IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v11y2018i10p2566-d172142.html
   My bibliography  Save this article

Optimisation of Second-Generation Biodiesel Production from Australian Native Stone Fruit Oil Using Response Surface Method

Author

Listed:
  • Mohammad Anwar

    (School of Engineering and Technology, Central Queensland University, North Rockhampton, Queensland 4702, Australia)

  • Mohammad G. Rasul

    (School of Engineering and Technology, Central Queensland University, North Rockhampton, Queensland 4702, Australia)

  • Nanjappa Ashwath

    (School of Health, Medical and Applied Sciences, Central Queensland University, North Rockhampton, Queensland 4702, Australia)

  • Md Mofijur Rahman

    (School of Engineering and Technology, Central Queensland University, North Rockhampton, Queensland 4702, Australia)

Abstract

In this study, the production process of second-generation biodiesel from Australian native stone fruit have been optimised using response surface methodology via an alkali catalysed transesterification process. This process optimisation was performed varying three factors, each at three different levels. Methanol: oil molar ratio, catalyst concentration (wt %) and reaction temperature were the input factors in the optimisation process, while biodiesel yield was the key model output. Both 3D surface plots and 2D contour plots were developed using MINITAB 18 to predict optimum biodiesel yield. Gas chromatography (GC) and Fourier transform infrared (FTIR) analysis of the resulting biodiesel was also done for biodiesel characterisation. To predict biodiesel yield a quadratic model was created and it showed an R 2 of 0.98 indicating the satisfactory performance of the model. Maximum biodiesel yield of 95.8% was obtained at a methanol: oil molar ratio of 6:1, KOH catalyst concentration of 0.5 wt % and a reaction temperature of 55 °C. At these reaction conditions, the predicted biodiesel yield was 95.9%. These results demonstrate reliable prediction of the transesterification process by Response surface methodology (RSM). The results also show that the properties of the synthesised Australian native stone fruit biodiesel satisfactorily meet the ASTM D6751 and EN14214 standards. In addition, the fuel properties of Australian native stone fruit biodiesel were found to be similar to those of conventional diesel fuel. Thus, it can be said that Australian native stone fruit seed oil could be used as a potential second-generation biodiesel source as well as an alternative fuel in diesel engines.

Suggested Citation

  • Mohammad Anwar & Mohammad G. Rasul & Nanjappa Ashwath & Md Mofijur Rahman, 2018. "Optimisation of Second-Generation Biodiesel Production from Australian Native Stone Fruit Oil Using Response Surface Method," Energies, MDPI, vol. 11(10), pages 1-18, September.
  • Handle: RePEc:gam:jeners:v:11:y:2018:i:10:p:2566-:d:172142
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/11/10/2566/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/11/10/2566/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bhuiya, M.M.K. & Rasul, M.G. & Khan, M.M.K. & Ashwath, N. & Azad, A.K. & Hazrat, M.A., 2016. "Prospects of 2nd generation biodiesel as a sustainable fuel – Part 2: Properties, performance and emission characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 1129-1146.
    2. Silitonga, A.S. & Masjuki, H.H. & Mahlia, T.M.I. & Ong, H.C. & Chong, W.T. & Boosroh, M.H., 2013. "Overview properties of biodiesel diesel blends from edible and non-edible feedstock," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 346-360.
    3. Md Mofijur Rahman & Mohammad Rasul & Nur Md Sayeed Hassan & Justin Hyde, 2016. "Prospects of Biodiesel Production from Macadamia Oil as an Alternative Fuel for Diesel Engines," Energies, MDPI, vol. 9(6), pages 1-15, May.
    4. Thanh Xuan NguyenThi & Jean-Patrick Bazile & David Bessières, 2018. "Density Measurements of Waste Cooking Oil Biodiesel and Diesel Blends Over Extended Pressure and Temperature Ranges," Energies, MDPI, vol. 11(5), pages 1-14, May.
    5. Lin, Lin & Cunshan, Zhou & Vittayapadung, Saritporn & Xiangqian, Shen & Mingdong, Dong, 2011. "Opportunities and challenges for biodiesel fuel," Applied Energy, Elsevier, vol. 88(4), pages 1020-1031, April.
    6. Jack P. C. Kleijnen, 2015. "Response Surface Methodology," International Series in Operations Research & Management Science, in: Michael C Fu (ed.), Handbook of Simulation Optimization, edition 127, chapter 0, pages 81-104, Springer.
    7. Silitonga, A.S. & Atabani, A.E. & Mahlia, T.M.I. & Masjuki, H.H. & Badruddin, Irfan Anjum & Mekhilef, S., 2011. "A review on prospect of Jatropha curcas for biodiesel in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 3733-3756.
    8. Ahmad Fitri Yusop & Rizalman Mamat & Talal Yusaf & Gholamhassan Najafi & Mohd Hafizil Mat Yasin & Akasyah Mohd Khathri, 2018. "Analysis of Particulate Matter (PM) Emissions in Diesel Engines Using Palm Oil Biodiesel Blended with Diesel Fuel," Energies, MDPI, vol. 11(5), pages 1-25, April.
    9. Atabani, A.E. & Silitonga, A.S. & Badruddin, Irfan Anjum & Mahlia, T.M.I. & Masjuki, H.H. & Mekhilef, S., 2012. "A comprehensive review on biodiesel as an alternative energy resource and its characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2070-2093.
    10. Obed M. Ali & Rizalman Mamat & Gholamhassan Najafi & Talal Yusaf & Seyed Mohammad Safieddin Ardebili, 2015. "Optimization of Biodiesel-Diesel Blended Fuel Properties and Engine Performance with Ether Additive Using Statistical Analysis and Response Surface Methods," Energies, MDPI, vol. 8(12), pages 1-15, December.
    11. Kafuku, G. & Mbarawa, M., 2010. "Alkaline catalyzed biodiesel production from moringa oleifera oil with optimized production parameters," Applied Energy, Elsevier, vol. 87(8), pages 2561-2565, August.
    12. Md Mofijur Rahman & Mohammad Rasul & Nur Md Sayeed Hassan, 2017. "Study on the Tribological Characteristics of Australian Native First Generation and Second Generation Biodiesel Fuel," Energies, MDPI, vol. 10(1), pages 1-16, January.
    13. Alptekin, Ertan & Canakci, Mustafa, 2008. "Determination of the density and the viscosities of biodiesel–diesel fuel blends," Renewable Energy, Elsevier, vol. 33(12), pages 2623-2630.
    14. Patel, Rupesh L. & Sankhavara, C.D., 2017. "Biodiesel production from Karanja oil and its use in diesel engine: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 464-474.
    15. Yaakob, Zahira & Mohammad, Masita & Alherbawi, Mohammad & Alam, Zahangir & Sopian, Kamaruzaman, 2013. "Overview of the production of biodiesel from Waste cooking oil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 184-193.
    16. Atadashi, I.M. & Aroua, M.K. & Abdul Aziz, A.R. & Sulaiman, N.M.N., 2012. "The effects of water on biodiesel production and refining technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 3456-3470.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marina Corral Bobadilla & Roberto Fernández Martínez & Rubén Lostado Lorza & Fátima Somovilla Gómez & Eliseo P. Vergara González, 2018. "Optimizing Biodiesel Production from Waste Cooking Oil Using Genetic Algorithm-Based Support Vector Machines," Energies, MDPI, vol. 11(11), pages 1-19, November.
    2. Wei-Hsin Chen & Keat Teong Lee & Hwai Chyuan Ong, 2019. "Biofuel and Bioenergy Technology," Energies, MDPI, vol. 12(2), pages 1-12, January.
    3. Kocakulak, Tolga & Babagiray, Mustafa & Nacak, Çağatay & Safieddin Ardebili, Seyed Mohammad & Calam, Alper & Solmaz, Hamit, 2022. "Multi objective optimization of HCCI combustion fuelled with fusel oil and n-heptane blends," Renewable Energy, Elsevier, vol. 182(C), pages 827-841.
    4. Aslan, Volkan & Eryilmaz, Tanzer, 2020. "Polynomial regression method for optimization of biodiesel production from black mustard (Brassica nigra L.) seed oil using methanol, ethanol, NaOH, and KOH," Energy, Elsevier, vol. 209(C).
    5. Atelge, M.R., 2022. "Production of biodiesel and hydrogen by using a double-function heterogeneous catalyst derived from spent coffee grounds and its thermodynamic analysis," Renewable Energy, Elsevier, vol. 198(C), pages 1-15.
    6. Mahlia, T.M.I. & Syazmi, Z.A.H.S. & Mofijur, M. & Abas, A.E. Pg & Bilad, M.R. & Ong, Hwai Chyuan & Silitonga, A.S., 2020. "Patent landscape review on biodiesel production: Technology updates," Renewable and Sustainable Energy Reviews, Elsevier, vol. 118(C).
    7. Kumar, Sandeep & Singhal, Mukesh Kumar & Sharma, Mahendra P., 2023. "Analysis of oil mixing for improvement of biodiesel quality with the application of mixture design method," Renewable Energy, Elsevier, vol. 202(C), pages 809-821.
    8. Mukhtar, M.N.A. & Hagos, Ftwi Y. & Noor, M.M. & Mamat, Rizalman & Abdullah, A. Adam & Abd Aziz, Abd Rashid, 2019. "Tri-fuel emulsion with secondary atomization attributes for greener diesel engine – A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 490-506.
    9. M. Anwar & M. G. Rasul & N. M. S. Hassan & M. I. Jahirul & Rezwanul Haque & M. M. Hasan & A. G. M. B. Mustayen & R. Karami & D. Schaller, 2022. "Stone Fruit Seed: A Source of Renewable Fuel for Transport," Energies, MDPI, vol. 15(13), pages 1-21, June.
    10. M. Mofijur & T.M.I. Mahlia & J. Logeswaran & M. Anwar & A.S. Silitonga & S.M. Ashrafur Rahman & A.H. Shamsuddin, 2019. "Potential of Rice Industry Biomass as a Renewable Energy Source," Energies, MDPI, vol. 12(21), pages 1-21, October.
    11. Merckel, Ryan D. & Labuschagne, Frederick J.W.J. & Heydenrych, Michael D., 2020. "Energy metrics of fuel juxtaposed with mass yield metrics," Renewable Energy, Elsevier, vol. 159(C), pages 371-379.
    12. Hwai Chyuan Ong & M. Mofijur & A.S. Silitonga & D. Gumilang & Fitranto Kusumo & T.M.I. Mahlia, 2020. "Physicochemical Properties of Biodiesel Synthesised from Grape Seed, Philippine Tung, Kesambi, and Palm Oils," Energies, MDPI, vol. 13(6), pages 1-14, March.
    13. Luqman Razzaq & Shahid Imran & Zahid Anwar & Muhammad Farooq & Muhammad Mujtaba Abbas & Haris Mehmood Khan & Tahir Asif & Muhammad Amjad & Manzoore Elahi M. Soudagar & Nabeel Shaukat & I. M. Rizwanul , 2020. "Maximising Yield and Engine Efficiency Using Optimised Waste Cooking Oil Biodiesel," Energies, MDPI, vol. 13(22), pages 1-16, November.
    14. M. Mofijur & M.M. Hasan & T.M.I. Mahlia & S.M. Ashrafur Rahman & A.S. Silitonga & Hwai Chyuan Ong, 2019. "Performance and Emission Parameters of Homogeneous Charge Compression Ignition (HCCI) Engine: A Review," Energies, MDPI, vol. 12(18), pages 1-21, September.
    15. M. Mukhtar N. A. & Abd Rashid Abd Aziz & Ftwi Y. Hagos & M. M. Noor & Kumaran Kadirgama & Rizalman Mamat & A. Adam Abdullah, 2019. "The Influence of Formulation Ratio and Emulsifying Settings on Tri-Fuel (Diesel–Ethanol–Biodiesel) Emulsion Properties," Energies, MDPI, vol. 12(9), pages 1-24, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mahmudul, H.M. & Hagos, F.Y. & Mamat, R. & Adam, A. Abdul & Ishak, W.F.W. & Alenezi, R., 2017. "Production, characterization and performance of biodiesel as an alternative fuel in diesel engines – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 497-509.
    2. Bhuiya, M.M.K. & Rasul, M.G. & Khan, M.M.K. & Ashwath, N. & Azad, A.K., 2016. "Prospects of 2nd generation biodiesel as a sustainable fuel—Part: 1 selection of feedstocks, oil extraction techniques and conversion technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 1109-1128.
    3. Othman, Mohd Fahmi & Adam, Abdullah & Najafi, G. & Mamat, Rizalman, 2017. "Green fuel as alternative fuel for diesel engine: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 694-709.
    4. Azad, A.K. & Rasul, M.G. & Khan, M.M.K. & Sharma, Subhash C. & Mofijur, M. & Bhuiya, M.M.K., 2016. "Prospects, feedstocks and challenges of biodiesel production from beauty leaf oil and castor oil: A nonedible oil sources in Australia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 61(C), pages 302-318.
    5. Jakeria, M.R. & Fazal, M.A. & Haseeb, A.S.M.A., 2014. "Influence of different factors on the stability of biodiesel: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 154-163.
    6. Mofijur, M. & Rasul, M.G. & Hyde, J. & Azad, A.K. & Mamat, R. & Bhuiya, M.M.K., 2016. "Role of biofuel and their binary (diesel–biodiesel) and ternary (ethanol–biodiesel–diesel) blends on internal combustion engines emission reduction," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 265-278.
    7. Mohd Noor, C.W. & Noor, M.M. & Mamat, R., 2018. "Biodiesel as alternative fuel for marine diesel engine applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 127-142.
    8. Yesilyurt, Murat Kadir & Cesur, Cüneyt & Aslan, Volkan & Yilbasi, Zeki, 2020. "The production of biodiesel from safflower (Carthamus tinctorius L.) oil as a potential feedstock and its usage in compression ignition engine: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    9. Tamilselvan, P. & Nallusamy, N. & Rajkumar, S., 2017. "A comprehensive review on performance, combustion and emission characteristics of biodiesel fuelled diesel engines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 1134-1159.
    10. Sharzali Che Mat & Mohamad Yusof Idroas & Yew Heng Teoh & Mohd Fadzli Hamid, 2018. "Physicochemical, Performance, Combustion and Emission Characteristics of Melaleuca Cajuputi Oil-Refined Palm Oil Hybrid Biofuel Blend," Energies, MDPI, vol. 11(11), pages 1-20, November.
    11. Mofijur, M. & Atabani, A.E. & Masjuki, H.H. & Kalam, M.A. & Masum, B.M., 2013. "A study on the effects of promising edible and non-edible biodiesel feedstocks on engine performance and emissions production: A comparative evaluation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 391-404.
    12. Arridina Susan Silitonga & Teuku Meurah Indra Mahlia & Abd Halim Shamsuddin & Hwai Chyuan Ong & Jassinnee Milano & Fitranto Kusumo & Abdi Hanra Sebayang & Surya Dharma & Husin Ibrahim & Hazlina Husin , 2019. "Optimization of Cerbera manghas Biodiesel Production Using Artificial Neural Networks Integrated with Ant Colony Optimization," Energies, MDPI, vol. 12(20), pages 1-21, October.
    13. Nitièma-Yefanova, Svitlana & Coniglio, Lucie & Schneider, Raphaël & Nébié, Roger H.C. & Bonzi-Coulibaly, Yvonne L., 2016. "Ethyl biodiesel production from non-edible oils of Balanites aegyptiaca, Azadirachta indica, and Jatropha curcas seeds – Laboratory scale development," Renewable Energy, Elsevier, vol. 96(PA), pages 881-890.
    14. Marina Corral Bobadilla & Roberto Fernández Martínez & Rubén Lostado Lorza & Fátima Somovilla Gómez & Eliseo P. Vergara González, 2018. "Optimizing Biodiesel Production from Waste Cooking Oil Using Genetic Algorithm-Based Support Vector Machines," Energies, MDPI, vol. 11(11), pages 1-19, November.
    15. Krzysztof Biernat & Piotr Bocian & Paweł Bukrejewski & Krzysztof R. Noworyta, 2019. "Application of the Impedance Spectroscopy as a New Tool for Studying Biodiesel Fuel Aging Processes," Energies, MDPI, vol. 12(4), pages 1-12, February.
    16. Atabani, A.E. & Silitonga, A.S. & Ong, H.C. & Mahlia, T.M.I. & Masjuki, H.H. & Badruddin, Irfan Anjum & Fayaz, H., 2013. "Non-edible vegetable oils: A critical evaluation of oil extraction, fatty acid compositions, biodiesel production, characteristics, engine performance and emissions production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 211-245.
    17. Mofijur, M. & Masjuki, H.H. & Kalam, M.A. & Hazrat, M.A. & Liaquat, A.M. & Shahabuddin, M. & Varman, M., 2012. "Prospects of biodiesel from Jatropha in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 5007-5020.
    18. Yang, Liuqing & Takase, Mohammed & Zhang, Min & Zhao, Ting & Wu, Xiangyang, 2014. "Potential non-edible oil feedstock for biodiesel production in Africa: A survey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 461-477.
    19. Kusumo, F. & Silitonga, A.S. & Masjuki, H.H. & Ong, Hwai Chyuan & Siswantoro, J. & Mahlia, T.M.I., 2017. "Optimization of transesterification process for Ceiba pentandra oil: A comparative study between kernel-based extreme learning machine and artificial neural networks," Energy, Elsevier, vol. 134(C), pages 24-34.
    20. Marina Corral Bobadilla & Rubén Lostado Lorza & Rubén Escribano García & Fátima Somovilla Gómez & Eliseo P. Vergara González, 2017. "An Improvement in Biodiesel Production from Waste Cooking Oil by Applying Thought Multi-Response Surface Methodology Using Desirability Functions," Energies, MDPI, vol. 10(1), pages 1-20, January.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:11:y:2018:i:10:p:2566-:d:172142. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.