during the first 5 days of slow growth, resulting in TAG accumulation. Elimination of nitrogen from SWW did not enhance the accumulation of TAGs from what was accumulated in batch mode. The more abundant FAMEs were C16:0, C18:0, and C16:1, which indicates a possible shift towards more saturated TAG production. The nitrogen limitation experiment with SWW cannot be considered a complete limitation as in the case of the TAP medium. This is because the addition of molasses as a carbon source at the beginning of the limitation phase also introduced the addition of nitrogen contained in the molasses. More work is underway to evaluate the effect of the nitrogen contained in the molasses.
As expected, the FT-IR spectra of the phospholipidic fractions from all experiments showed similar patterns (Fig. 5). A strong signal at 1035 cm−1 characteristic of symmetric P-O-C bond stretching can be observed. The bands at 1095 and 1240 cm−1 are associated with the symmetric/asymmetric bond stretching of a PO2− diester from the phosphate group [49]. Bands at 1458, 1715, and 2852–2915 cm−1 are characteristic of the CH2, C=O, and C-H groups, respectively. Although the phospholipidic fractions were not fully identified, phosphatidylglycerol (PG) and phosphatidylcholine (PC) have been reported in Scenedesmus sp. lipid extracts in a more detailed study carried out by Yao et al. [47].
Potential of Coelastrum sp. Lipids for Biofuel Production
The compounds present in the lipid extracts were grouped into 5 fractions as indicated in Table 4, and a qualitative assessment of the potential use of each fraction as a feedstock for obtaining renewable liquid fuels was estimated. In this table, the letter H, for example, indicates that this fraction has high potential to be transformed into a biofuel, meaning that it constitutes a high-quality raw material to be processed through the technology indicated in the last column of the table. In addition, the main product or products that would be obtained with this technology are indicated.
Fraction 1 corresponds to branched- and cyclo-alkanes containing between 12 and 14 C atoms without the presence of double bonds or oxygen atoms. The compounds of this fraction correspond to a renewable fuel for aviation (bio-jet fuel). Because the freezing point is one of the most critical specifications for aviation fuel (− 47 °C according to ASTM D7566), the presence of molecules with sufficiently low freezing points is required. In particular, branched alkanes or isoalkanes have lower freezing points for a higher number of branches. Figure 6, generated with data from the NIST Standard Reference Database [50], shows the melting points of some linear and branched alkanes that are within the jet fuel range (C8–C16). Cyclic alkanes are also useful as aviation fuel. Moreover, a maximum of 25% content of aromatic compounds is also desirable to prevent fuel seals in ducts, connections, and containers where the jet fuel is stored. According to these criteria, fraction 1 can be used directly as bio-jet fuel because it contains compounds in the proper range of C atoms and does not have oxygen or the presence of double bonds. In particular, fraction 1 of the TAP15 treatment is formed by tri-branched structures, which are highly desirable for aviation fuel.
Fraction 2 is composed of saturated and unsaturated linear hydrocarbons containing between 17 and 21 C atoms. These molecules are in the range of diesel fuel, which in this case is known as green diesel or renewable diesel. This fuel requires linear alkanes with medium-chain length, which provide a high cetane number. For example, n-C16, also known as cetane, has a cetane number of 100. On the other hand, chain branching reduces the cetane number but improves its cold flow properties. For this reason, a moderate percentage of mono-branched molecules is desirable. Once the olefins present are saturated, the product corresponds to a diesel with a very high cetane number. However, it is required that some molecules are transformed to branched structures to improve their cold flow properties. Both the saturation of the double bonds and the required isomerization can be carried out simultaneously in a single catalytic step referred to as hydroisomerization [51]. Moreover, the H/C values for this fraction range from 1.9 to 2.1. As a reference, alkanes containing between 17 and 21 C atoms have an average H/C ratio of 2.1. This indicates moderate levels of unsaturation, and that moderate hydrogen consumption is required to obtain the saturated product. According to the above, fraction 2 for all of the treatments constitutes a high-quality feedstock for transformation into green diesel.
The composition of fraction 3 is similar to that of fraction 2, but fraction 3 is constituted by larger molecules (C22–C35). Similarly, the double bonds present in these molecules must be saturated, and they must be isomerized to form branched structures. Additionally, molecules of this fraction must be fragmented to obtain smaller molecules. As a result of this process, bio-jet fuel and green diesel can be obtained. The levels of unsaturation for these fractions are also relatively low, with H/C atomic ratios between 1.8 and 2.0. Therefore, in this case, it is required to simultaneously perform hydroisomerization and hydrocracking reactions. Sometimes, this process is referred to as hydroconversion. These transformations can be carried out in a single reaction step by using heterogeneous catalysts [52]. According to this analysis, fraction 3 constitutes a high-quality raw material with potential for transformation into bio-jet fuel and green diesel.
Fraction 4 contains oxygenated compounds containing between 8 and 32 C atoms. These compounds include alcohols of different lengths, short chain FAMEs, and terpenes, among others. In addition to the hydrogenation, isomerization, and cracking reactions described for fraction 3, a hydrodeoxygenation process to eliminate the oxygen in the molecules in this fraction is required. Moreover, the values obtained for the atomic H/C ratio and the percentage by weight of oxygen are more favorable than those corresponding to the Jatropha curcas oil (JCO) taken as a reference [53], which values are 1.8 and 11 wt%, respectively. According to the above, fraction 4 constitutes a feed that can be transformed through the process known as HEFA [54], which is carried out in the presence of hydrogen in two reaction stages. In the first reaction step, oxygen is eliminated in the form of H2O, CO2, and CO, while the double bonds are saturated. In the second reaction step, isomerization and cracking reactions take place, giving rise to bio-jet fuel and green diesel as main products.
Fraction 5 corresponds to TG and FFA transformable into biodiesel. Based on their lipid profile, seven critical properties were estimated, whose values are shown in Table 5. In this table, minimum and maximum limits considered by the American (ASTM 6751) and European standards (EN 14214) have been included when applicable. The results indicate that all biodiesels meet the American and European standards for density, cetane number, and viscosity. In addition, all comply with the OSI values of the American standard, and the SWW15-N treatment also complies with the European standard for this parameter. Regarding IV, only TAP15 treatment biodiesel fails to comply with the maximum limit established in the European standard. This is explained by its high content of polyunsaturated FAMEs, which amounts to 51% approximately. With respect to the HHV, all of the biodiesels present typical values, very close to 40 MJ/kg. Finally, except for SWW15-N treatment, the rest of the biodiesels present acceptable values of CFPP, especially for temperate climates. The high content of saturated FAMEs (approximately 60%) is the cause of the 18.7 °C value estimated for SWW15-N treatment biodiesel. According to the above, biodiesels from TAP15 and SWW15-N treatments were classified as medium quality, while the rest of them were of high quality, as indicated in Table 4.
Conclusions
Time and culture media showed an influence on biomass and lipid production. The culturing of Coelastrum sp. in synthetic wastewater complemented with molasses proved to be a good option for the production of biomass 2.29 ± 0.05 g L−1, and lipids 0.71 ± 0.03 g L−1 compared with a synthetic laboratory medium. In these conditions, an additional nitrogen limitation phase did not improved lipid production. The lipid profiles were also affected by these variables. Cultures with TAP medium showed high contents of phospholipids (more than 50% of total lipid production) which are not a good feedstock for biofuel production as the phosphate group could damage catalysts used in biofuels synthesis. SWW complemented with molasses-induced triacylglyceride production to attain up to 50% of crude lipid extract, w/w, after 15 days of culture. These compounds are the feedstock for biodiesel, green diesel, or bio-jet fuel. Moreover, the nature of the triacylglycerides produced by Coelastrum sp. can produce high-quality biofuels. The yields, of both biomass and lipids, still need to be optimized to accomplish the viable commercial production of biofuels from microalgae. In order to accomplish this goal, it is required to know how the different metabolic pathways are affected by the variables studied in this work and to understand their interactions to better manipulate culture conditions towards the production of a certain biofuel. Finally, it is worth mentioning that optimization of the use of molasses as carbon and nitrogen source in microalgae culture is currently carried out in our group.
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Funding
The authors gratefully acknowledge the ASA-CONACYT financial support Grant No. 243145 for this project and CONACYT for María Guadalupe del Rayo Serrano-Vázquez scholarship No. 338220.
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Glossary
- ASTM
-
American Society of Testing Materials
- BD
-
Biodiesel
- BJ
-
Bio-jet fuel
- EN
-
European Standards
- E-T
-
Esterification + transesterification
- FAME
-
Fatty acid methyl ester
- FFA
-
Free fatty acids
- FT-IR
-
Fourier transform infrared spectroscopy
- GD
-
Green diesel
- H
-
High quality
- H/C
-
Hydrogen to oxygen atomic ratio
- HC
-
Hydrocarbons
- HC
-
Hydrocracking
- HEFA
-
Hydrotreatment process for obtaining bio-jet fuel and green diesel
- HI
-
Hydroisomerization
- M
-
Medium quality
- NIST
-
National Institute of Standards and Technology
- NMX
-
Official Mexican Norm
- PQ
-
Potential quality as product or feedstock
- TLC
-
Thin layer chromatography
- TG
-
Triglycerides
- SWW
-
Synthetic wastewater
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Valdez-Ojeda, R.A., del Rayo Serrano-Vázquez, M.G., Toledano-Thompson, T. et al. Effect of Media Composition and Culture Time on the Lipid Profile of the Green Microalga Coelastrum sp. and Its Suitability for Biofuel Production. Bioenerg. Res. 14, 241–253 (2021). https://doi.org/10.1007/s12155-020-10160-5
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DOI: https://doi.org/10.1007/s12155-020-10160-5