Slow Pyrolysis of De-Oiled Rapeseed Cake: Influence of Pyrolysis Parameters on the Yield and Characteristics of the Liquid Obtained

: Pyrolysis of biomass converts all components into liquid, gaseous, and solid products without the need for component separation. However, the composition of liquid products from lignocellulosic biomass is usually complex and difficult to upgrade. Slow pyrolysis of de-oiled rapeseed cake, an agricultural waste from the rapeseed pressing process, was carried out for liquid and solid fuel production. The maximum yield of bio-oil obtained was 51.6 wt.% under the optimized conditions. The HHV of the bio-oil, containing mainly acids, hydrocarbons, esters, and alcohols, was 32.82 MJ · kg − 1 , similar to that of bio-diesel, to be promising in downstream upgrading because the fuel properties such as higher caloric value, limited moisture content, as well as neutral pH value, were close to commercial bio-diesel. The gaseous fraction mainly consisted of CO, C 1 , C 2 hydrocarbons, H 2 , and CO 2 , and the corresponding LHV reached 7.63 MJ · Nm − 3 . The yield of bio-chars declined from 41.8 wt.% at 400 ◦ C to 28.8 wt.% at 800 ◦ C, whereas the corresponding HHV varied from 29.03 MJ · kg − 1 to 30.14 MJ · kg − 1 , comparative to coal, indicating a promising candidate for solid fuels or functional carbon. The liquid product shows promise as feedstock for producing high-quality fuel.


Introduction
Energy is indispensable for the development of the global economy and the social activities of human society, while over-reliance on fossil fuels has resulted in severe issues of energy shortage and environmental concerns worldwide [1][2][3][4].With the backdrop of global carbon emission restrictions, there is an increasing focus on the detrimental effects of traditional energy sources, such as fossil fuel, on the ecological environment [2,3].Hence, within the realm of energy research, a significant focus lies in the quest for alternative energy sources that have minimal environmental repercussions.Biomass, which is a renewable and promising resource for addressing the climate crisis and reducing anthropogenic carbon dioxide (CO 2 ) emissions, has been widely recognized as a key alternative in achieving global carbon neutrality [2,3,5,6].Furthermore, it is widely regarded as having significant potential in addressing energy shortages via thermochemical conversion.As an effective process for the valorization of biomass, pyrolysis can convert holocellulose, lignin, protein, and other biomass components into bio-oil, biochar, and bio-gas (syngas), improving energy density or obtain new materials [4,[7][8][9][10][11].
Rather than traditional pyrolysis focusing on a single product, pyrolysis poly-generation aims to maximize the value of given feedstock in a more diverse and environmentally friendly approach to fuels, chemicals, and materials, which has been extensively researched and is considered to be a promising process for biomass valorization [12][13][14].Chen et al. [12] fostering a circular economy and, most importantly, striving for net-zero carbon emissions based on slow pyrolysis technique.Key parameters such as pyrolysis temperature, carrier gas flow rate (N 2 ), retention time, and volumes of condenser were investigated to obtain bio-oil with high yield and better quality.The analysis and exploration of its characteristics are conducted using spectroscopies and chromatography-related related techniques.

Feedstock
De-oiled rapeseed cakes (DRC), which are the solid residues left after the traditional rapeseed pressing process, were procured from Pengzhou County in Sichuan Province, located in the southwest region of the People's Republic of China.These DRC were finely ground and sifted to obtain particles with diameters less than 0.18 mm (D p ≤ 0.18 mm) before undergoing lyophilization for further analysis.Various analyses were conducted to assess the proximate, ultimate, and chemical composition of the samples.The essential characteristics of the feedstocks are summarized in Table 1.Commercially available chemicals, solvents, and reagents were employed as received in the study.The solvents and reagents were purchased from Chengdu Kelong Chemical Co., Ltd., Chengdu, China, while the carrier gas (N 2 ), with a purity of 99.999%, was provided by the Southwest Institute of Chemical Co., Ltd., Chengdu, China.

Pyrolysis System and Procedure
The pyrolysis experiments were conducted using a fixed-bed reaction system, illustrated in Figure S1.This system comprised a quartz pyrolizer unit, a heating unit, and a condenser unit (consisting of tandem cooling traps), as previously described in our earlier work [30].In each trial, an initial purge with N 2 was carried out, followed by placing a 5.0 g sample.The sample was heated from room temperature to the final temperature using a fixed heating rate of 25 • C•min −1 under a continuous N 2 flow, as per our prior research findings [31].The samples were held at the maximum treatment temperature of no more than 2 h, and the resulting solids were referred to as DRCR (de-oiled rapeseed cake residue).The volatile products of the reaction were swept from the reaction zone by a carrier gas of N 2 .Gaseous and liquid products were collected based on their condensability.Condensable volatiles were collected through the outer quartz tube and condensers, while non-condensable volatiles were sampled using a gas bag.Investigations of pyrolysis parameters such as reaction temperature, purge gas rates, duration time, and volumes of tandem condensers were conducted in four separate sets.
The first set was to evaluate the effect of reaction temperature from 400 to 800 • C under fixed purge gas (N 2 ) rates of 50 and 80 mL•min −1 for inner and outer tubes, respectively.
To evaluate the effect of purge gas velocity on the products' yield and composition, corresponding experiments were conducted at flow rates of either 30 plus 40, 40 plus 60, 50 plus 80, 60 plus 100, or 70 plus 120 mL•min −1 for inner and outer tubes, respectively.In this set, the pyrolysis temperature was taken as 600 • C based on the result of the first set of investigations.
In the third set of investigations, the effect of the volumes of the cooling trap was performed.Corresponding variants for the two tandem condensers were 15 + 15, 15 + 210, and 210 + 210 cm 3 , respectively, where pyrolysis temperature was taken as 600 • C, flow rates fixed at 50 + 80 mL•min −1 for inner and out quartz tubes, and heating rates was set at 25 • C•min −1 with retention time of 0.5 h.
For the fourth set of investigation, retention times ranging from 0 to 2 h were investigated, and corresponding variants were set 0 h, 0.5 h, 1.0 h, 1.5 h, and 2.0 h, respectively, where other pyrolysis parameters were chosen based on single-factor optimization method of 1st to 3rd parameter optimization.
After pyrolysis, the system was cooled under N 2 (10 mL•min −1 in two tubes, respectively) to ambient temperature before product recovery.Solids remained, and apparatus before and after pyrolysis were weighted.The liquid yield (Y liuqid ) is counted by the mass difference of the outer tube and condensers before and after the reaction, and the gas yield (Y gas ) is determined by the overall mass balance.All experimental data reported are mean with triplicate runs with ±0.5% deviation.
Characterization and analysis details are provided in the Supplementary Materials.

Properties of Feedstock
As presented in Figure S2, where TGA and DTG curves were given, the thermal degradation behavior of DRC showed three inflection points located at 245, 305, and 359 • C, respectively, representing three maximum weight loss rates over the corresponding temperature regions.The total weight loss of the DRC was 71.18 wt.% over the range from 30 to 800 • C. Similar findings have been observed in our previous research on pyrolysis of pubescens [32].It could be observed that with increasing temperature from 400 to 800 • C, the conversion rates augmented continuously, indicating the enhanced weight loss with augmented temperature, whereas there was no obvious degradation above 600 • C, which was similar to the findings reported by Chen et al. using oil plant wastes as starting material [33].Considering the energy input and efficiency of feedstock valorization, investigations on pyrolysis temperature were selected as 400, 500, 600, 700, and 800 • C. Subsequently, the related effect of pyrolysis temperatures on the distribution of its products, characteristics of bio-chars, and composition of bio-gas obtained was analyzed and discussed in detail as an example of pyrolysis parameters optimization.The details of the optimization of other parameters were provided in Supplementary Materials.
Proximate, ultimate, and components analysis of DRC are presented in Table 1.Compared to lignocellulosic biomass, DRC contains more protein and extractives, which might be favorable for obtaining high-quality bio-oil.

Effect of Pyrolysis Temperatures on Products Distribution
The pyrolysis temperature is a crucial factor that significantly affects the resulting products obtained from the process, which has been investigated in the pyrolysis of lignocellulosic biomass, sludges, high/low-density polyethylene, etc. [34][35][36].Thus, the effect of the final heating temperature on the pyrolysis of DRC was carried out as well.Product distribution under 5 final temperatures with fixed purge gas rates (50 and 80 mL•min −1 for inner and outer tubes, respectively.),heating rates (25 • C•min −1 ) chosen according to our previous work [31] was presented in Figure 1 and Table S1.With an increase in temperature, Y liquids augmented initially from 40.4 to 51.6 wt.% in the temperature range over 400-600 • C, after that declined till 45.4 wt.% in the range over 600-800 • C. The corresponding char yield decreased from 41.8 to 31.4 wt.% and then declined to 28.8 wt.%, while the gas yield varied slightly, from 17.8 to 17.0 wt.%, and then augmented to 25.8 wt.%.The decrease in liquids above 600 • C could be attributed to the enhanced pyrolysis of volatiles from intermediate compounds.

Char yield decreased with increasing temperatures owing to carbon material decomposition
Energies 2024, 17, 612 5 of 14 promoted at higher temperatures.The maximum liquid yield (51.6 wt.%) was obtained at 600, indicating that 600 • C was the optimal value for DRC valorization and was selected as the optimum value in further investigations.It could be observed that the yield of pyrolysis liquid is acceptable, ranging from 40.4 to 51.6 wt.%, higher than that of lignocellulose (37.3 to 40.3 wt.% in the range of 400-600 • C) [37], yielding less solid char but more liquid products.Thus, the pyrolysis of DRC appears to be a promising alternative for the production of biofuel (bio-oil) to other biomass such as woody and herbaceous biomass.
previous work [31] was presented in Figure 1 and Table S1.With an increase in temperature, Yliquids augmented initially from 40.4 to 51.6 wt.% in the temperature range over 400-600 °C, after that declined till 45.4 wt.% in the range over 600-800 °C.The corresponding char yield decreased from 41.8 to 31.4 wt.% and then declined to 28.8 wt.%, while the gas yield varied slightly, from 17.8 to 17.0 wt.%, and then augmented to 25.8 wt.%.The decrease in liquids above 600 °C could be attributed to the enhanced pyrolysis of volatiles from intermediate compounds.Char yield decreased with increasing temperatures owing to carbon material decomposition promoted at higher temperatures.The maximum liquid yield (51.6 wt.%) was obtained at 600, indicating that 600 °C was the optimal value for DRC valorization and was selected as the optimum value in further investigations.It could be observed that the yield of pyrolysis liquid is acceptable, ranging from 40.4 to 51.6 wt.%, higher than that of lignocellulose (37.3 to 40.3 wt.% in the range of 400-600 °C) [37], yielding less solid char but more liquid products.Thus, the pyrolysis of DRC appears to be a promising alternative for the production of biofuel (bio-oil) to other biomass such as woody and herbaceous biomass.

Effect of Pyrolysis Temperatures on Characteristics of Bio-Chars
In this investigation, vital pyrolysis conditions and pyrolysis temperatures were investigated on the properties of bio-chars obtained, as had been investigated by other researchers using different feedstocks [38,39].Biochar modification scenarios under H2O2 oxidation from different feedstocks and pyrolysis conditions were investigated by Ghorbani et al., achieving enhanced specific surface area and porosity in all oxidized bio-chars [40].Moreover, biochar production from carbonization of biomass or de-oiled wastes on a pilot scale or above was of engineering and energetically interest owing to its industrially viable and ease to operate, as liquids could be burnt to supply heat for carbonization but with difficulty in swift purge and cool of volatiles generated in reaction zone, which was defined by the fixation of effective carbon into solid chars, whereas pyrolysis for liquids aiming at elevating the effective carbon content for more condensable volatiles acquisition [41][42][43].In this research, the yield of biochar declined from 41.8 to 21.8 wt.% by an augmented reaction temperature ranging from 400 to 800 °C (seen in Table S1).At 400 °C, the pyrolysis process was presumed to be incomplete, leading to unreacted DRC

Effect of Pyrolysis Temperatures on Characteristics of Bio-Chars
In this investigation, vital pyrolysis conditions and pyrolysis temperatures were investigated on the properties of bio-chars obtained, as had been investigated by other researchers using different feedstocks [38,39].Biochar modification scenarios under H 2 O 2 oxidation from different feedstocks and pyrolysis conditions were investigated by Ghorbani et al., achieving enhanced specific surface area and porosity in all oxidized bio-chars [40].Moreover, biochar production from carbonization of biomass or de-oiled wastes on a pilot scale or above was of engineering and energetically interest owing to its industrially viable and ease to operate, as liquids could be burnt to supply heat for carbonization but with difficulty in swift purge and cool of volatiles generated in reaction zone, which was defined by the fixation of effective carbon into solid chars, whereas pyrolysis for liquids aiming at elevating the effective carbon content for more condensable volatiles acquisition [41][42][43].In this research, the yield of biochar declined from 41.8 to 21.8 wt.% by an augmented reaction temperature ranging from 400 to 800 • C (seen in Table S1).At 400 • C, the pyrolysis process was presumed to be incomplete, leading to unreacted DRC retained within the biochar, which elucidated the bio-char's higher heating value (HHV) of 29.03 MJ•kg −1 at this temperature.Subsequently, augmenting temperature to 500 • C reduced the proportion of the bio-char component, consequently leading to a slight increase in HHV to 29.56 MJ•kg −1 , with further increase in pyrolysis temperature, the corresponding value increased up to 30.10, 30.10, and 30.14 MJ•kg −1 at 600, 700 and 800 • C, respectively.These HHV values are higher than that of the DRC at 19.62 MJ•kg −1 , as indicated in Table S2.Corresponding values of H/C and O/C molar ratios of DRC and chars are shown in Figure 2.With the increase in pyrolysis temperature, H/C and O/C values decreased from 1.77 to 0.52 and 0.61 to 0.16, which was enhanced in comparison with that of lignocellulosic biomass (pubescens) [30], where corresponding values varied from 1.55 to 0.66, and 0.63 to 0.22, respectively, indicating the coalification of chars enhanced by higher temperatures.Consequently, the solid product, or biochar, could be effectively utilized as a solid fuel source or precursor to functional carbons, as previously investigated by Wang et al. [30].
in Figure 2.With the increase in pyrolysis temperature, H/C and O/C values decreased from 1.77 to 0.52 and 0.61 to 0.16, which was enhanced in comparison with that of lignocellulosic biomass (pubescens) [30], where corresponding values varied from 1.55 to 0.66, and 0.63 to 0.22, respectively, indicating the coalification of chars enhanced by higher temperatures.Consequently, the solid product, or biochar, could be effectively utilized as a solid fuel source or precursor to functional carbons, as previously investigated by Wang et al. [30].

Effect of Pyrolysis Temperatures on Composition of Gaseous Products Obtained
With the increase of temperatures ranging from 400 to 800 °C, the yield of gaseous products increased from 17.8 to 25.8 wt.%, higher than the value (12.48 to 21.11% and 12.10-16.99% in the range from 600 to 800 °C) obtained through pyrolysis of two biomass feedstock reported by Wu et al. [44].Detailed composition of gases released and corresponding lower heating value (LHV) are presented in Table S3, Figures 3 and S3.The gaseous products were mainly composed of CO2, CO, C1 and C2 hydrocarbons, and H2, where CO2 and CO have resulted from oxygenated compounds fatty acids, holocellulose, and lignin from DRC. Corresponding LHVs were calculated based on Equation (S2) seen in Supplementary Materials.As could be observed, LHV increased from 5.92 MJ•Nm −3 at 400 °C to 7.63 MJ•Nm −3 at 600 °C and then declined to 7.50 and 7.40 MJ•Nm −3 at 700 and 800 °C, respectively.Small amounts of C1, C2 hydrocarbons, and H2 could be yielded, indicating that strengthened reactions took place during pyrolysis at higher temperatures.The acquisition of H2 was poor, which was similar to research findings reported by Uddin et al., where the yield of hydrogen gas varies from various feedstocks during pyrolysis, influenced by secondary reactions such as excessive thermal cracking caused by insufficient purging [45].Moreover, in the case of a specific feedstock, the volatile matter remains constant, and a high yield of liquids corresponds to a low yield of gaseous products.Consequently, the specific composition of the gaseous products aligns with a lower yield.

Effect of Pyrolysis Temperatures on Composition of Gaseous Products Obtained
With the increase of temperatures ranging from 400 to 800 • C, the yield of gaseous products increased from 17.8 to 25.8 wt.%, higher than the value (12.48 to 21.11% and 12.10-16.99% in the range from 600 to 800 • C) obtained through pyrolysis of two biomass feedstock reported by Wu et al. [44].Detailed composition of gases released and corresponding lower heating value (LHV) are presented in Table S3, Figure 3 and Figure S3.The gaseous products were mainly composed of CO 2 , CO, C 1 and C 2 hydrocarbons, and H 2 , where CO 2 and CO have resulted from oxygenated compounds fatty acids, holocellulose, and lignin from DRC. Corresponding LHVs were calculated based on Equation (S2) seen in Supplementary Materials.As could be observed, LHV increased from 5.92 MJ•Nm −3 at 400 • C to 7.63 MJ•Nm −3 at 600 • C and then declined to 7.50 and 7.40 MJ•Nm −3 at 700 and 800 • C, respectively.Small amounts of C 1 , C 2 hydrocarbons, and H 2 could be yielded, indicating that strengthened reactions took place during pyrolysis at higher temperatures.The acquisition of H 2 was poor, which was similar to research findings reported by Uddin et al., where the yield of hydrogen gas varies from various feedstocks during pyrolysis, influenced by secondary reactions such as excessive thermal cracking caused by insufficient purging [45].Moreover, in the case of a specific feedstock, the volatile matter remains constant, and a high yield of liquids corresponds to a low yield of gaseous products.Consequently, the specific composition of the gaseous products aligns with a lower yield.

Optimization of Pyrolysis Parameters
The optimization of several key pyrolysis parameters, including carrier gas rates, retention time at peak temperature, and volume of tandem condensers, evaluated by maximum bio-oil yield, was carried out as described above, and the results were shown in Figure 4a-c.While researchers had individually investigated each of the aforementioned

Optimization of Pyrolysis Parameters
The optimization of several key pyrolysis parameters, including carrier gas rates, retention time at peak temperature, and volume of tandem condensers, evaluated by maximum bio-oil yield, was carried out as described above, and the results were shown in Figure 4a-c.While researchers had individually investigated each of the aforementioned parameters, there is a limited number of research findings that comprehensively explore the combined impact of these parameters on the product results [46,47].Herein, an integrated influence of key pyrolysis parameters on the yield of liquid products obtained was performed.

Optimization of Pyrolysis Parameters
The optimization of several key pyrolysis parameters, including carrier gas rates, retention time at peak temperature, and volume of tandem condensers, evaluated by maximum bio-oil yield, was carried out as described above, and the results were shown in Figure 4a-c.While researchers had individually investigated each of the aforementioned parameters, there is a limited number of research findings that comprehensively explore the combined impact of these parameters on the product results [46,47].Herein, an integrated influence of key pyrolysis parameters on the yield of liquid products obtained was performed.For carrier gas rate optimization, as shown in Figure 4a and Table S4, the corresponding liquid yield was 49.4 and 50.3 wt.% for 30 plus 40 and 40 plus 60 mL•min −1 , respectively.The maximum liquid yield (51.6 wt.%) could be obtained with an increase in the gas rates to 50 plus 80 mL•min −1 , which was higher than that of pyrolysis of Cotton seed with MgO catalyst, where the corresponding value was 48.3 wt.% with flow gas rates of 200 mL•min −1 [48].With further augment of the flow gas rates to 60 plus 100 and 70 plus 120 mL•min −1 , the corresponding yield declined to 50.7 and 49.8 wt.%, respectively.Thus, 50 + 80 mL•min −1 was chosen as the optimal gas rate.
Regarding the duration time optimization, as shown in Figure 4b and Table S5, the yield of pyrolytic liquid increased by 1.9 wt.% when the retention time was prolonged to 0.5 h from 0 h, while little variation could be observed on liquid yield with further increase in retention time, which was higher than that of the value obtained from pyrolysis of neem press seed cake, as there was no significant influence on the liquid yield caused by retention time using RSM modeling and analyzing [46].Thus, 0.5 h was chosen as the optimized duration time.
For the optimization of volumes of tandem condensers, as shown in Figure 4c and Table S6, with the increase of the volume of tandem condensers, the yield of pyrolytic liquid increased by 1.8 and 4.3 wt.%, respectively, owing to the effective condensation of volatiles rather than insufficient cooling, indicating that augment the volume of condensers could enhance the yield of bio-liquids in a certain degree.The influence of pyrolytic volatile condensation under different temperatures has been investigated using various feedstocks, while research related to the effect of volumes of tandem condensers on the variation of liquid yield was limited [49,50].
Detailed discussions on the composition of bio-oils obtained based on parameter optimization are presented in Supplementary Materials to avoid tedious repetition.

Characteristic of Bio-Oil Obtained from DRC Pyrolysis with Optimized Parameters
The bio-oil obtained under optimized parameters was analyzed via several techniques and presented in Table 2. Corresponding characteristics of pyrolysis oil from lignocellulosic biomass, bio-diesel, and petroleum diesel were listed for comparison.The influence of related parameters such as purge gas rates, retention time, and condensation duration on product distribution and variation of bio-oil fractions has been investigated thoroughly as well, the details of which were given in Supplementary Materials to avoid tedious repetition (seen as Tables S4-S10).The carbon content in the bio-oil of DRC was 67.41 wt.%, which was in the variation range of bio-diesel, higher than that of bio-oil from lignocellulose, but lower than that of petroleum diesel.The corresponding value of hydrogen in bio-oil was 8.64 wt.%, much higher than that of pyrolysis oil from lignocellulose but lower than that of both of the other types of diesels.HHV of the bio-oil was 32.82 MJ•kg −1 , lower than both the high limit of bio-diesel and petroleum diesel, while higher than that of lignocellulosic bio-oil, but in the HHV value range of the bio-diesel, that is, it is close to fuel of transportation grade.The determined moisture was 4.87 wt.%, much lower than pyrolysis bio-oils from lignocellulosic biomass such as sugarcane, pubescens, and camellia oleifera shell, usually ranging from 10 to 30 wt.%, but higher than that of bio-diesel and petroleum diesel (lower than 0.05 and 0.03 wt.%, respectively).
Energies 2024, 17, 612 9 of 14 The viscosity of the bio-oil was 413.22 mm 2 •s −1 , hundreds of times higher than that of bio-diesel and petroleum diesel, which was above the range of diesel standard.The density of the bio-oil remained at 1.21 g•mL −1 , close to that of bio-diesel and diesel (>0.86 and 0.86-0.90g/mL, respectively).As for the surface tension, a key characteristic of biofuel facilitating the emulsion formation, the corresponding value was comparatively low, which was 24.10 mN•m −1 , lower than that of petroleum diesel (26.20).The acidity of bio-oil (determined by TAN) was 44.51 mg KOH/g, significantly higher than that of bio-diesel and diesel (<0.5 mg KOH/g), where the lower value is attributed to the existence of more acids, which was in accordance with our previous research and the composition analysis through GC-MS.
FT-IR was introduced to identify the functional groups that existed in the bio-oil obtained at optimized values, and the spectra was presented in Figure 5 (2000-500 cm −1 ) and Figure S4 (4000-500 cm −1 ).Characteristic absorbances of the bio-oil were assigned according to the literature [56][57][58][59][60].The outcomes highlighted the existence of organic compounds within the sample.
Surface tension (25 °C  The viscosity of the bio-oil was 413.22 mm 2 •s −1 , hundreds of times higher than that bio-diesel and petroleum diesel, which was above the range of diesel standard.The de sity of the bio-oil remained at 1.21 g•mL −1 , close to that of bio-diesel and diesel (>0.86 a 0.86-0.90g/mL, respectively).As for the surface tension, a key characteristic of biofu facilitating the emulsion formation, the corresponding value was comparatively lo which was 24.10 mN•m −1 , lower than that of petroleum diesel (26.20).The acidity of b oil (determined by TAN) was 44.51 mg KOH/g, significantly higher than that of bio-die and diesel (<0.5 mg KOH/g), where the lower value is attributed to the existence of mo acids, which was in accordance with our previous research and the composition analy through GC-MS.
FT-IR was introduced to identify the functional groups that existed in the bio-oil o tained at optimized values, and the spectra was presented in Figures 5 (2000-500 cm and S4 (4000-500 cm −1 ).Characteristic absorbances of the bio-oil were assigned accordi to the literature [56][57][58][59][60].The outcomes highlighted the existence of organic compoun within the sample.As shown in Figure S4, the band above 3440 cm −1 , ascribed to -OH stretching vibrations, was observed, and this observation could be attributed to alcohols, acids, phenols, and water.Band between 2732-3064 cm −1 was assigned to C-H stretching vibration of methyl and methylene groups, which underscores the significance of saturated aliphatic hydrocarbons in the composition of bio-oil.No obvious variations could be observed in the range from 4000 to 2000 cm −1 in comparison with bio-oil obtained at different temperatures.The bands at 1738 and 1514 cm −1 were assigned to the presence of C=O, as well as carbonyl-containing compounds, which indicated the existence of featured species with C=O group such as aldehydes, ketones, carboxylic acids, and ester compounds, and were further enhanced with higher pyrolysis temperature than 400 • C. The band at 1456 cm −1 aligned with the asymmetric vibrations of -CH 2 -and -CH 3 functional groups, while the band at 1278 cm −1 was associated with the presence of C-O groups, possibly arising from ester and alcohol structures.Moreover, bands at 1456 and 1210 cm −1 were ascribed to the vibration of the aromatic ring skeleton and -OH stretching attached to a benzene ring, indicating the presence of an aromatic ring.The band at 1112 cm −1 was assigned to the bending vibration of C-H, indicative of aromatic compounds.Notably, the band at 829 cm −1 was assigned to C-H out of plane deformation of G and S units of lignin, inductive of characteristic aromatic vibrations, specifically associated with the vibration of lignin units [61].The FT-IR results provide a glimpse into the intricate composition of the obtained bio-oil.GC-MS was also introduced to further elucidate the composition of the bio-oil obtained from pyrolysis of DRC, where compounds were classified with the declined peak area (seen in Table S11).To achieve this, the bio-oil sample was intentionally diluted using tetrahydrofuran (THF).The resulting chromatographic diagram revealed an array of more than 100 peaks, and the constituents were meticulously identified by referencing the NIST library.Given the intricate nature of the bio-liquid (bio-oil), the chromatographical analysis revealed a complex amalgamation of compounds stemming from the decomposition of diverse components, including cellulose, hemicellulose, lignin, protein, and extractives.While the experimental configurations exhibited similar compositions, variations in component reports were observed.As shown in Figure 6, groups were classified as Acids, Hydrocarbons, Phenols, Esters, Alcohols, Ketones, N-compounds, Levoglucosenone and Monoglycerides.As investigated by David et al. [62], bio-oils were found to have consisted of alkanes, alkenes, alkadienes, aromatic hydrocarbons, and fatty acids as a result of the primary and secondary reactions occurring during the pyrolysis.As could be observed, the yield of acids (such as Acetic acid, n-Hexadecanoic acid, Octadecanoic acid, Tetradecanoic acid, and Oleic acid) was more than 56%, most importantly, the yield of hydrocarbons, indicator of commercial fuels (such as Heptadecane, Pentadecane and 2,6,6-Trimethyl-bicyclo[3.1.1]heptane)was 16.41%.For other kinds of compounds, the percentage of each was lower than 10%.Among them, esters and alcohols were more than 8%, followed by phenols and ketones, with corresponding values of 3.53 and 3.16%, respectively.The other three species took the other yield of 3.73%, where minor constituents, such as N-compounds, have been noted by our previous research, underlining the precursor role of proteins and the origin of phenols from lignin fragments, as well as protein [63].In fact, the conversion of acids into hydrocarbons has been widely studied [64,65], providing clues to the upgrading of the pyrolysis bio-oil.That is, the downstream processing of pyrolysis bio-oil from DRC is promising compared to crude bio-liquids from the pyrolysis of lignocellulosic biomass containing many kinds of oligomers [31].
By comparing the characteristic of bio-oil obtained based on the optimized parameter with the pyrolysis bio-oil from lignocellulosic biomass, bio-diesel, and commercial diesel oil, as shown in Table 2, it was found that the H/C and O/C molar ratio and the density are acceptable in comparison with petroleum diesel, but with lower HHV and poor characteristics such as poor carbon and hydrogen content, higher TAN, viscosity and moisture.Its fuel characteristics were comparable to that of bio-diesel, such as similar elemental composition and density, as well as HHV, but with poor viscosity and TAN, as well as higher moisture.Moreover, the characteristics of bio-oil from DRC are superior to those of lignocellulosic biomass in terms of various properties such as H/C and O/C molar ratio, HHV value, and moisture content.In comparison with the caloric value of commercial diesel oil, as well as the promising bio-diesel, bio-oil from pyrolysis of DRC seemed to be comparable to the bio-diesel mentioned [66], even though with poor characteristics of HHV, high content of moisture, and TAN, which needs further downstream upgrading.It was concluded that the bio-oil obtained through pyrolysis of DRC was superior to that derived from lignocellulosic biomass and was significantly superior to the latter for utilization in industrial boilers or agricultural engines.Moreover, downstream upgrading of the bio-oil is indispensable for valorization of the bio-oil into the transportation fuels, such as catalytic conversion of acids (such as n-hexadecanoic acid, octadecanoic acid, tetradecanoic acid, and oleic acid, etc.) into hydrocarbons via decarboxylation of long-chain acids, as well as hydrodeoxygenation of the bio-oil with better caloric value [67][68][69][70].

Conclusions
De-oiled rapeseed cake (DRC), a byproduct of agricultural rapeseed pressing, emerges as a promising source for liquid fuel production with acceptable quality via slow pyrolysis.Optimal bio-oil yields of 51.6 wt.% are attainable under optimized conditions with corresponding bio-oil's higher heating value (HHV) of 32.82 MJ•kg −1 , outperforming that of lignocellulosic biomass, comparable to biodiesel, but being less than petroleum diesel, which was appliable for scale-up application for energy production from effective waste utilization.With additional processing, such as decarboxylation and hydrodeoxygenation, this bio-oil shows promise for use in transportation fuels.In conclusion, DRC-derived bio-oil aligns closely with transportation fuel standards, and the resultant pyrolyzed char has potential as either a solid fuel or a precursor for functional carbon materials in various applications.

Supplementary Materials:
The following supporting information can be downloaded at https://www.mdpi.com/article/10.3390/en17030612/s1, Figure S1: Frame diagram of pyrolysis process, Figure S2: The TGA and DTG curves of de-oiled rapeseed cake, Figure S3: LHV of gaseous products at different temperatures (calculated according to [71]), Figure S4: FT-IR spectra of bio-oils from different pyrolysis temperatures.Left panel shows the whole spectra ranging from 4000-500 cm −1 , right panel indicates the specific spectra ranging from 2000-500 cm −1 ; Table S1: Products Distribution via different pyrolysis temperatures, Table S2: Ultimate, Proximate and HHV of DRC and bio-chars investigated by temperatures (calculated according to [72][73][74] respectively), Table S3: Composition of gaseous products obtained at different temperature, Table S4: Products Distribution via different flow gas rates, Table S5: Products Distribution via different flow retention time, Table S6: Products Distribution via different volume of condensers, Table S7: Physical chemical characteristics of the bio-oils obtained from DRC pyrolysis temperature at 5 intervals (400-800 • C, 50 and 80 mL•min −1 for inner and outer tubes, retention time of 0.5 h, volumes of condensers with 210 + 210 cm 3 ), Table S8: Physical chemical characteristics of the bio-oils obtained from DRC pyrolysis at 5 flow gas rates (30 + 40 − 70 + 120 mL•min −1 , 50 plus 80 mL•min −1 for inner and outer tubes, retention time of 0.5 h, volumes of condensers with 210 + 210 cm 3 ), Table S9: Physical chemical characteristics of the bio-oils obtained from DRC pyrolysis at 5 retention times (0-2 h with step of 0.5 h, pyrolysis temperature at 600 • C, 50 plus 80 mL•min −1 for inner and outer tubes, respectively, retention time at 0.5 h, volumes of condensers with 210 + 210 cm 3 ), Table S10: Physical chemical characteristics of the bio-oils obtained from DRC pyrolysis at 3 tandem condensers (15 + 15) − (210 + 210) cm 3 , pyrolysis temperature at 600 • C, retention time of 0.5 h, 50 plus 80 mL•min −1 for inner and outer tubes, respectively, Table S11: The relative content of compounds in the bio-oil under 5 pyrolysis temperatures.

Figure 2 .
Figure 2. Van Krevelen diagram of DRC and chars investigated by different temperatures.

Figure 2 .
Figure 2. Van Krevelen diagram of DRC and chars investigated by different temperatures.

Figure 3 .
Figure 3. Gaseous product composition at different temperatures.

Figure 3 .
Figure 3. Gaseous product composition at different temperatures.

Figure 6 .
Figure 6.Qualitatively identify the composition of bio-oils under optimized parameters.

Author
Contributions: Y.W.: Conceptualization, Methodology, Validation, Formal analysis, Resources, Data curation, Software, Writing Original Manuscript, Visualization.Y.Z.: Software, Visualization, Analysis.C.H.: Conceptualization, Methodology, Writing-reviewing & editing, Supervision, Project administration, Funding acquisition.All authors have read and agreed to the published version of the manuscript.Funding: This work was financially supported by the National Key R&D Program of China (2018YFB1501404, Ministry of Science and Technology of the People's Republic of China).

Table 1 .
Main characteristics of DRC.
a VM represents Volatile matter; b FC stands for Fixed carbon; c calculated by difference; d HHV refers to a higher heating value.

Table 2 .
Characteristic of the pyrolysis bio-oil, bio-diesel, and petroleum diesel.
a calculated by difference.