IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v118y2018icp368-375.html
   My bibliography  Save this article

Optimization of biogas productivity in lab-scale by response surface methodology

Author

Listed:
  • Safari, Mahmood
  • Abdi, Reza
  • Adl, Mehrdad
  • Kafashan, Jalal

Abstract

Optimization of canola residues in co-digestion with cattle manure for enhanced biogas yield was carried out using response surface methodology (RSM) and Box – Behnken design of the experiment. The effects of inoculum, total solids (TS), temperature (psychrophilic, mesophilic and thermophilic conditions) and stirring time (duration) in three levels were investigated. After applying of thermo mechanical pretreatment, 29 tests were performed. The experimental results showed that the temperature variable had the greatest effect in the model. The optimum degree of variables achieved in anaerobic digestion was 52.49 °C of temperature, 3.12 min day−1 of stirring time, 7.02% TS of substrate working volume and 22.17% inoculum (22.17% TS) with a methane yield of 403.63 L kg−1 in thermophilic conditions. The optimum degree of variables was: stirring time 3.57 min day−1, 7.41% TS of substrate working volume, 26.26% inoculum (26.26% TS) and temperature at 40.36 °C with a methane yield of 376.76 L kg−1VS in mesophilic conditions. The high value of R2 (0.9983) showed that the model can efficiently be applied to prediction of methane production from the co-digestion of cattle manure and canola residues. Both mesophilic and thermophilic conditions were suitable in terms of energy production, however, the mesophilic conditions showed more positive energy balance and higher Net Energy Gain (NEG) than the thermophilic conditions.

Suggested Citation

  • Safari, Mahmood & Abdi, Reza & Adl, Mehrdad & Kafashan, Jalal, 2018. "Optimization of biogas productivity in lab-scale by response surface methodology," Renewable Energy, Elsevier, vol. 118(C), pages 368-375.
    • Handle: RePEc:eee:renene:v:118:y:2018:i:c:p:368-375
    DOI: 10.1016/j.renene.2017.11.025
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148117311278
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2017.11.025?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Costa, J.C. & Oliveira, J.V. & Alves, M.M., 2016. "Response surface design to study the influence of inoculum, particle size and inoculum to substrate ratio on the methane production from Ulex sp," Renewable Energy, Elsevier, vol. 96(PB), pages 1071-1077.
    2. Zhang, Quanguo & Hu, Jianjun & Lee, Duu-Jong, 2016. "Biogas from anaerobic digestion processes: Research updates," Renewable Energy, Elsevier, vol. 98(C), pages 108-119.
    3. Chandra, R. & Takeuchi, H. & Hasegawa, T., 2012. "Methane production from lignocellulosic agricultural crop wastes: A review in context to second generation of biofuel production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(3), pages 1462-1476.
    4. Alissara Reungsang & Sakchai Pattra & Sureewan Sittijunda, 2012. "Optimization of Key Factors Affecting Methane Production from Acidic Effluent Coming from the Sugarcane Juice Hydrogen Fermentation Process," Energies, MDPI, vol. 5(11), pages 1-12, November.
    5. Riggio, Vincenzo & Comino, Elena & Rosso, Maurizio, 2015. "Energy production from anaerobic co-digestion processing of cow slurry, olive pomace and apple pulp," Renewable Energy, Elsevier, vol. 83(C), pages 1043-1049.
    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. Olatunji, Kehinde O. & Ahmed, Noor A. & Madyira, Daniel M. & Adebayo, Ademola O. & Ogunkunle, Oyetola & Adeleke, Oluwatobi, 2022. "Performance evaluation of ANFIS and RSM modeling in predicting biogas and methane yields from Arachis hypogea shells pretreated with size reduction," Renewable Energy, Elsevier, vol. 189(C), pages 288-303.
    2. Zhan, Yuanhang & Zhu, Jun & Schrader, Leland C. & Wang, Dongyi, 2023. "Modeling and optimization of bioenergy production from co-digestion of poultry litter with wheat straw in anaerobic sequencing batch reactor: Response surface methodology and artificial neural network," Applied Energy, Elsevier, vol. 345(C).
    3. Zhongming Wu & Jianxin Deng & Tuanwei Zhao & Yang Zhou & Yongfu Kang & Xiangxiang Bai & Fei Hong & Longfei Fu & Gensheng Li & Zhiyi Zhang & Weiming Guan, 2024. "Transforming Mining Waste to Wealth: A Novel Process for the Sustainable Recovery and Utilization of Iron Tailings through HCl Leaching and MOFs Absorption," Sustainability, MDPI, vol. 16(5), pages 1-18, February.
    4. Noonari, Altaf Alam & Mahar, Rasool Bux & Sahito, Abdul Razaque & Brohi, Khan Muhammad, 2020. "Effects of isolated fungal pretreatment on bio-methane production through the co-digestion of rice straw and buffalo dung," Energy, Elsevier, vol. 206(C).
    5. Agnieszka Kasprzycka & Jan Kuna, 2018. "Methodical Aspects of Biogas Production in Small-Volume Bioreactors in Laboratory Investigations," Energies, MDPI, vol. 11(6), pages 1-10, May.
    6. Graciela M. L. Ruiz-Aguilar & Juan H. Martínez-Martínez & Rogelio Costilla-Salazar & Sarai Camarena-Martínez, 2023. "Using Central Composite Design to Improve Methane Production from Anaerobic Digestion of Tomato Plant Waste," Energies, MDPI, vol. 16(14), pages 1-15, July.

    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. Wipa Prapinagsorn & Sureewan Sittijunda & Alissara Reungsang, 2017. "Co-Digestion of Napier Grass and Its Silage with Cow Dung for Bio-Hydrogen and Methane Production by Two-Stage Anaerobic Digestion Process," Energies, MDPI, vol. 11(1), pages 1-16, December.
    2. Mariana Ferdeș & Mirela Nicoleta Dincă & Georgiana Moiceanu & Bianca Ștefania Zăbavă & Gigel Paraschiv, 2020. "Microorganisms and Enzymes Used in the Biological Pretreatment of the Substrate to Enhance Biogas Production: A Review," Sustainability, MDPI, vol. 12(17), pages 1-26, September.
    3. Wipa Prapinagsorn & Sureewan Sittijunda & Alissara Reungsang, 2017. "Co-Digestion of Napier Grass and Its Silage with Cow Dung for Methane Production," Energies, MDPI, vol. 10(10), pages 1-20, October.
    4. Alessandra Cesaro & Vincenzo Belgiorno, 2015. "Combined Biogas and Bioethanol Production: Opportunities and Challenges for Industrial Application," Energies, MDPI, vol. 8(8), pages 1-24, August.
    5. Kumar, Subodh & Gandhi, Paras & Yadav, Monika & Paritosh, Kunwar & Pareek, Nidhi & Vivekanand, Vivekanand, 2019. "Weak alkaline treatment of wheat and pearl millet straw for enhanced biogas production and its economic analysis," Renewable Energy, Elsevier, vol. 139(C), pages 753-764.
    6. Ezeilo, Uchenna R. & Wahab, Roswanira Abdul & Mahat, Naji Arafat, 2020. "Optimization studies on cellulase and xylanase production by Rhizopus oryzae UC2 using raw oil palm frond leaves as substrate under solid state fermentation," Renewable Energy, Elsevier, vol. 156(C), pages 1301-1312.
    7. Mohd Yasin, Nazlina Haiza & Maeda, Toshinari & Hu, Anyi & Yu, Chang-Ping & Wood, Thomas K., 2015. "CO2 sequestration by methanogens in activated sludge for methane production," Applied Energy, Elsevier, vol. 142(C), pages 426-434.
    8. Zareei, Samira, 2018. "Project scheduling for constructing biogas plant using critical path method," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 756-759.
    9. Zhao, Xinyue & Chen, Heng & Zheng, Qiwei & Liu, Jun & Pan, Peiyuan & Xu, Gang & Zhao, Qinxin & Jiang, Xue, 2023. "Thermo-economic analysis of a novel hydrogen production system using medical waste and biogas with zero carbon emission," Energy, Elsevier, vol. 265(C).
    10. Senghor, A. & Dioh, R.M.N. & Müller, C. & Youm, I., 2017. "Cereal crops for biogas production: A review of possible impact of elevated CO2," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 548-554.
    11. Rodriguez, Cristina & Alaswad, A. & Benyounis, K.Y. & Olabi, A.G., 2017. "Pretreatment techniques used in biogas production from grass," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P2), pages 1193-1204.
    12. Orive, M. & Cebrián, M. & Zufía, J., 2016. "Techno-economic anaerobic co-digestion feasibility study for two-phase olive oil mill pomace and pig slurry," Renewable Energy, Elsevier, vol. 97(C), pages 532-540.
    13. Du, Jing & Qian, Yuting & Xi, Yonglan & Lü, Xiwu, 2019. "Hydrothermal and alkaline thermal pretreatment at mild temperature in solid state for physicochemical properties and biogas production from anaerobic digestion of rice straw," Renewable Energy, Elsevier, vol. 139(C), pages 261-267.
    14. Tamang, Phurba & Tyagi, Vinay Kumar & Gunjyal, Neelam & Rahmani, Ali Mohammad & Singh, Rajesh & Kumar, Pradeep & Ahmed, Banafsha & Tyagi, Pooja & Banu, Rajesh & Varjani, Sunita & Kazmi, A.A., 2023. "Free nitrous acid (FNA) pretreatment enhances biomethanation of lignocellulosic agro-waste (wheat straw)," Energy, Elsevier, vol. 264(C).
    15. Dandikas, Vasilis & Heuwinkel, Hauke & Lichti, Fabian & Eckl, Thomas & Drewes, Jörg E. & Koch, Konrad, 2018. "Correlation between hydrolysis rate constant and chemical composition of energy crops," Renewable Energy, Elsevier, vol. 118(C), pages 34-42.
    16. Musaab O. El-Faroug & Fuwu Yan & Maji Luo & Richard Fiifi Turkson, 2016. "Spark Ignition Engine Combustion, Performance and Emission Products from Hydrous Ethanol and Its Blends with Gasoline," Energies, MDPI, vol. 9(12), pages 1-24, November.
    17. Lavagnolo, Maria Cristina & Girotto, Francesca & Rafieenia, Razieh & Danieli, Luciano & Alibardi, Luca, 2018. "Two-stage anaerobic digestion of the organic fraction of municipal solid waste – Effects of process conditions during batch tests," Renewable Energy, Elsevier, vol. 126(C), pages 14-20.
    18. Qu, Guangfei & Lv, Pei & Cai, Yingying & Tu, Can & Ma, Xi & Ning, Ping, 2020. "Enhanced anaerobic fermentation of dairy manure by microelectrolysis in electric and magnetic fields," Renewable Energy, Elsevier, vol. 146(C), pages 2758-2765.
    19. Awasthi, Mukesh Kumar & Ferreira, Jorge A. & Sirohi, Ranjna & Sarsaiya, Surendra & Khoshnevisan, Benyamin & Baladi, Samin & Sindhu, Raveendran & Binod, Parameswaran & Pandey, Ashok & Juneja, Ankita & , 2021. "A critical review on the development stage of biorefinery systems towards the management of apple processing-derived waste," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    20. da Silva, Francinaldo Leite & de Oliveira Campos, Alan & dos Santos, Davi Alves & Batista Magalhães, Emilianny Rafaely & de Macedo, Gorete Ribeiro & dos Santos, Everaldo Silvino, 2018. "Valorization of an agroextractive residue—Carnauba straw—for the production of bioethanol by simultaneous saccharification and fermentation (SSF)," Renewable Energy, Elsevier, vol. 127(C), pages 661-669.

    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:eee:renene:v:118:y:2018:i:c:p:368-375. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    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.