Research Article
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Extraction, Optimization, and Characterization of Neem Seed Oil via Box-Behnken Design Approach

Year 2022, Volume: 9 Issue: 2, 513 - 526, 31.05.2022
https://doi.org/10.18596/jotcsa.1039997

Abstract

This study was aimed at extracting, optimizing, and characterizing the neem seed oil through Box-Behnken design. The effects of extraction parameters such as temperature (50-80°C), particle size (0.15–0.3 mm), and time (60-180 min) were considered. The extraction of oil was studied using the soxhlet extraction process, applying n-hexane as a solvent. The quadratic model was suggested to demonstrate optimal extraction parameters of 132.677 min, 64.416°C of temperature, and 0.212 mm of particle size using numerical optimization. The experimental yield of oil at optimum conditions 44.141%, which was close to the model-anticipated value. The physicochemical properties suggested that neem oil had an ash content of 2.1%, moisture content 4.61%, density 0.875 g/cm3, viscosity 33.5 mm2/s, specific gravity 0.88, saponification value 206.7 mg KOH/, iodine value 122.5 g I2/100 g, acid value 1.81 mg KOH/g, and cetane number of 75. The extraction parameters had a significant effect on the yield of neem seed oil. However, the temperature and particle size had a higher effect compared to the extraction time. The most important unsaturated fatty acid is oleic acid (60.924 %). The properties of the oil revealed that the neem seed oil can be used as a potential source of material for industrial applications. It can be concluded that neem seeds have the potential to be used as industrial feedstocks in the future.

Supporting Institution

Jimma istitute of Technology

Project Number

MEGA GRANT,RPD/JiT/0164/12/Code JiT_2019_36

Thanks

Thanks to Jimma Institute of Technology, Jimma University for its support of this research

References

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  • 15. Mitra S, Ghose A, Gujre N, Senthilkumar S, Borah P, Paul A, et al. A review on environmental and socioeconomic perspectives of three promising biofuel plants Jatropha curcas, Pongamia pinnata and Mesua ferrea. Biomass and Bioenergy. 2021 Aug;151:106173.
  • 16. Seljak T, Buffi M, Valera-Medina A, Chong CT, Chiaramonti D, Katrašnik T. Bioliquids and their use in power generation – A technology review. Renewable and Sustainable Energy Reviews. 2020 Sep;129:109930.
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  • 21. Hasni K, Ilham Z, Dharma S, Varman M. Optimization of biodiesel production from Brucea javanica seeds oil as novel non-edible feedstock using response surface methodology. Energy Conversion and Management. 2017 Oct;149:392–400.
  • 22. Falowo OA, Oloko-Oba MI, Betiku E. Biodiesel production intensification via microwave irradiation-assisted transesterification of oil blend using nanoparticles from elephant-ear tree pod husk as a base heterogeneous catalyst. Chemical Engineering and Processing - Process Intensification. 2019 Jun;140:157–70.
  • 23. Menkiti MC, Agu CM, Udeigwe TK. Extraction of oil from Terminalia catappa L.: Process parameter impacts, kinetics, and thermodynamics. Industrial Crops and Products. 2015 Dec;77:713–23.
  • 24. Esonye C, Onukwuli OD, Ofoefule AU. Optimization of methyl ester production from Prunus Amygdalus seed oil using response surface methodology and Artificial Neural Networks. Renewable Energy. 2019 Jan;130:61–72.
  • 25. Elkelawy M, Bastawissi HA-E, Esmaeil KK, Radwan AM, Panchal H, Sadasivuni KK, et al. Maximization of biodiesel production from sunflower and soybean oils and prediction of diesel engine performance and emission characteristics through response surface methodology. Fuel. 2020 Apr;266:117072.
  • 26. Mäkelä M. Experimental design and response surface methodology in energy applications: A tutorial review. Energy Conversion and Management. 2017 Nov;151:630–40.
  • 27. Abirami T, Loganaganandan M, Murali G, Fediuk R, Vickhram Sreekrishna R, Vignesh T, et al. Experimental research on impact response of novel steel fibrous concretes under falling mass impact. Construction and Building Materials. 2019 Oct;222:447–57.
  • 28. Asfaram A, Ghaedi M, Ghezelbash GR, Pepe F. Application of experimental design and derivative spectrophotometry methods in optimization and analysis of biosorption of binary mixtures of basic dyes from aqueous solutions. Ecotoxicology and Environmental Safety. 2017 May;139:219–27.
  • 29. Azari A, Noorisepehr M, Dehghanifard E, Karimyan K, Hashemi SY, Kalhori EM, et al. Experimental design, modeling and mechanism of cationic dyes biosorption on to magnetic chitosan-lutaraldehyde composite. International Journal of Biological Macromolecules. 2019 Jun;131:633–45.
  • 30. Umanath K, Palanikumar K, Sankaradass V, Uma K. Optimization of wear properties on AA7075/Sic/Mos2 hybrid metal matrix composite by response surface methodology. Materials Today: Proceedings. 2021;46:4019–24.
  • 31. Twisk J, Bosman L, Hoekstra T, Rijnhart J, Welten M, Heymans M. Different ways to estimate treatment effects in randomised controlled trials. Contemporary Clinical Trials Communications. 2018 Jun;10:80–5.
  • 32. Sitepu EK, Heimann K, Raston CL, Zhang W. Critical evaluation of process parameters for direct biodiesel production from diverse feedstock. Renewable and Sustainable Energy Reviews. 2020 May;123:109762.
  • 33. Al-Muhtaseb AH, Osman AI, Murphin Kumar PS, Jamil F, Al-Haj L, Al Nabhani A, et al. Circular economy approach of enhanced bifunctional catalytic system of CaO/CeO2 for biodiesel production from waste loquat seed oil with life cycle assessment study. Energy Conversion and Management. 2021 May;236:114040.
  • 34. Klinger JL, Westover TL, Emerson RM, Williams CL, Hernandez S, Monson GD, et al. Effect of biomass type, heating rate, and sample size on microwave-enhanced fast pyrolysis product yields and qualities. Applied Energy. 2018 Oct;228:535–45.
  • 35. Xiao R, Yang W, Cong X, Dong K, Xu J, Wang D, et al. Thermogravimetric analysis and reaction kinetics of lignocellulosic biomass pyrolysis. Energy. 2020 Jun;201:117537.
  • 36. Lu H, Ip E, Scott J, Foster P, Vickers M, Baxter LL. Effects of particle shape and size on devolatilization of biomass particle. Fuel. 2010 May;89(5):1156–68.
  • 37. Ambat I, Srivastava V, Sillanpää M. Recent advancement in biodiesel production methodologies using various feedstock: A review. Renewable and Sustainable Energy Reviews. 2018 Jul;90:356–69.
  • 38. Hoseinzadeh Hesas R, Arami-Niya A, Wan Daud WMA, Sahu JN. Preparation of granular activated carbon from oil palm shell by microwave-induced chemical activation: Optimisation using surface response methodology. Chemical Engineering Research and Design. 2013 Dec;91(12):2447–56.
  • 39. Peng WL, Mohd-Nasir H, Setapar SHM, Ahmad A, Lokhat D. Optimization of process variables using response surface methodology for tocopherol extraction from Roselle seed oil by supercritical carbon dioxide. Industrial Crops and Products. 2020 Jan;143:111886.
  • 40. Yadav KK, Gupta N, Kumar V, Khan SA, Kumar A. A review of emerging adsorbents and current demand for defluoridation of water: Bright future in water sustainability. Environment International. 2018 Feb;111:80–108.
  • 41. Bibi R, Ahmad M, Gulzar A, Tariq M. Effect of profenofos and citrus oil on Cryptolaemus montrouzieri Mulsant and Chrysoperla carnea Stephens, key predators of citrus mealybug, Planococcus citri (Risso), under laboratory conditions. Int J Trop Insect Sci. 2022 Feb;42(1):379–87.
  • 42. Redondo D, Venturini ME, Luengo E, Raso J, Arias E. Pulsed electric fields as a green technology for the extraction of bioactive compounds from thinned peach by-products. Innovative Food Science & Emerging Technologies. 2018 Feb;45:335–43.
  • 43. Chen Q, Dong W, Wei C, Hu R, Long Y. Combining integrated ultrasonic-microwave technique with ethanol to maximise extraction of green coffee oil from Arabica coffee beans. Industrial Crops and Products. 2020 Sep;151:112405.
  • 44. Rehan M, Gardy J, Demirbas A, Rashid U, Budzianowski WM, Pant D, et al. Waste to biodiesel: A preliminary assessment for Saudi Arabia. Bioresource Technology. 2018 Feb;250:17–25.
  • 45. Lacouture ME, Elizabeth Davis M, Elzinga G, Butowski N, Tran D, Villano JL, et al. Characterization and Management of Dermatologic Adverse Events With the NovoTTF-100A System, a Novel Anti-mitotic Electric Field Device for the Treatment of Recurrent Glioblastoma. Seminars in Oncology. 2014 Jun;41:S1–14.
  • 46. Chhabra M, Dwivedi G, Baredar P, Kumar Shukla A, Garg A, Jain S. Production & optimization of biodiesel from rubber oil using BBD technique. Materials Today: Proceedings. 2021;38:69–73.
Year 2022, Volume: 9 Issue: 2, 513 - 526, 31.05.2022
https://doi.org/10.18596/jotcsa.1039997

Abstract

Project Number

MEGA GRANT,RPD/JiT/0164/12/Code JiT_2019_36

References

  • 1. Anand S, Sen A. Human Development and Economic Sustainability. World Development. 2000 Dec;28(12):2029–49.
  • 2. Tomizawa A, Zhao L, Bassellier G, Ahlstrom D. Economic growth, innovation, institutions, and the Great Enrichment. Asia Pac J Manag. 2020 Mar;37(1):7–31.
  • 3. Ram S, Mitra M, Shah F, Tirkey SR, Mishra S. Bacteria as an alternate biofactory for carotenoid production: A review of its applications, opportunities and challenges. Journal of Functional Foods. 2020 Apr;67:103867.
  • 4. Ashaolu TJ. Immune boosting functional foods and their mechanisms: A critical evaluation of probiotics and prebiotics. Biomedicine & Pharmacotherapy. 2020 Oct;130:110625.
  • 5. Rodrigo R, Miranda A, Vergara L. Modulation of endogenous antioxidant system by wine polyphenols in human disease. Clinica Chimica Acta. 2011 Feb;412(5–6):410–24.
  • 6. Fernandes SR, Barreiros L, Oliveira RF, Cruz A, Prudêncio C, Oliveira AI, et al. Chemistry, bioactivities, extraction and analysis of azadirachtin: State-of-the-art. Fitoterapia. 2019 Apr;134:141–50.
  • 7. Patel SM, Nagulapalli Venkata KC, Bhattacharyya P, Sethi G, Bishayee A. Potential of neem ( Azadirachta indica L.) for prevention and treatment of oncologic diseases. Seminars in Cancer Biology. 2016 Oct;40–41:100–15.
  • 8. Patra JK, Das G, Lee S, Kang S-S, Shin H-S. Selected commercial plants: A review of extraction and isolation of bioactive compounds and their pharmacological market value. Trends in Food Science & Technology. 2018 Dec;82:89–109.
  • 9. Tschoeke PH, Oliveira EE, Dalcin MS, Silveira-Tschoeke MCAC, Sarmento RA, Santos GR. Botanical and synthetic pesticides alter the flower visitation rates of pollinator bees in Neotropical melon fields. Environmental Pollution. 2019 Aug;251:591–9.
  • 10. Islas JF, Acosta E, G-Buentello Z, Delgado-Gallegos JL, Moreno-Treviño MG, Escalante B, et al. An overview of Neem (Azadirachta indica) and its potential impact on health. Journal of Functional Foods. 2020 Nov;74:104171.
  • 11. Büyüközkan G, Mukul E, Kongar E. Health tourism strategy selection via SWOT analysis and integrated hesitant fuzzy linguistic AHP-MABAC approach. Socio-Economic Planning Sciences. 2021 Apr;74:100929.
  • 12. Megersa M, Jima TT, Goro KK. The Use of Medicinal Plants for the Treatment of Toothache in Ethiopia. Evidence-Based Complementary and Alternative Medicine. 2019 Aug 20;2019:1–16.
  • 13. Chowdhury MSH, Koike M. Therapeutic use of plants by local communities in and around Rema-Kalenga Wildlife Sanctuary: implications for protected area management in Bangladesh. Agroforest Syst. 2010 Oct;80(2):241–57.
  • 14. Sharma S, Barkauskaite S, Jaiswal AK, Jaiswal S. Essential oils as additives in active food packaging. Food Chemistry. 2021 May;343:128403.
  • 15. Mitra S, Ghose A, Gujre N, Senthilkumar S, Borah P, Paul A, et al. A review on environmental and socioeconomic perspectives of three promising biofuel plants Jatropha curcas, Pongamia pinnata and Mesua ferrea. Biomass and Bioenergy. 2021 Aug;151:106173.
  • 16. Seljak T, Buffi M, Valera-Medina A, Chong CT, Chiaramonti D, Katrašnik T. Bioliquids and their use in power generation – A technology review. Renewable and Sustainable Energy Reviews. 2020 Sep;129:109930.
  • 17. Sprakel LMJ, Schuur B. Solvent developments for liquid-liquid extraction of carboxylic acids in perspective. Separation and Purification Technology. 2019 Mar;211:935–57.
  • 18. Belwal T, Ezzat SM, Rastrelli L, Bhatt ID, Daglia M, Baldi A, et al. A critical analysis of extraction techniques used for botanicals: Trends, priorities, industrial uses and optimization strategies. TrAC Trends in Analytical Chemistry. 2018 Mar;100:82–102.
  • 19. Ghazanfari N, Mortazavi SA, Yazdi FT, Mohammadi M. Microwave-assisted hydrodistillation extraction of essential oil from coriander seeds and evaluation of their composition, antioxidant and antimicrobial activity. Heliyon. 2020 Sep;6(9):e04893.
  • 20. Tomić M, Ljubojević M, Mićić R, Simikić M, Dulić J, Narandžić T, et al. Oil from Koelreuteria paniculata Laxm. 1772 as possible feedstock for biodiesel production. Fuel. 2020 Oct;277:118162.
  • 21. Hasni K, Ilham Z, Dharma S, Varman M. Optimization of biodiesel production from Brucea javanica seeds oil as novel non-edible feedstock using response surface methodology. Energy Conversion and Management. 2017 Oct;149:392–400.
  • 22. Falowo OA, Oloko-Oba MI, Betiku E. Biodiesel production intensification via microwave irradiation-assisted transesterification of oil blend using nanoparticles from elephant-ear tree pod husk as a base heterogeneous catalyst. Chemical Engineering and Processing - Process Intensification. 2019 Jun;140:157–70.
  • 23. Menkiti MC, Agu CM, Udeigwe TK. Extraction of oil from Terminalia catappa L.: Process parameter impacts, kinetics, and thermodynamics. Industrial Crops and Products. 2015 Dec;77:713–23.
  • 24. Esonye C, Onukwuli OD, Ofoefule AU. Optimization of methyl ester production from Prunus Amygdalus seed oil using response surface methodology and Artificial Neural Networks. Renewable Energy. 2019 Jan;130:61–72.
  • 25. Elkelawy M, Bastawissi HA-E, Esmaeil KK, Radwan AM, Panchal H, Sadasivuni KK, et al. Maximization of biodiesel production from sunflower and soybean oils and prediction of diesel engine performance and emission characteristics through response surface methodology. Fuel. 2020 Apr;266:117072.
  • 26. Mäkelä M. Experimental design and response surface methodology in energy applications: A tutorial review. Energy Conversion and Management. 2017 Nov;151:630–40.
  • 27. Abirami T, Loganaganandan M, Murali G, Fediuk R, Vickhram Sreekrishna R, Vignesh T, et al. Experimental research on impact response of novel steel fibrous concretes under falling mass impact. Construction and Building Materials. 2019 Oct;222:447–57.
  • 28. Asfaram A, Ghaedi M, Ghezelbash GR, Pepe F. Application of experimental design and derivative spectrophotometry methods in optimization and analysis of biosorption of binary mixtures of basic dyes from aqueous solutions. Ecotoxicology and Environmental Safety. 2017 May;139:219–27.
  • 29. Azari A, Noorisepehr M, Dehghanifard E, Karimyan K, Hashemi SY, Kalhori EM, et al. Experimental design, modeling and mechanism of cationic dyes biosorption on to magnetic chitosan-lutaraldehyde composite. International Journal of Biological Macromolecules. 2019 Jun;131:633–45.
  • 30. Umanath K, Palanikumar K, Sankaradass V, Uma K. Optimization of wear properties on AA7075/Sic/Mos2 hybrid metal matrix composite by response surface methodology. Materials Today: Proceedings. 2021;46:4019–24.
  • 31. Twisk J, Bosman L, Hoekstra T, Rijnhart J, Welten M, Heymans M. Different ways to estimate treatment effects in randomised controlled trials. Contemporary Clinical Trials Communications. 2018 Jun;10:80–5.
  • 32. Sitepu EK, Heimann K, Raston CL, Zhang W. Critical evaluation of process parameters for direct biodiesel production from diverse feedstock. Renewable and Sustainable Energy Reviews. 2020 May;123:109762.
  • 33. Al-Muhtaseb AH, Osman AI, Murphin Kumar PS, Jamil F, Al-Haj L, Al Nabhani A, et al. Circular economy approach of enhanced bifunctional catalytic system of CaO/CeO2 for biodiesel production from waste loquat seed oil with life cycle assessment study. Energy Conversion and Management. 2021 May;236:114040.
  • 34. Klinger JL, Westover TL, Emerson RM, Williams CL, Hernandez S, Monson GD, et al. Effect of biomass type, heating rate, and sample size on microwave-enhanced fast pyrolysis product yields and qualities. Applied Energy. 2018 Oct;228:535–45.
  • 35. Xiao R, Yang W, Cong X, Dong K, Xu J, Wang D, et al. Thermogravimetric analysis and reaction kinetics of lignocellulosic biomass pyrolysis. Energy. 2020 Jun;201:117537.
  • 36. Lu H, Ip E, Scott J, Foster P, Vickers M, Baxter LL. Effects of particle shape and size on devolatilization of biomass particle. Fuel. 2010 May;89(5):1156–68.
  • 37. Ambat I, Srivastava V, Sillanpää M. Recent advancement in biodiesel production methodologies using various feedstock: A review. Renewable and Sustainable Energy Reviews. 2018 Jul;90:356–69.
  • 38. Hoseinzadeh Hesas R, Arami-Niya A, Wan Daud WMA, Sahu JN. Preparation of granular activated carbon from oil palm shell by microwave-induced chemical activation: Optimisation using surface response methodology. Chemical Engineering Research and Design. 2013 Dec;91(12):2447–56.
  • 39. Peng WL, Mohd-Nasir H, Setapar SHM, Ahmad A, Lokhat D. Optimization of process variables using response surface methodology for tocopherol extraction from Roselle seed oil by supercritical carbon dioxide. Industrial Crops and Products. 2020 Jan;143:111886.
  • 40. Yadav KK, Gupta N, Kumar V, Khan SA, Kumar A. A review of emerging adsorbents and current demand for defluoridation of water: Bright future in water sustainability. Environment International. 2018 Feb;111:80–108.
  • 41. Bibi R, Ahmad M, Gulzar A, Tariq M. Effect of profenofos and citrus oil on Cryptolaemus montrouzieri Mulsant and Chrysoperla carnea Stephens, key predators of citrus mealybug, Planococcus citri (Risso), under laboratory conditions. Int J Trop Insect Sci. 2022 Feb;42(1):379–87.
  • 42. Redondo D, Venturini ME, Luengo E, Raso J, Arias E. Pulsed electric fields as a green technology for the extraction of bioactive compounds from thinned peach by-products. Innovative Food Science & Emerging Technologies. 2018 Feb;45:335–43.
  • 43. Chen Q, Dong W, Wei C, Hu R, Long Y. Combining integrated ultrasonic-microwave technique with ethanol to maximise extraction of green coffee oil from Arabica coffee beans. Industrial Crops and Products. 2020 Sep;151:112405.
  • 44. Rehan M, Gardy J, Demirbas A, Rashid U, Budzianowski WM, Pant D, et al. Waste to biodiesel: A preliminary assessment for Saudi Arabia. Bioresource Technology. 2018 Feb;250:17–25.
  • 45. Lacouture ME, Elizabeth Davis M, Elzinga G, Butowski N, Tran D, Villano JL, et al. Characterization and Management of Dermatologic Adverse Events With the NovoTTF-100A System, a Novel Anti-mitotic Electric Field Device for the Treatment of Recurrent Glioblastoma. Seminars in Oncology. 2014 Jun;41:S1–14.
  • 46. Chhabra M, Dwivedi G, Baredar P, Kumar Shukla A, Garg A, Jain S. Production & optimization of biodiesel from rubber oil using BBD technique. Materials Today: Proceedings. 2021;38:69–73.
There are 46 citations in total.

Details

Primary Language English
Subjects Polymer Science and Technologies
Journal Section Articles
Authors

Ketema Beyecha Hundie 0000-0003-4018-7343

Desalegn Abdissa 0000-0001-7177-7587

Abreham Bekele Bayu This is me 0000-0002-1704-3758

Project Number MEGA GRANT,RPD/JiT/0164/12/Code JiT_2019_36
Publication Date May 31, 2022
Submission Date December 22, 2021
Acceptance Date March 1, 2022
Published in Issue Year 2022 Volume: 9 Issue: 2

Cite

Vancouver Beyecha Hundie K, Abdissa D, Bekele Bayu A. Extraction, Optimization, and Characterization of Neem Seed Oil via Box-Behnken Design Approach. JOTCSA. 2022;9(2):513-26.