Next Materials xxx (xxxx) xxx Contents lists available at ScienceDirect Next Materials journal homepage: www.sciencedirect.com/journal/next-materials Canola oil transesterification for biodiesel production using potassium and strontium supported on calcium oxide catalysts synthesized from oyster shell residues M.A. Hernández-Martínez a, J.A. Rodriguez a, G. Chavez-Esquivel b, D. Ángeles-Beltrán b, J.A. Tavizón-Pozos c, * a Área Académica de Química, Universidad Autónoma del Estado de Hidalgo, Carr Pachuca-Tulancingo km. 4.5, Colonia Carboneras, Mineral de la Reforma, Hidalgo 42184, Mexico b Departamento de Ciencias Básicas, Universidad Autónoma Metropolitana Azcapotzalco, Av. San Pablo 180, Col. Reynosa Tamaulipas, Azcapotzalco, Ciudad de México 02200, Mexico c Investigadoras e Investigadores por México del CONAHCYT, Área Académica de Química, Universidad Autónoma del Estado de Hidalgo, Carr Pachuca-Tulancingo km. 4.5, Colonia Carboneras, Mineral de la Reforma, Hidalgo 42184, Mexico A R T I C L E I N F O A B S T R A C T Keywords: Biodiesel Calcium Carbonate Box-Behnken Strontium Potassium Oyster shells This work studied the effect of K precursor comparing KNO3 and KHCO3 and the combination with SrO, sup­ ported on CaO from oyster shell and limestone (1:1 mass ratio) for transesterification canola oil to produce biodiesel. The loading of Sr and K were 9 wt% and were calcined at 800 ◦ C. The catalytic transesterification evaluations were conducted at 60 ◦ C, methanol/oil of 10, 8 wt% of the catalyst for 1 h, where SrK/CaO catalysts presented biodiesel yields above 80 %. Moreover, the Box-Behnken response surface design was used with re­ action time, methanol-to-oil ratio, and temperature as factors using SrKH/CaO catalyst. In comparison to using KNO3, the KHCO3 increase the concentration of CaO. However, basicity and biodiesel yield were the same regardless of the K precursor. Incorporating K into Sr/CaO increased the particle size, the basicity, and the biodiesel yield. Furthermore, the design of experiments successfully showed an optimum methanol-to-oil ratio of 15, 46 ◦ C, and 3 h. Nonetheless, the SrK/CaO catalysts presented a reusability of only two cycles. The incor­ poration of Sr and K did not avoid the lixiviation of the active sites, but they may retard this process the catalyst may be more active at low reaction times. 1. Introduction In recent years, biodiesel has attracted attention due to the growing need to decrease petroleum dependence and have sustainable, clean, efficient, and renewable fuels with low sulfur content and aromatics. Particularly, first-generation biodiesel is economical, biodegradable, accessible, non-toxic, and easy to produce [1,2]. According to the In­ ternational Energy Agency, in 2020, biodiesel world production decreased by 4 % due to the COVID-19 pandemic. Still, in 2021 and 2022, biodiesel world production recovered to a growth rate of 9 %, producing 19.2 billion liters per year, with the European Union as the leading producer, followed by the USA and Indonesia [3]. Biodiesel mainly contains fatty acid methyl esters (FAME) produced throughout the transesterification reaction in presence of an alkali catalyst such as NaOH or KOH and mild conditions such as 60 ◦ C and atmospheric pressure [4]. The reaction performance is sensitive to temperature, methanol-to-oil ratio, and the presence of free fatty acids (FFA) and water. Homogeneous catalysts are highly active, cheap, cor­ rosive, and toxic. Also, they are difficult to recover and need water to wash them out; e.g., biodiesel production from soybean oil requires 0.31 gallons of water per gallon of biodiesel [5,6]. In this sense, heteroge­ neous catalysts had appeared as a solution to reduce FFA and water sensibility and consumption, avoid saponification side reactions, reuse catalysts in several cycles, be economically feasible, and reduce or eliminate their toxicity. Alkaline earth metals oxides are promising for catalysts in transesterification reactions. CaO is the most studied mate­ rial due to its high basic sites, non-toxicity, low solubility in methanol, and simplicity in fabrication using inexpensive materials such as * Corresponding author. E-mail address: [email protected] (J.A. Tavizón-Pozos). https://doi.org/10.1016/j.nxmate.2023.100033 Received 30 March 2023; Received in revised form 17 August 2023; Accepted 22 August 2023 2949-8228/© 2023 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). Please cite this article as: M.A. Hernández-Martínez et al., Next Materials, https://doi.org/10.1016/j.nxmate.2023.100033 M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx limestone and calcium carbonate [7–9]. It has been accepted that the active sites on the surface are M2+ and O2- ion pairs which work as Lewis acid sites and Bronsted basic sites, respectively [10–13]. These sites are closely related to the calcination temperature since it determines the coordination defects and the Miller index of the crystals [14]. These sites are fundamental to the activation of methanol, i.e., methanolysis, and interactions between the carboxylic groups or double bonds of the tri­ glycerides [15–17]. CaO can be obtained from natural sources such as eggshells, seashells, or limestones, and its calcination temperature of CaO is usually ≥ 700 ◦ C depending on the catalytic system synthesis [18–21]. Seashells of bivalves and crustaceans are usually considered waste, even though CaCO3 is one of the most exploited resources glob­ ally. In this sense, reusing and generating value-added products from seashell waste can support the sustainability of already established processes [22]. Remarkably, oyster shells mainly comprise CaCO3, which can be transformed into CaO at 700 ◦ C. This material is consid­ ered seafood restaurant waste and is produced in hundreds of thousands of tons worldwide. Even if the oyster shells are used as fertilizer or reused in oyster farms, tons are still disposed of or grounded. Therefore, it is a cheap, accessible, and sustainable material that can be used as catalysts [21,23,24]. As several authors have reported, the basic strength and the number of sites of CaO can be enhanced if combined with an alkaline metal or alkaline earth oxide [25–30]. D’Cruz et al. compared alkaline earth oxides promoted with Li, Na, and K in the transesterification of canola oil [31]. The CO2-TPD results showed that CO2 desorbs at higher tem­ peratures when an alkali metal is in the MgO, CaO, or BaO support. In another study, incorporating K into CaO showed that the alkaline metal reduces the leaching of the active species [25]. This effect was confirmed by Olvera et al., which reported that K reduces the lixiviation compared to Li supported on CaO. However, Li/CaO is a more basic and active catalyst than K/CaO [17]. On the other hand, SrO has proven to be an efficient and active material since it presents more basic strength and active site density than Mg and CaO, making it selective to transesterification reactions [11]. Also, its lixiviation is minimum and non-toxic compared to BaO [32]. This means it could be reused several times, losing only 2–3 % of its activity [33]. SrO could be combined with CaO to increase the ba­ sicity and catalytic activity. Li et al. found that through an improved co-precipitation method developed by them, SrO/CaO catalysts (Sr/Ca molar ratio of 0.5 and calcined at 900 ◦ C) reached a 98 % of conversion of palm oil at 60 ◦ C, methanol to oil ratio of 9 and 30 min [34]. The activity was attributed to forming of a SrxCa1− xO imperfect crystal which enhanced the basicity. In another study, SrO and CaO were combined by impregnating Sr(NO3)2 on CaO and calcined at 800 ◦ C for 5 h. The catalyst was evaluated in the jatropha oil transesterification and showed 98 % biodiesel yield at 65 ◦ C with a methanol-to-oil ratio of 10 for 30 min in an ultrasonic-assisted reactor. Recently, SrO has also been incorporated into eggshell CaO catalysts to convert jatropha oil [35]. This study reported that 7 mmol⋅g-1 of SrO increased the basicity of the eggshells 2.16-fold, reaching a biodiesel yield of 88 %. However, by using a Box-Behnken surface method, it was possible to achieve a 99 % of biodiesel yield and keep it higher than 80 % yield for three cycles. Moreover, they concluded that at low SrO loadings (1–7 mmol⋅g-1) the particles are well dispersed, and there are more labile sites. In contrast with high SrO (10 mmol⋅g-1) it could lead to aggregation of the particles not taking advantage of them. Also, the incorporation of SrO onto CaO, changed the texture and size of the particles, causing a decrease on the surface area of the catalysts. On this basis, this work studied support made by oyster shells and limestone promoted with K and Sr to increase the basicity of the catalytic system. Moreover, this work compares the effect of the potassium pre­ cursor on the basic character and reusability performance. Also, the BoxBehnken experiment design was used to find the optimal reaction conditions. 2. Experimental 2.1. Materials The reagents used in this work were limestone and oyster shells, methanol (CH3OH, > 99 %, Avator-J.T. Baker), strontium nitrate (Sr (NO3)2, > 99 %, Merck Sigma-Aldrich), potassium bicarbonate (KHCO3, > 99.7 %, Merck Sigma-Aldrich), potassium nitrate (KNO3, > 99 %, Meyer), benzene (C6H6, anhydrous, 99.8 %, Merck Sigma-Aldrich), benzoic acid (C6H5COOH, > 99.5 %, Merck Sigma-Aldrich), sodium hydroxide (NaOH, >98 %, Merck Sigma-Aldrich), n-hexane (CH3(CH2) 4CH3, 95 %, Merck Sigma-Aldrich), ethyl ether ((C2H5)2O, anhydrous 95–100 %, Meyer), formic acid (HCO2H, 88 %, Avator- J.T. Baker) commercial canola oil and waste cooking oil from local market and restaurant, TLC aluminum sheets silica gel 60 matrix W F254 s (Merck Sigma-Aldrich). 2.2. Catalysts synthesis Novel CaO support was synthesized from oyster shells and limestone from a local restaurant and construction store. Oyster shells were washed with water, crushed with a hammer into a fine powder, and calcined at 800 ◦ C for 4 h with a 6 ◦ C/min heating ramp. Then, the oyster shell powder was combined with lime in a 1:1 mass proportion (Fig. S1). The solid was mixed with methanol (J. T. Baker) at 60 ◦ C with constant agitation for 30 min. After this, the support was dried at 60 ◦ C overnight. The resulting solid was calcined at 800 ◦ C for 4 h. Sr(NO3)2 (SigmaAldrich, > 99 %) was used as Sr precursor. In contrast, K was added using two different precursors, KHCO3 (Sigma-Aldrich, > 99 %) and KNO3 (Meyer, 99 %), setting two catalyst series denoted SrKH for bi­ carbonate and SrKN for nitrate. K and Sr were impregnated with a metal loading of 9 wt% each (Fig. S2). CaO support was added into methanol at 60 ◦ C with constant agitation. Then, the proper amount of K and Sr precursors were added to the mixture and kept in agitation for 30 min. Afterward, the catalysts were dried at 60 ◦ C overnight and calcined at 800 ◦ C for 4 h with a heating ramp of 6 ◦ C⋅min-1. 2.3. Catalysts characterization The thermogravimetric and differential thermal analysis (TGA-DTA) was performed on TA Instruments Q600 equipment. The materials were placed in an inert atmosphere of N2 and were heated at 10 ◦ C/min from room temperature to 800 ◦ C. Crystal phases were determined by X-ray diffraction (DRX), carried out in a Bruker AXS diffractometer D8 using CuKα radiation. The X-ray diffraction pattern was acquired by scanning from 4◦ to 70◦ with a 0.019◦ step s-1. The spectra were compared with previously cited crystallographic tables. The Hammett indicator method measured the catalyst’s strength and basicity [36]. The indicators employed were bromothymol blue (H_=7.2), phenolphthalein (H_=9.3), and alizarin yellow (H_=11). 10 mg of solid material were dried at 100 ◦ C for 12 h. Then, 2 ml of indicator (1 w/v% in benzene) was added and macerated for 2 h. The color change was registered. For the basic sites, 12.5 mg of catalysts were dried at 100 ◦ C for 12 h and added to 25 ml of a 0.5 N benzoic acid in benzene solution. The mixture was shaken for 30 min and macerated for 12 h. The liquid phase was separated, and the solid was washed with 5 ml of benzene. The separated liquid phase and the wash benzene were mixed with a 0.2 N solution of NaOH in methanol using bromothymol blue as the indicator. FT-IR spectra of the calcined catalysts were carried out as KBr pellets in the wavenumber region of 500 – 4000 cm-1 on a Perkin-Elmer GX59750 apparatus with 4 cm-1 resolution. Scanning Electron Microscopy and Energy Dispersive X-ray Spectroscopy (SEM-EDS) were used to monitor the metal disper­ sion and the elemental composition on the calcined catalyst surfaces. JSM-7800F Ultra-High Resolution Scanning Electron Microscope equipment was used with backscattered (COMPO), secondary electrons (LED), 2000 and 5000x of magnification; the work distance range was 2 M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx 8.5 and 11.5 mm, and with compositional characteristics obtained using EDS NORAN. filtered and washed with n-hexane to remove the non-polar compounds. Then, methanol was used to wash the glycerin out of the material. Then, the catalysts were dried at 120 ◦ C and reused. 2.4. Catalysts evaluation 3. Results The transesterification reactions were carried out with methanol and commercial canola oil (887 g•mol-1 according to [37]) purchased in a local market and own waste canola oil synthesized from frying food several times. The batch reactor system comprises a 50 ml flat-bottom round flask, a reflux condenser, a magnetic bar agitator, and a heating-stirrer system. First, 0.66 g of the calcined catalysts were dried at 120 ◦ C for 12 h and added to methanol under vigorous agitation (> 600 rpm) for 5 min at 60 ◦ C. Then, 7 g of canola oil was poured into the catalysts-methanol mixture. The catalysts loading was 8 wt% to oil to ensure the number of active sites (Fig. S3), the methanol to oil molar ratio was changed to 10:1, 12.5:1, and 15:1, and the reaction tempera­ tures were 40, 50, and 60 ◦ C; the reaction time was 1, 2, and 3 h. After the reaction, the products were centrifugated at 2000 rpm for 10 min to separate the liquid phases from the solid. The liquid phases were introduced in a separatory funnel and let separately by gravity. The lower phase was separated, and the upper phase was mixed with 5 ml of n-hexane (J. T. Baker) and 2 ml of deionized water to wash out the remaining glycerol from the methyl esters produced. The n-hexane was evaporated at 60 ◦ C, whereas the aqueous phase was discarded. The biodiesel yield was calculated using Eq. (1). Biodiesel Yield (%) = mass of biodiesel generated (g)x100 mass of crude oil (g) 3.1. Characterization 3.1.1. Thermogravimetric analysis The TGA-DTA of the oyster shell alone and CaO support (limestone + oyster shell) is presented in Fig. 1. The oyster shell was composed of CaCO3 since its principal loss of weight (35 %) happened at 760 ◦ C [23]. The CaO support was composed of a mix of Ca(OH)2 and CaCO3 due to the presence of the limestone. Two primary weight losses were observed at 420 and 700 ◦ C, corre­ sponding to the transformation of the hydroxide (10 %) and carbonate into CaO (25 %) [40]. The TGA-DTA results of the Sr and K-supported catalysts are presented in Fig. 2. SrO/CaO showed three weight losses at 420 (8 %), 600 (30 %), and 850 ◦ C (37 %), whereas KN/CaO at 410 (5 %), 670 (20 %), and 850 ◦ C (44 %). The first signal was attributed to the decomposition of Ca(OH)2 to generate CaO. Then, Sr(NO3)2 and KNO3 decomposed between 600 and 700 ◦ C, and the last weight loss was the generation of CaO from carbonate species [27,41,42]. Notably, KN/CaO showed that nitrate species and CaCO3 decompose almost at the same time. The KH/CaO catalyst had a different decomposition process. First, the weight loss at 190 ◦ C (4 %) was due to the degradation of KHCO3 into K2O [43]. The second and the third signals at 420 (10 %) and 700 ◦ C (25 %) were the formations of CaO from the hydroxide and carbonate species, respec­ tively. The TGA-DTA results of the bimetallic-supported catalysts are exhibited in Fig. 3. SrKN/CaO catalyst presented five main decomposition signals located at 400 (7 %), 500 (10 %), 600 (25 %), 740 (33 %), and 890 ◦ C (37 %). The first weight loss was assigned to the formation of CaO from the calcium hydroxide, followed by the decomposition of both nitrates deposited salts. Sr(NO3)2 and KNO3 transformed into SrO and K2O together. The last two weight losses were attributed to the remaining nitrates that strongly interact with calcium carbonate’s support and the transformation of the CaCO3. However, considering the results of Sr/ CaO and KN/CaO, it is possible that a superficial strontium nitrate fraction could be decomposed before potassium nitrate on SrKN/CaO. SrKH/CaO catalyst showed five weight loss signals at 60 (7 %), 380 (12 %), 560 ◦ C (23 %), 670 ◦ C (32 %), and 890 ◦ C (40 %). The initial weight loss could be due to the decomposition of KHCO3, and the second one to the Ca(OH)2. The interactions between potassium, strontium, and cal­ cium could lead to a slight exothermic weight gain just before the second weight loss. Hence, it could indicate a lattice rearrangement in a metallic complex. In this sense, it is possible that Sr(NO3)2 decomposition slightly shifted to lower temperatures compared to SrKN/CaO catalyst (600 → 560 ◦ C). Then, the fourth weight loss seems to be a combination of strontium and calcium carbonate transformation, whereas the last signal was only attributed to calcium carbonate. The calcium carbonate did not fully transform into CaO at the set calcination temperature in both catalysts. (1) Thin layer chromatography was achieved to confirm the presence of biodiesel using 5 × 7 cm slabs of aluminum plate silica gel 60 W F254s sheets (Sigma-Aldrich). The slabs were visualized with iodine spheres. The developing solvent mixture comprised n-hexane, ethyl ether (Meyer, 99 %), and formic acid (JT Baker, 88 %) in a 90:10:0.1 volu­ metric ratio. The canola oil reference and the reaction products were spotted at the slab bottom and placed in the chamber with the solvent. 2.5. Optimization of the production of biodiesel The production of biodiesel was optimized by regular Box-Behnken surface design. The three selected variables were temperature, methanol-to-oil molar ratio, and reaction time, whereas the biodiesel yield was the response. The factors were chosen based on the available literature and previous studies in our investigation group [35,38,39]. The analysis of the experimental data was carried out by Minitab 18 software. Once the design of the experiment was performed, a full quadratic model was formulated, as shown in Eq. (2). ∑3 ∑3 ∑2 ∑3 Y = β0 + β xi + β x2 + β xij (2) i=1 i i=1 ii i i=1 i+1 ij Y= surface response of the biodiesel. Xi, Xij= the variables. β0 = the constant term. βi, βii, βij = the coefficients of the linear parameters. The coded and uncoded variables are shown in Table 1. The reusability of the catalyst was performed at the theoretical optimal conditions obtained by Box-Behnken surface design, as Section 2.4 methodology describes. After the first reaction, the catalysts were 3.1.2. X-ray diffraction The X-ray diffractograms of the 800 ◦ C powders calcined catalysts are presented in Fig. 4. The CaO support showed peaks of Ca(OH)2 hexagonal phase located at 18.03◦ (001), 28.69◦ (100), 34.09◦ (101), 47.09◦ (102), 50.82◦ (110), 54.36◦ (111), 62.62◦ (201) accordingly to PDF 44-1481 card [44,45]. This indicated that all the CaCO3 was decomposed at the set calcination temperature. However, this material was highly hygroscopic since the only appreciable phases were calcium hydroxide due to the air moisture exposure. When potassium is added to the material, CaO cubic phase diffraction peaks appeared at 32◦ (111), 37.35◦ (200), and 53.86◦ (220) Table 1 Levels and experimental range of the chosen independent variables for BoxBehnken design of experiments. Variables Level and range Time (h) Met/oil molar ratio Temperature (◦ C) -1 1 10 40 0 2 12.5 50 +1 3 15 60 Coded variables Uncoded variables 3 M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx Fig. 1. TGA-DTA of the oyster shell alone and the CaO support pretreated with methanol and dried at 60 ◦ C. Fig. 2. TGA-DTA of the Sr/CaO, KN/CaO, and KH/CaO catalysts dried at 60 ◦ C. (PDF 04-0777). These peaks appeared no matter the potassium precur­ sor. The only difference is that when KHCO3 was used, the CaO phase increased its concentration and crystal size. Hence, this precursor improved the formation of CaO, whereas the KNO3 did it to a minor degree. Moreover, the presence of K increased the stability of CaO, decreasing the appearance of Ca(OH)2 [17]. The Sr/CaO calcined catalyst showed diffraction peaks correspond­ ing to Ca(OH)2 and CaO. This catalyst also showed an orthorhombic SrCO3 phase (PDF 05–0418) with peaks located at 25.16◦ (111), 25.8◦ (021), 36.5◦ (130), and 44.08◦ (221). This phase could be formed during the oxidation of the Sr(NO3)2 and strong interactions with the carbonate species. This result concurs with the TGA-DTA analysis, which showed that above 800 ◦ C, carbonate species are still present in the lattice. The SrK/CaO catalysts showed the presence of CaO and Ca(OH)2 diffraction peaks similar to KH/CaO and KN/CaO catalysts. As these materials, the one impregnated with KHCO3 promoted the formation of CaO in com­ parison to the one impregnated with KNO3. Additionally, these catalysts showed the presence of K2Sr(CO3)2 hexagonal phase (PDF 31–1090) with peaks located at 13.02◦ (002), 23.2◦ (102), 27.6◦ (103), 32.7◦ (104), 33.6◦ (103), 39.79◦ (006), and 41.31◦ (202). This phase was formed during the calcination as TGA-DTA results proposed. 3.1.3. Fourier transform infrared spectroscopy The FTIR spectra of the calcined catalysts are presented in Fig. 5. All materials showed bands relative to the Ca(OH)2, CaCO3, and CaO pha­ ses. The sharp band at 3642 cm-1 and the wide band between 3000 and 3500 cm-1 are related to the stretching mode of -OH groups from the Ca (OH)2 generated from the air’s moisture and the hygroscopic character of the CaO support [46,47]. The bands located at 1447 and 874 cm-1 were assigned to the – O, and the vibrations (ν3) from adsorbed at­ asymmetric stretch of C– mospheric CO2 of carbonate ions on the basic sites, respectively [47–49]. The absence of asymmetric and symmetric stretching modes of – O (1500 – 2900 cm-1) confirms that most calcium carbonates were C– oxidated during calcination [50]. Nonetheless, the KN and KH/CaO might still present CaCO3 species. Moreover, as XRD results showed, the calcination at 800 ◦ C led to the formation of the K2Sr(CO3)2 phase on the SrK/CaO catalysts. 4 M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx Fig. 3. TGA-DTA of the SrKN/CaO, SrKH/CaO catalysts dried at 60 ◦ C. Fig. 4. XRD profiles of the synthesized catalyst calcinated at 800 ◦ C. 3.1.4. Hammett indicators The basic strength and total sites of the prepared catalysts are pre­ sented in Table 2. The CaO support showed an alkali character between 7.6 and 10 of Hammett’s indicators. The basicity results show that when Sr was incorporated into CaO support, the basicity slightly decreased as well as the basic sites. How­ ever, when Sr and K are together on the support, the basicity increases more than the support alone. SrKN/CaO presented 1.5 times more basic sites than the support, whereas SrKH/CaO was 2.6 times more. This is due to the decomposition of the supported precursor salts and the ionic arrangement in the lattice [25]. As KHCO3 oxidizes at lower tempera­ tures than KNO3 or Sr(NO3)2, K ions might introduce CaO, promoting the basicity of lattice oxygen. Table 2 Basic strength and total sites of the CaO support, Sr/CaO, SrKH/CaO, and SrKN/ CaO calcined at 800 ◦ C. Fig. 5. FTIR spectra of the Sr and K supported on CaO catalysts calcined at 800 ◦ C. 5 Catalysts Basicity Total basic sites (meq⋅g-1 cat) CaO KN/CaO KH/CaO Sr/CaO SrKN/CaO SrKH/CaO 9.3< H_<11 10.7< H_<11 10.7< H_<11 7.2< H_<9.3 11< H_ 11< H_ 4.07 ± 0.4 4.66 ± 0.4 5.41 ± 0.5 2.24 ± 0.2 6.01 ± 0.6 10.59 ± 1 M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx 3.1.5. Scanning electron microscopy Fig. 6 shows the scanning electron microscopy (SEM) with the configuration of secondary electrons (LED) and backscattered electrons (COMPO) of the microstructure of the catalysts CaO, KN/CaO, KH/CaO, Sr/CaO, SrKN/CaO, and SrKH/CaO. The micrographs showed that all catalysts presented characteristic rock-like agglomerates with various sizes and irregular shapes [41,51–53]. The potassium salt precursor affected the average particle size for the KN/CaO (b1-b2) and KH/CaO catalysts (c1-c2). The average particle size of the KN/CaO catalyst was 2.29 µm, whereas that of the KH/CaO catalyst was 1.04 µm. The change in particle size could be related to the transformation process during calcination since KHCO3 decomposes at lower temperatures than KNO3, as indicated by TGA. The Sr/CaO (d1d2) showed a small average particle size of < 1 µm providing a rough surface shape. The SrKN/CaO (e1-e2) and SrKH/CaO (f1-f2) catalysts showed small, irregularly shaped particle agglomerations. These two catalysts presented a growth in the particle size since it was approxi­ mately 4 µm of average length. Hence, the combination of Sr and K leads to bigger particles than Sr and K alone. The EDS results (a3-f3) indicated the presence of carbon from the remaining carbonates species and possibly strongly adsorbed CO2 from the contact with air. However, the SrKN/CaO and SrKH/CaO catalysts exhibited a high carbon concentra­ tion, possibly due to the K2Sr(CO3)2 phase formation, as shown by the XRD and TGA results. seems more hygroscopic than KH/CaO. In this sense, there are slightly more basic sites when using KHCO3. However, the basic strength was practically the same in both catalysts. Thus, both catalysts showed similar performance. Therefore, despite the observed changes in the characterization results, there was no significant difference in biodiesel yield. It was observed that strontium nitrate decreased the transformation temperature when combined with potassium salt. However, no matter the precursor, both catalysts generated the K2Sr(CO3)2 phase, which was stable at 800 ◦ C [56]. Since KHCO3 decomposed at a lower temperature, Sr(NO3)2 decreased its interaction with the support. This resulted in an increment of CaO and a small amount of K2Sr(CO3)2. In contrast, KNO3 and Sr(NO3)2 decomposed almost simultaneously, and their interaction was stronger, increasing the K2Sr(CO3)2 phase. The SEM results showed that combining K and Sr caused the particle size to increase with respect to Sr/CaO and K/CaO catalysts, i.e., the interactions between K and Sr cause agglomerates of the particles regardless of the precursor. The structural changes affected the basic character of the catalysts. Since the ionic radii of K+, and Sr2+ are 152 and 132 pm, respectively, they can be introduced in the calcium oxide, hydroxide, or carbonate lattice [17,25]. According to the literature, the changes in the basicity are related to the ionic distances M-O. Hence, more considerable dis­ tances lead to higher basicity [57,58]. In this sense, in Sr/CaO, the introduction of Sr in the CaO lattice decreased the ionic lengths. This led to more Lewis acid sites provided by exposed M2+ sites. In the bimetallic catalysts, the ionic distances increased as K and Sr were together with Ca. Nonetheless, as K was introduced first in the lattice when KHCO3 was used, Sr could not decrease the ionic length, and the basic character was augmented. On the other hand, the nitrates simultaneous decomposition provoked the well-dispersed Sr could decrease the ionic length and the basic sites. 3.2. Catalytic evaluation 3.2.1. Effect of Sr and K precursor Fig. 7 shows the results of the catalytic evaluation of the canola oil transesterification reaction using CaO, KN/CaO, KH/CaO, Sr/CaO, SrKN/CaO, and SrKH/CaO catalysts. The CaO support composed of oyster shells and limestone yielded 33 % after one hour of reaction. Sr/CaO showed an increment in the bio­ diesel yield reaching 73 %, even with its slightly more acidic character. As the Brønsted basic sites carried out the methanolysis, the Lewis acid sites absorbed the triglycerides and FFA [54]. Under this supposition, it is quite likely that on Sr/CaO proceeded a Langmuir-Hinshelwood mechanism which consists of five steps: methanol adsorption, triglyc­ eride adsorption on an acid site, the reaction between them, desorption of diglyceride and desorption of biodiesel [17,54,55]. The KN/CaO and KH/CaO presented similar biodiesel yields (75 %) due to their high al­ kali character provided by K than CaO alone. Due to their strong alkali character, both SrK/CaO catalysts exhibited higher yields than mono­ metallic ones, reaching 80 % of biodiesel yield. Hence, the distinct K precursor, alone or combined with Sr, did not present significant dif­ ferences in the biodiesel yield. SrK/CaO catalysts were tested on the wasted canola oil trans­ esterification reaction presented in Table 3. Both catalysts were active for the wasted canola oil with a biodiesel yield above 70 %. Nonetheless, the biodiesel yield was lower than that of fresh canola oil. As with the fresh canola oil, the potassium carbonateimpregnated catalyst was slightly higher than the potassium nitrate catalyst. The activity decreased due to the higher FFA concentration in the wasted oil. Hence, these catalysts can be used on wasted cooking oils with acceptable biodiesel yields. According to TGA-DTA results, the KH/CaO catalyst decomposes the potassium salt and calcium carbonate before 800 ◦ C. In contrast, the nitrate-impregnated catalysts still have CaCO3 species at this tempera­ ture. Potassium bicarbonate decomposed at low temperatures and did not interfere in the CaO generation process since the carbonate species were decomposed at the same temperature as the support alone. In contrast, nitrate salts are highly stable compounds that need more en­ ergy to decompose. Moreover, it seems that KNO3 species strongly interact with the support delaying the decomposition of carbonate species. Hence, XRD and SEM results confirmed more CaO crystals and larger particle sizes in KH/CaO than in KN/CaO. Moreover, KN/CaO 3.2.2. Optimization of transesterification of fresh canola oil with SrKH/ CaO SrKH/CaO catalyst was selected to optimize the reaction system due to its more economical potassium precursor, high basic character, number of active sites, and biodiesel yield. A Box-Behnken design was used to optimize the time, methanol-to-oil molar ratio, and temperature of the transesterification of canola oil. The values of the biodiesel yield and the coded and uncoded variables are presented in Table 4. The quadratic equation that describes the relationship between the biodiesel yield (response) and the independent variables (time A, methanol/oil B, temperature C) is presented in Eq. (3). Yield (%) = 89.17 + 0.18A + 1.17B + 1.01C − 0.43A2 − 0.45B2 − 2.53C2 + 4.27AB − 4.16AC + 1.03BC (3) According to the statistical analysis of the experimental and theo­ retical data, the Student-t-test of two-tailed paired data with 95 % confidence presented a texp value of 0.001 < tcritical 2.144. In this sense, the results do not show significant differences. Fig. 8 shows the BoxBehnken surface and contour plots of the effect of the time (A) and methanol-to-oil molar ratio (B) at 50 ◦ C. It is possible to observe that the biodiesel yield may achieve two maximums (≥ 90 %) and two minimums (≤ 85 %) in a chair-like response surface plot when the temperature is set at 50 ◦ C. Hence, the predicted maximums were located at 3 h and a methanol/oil=15, and for 1 h, methanol/oil=10. The minimums were at 3 h and methanol/ oil=10, and 1 h and methanol/oil=15. Fig. 9 exhibits the relationship between temperature (C) and the methanol-to-oil molar ratio (B) for 2 h. This response surface design showed one maximum biodiesel yield in a broad zone from 46◦ to 55◦ C and a methanol-to-oil ratio of 12.5–15. The minimum biodiesel yield is predicted at 40 ◦ C and 1 h. At this point in the reaction, when the temperature is lower than 46 ◦ C w methanol/ 6 M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx Fig. 6. SEM micrographs at 2000, and 5000x of magnification and EDS for the (a1-a3) CaO, (b1-b3) KN/CaO, (c1-c3) KH/CaO, (d1-d3) Sr/CaO, (e1-e3) SrKN/CaO and (f1-f3) SrKH/CaO catalyst. 7 M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx The relationship between the temperature and time at a constant methanol-to-oil molar ratio showed a minimum at 40 ◦ C and 1 h since there is insufficient energy and time to reach yields higher than 85 %. The maximum was from 54 ◦ C to 60 ◦ C for 1–1.5 h. However, the bio­ diesel yield decreased from 90 % to 83 % as time passed. Optimizing at 50 ◦ C and varying the methanol-to-oil ratio and time showed that the catalyst gets dispersed as the methanol concentration increases, requiring more time to reach a high yield [61]. On the other hand, when methanol concentration is low, it is more probable that both reagents get the active sites and the yield increases. However, as the methanol consumption and the product concentration increases, the reversible reaction can occur in prolonged reaction times, decreasing the biodiesel yield [62]. Also, it has been proposed that the emulsification of methanol with biodiesel and glycerol could happen [41]. When the temperature and methanol-to-oil ratio change and the time is set for 2 h, the energy plays an important role. Between 46 and 55 ◦ C, the methanol has adequate energy to get onto the active sites. At lower temperatures, there is a lack of energy, and over 55 ◦ C, the mass transfer limitations of the gas-liquid phase of methanol hinder the reaction yield. However, there is enough energy to react quickly and keep the yield above 85 %. At this temperature range, the methanol-to-oil ratio should be higher than 12.5 to have yields near 90 % because as more methanol is in the reaction system, the equilibrium is shifted to products. The reverse transesterification reaction took place at long reaction times. Temper­ ature and time at a fixed methanol-to-oil ratio showed high biodiesel yields at short intervals, and subsequent decrease could be attributed to the quickly reached equilibrium. Moreover, it is also possible that the hydrolysis of FAME to FFA could happen [62,63]. It was considered that the lixiviation of the active sites would affect the biodiesel yield at long reaction times. The lixiviation process would free the K+, Sr2+, and Ca2+ ions, contributing homogenous to the reaction. Furthermore, the Ca matrix was unstable even with incorporating K and Sr since the surface could generate calcium methoxides and glyceroxides. However, it oc­ curs at slower rates than CaO alone [64]. Hence, the reaction yield may decrease or keep constant in a certain yield. On this basis, it could be necessary to study the biodiesel yield at short times to have a clearer reaction following. The Box-Behnken modeling predicted that at theoretical optimal conditions, a methanol-to-oil ratio of 15, at 46 ◦ C for 3 h, a 94 % of biodiesel yield could be reached. In this sense, the obtained average experimental biodiesel yield achieved to verify the model was 91 ± 3.6 %. Therefore, the model can satisfactorily predict the performance of this set catalytic system. The physicochemical properties of the biodiesel obtained from canola oil at the determined optimal conditions are exposed in Table 5. The acid number of the biodiesel was adequate, as the ASTM and European standards indicate, whereas the saponification number was lower than the fresh canola oil. Biodiesel density (0.878 g•cm-3) decreased compared to canola oil and was between the American and European standards and it. The viscosity was 5.45 mm2•s-1 which is slightly higher for the EN14214 required parameters; nonetheless, it is between the range mentioned by the ASTM regulation. Generally, the biodiesel quality is acceptable according to the standards and could be used in engines. Fig. 7. Catalytic transesterification of canola oil at 60 ◦ C, methanol/oil=10, 8 wt% of the synthesized catalyst for 1 h. Table 3 Comparison of the catalytic transesterification of fresh and wasted canola oil at 60 ◦ C, methanol/oil=10, 8 wt% of the synthesized catalyst for 1 h. Fresh canola oil Catalyst Wasted canola oil Biodiesel yield (%) SrKN/CaO SrKH/CaO 79.76 ± 3.1 80.67 ± 3.2 74.07 ± 2.6 78.21 ± 1.2 Table 4 Box-Behnken response surface design of the variables and results of the trans­ esterification of canola oil over SrKH/CaO. Run 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Time (h) Met/oil Temperature (◦ C) 1 (− 1) 3 (1) 1 (− 1) 3 (1) 1 (− 1) 3 (1) 1 (− 1) 3 (1) 2 (0) 2 (0) 2 (0) 2 (0) 2 (0) 2 (0) 2 (0) 10 (− 1) 10 (− 1) 15 (1) 15 (1) 12.5 (0) 12.5 (0) 12.5 (0) 12.5 (0) 10 (− 1) 15 (1) 10 (− 1) 15 (1) 12.5 (0) 12.5 (0) 12.5 (0) 50 (0) 50 (0) 50 (0) 50 (0) 40 (− 1) 40 (− 1) 60 (1) 60 (1) 40 (− 1) 40 (− 1) 60 (1) 60 (1) 50 (0) 50 (0) 50 (0) Biodiesel Yield (%) Predicted Experimental 91.21 83.03 85.01 93.91 80.86 89.54 91.20 83.24 85.04 85.32 85.00 89.40 89.17 89.17 89.17 87.56 81.74 86.30 97.57 82.41 88.74 92.00 81.68 87.14 82.47 87.85 87.31 88.89 89.46 89.16 **The coded variables are inside the parenthesis ***All experiments were carried out with a catalyst concentration of 8 wt% to oil. 3.2.3. Catalyst reusability Fig. 11 presents the reusability of the two SrK/CaO catalysts to compare the stability of the potassium precursors. It is possible to observe that the two SrK/CaO catalysts decreased their biodiesel performance by 16.5 % in the second cycle. Moreover, the third cycle presented meager biodiesel yields (< 10 %). The signif­ icant activity loss was attributed to the leaching of the active sites. During the reaction, the Ca matrix is transformed into Ca(OH)2, calcium methoxide, and calcium glyceroxide, which are significantly less alka­ line and active than CaO. Additionally, it has been proposed that each crystalline phases of CaO react at different rates with methanol and the oil= 10, there is insufficient energy to carry on the reaction. Suppose the temperature is above 55 ◦ C at any methanol-to-oil ratio. In that case, the yield slightly decreases because more methanol is a gas phase and is more difficult to get onto the active sites [59,60]. Comparing these re­ sults with those presented in Fig. 8, it is important to notice that in this case the maximum yield was lower than 90 % because it may need more time to react. Fig. 10 exhibits the relationship between temperature and time with a methanol-to-oil ratio of 12.5. 8 M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx Fig. 8. Response surface (left) and contour (right) plots of the biodiesel yield as a function of methanol to oil molar ratio and time at 50 ◦ C. Fig. 9. Response surface (left) and contour (right) plots of the biodiesel yield as a function of temperature and methanol-to-oil molar ratio for 2 h. Fig. 10. Response surface (left) and contour (right) plots of the biodiesel yield as a function of temperature and time ratio with a methanol-to-oil ratio of 12.5. 9 M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx incorporation of Sr and K did not avoid the lixiviation of the active sites, but they may retard this process, these results could indicate that the catalyst may be more active at low reaction times, as shown by the response surface results of the yield as a function of temperature and time, leaving a methanol-to-oil ratio of 12.5. The produced biodiesel quality was acceptable according to the regulations. Finally, both SrKH/ CaO and SrKN/CaO did not show good stability since the activity decreased by more than 15 % at the second catalytic cycle as the cata­ lysts either leached or easily pulverized while stirring the reaction due to its low mechanical resistance. However, as these catalysts are synthe­ tized from limestone, oyster shells and accessible salts, they could be considered as sustainable materials to produce biodiesel. The deacti­ vated catalyst could be used as fertilizer since their components are innocuous to plants. Table 5 Properties of produced biodiesel at determined optimal conditions. Parameter Saponification number Acid number Density (15 ◦ C) Viscosity (40 ◦ C) Unit Biodiesel Canola oil ASTM D6751 EN 14214 mg KOH•g- 96.01 112.75 - - ≤0.5 ≤0.5 0.87–0.89 1.9–6 0.86–0.9 3.5–5 1 mg KOH•g- 0.116 0.132 g•cm-3 mm2•s-1 0.878 5.45 0.941 26.57 1 Funding The authors have no relevant financial or non-financial interests to disclose. Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. Acknowledgments The authors thank CONAHCYT for project 216 of Investigadoras e Investigadores por México-CONAHCYT program. Thanks to Dr. Dwight Roberto Acosta Najarro from IF-UNAM for his support in the SEM-EDS measurements and Dr. Israel Ibarra for assistance in Box-Behnken analysis. Tavizón-Pozos thanks Laura Aranda for her support and love. Fig. 11. Reusability of the SrK/CaO synthesized catalysts at 46 ◦ C, and a methanol-to-oil ratio of 15 for 3 h. Appendix A. Supporting information formed glycerol. In this sense, the activity loss is related to the crystal­ linity changes and loss [64,65]. Hence, the Sr and K incorporation may affect this superficial reaction rate decreasing the transformation into these mentioned phases. However, the lixiviation would not be avoided but retarded. Besides, as this behavior was similar using both precursors, it was concluded that there was no significant difference between them in the stability of the catalyst. Hence, further research must study the enhancement of these catalysts. Supplementary data associated with this article can be found in the online version at doi:10.1016/j.nxmate.2023.100033. References [1] A.H. Hirani, N. Javed, M. Asif, S.K. Basu, A. Kumar, A review on first-and secondgeneration biofuel productions, in: Biofuels Greenh. Gas Mitig. Glob. Warm., Springer, 2018, pp. 141–154. [2] S. Foteinis, E. Chatzisymeon, A. Litinas, T. Tsoutsos, Used-cooking-oil biodiesel: life cycle assessment and comparison with first- and third-generation biofuel, Renew. Energy 153 (2020) 588–600, https://doi.org/10.1016/j.renene.2020.02.022. [3] IEA, Biofuel production by country/region and fuel type, 2016–2022, (2022). 〈https://www.iea.org/data-and-statistics/charts/biofuel-production-by-countryregion-and-fuel-type-2016–2022〉 (accessed October 25, 2022). [4] M. Mofijur, S.Y.A. Siddiki, M.B.A. Shuvho, F. Djavanroodi, I.M.R. Fattah, H.C. Ong, M.A. Chowdhury, T.M.I. Mahlia, Effect of nanocatalysts on the transesterification reaction of first, second and third generation biodiesel sources-a mini-review, Chemosphere 270 (2021), 128642. [5] Q. Tu, M. Lu, Y.J. Yang, D. Scott, Water consumption estimates of the biodiesel process in the US, Clean. Technol. Environ. Policy 18 (2016) 507–516, https://doi. org/10.1007/s10098-015-1032-8. [6] S. Chozhavendhan, M. Vijay Pradhap Singh, B. Fransila, R. Praveen Kumar, G. Karthiga Devi, A review on influencing parameters of biodiesel production and purification processes, Curr. Res. Green. Sustain. Chem. 1–2 (2020) 1–6, https:// doi.org/10.1016/j.crgsc.2020.04.002. [7] M. Kouzu, J. Hidaka, Transesterification of vegetable oil into biodiesel catalyzed by CaO: a review, Fuel 93 (2012) 1–12, https://doi.org/10.1016/j.fuel.2011.09.015. [8] M. Kouzu, T. Kasuno, M. Tajika, Y. Sugimoto, S. Yamanaka, J. Hidaka, Calcium oxide as a solid base catalyst for transesterification of soybean oil and its application to biodiesel production, Fuel 87 (2008) 2798–2806, https://doi.org/ 10.1016/j.fuel.2007.10.019. [9] M. Kouzu, A. Fujimori, T. Suzuki, K. Koshi, H. Moriyasu, Industrial feasibility of powdery CaO catalyst for production of biodiesel, Fuel Process. Technol. 165 (2017) 94–101, https://doi.org/10.1016/j.fuproc.2017.05.014. [10] J.A. Tavizón-Pozos, G. Chavez-Esquivel, V.A. Suárez-Toriello, C.E. SantolallaVargas, O.A. Luévano-Rivas, O.U. Valdés-Martínez, A. Talavera-López, J. A. Rodriguez, State of art of alkaline earth metal oxides catalysts used in the 4. Conclusions It was concluded that introducing potassium or strontium modifies the decomposition process of the carbonate species of the catalyst during calcination. In particular, the potassium precursor influenced the con­ centration of remaining carbonate species in the catalyst, with the KNO3 precursor left the most, in contrast to KHCO3, which generated more CaO. Likewise, combining Sr and K formed carbonate species that did not decompose at the calcination temperature. The combination of Sr and K increases the size of the irregular agglomerates on the catalyst surface in contrast to using Sr and K alone. Besides, the potassium increased the CaO and Sr/CaO basicity regardless of the precursor giving the following order SrKH/CaO ~ SrKN/CaO > KH/CaO ~ KN/CaO > CaO >Sr/CaO. The basicity of SrKH and SrKN resulted in highly active catalysts that showed biodiesel yields above 70 % with fresh and wasted canola oil. However, although Sr/CaO showed slightly lower basicity than the other materials, it exhibited similar yields to KN/CaO and KH/CaO. This may have been due to acid sites that could be involved in the reaction. The optimal conditions by Box-Behnken using SrKH/CaO were the methanol-to-oil ratio of 15, 46 ◦ C, and 3 h. However, as the 10 M.A. Hernández-Martínez et al. [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34] [35] Next Materials xxx (xxxx) xxx transesterification of oils for biodiesel production, Energies 14 (2021), https://doi. org/10.3390/en14041031. A. Tangy, I.N. Pulidindi, A. Dutta, A. Borenstein, Strontium oxide nanoparticles for biodiesel production: fundamental insights and recent progress, Energy Fuels 35 (2021) 187–200, https://doi.org/10.1021/acs.energyfuels.0c03815. A.K. Singh, S.D. Fernando, Reaction kinetics of soybean oil transesterification using heterogeneous metal oxide catalysts, Chem. Eng. Technol. 30 (2007) 1716–1720, https://doi.org/10.1002/ceat.200700274. A.M. Ruhul, M.A. Kalam, H.H. Masjuki, I.M.R. Fattah, S.S. Reham, M.M. Rashed, State of the art of biodiesel production processes: a review of the heterogeneous catalyst, RSC Adv. 5 (2015) 101023–101044, https://doi.org/10.1039/ C5RA09862A. A.F. Lee, K. Wilson, Recent developments in heterogeneous catalysis for the sustainable production of biodiesel, Catal. Today 242 (2015) 3–18, https://doi. org/10.1016/j.cattod.2014.03.072. H. Hattori, M. Shima, H. Kabashima, Alcoholysis of ester and epoxide catalyzed by solid bases, in: A. Corma, F.V. Melo, S. Mendioroz, J.L.G.B.T.-S., S.S., C. Fierro (Eds.), 12th Int. Congr. Catal., Elsevier, 2000, pp. 3507–3512, https://doi.org/ 10.1016/S0167-2991(00)80566-2. W.N.N.W. Omar, N.A.S. Amin, Optimization of heterogeneous biodiesel production from waste cooking palm oil via response surface methodology, Biomass Bioenergy 35 (2011) 1329–1338. D. Olvera, J.A. Rodriguez, I. Perez-Silva, G. Chavez-Esquivel, J.A. Tavizón-Pozos, Catalytic evaluation of Li and K supported on CaO in the transesterification of triolein, triestearin, and tributyrin, Chem. Pap. (2022), https://doi.org/10.1007/ s11696-022-02305-x. N. Viriya-empikul, P. Krasae, B. Puttasawat, B. Yoosuk, N. Chollacoop, K. Faungnawakij, Waste shells of mollusk and egg as biodiesel production catalysts, Bioresour. Technol. 101 (2010) 3765–3767, https://doi.org/10.1016/j. biortech.2009.12.079. J.S.J. Ling, Y.H. Tan, N.M. Mubarak, J. Kansedo, A. Saptoro, C. Nolasco-Hipolito, A review of heterogeneous calcium oxide based catalyst from waste for biodiesel synthesis, SN Appl. Sci. 1 (2019) 810, https://doi.org/10.1007/s42452-019-08433. W. Jindapon, C. Ngamcharussrivichai, Heterogeneously catalyzed transesterification of palm oil with methanol to produce biodiesel over calcined dolomite: the role of magnesium oxide, Energy Convers. Manag. 171 (2018) 1311–1321, https://doi.org/10.1016/j.enconman.2018.06.068. Y.-C. Lin, K.T.T. Amesho, C.-E. Chen, P.-C. Cheng, F.-C. Chou, A cleaner process for green biodiesel synthesis from waste cooking oil using recycled waste oyster shells as a sustainable base heterogeneous catalyst under the microwave heating system, Sustain. Chem. Pharm. 17 (2020), 100310, https://doi.org/10.1016/j. scp.2020.100310. N. Topić Popović, V. Lorencin, I. Strunjak-Perović, R. Čož-Rakovac, Shell waste management and utilization: mitigating organic pollution and enhancing sustainability, Appl. Sci. 13 (2023), https://doi.org/10.3390/app13010623. U.-I. Jung, B.-J. Kim, Characteristics of mortar containing oyster shell as fine aggregate, Mater. (Basel) 15 (2022), https://doi.org/10.3390/ma15207301. V.S. Aigbodion, Modified of CaO-nanoparticle synthesized from waste oyster shells with tin tailings as a renewable catalyst for biodiesel production from waste cooking oil as a feedstock, Chem. Afr. (2022), https://doi.org/10.1007/s42250022-00541-y. D. Kumar, A. Ali, Nanocrystalline K–CaO for the transesterification of a variety of feedstocks: structure, kinetics and catalytic properties, Biomass Bioenergy 46 (2012) 459–468, https://doi.org/10.1016/j.biombioe.2012.06.040. J.F. Puna, J.F. Gomes, J.C. Bordado, M.J.N. Correia, A.P.S. Dias, Biodiesel production over lithium modified lime catalysts: activity and deactivation, Appl. Catal. A Gen. 470 (2014) 451–457, https://doi.org/10.1016/j.apcata.2013.11.022. D.M. Alonso, R. Mariscal, M.L. Granados, P. Maireles-Torres, Biodiesel preparation using Li/CaO catalysts: activation process and homogeneous contribution, Catal. Today 143 (2009) 167–171, https://doi.org/10.1016/j.cattod.2008.09.021. R.S. Watkins, A.F. Lee, K. Wilson, Li–CaO catalysed tri-glyceride transesterification for biodiesel applications, Green. Chem. 6 (2004) 335–340, https://doi.org/ 10.1039/B404883K. P. Mierczynski, R. Ciesielski, A. Kedziora, W. Maniukiewicz, O. Shtyka, J. Kubicki, J. Albinska, T.P. Maniecki, Biodiesel production on MgO, CaO, SrO and BaO oxides supported on (SrO)(Al2O3) mixed oxide, Catal. Lett. 145 (2015) 1196–1205, https://doi.org/10.1007/s10562-015-1503-x. L.C. Meher, M.G. Kulkarni, A.K. Dalai, S.N. Naik, Transesterification of karanja (Pongamia pinnata) oil by solid basic catalysts, Eur. J. Lipid Sci. Technol. 108 (2006) 389–397, https://doi.org/10.1002/ejlt.200500307. A. D’Cruz, M.G. Kulkarni, L.C. Meher, A.K. Dalai, Synthesis of biodiesel from canola oil using heterogeneous base catalyst, J. Am. Oil Chem. Soc. 84 (2007) 937–943, https://doi.org/10.1007/s11746-007-1121-x. P.D. Patil, S. Deng, Transesterification of Camelina sativa oil using heterogeneous metal oxide catalysts, Energy Fuels 23 (2009) 4619–4624, https://doi.org/ 10.1021/ef900362y. M. Koberg, A. Gedanken, Direct transesterification of castor and jatropha seeds for FAME production by microwave and ultrasound radiation using a SrO catalyst, BioEnergy Res. 5 (2012) 958–968, https://doi.org/10.1007/s12155-012-9210-6. H. Li, S. Niu, C. Lu, J. Li, Calcium oxide functionalized with strontium as heterogeneous transesterification catalyst for biodiesel production, Fuel 176 (2016) 63–71, https://doi.org/10.1016/j.fuel.2016.02.067. S. Palitsakun, K. Koonkuer, B. Topool, A. Seubsai, K. Sudsakorn, Transesterification of Jatropha oil to biodiesel using SrO catalysts modified with CaO from waste [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46] [47] [48] [49] [50] [51] [52] [53] [54] [55] [56] [57] [58] [59] 11 eggshell, Catal. Commun. 149 (2021), 106233, https://doi.org/10.1016/j. catcom.2020.106233. K. Tanabe, M. Misono, Y. Ono, H. Hattori, 2 Determination of Acidic and Basic Properties on Solid Surfaces, in: M.M. Kozo, Tanabe Yoshio Ono, B.T. Hideshi Hattori (Eds.), Studies in Surface Science and Catalysis, New Solid Acids BasesTheir Catal. Prop., Elsevier, 1989, pp. 5–25, https://doi.org/10.1016/S0167-2991(08) 61045-9. W. Zhou, S.K. Konar, D.G.B. Boocock, Ethyl esters from the single-phase basecatalyzed ethanolysis of vegetable oils, J. Am. Oil Chem. Soc. 80 (2003) 367–371, https://doi.org/10.1007/s11746-003-0705-1. F. Shahbazi, V. Mahdavi, J. Zolgharnein, Preparation and characterization of SrO/ MgO nanocomposite as a novel and efficient base catalyst for biodiesel production from waste cooking oil: a statistical approach for optimization, J. Iran. Chem. Soc. 17 (2020) 333–349, https://doi.org/10.1007/s13738-019-01772-6. S.L.C. Ferreira, R.E. Bruns, H.S. Ferreira, G.D. Matos, J.M. David, G.C. Brandao, E. G.P. da Silva, L.A. Portugal, P.S. Dos Reis, A.S. Souza, Box-Behnken design: an alternative for the optimization of analytical methods, Anal. Chim. Acta 597 (2007) 179–186. L. Habte, N. Shiferaw, D. Mulatu, T. Thenepalli, R. Chilakala, J.W. Ahn, Synthesis of nano-calcium oxide from waste eggshell by sol-gel method, Sustain 11 (2019), https://doi.org/10.3390/su11113196. S.L. Lee, Y.C. Wong, Y.P. Tan, S.Y. Yew, Transesterification of palm oil to biodiesel by using waste obtuse horn shell-derived CaO catalyst, Energy Convers. Manag. 93 (2015) 282–288, https://doi.org/10.1016/j.enconman.2014.12.067. V.D. Hogan, S. Gordon, Thermoanalysis of binary systems. potassium perchloratealkali and alkaline earth metal nitrates, J. Chem. Eng. Data. 6 (1961) 572–578, https://doi.org/10.1021/je60011a028. P. Chaiwang, B. Chalermsinsuwan, P. Piumsomboon, Thermogravimetric analysis and chemical kinetics for regeneration of sodium and potassium carbonate solid sorbents, Chem. Eng. Commun. 203 (2016) 581–588, https://doi.org/10.1080/ 00986445.2015.1078796. T.-P. Chang, J.-Y. Shih, K.-M. Yang, T.-C. Hsiao, Material properties of portland cement paste with nano-montmorillonite, J. Mater. Sci. 42 (2007) 7478–7487, https://doi.org/10.1007/s10853-006-1462-0. M. Cabrera-Penna, J.E. Rodríguez-Páez, Calcium oxyhydroxide (CaO/Ca(OH)2) nanoparticles: Synthesis, characterization and evaluation of their capacity to degrade glyphosate-based herbicides (GBH, Adv. Powder Technol. 32 (2021) 237–253, https://doi.org/10.1016/j.apt.2020.12.007. S.H. Saleh, C.P. Tripp, Measurement of water concentration in oils using CaO powder and infrared spectroscopy, Talanta 228 (2021), 122250, https://doi.org/ 10.1016/j.talanta.2021.122250. J. Gupta, M. Agarwal, Preparation and characterizaton of CaO nanoparticle for biodiesel production, AIP Conf. Proc. 1724 (2016) 20066, https://doi.org/ 10.1063/1.4945186. J. Boro, L.J. Konwar, D. Deka, Transesterification of non edible feedstock with lithium incorporated egg shell derived CaO for biodiesel production, Fuel Process. Technol. 122 (2014) 72–78, https://doi.org/10.1016/j.fuproc.2014.01.022. P. Bharti, B. Singh, R.K. Dey, Process optimization of biodiesel production catalyzed by CaO nanocatalyst using response surface methodology, J. Nanostruct. Chem. 9 (2019) 269–280, https://doi.org/10.1007/s40097-019-00317-w. A. Prokaewa, S. Meejoo Smith, A. Luengnaruemitchai, M. Kandiah, S. Boonyuen, Biodiesel production from waste cooking oil using a new heterogeneous catalyst SrO doped CaO nanoparticles, J. Met. Mater. Miner. 32 (2022) 79–85, https://doi. org/10.55713/jmmm.v32i1.1149. S.D. Ali, I.N. Javed, U.A. Rana, M.F. Nazar, W. Ahmed, A. Junaid, M. Pasha, R. Nazir, R. Nazir, Novel SrO-CaO mixed metal oxides catalyst for ultrasonicassisted transesterification of Jatropha oil into biodiesel, Aust. J. Chem. 70 (2017) 258–264, https://doi.org/10.1071/CH16236. H. Li, F. Liu, Y. Helian, G. Yang, Z. Wu, Y. Gao, M. Guo, P. Cui, D. Wang, M. Yu, Inspection of various precipitant on SrO–based catalyst for transesterification: catalytic performance, reusability and characterizations, Catal. Today 376 (2021) 197–204, https://doi.org/10.1016/j.cattod.2020.06.038. T.A. Degfie, T.T. Mamo, Y.S. Mekonnen, Optimized biodiesel production from waste cooking oil (WCO) using calcium oxide (CaO) nano-catalyst, Sci. Rep. 9 (2019) 18982, https://doi.org/10.1038/s41598-019-55403-4. M.G. Kulkarni, R. Gopinath, L.C. Meher, A.K. Dalai, Solid acid catalyzed biodiesel production by simultaneous esterification and transesterification, Green. Chem. 8 (2006) 1056–1062, https://doi.org/10.1039/B605713F. S. Gryglewicz, Rapeseed oil methyl esters preparation using heterogeneous catalysts, Bioresour. Technol. 70 (1999) 249–253, https://doi.org/10.1016/S09608524(99)00042-5. U. Guth, F. Babwisch, H. Wulff, H.-H. Möbius, Electrical conductivity and crystal structure of pure and SrCO3-doped K2CO3, Cryst. Res. Technol. 21 (1986) 431–435, https://doi.org/10.1002/crat.2170210318. M. Calatayud, A.M. Ruppert, B.M. Weckhuysen, Theoretical study on the role of surface basicity and Lewis acidity on the etherification of glycerol over alkaline earth metal oxides, Chem. – A Eur. J. 15 (2009) 10864–10870, https://doi.org/ 10.1002/chem.200900487. W.S.A. Halim, CO adsorption on MgO, CaO and SrO crystals periodic Hartree–Fock calculations, Appl. Surf. Sci. 253 (2007) 8974–8980, https://doi.org/10.1016/j. apsusc.2007.05.012. Y. Li, Y. Jiang, Preparation of a palygorskite supported KF/CaO catalyst and its application for biodiesel production via transesterification, RSC Adv. 8 (2018) 16013–16018, https://doi.org/10.1039/C8RA02713G. M.A. Hernández-Martínez et al. Next Materials xxx (xxxx) xxx [60] S.B. Lee, K.H. Han, J.D. Lee, I.K. Hong, Optimum process and energy density analysis of canola oil biodiesel synthesis, J. Ind. Eng. Chem. 16 (2010) 1006–1010, https://doi.org/10.1016/j.jiec.2010.09.015. [61] X. Liu, H. He, Y. Wang, S. Zhu, X. Piao, Transesterification of soybean oil to biodiesel using CaO as a solid base catalyst, Fuel 87 (2008) 216–221, https://doi. org/10.1016/j.fuel.2007.04.013. [62] M. Khatibi, F. Khorasheh, A. Larimi, Biodiesel production via transesterification of canola oil in the presence of Na–K doped CaO derived from calcined eggshell, Renew. Energy 163 (2021) 1626–1636, https://doi.org/10.1016/j. renene.2020.10.039. [63] A.B. Fadhil, E.T.B. Al-Tikrity, A.M. Khalaf, Transesterification of non-edible oils over potassium acetate impregnated CaO solid base catalyst, Fuel 234 (2018) 81–93, https://doi.org/10.1016/j.fuel.2018.06.121. [64] A.P. Soares Dias, J. Puna, J. Gomes, M.J. Neiva Correia, J. Bordado, Biodiesel production over lime. Catalytic contributions of bulk phases and surface Ca species formed during reaction, Renew, Energy 99 (2016) 622–630, https://doi.org/ 10.1016/j.renene.2016.07.033. [65] M. Catarino, S. Martins, A.P. Soares Dias, M.F. Costa Pereira, J. Gomes, Calcium diglyceroxide as a catalyst for biodiesel production, J. Environ. Chem. Eng. 7 (2019), 103099, https://doi.org/10.1016/j.jece.2019.103099. 12