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Biodiesel Production from a Naturally Grown Green Algae Spirogyra Using Heterogeneous Catalyst: An Approach to RSM Optimization Technique

1Department of Mechanical Engineering, Andhra University College of Engineering, Visakhapatnam, 530003, India

2Department of Mechanical Engineering, Raghu Engineering College(A), Visakhapatnam, 531162, India

Received: 17 Jul 2022; Revised: 22 Dec 2022; Accepted: 18 Jan 2023; Available online: 25 Jan 2023; Published: 15 Mar 2023.
Editor(s): Rock Keey Liew
Open Access Copyright (c) 2023 The Author(s). Published by Centre of Biomass and Renewable Energy (CBIORE)
Creative Commons License This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

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Abstract

The present study focuses on oil extraction and biodiesel production from naturally grown green Spirogyra algae. Solvent oil extraction and oil expeller techniques were used to extract the Spirogyra algae oil (SALO), and the oil yields were compared to identify the most productive method. Using chicken eggshell waste (CESW) heterogeneous catalyst (HC) was prepared for the production of Spirogyra algae oil biodiesel (SALOBD). Furthermore, Box–Behnken (BB) assisted response surface method (RSM), an optimisation technique, was used in this study to achieve maximum algae biodiesel yield. From the 29 experimental trails, 96.18 % SALOBD was achieved at molar ratio (10:1), heterogeneous catalyst (0.6 wt.%), temperature (48 oC), and time (180 minutes). The predicted values of R2 (97.51%) and Adj. R2 (95.02 %) is found to be encouraging and fits well with the experimental values. The output results show that HC was identified as the significant process constraint followed by the time. The fatty acid composition (FAC) analysis by Gas Chromatography (GCMS) reveals the presence of 29.3 % unsaturated composition and 68.39 wt. % of the saturated composition. Finally, the important fuel properties of SALOBD were identified in accordance with ASTM D6751. The results obtained using chicken eggshell waste (CESW) for the production of biodiesel were recommended as a diesel fuel replacement to resist energy and environmental calamities.

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Keywords: Dried Algae Powder; Dried Algae Flakes; Heterogeneous Catalyst; Response Surface Method; Spirogyra.

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  1. Ananthi, V., Balaji, P., Sindhu, R., Kim, S. H., Pugazhendhi, A., & Arun, A. (2021). A critical review on different harvesting techniques for algal based biodiesel production. Science of the Total Environment, 780, 146467. https://doi.org/10.1016/j.scitotenv.2021.146467
  2. Bhargavi, G., Nageswara Rao, P., & Renganathan, S. (2018). Review on the Extraction Methods of Crude oil from all Generation Biofuels in last few Decades. IOP Conference Series: Materials Science and Engineering, 330(1). https://doi.org/10.1088/1757-899X/330/1/012024
  3. Bhateria, R., & Dhaka, R. (2014). Algae as biofuel. Biofuels, 5(6), 607–631. https://doi.org/10.1080/17597269.2014.1003701
  4. Chisti, Y. (2007). Biodiesel from microalgae. Biotechnology Advances, 25(3), 294–306. https://doi.org/10.1016/j.biotechadv.2007.02.001
  5. Chozhavendhan, S., Vijay Pradhap Singh, M., Fransila, B., Praveen Kumar, R., & Karthiga Devi, G. (2020). A review on influencing parameters of biodiesel production and purification processes. Current Research in Green and Sustainable Chemistry, 1–2(April), 1–6. https://doi.org/10.1016/j.crgsc.2020.04.002
  6. Duyen Thi CamNguyen et al. (2022). Optimisation of tetracycline adsorption onto zeolitic–imidazolate framework-based carbon using response surface methodology. Surfaces and Interfaces, 28(February), 101549. https://doi.org/10.1016/j.surfin.2021.101549
  7. Fan, M., Wu, H., Shi, M., Zhang, P., & Jiang, P. (2019). Well-dispersive K2O–KCl alkaline catalyst derived from waste banana peel for biodiesel synthesis. Green Energy and Environment, 4(3), 322–327. https://doi.org/10.1016/j.gee.2018.09.004
  8. Hadiyanto H., Lestari S.P., Widayat W. (2016). Preparation and characterization of Anadara Granosa shells and CaCo3 as heterogeneous catalyst for biodiesel production. Bulletin of Chemical Reaction Engineering & Catalysis, 11 (1), 21 - 26; https://doi.org/10.9767/bcrec.11.1.402.21-26
  9. Hariyanto, R. A. B., Firmansyah, R. A., Burhan, R. Y. P., & Zetra, Y. (2021). Synthesis of bio-additive for low sulphur diesel: Transesterification of soybean oil and ethylene glycol using k2co3 catalyst. Automotive Experiences, 4(1), 44–50. https://doi.org/10.31603/ae.4694
  10. Höök, M., & Tang, X. (2013). Depletion of fossil fuels and anthropogenic climate change-A review. Energy Policy, 52, 797–809. https://doi.org/10.1016/j.enpol.2012.10.046
  11. Kalyani, T., Prasad, L. S. V., & Kolakoti, A. (2023). Preparation and Physicochemical Properties of Naturally Grown Green Spirogyra Algae Biodiesel. Chemical Industry and Chemical Engineering Quarterly, 29(1), 75–85. https://doi.org/10.2298/CICEQ220215015K
  12. Kalyani, T., Sathya, L., Prasad, V., & Kolakoti, A. (2023). Effect of triacetin as an oxygenated additive in algae biodiesel fuelled CI engine combustion , performance , and exhaust emission analysis. Fuel, 338, 127366. https://doi.org/10.1016/j.fuel.2022.127366
  13. Kolakoti, A., & Appa Rao, B. V. (2020). Relative Testing of Neat Jatropha Methyl Ester by Preheating to Viscosity Saturation in IDI Engine -an Optimisation Approach. International Journal of Automotive and Mechanical Engineering, 17(2), 8052–8066. https://doi.org/10.15282/ijame.17.2.2020.23.0604
  14. Kolakoti, A., Jha, P., Mosa, P. R., Mahapatro, M., & Kotaru, T. G. (2020). Optimisation and modelling of mahua oil biodiesel using RSM and genetic algorithm techniques. Mathematical Models in Engineering, 6(2), 134–146. https://doi.org/10.21595/mme.2020.21357
  15. Kolakoti, A., Mosa, P. R., Kotaru, T. G., & Mahapatro, M. (2020). Optimisation of biodiesel production from waste cooking sunflower oil by taguchi and ann techniques. Journal of Thermal Engineering, 6(5), 712–723. https://doi.org/10.18186/THERMAL.796761
  16. Kolakoti, A., Prasadarao, B., Satyanarayana, K., Setiyo, M., Köten, H., & Raghu, M. (2022). Elemental, Thermal and Physicochemical Investigation of Novel Biodiesel from Wodyetia Bifurcata and Its Properties Optimization using Artificial Neural Network (ANN). Automotive Experiences, 5(1), 3–15. https://doi.org/10.31603/ae.6171
  17. Kolakoti, A., & Satish, G. (2020). Biodiesel production from low-grade oil using heterogeneous catalyst: an optimisation and ANN modelling. Australian Journal of Mechanical Engineering, 00(00), 1–13. https://doi.org/10.1080/14484846.2020.1842298
  18. Kolakoti, A., Setiyo, M., & Rochman, M. L. (2022). A Green Heterogeneous Catalyst Production and Characterization for Biodiesel Production using RSM and ANN Approach. International Journal of Renewable Energy Development, 11(3), 703–712. https://doi.org/10.14710/ijred.2022.43627
  19. Kolakoti, A., Setiyo, M., & Waluyo, B. (2021). Biodiesel Production from Waste Cooking Oil: Characterisation, Modeling and Optimisation. Mechanical Engineering for Society and Industry, 1(1), 22–30. https://doi.org/10.31603/mesi.5320
  20. Konga, A. K., Muchandi, A. S., & Ponnaiah, G. P. (2017). Soxhlet extraction of Spirogyra sp. algae: an alternative fuel. Biofuels, 8(1), 29–35. https://doi.org/10.1080/17597269.2016.1196328
  21. Kumar, S., Jain, S., & Kumar, H. (2020). Experimental Study on Biodiesel Production Parameter Optimization of Jatropha-Algae Oil Mixtures and Performance and Emission Analysis of a Diesel Engine Coupled with a Generator Fueled with Diesel/Biodiesel Blends. ACS Omega, 5(28), 17033–17041. https://doi.org/10.1021/acsomega.9b04372
  22. Mata, T. M., Martins, A. A., & Caetano, N. S. (2010). Microalgae for biodiesel production and other applications: A review. Renewable and Sustainable Energy Reviews, 14(1), 217–232. https://doi.org/10.1016/j.rser.2009.07.020
  23. Mubarak, M., Shaija, A., & Suchithra, T. V. (2015). A review on the extraction of lipid from microalgae for biodiesel production. Algal Research, 7, 117–123. https://doi.org/10.1016/j.algal.2014.10.008
  24. Nur M.M.A. and Hadiyanto H.(2015) Enhancement of chlorella vulgaris biomass cultivated in pome medium as biofuel feedstock under mixotrophic conditions. Journal of Engineering and Technological Sciences, 47 (5), 487 - 497; https://doi.org/10.5614/j.eng.technol.sci.2015.47.5.2
  25. Pandit, P. R., & Fulekar, M. H. (2017). Egg shell waste as heterogeneous nanocatalyst for biodiesel production: Optimised by response surface methodology. Journal of Environmental Management, 198, 319–329. https://doi.org/10.1016/j.jenvman.2017.04.100
  26. Piker, A., Tabah, B., Perkas, N., & Gedanken, A. (2016). A green and low-cost room temperature biodiesel production method from waste oil using egg shells as catalyst. Fuel, 182, 34–41. https://doi.org/10.1016/j.fuel.2016.05.078
  27. Piloto-Rodríguez, R., Sánchez-Borroto, Y., Melo-Espinosa, E. A., & Verhelst, S. (2017). Assessment of diesel engine performance when fueled with biodiesel from algae and microalgae: An overview. Renewable and Sustainable Energy Reviews, 69(January 2016), 833–842. https://doi.org/10.1016/j.rser.2016.11.015
  28. Reddy, A., & Majumder, A. B. (2016). Use of a Combined Technology of Ultrasonication , Three-Phase Partitioning , and Aqueous Enzymatic Oil ... Use of a Combined Technology of Ultrasonication , Three-Phase Partitioning , and Aqueous Enzymatic Oil Extraction for the Extraction of Oil from Spi. 2014(November 2014)
  29. Richmond, A. (2004). Handbook of Microalgal Culture: Biotechnology and Applied Phycology. Blackwell Science Ltda Blackwell Publishing company. https://doi.org/10.1002/9780470995280
  30. Saeed, A., Hanif, M. A., Hanif, A., Rashid, U., Iqbal, J., Majeed, M. I., Moser, B. R., & Alsalme, A. (2021). Production of biodiesel from spirogyra elongata, a common freshwater green algae with high oil content. Sustainability, 13(22), 1–10. https://doi.org/10.3390/su132212737
  31. Sohail, S., Mumtaz, M. W., Mukhtar, H., Touqeer, T., Anjum, M. K., Rashid, U., Ghani, W. A. W. A. K., & Choong, T. S. Y. (2020). Spirogyra oil-based biodiesel: Response surface optimisation of chemical and enzymatic transesterification and exhaust emission behavior. Catalysts, 10(10), 1–12. https://doi.org/10.3390/catal10101214
  32. Supriyadi, S., Purwanto, P., Anggoro, D. D., & Hermawan, H. (2022). The Effects of Sodium Hydroxide (NaOH) Concentration and Reaction Temperature on the Properties of Biodiesel from Philippine Tung (Reutealis Trisperma) Seeds. Automotive Experiences, 5(1), 57–67. https://doi.org/10.31603/ae.5986
  33. Topare, N. S., Raut, S. J., Renge, V. C., Khedkar, S. V., Chavan, Y. P., & Bhagat, S. L. (2011). Extraction of oil from algae by solvent extraction and oil expeller method. International Journal of Chemical Sciences, 9(4), 1746–1750. https://www.tsijournals.com/articles/extraction-of-oil-from-algae-by-solvent-extraction-and-oil-expeller-method.pdf
  34. Tran, T. Van, Nguyen, D. T. C., Le, H. T. N., Ho, H. L., Nguyen, T. T., Doan, V. D., Nguyen, T. D., & Bach, L. G. (2019). Response surface methodology-optimised removal of chloramphenicol pharmaceutical from wastewater using Cu3(BTC)2-derived porous carbon as an efficient adsorbent. Comptes Rendus Chimie, 22(11–12), 794–803. https://doi.org/10.1016/j.crci.2019.09.004
  35. Tran, T. Van, Nguyen, H. T. T., Dang, H. H., Nguyen, D. T. C., Nguyen, D. H., Pham, T. Van, & Tan, L. Van. (2020). Central composite design for optimising the organic dyes remediation utilising novel graphene oxide@CoFe2O4 nanocomposite. Surfaces and Interfaces, 21(June), 100687. https://doi.org/10.1016/j.surfin.2020.100687
  36. Yadav, M., Chavan, S. B., Singh, R., Bux, F., & Sharma, Y. C. (2019). Experimental study on emissions of algal biodiesel and its blends on a diesel engine. Journal of the Taiwan Institute of Chemical Engineers, 96, 160–168. https://doi.org/10.1016/j.jtice.2018.10.022

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