IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i5p2116-d330388.html
   My bibliography  Save this article

Response Surface Methodology to Optimize Methane Production from Mesophilic Anaerobic Co-Digestion of Oily-Biological Sludge and Sugarcane Bagasse

Author

Listed:
  • Aiban Abdulhakim Saeed Ghaleb

    (Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak Darul Ridzuan, Malaysia)

  • Shamsul Rahman Mohamed Kutty

    (Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak Darul Ridzuan, Malaysia)

  • Yeek-Chia Ho

    (Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak Darul Ridzuan, Malaysia)

  • Ahmad Hussaini Jagaba

    (Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak Darul Ridzuan, Malaysia)

  • Azmatullah Noor

    (Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak Darul Ridzuan, Malaysia)

  • Abdulnaser Mohammed Al-Sabaeei

    (Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak Darul Ridzuan, Malaysia)

  • Najib Mohammed Yahya Almahbashi

    (Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak Darul Ridzuan, Malaysia)

Abstract

Oily-biological sludge (OBS) generated from petroleum refineries has high toxicity. Therefore, it needs an appropriate disposal method to reduce the negative impacts on the environment. The anaerobic co-digestion process is an effective method that manages and converts organic waste to energy. For effective anaerobic digestion, a co-substrate would be required to provide a suitable environment for anaerobic bacteria. In oily-biological sludge, the carbon/nitrogen (C/N) ratio and volatile solids (VS) content are very low. Therefore, it needs to be digested with organic waste that has a high C/N ratio and high VS content. This study investigates the use of sugarcane bagasse (SB) as an effective co-substrate due to its high C/N ratio and high VS content to improve the anaerobic co-digestion process with oily-biological sludge. The sugarcane bagasse also helps to delay the toxicity effect of the methane bacteria. Batch anaerobic co-digestion of oily-biological sludge was conducted with sugarcane bagasse as a co-substrate in twelve reactors with two-liter capacity, each under mesophilic conditions. The interaction effect of a C/N ratio of 20-30 and a VS co-substrate/VS inoculum ratio of 0.06-0.18 on the methane yield (mL CH 4 /g VS removed ) was investigated. Before the anaerobic digestion, thermochemical pre-treatment of the inoculum and co-substrate was conducted using sodium hydroxide to balance their acidic nature and provide a suitable pH environment for methane bacteria. Design and optimization for the mixing ratios were carried out by central composite design-response surface methodology (CCD-RSM). The highest predicted methane yield was found to be 63.52 mL CH 4 /g VS removed , under optimum conditions (C/N ratio of 30 and co-substrate/inoculum ratio of 0.18).

Suggested Citation

  • Aiban Abdulhakim Saeed Ghaleb & Shamsul Rahman Mohamed Kutty & Yeek-Chia Ho & Ahmad Hussaini Jagaba & Azmatullah Noor & Abdulnaser Mohammed Al-Sabaeei & Najib Mohammed Yahya Almahbashi, 2020. "Response Surface Methodology to Optimize Methane Production from Mesophilic Anaerobic Co-Digestion of Oily-Biological Sludge and Sugarcane Bagasse," Sustainability, MDPI, vol. 12(5), pages 1-11, March.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:5:p:2116-:d:330388
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/5/2116/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/5/2116/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Francesca Demichelis & Francesco Piovano & Silvia Fiore, 2019. "Biowaste Management in Italy: Challenges and Perspectives," Sustainability, MDPI, vol. 11(15), pages 1-21, August.
    2. Surendra, K.C. & Takara, Devin & Hashimoto, Andrew G. & Khanal, Samir Kumar, 2014. "Biogas as a sustainable energy source for developing countries: Opportunities and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 846-859.
    3. 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.
    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. Btissam Niya & Kaoutar Yaakoubi & Salah Eddine Azaroual & Fatima Zahra Beraich & Moha Arouch & Issam Meftah Kadmiri, 2023. "Anaerobic Digestion of Agricultural Waste Using Microbial Inocula: Performance and Characterization of Bacterial Communities Using 16S rRNA Sequencing Approach," Energies, MDPI, vol. 16(8), pages 1-15, April.
    2. Wen Zhang & Qinghe Yuan & Shun Jia & Zhaojun (Steven) Li & Xianhui Yin, 2021. "Multi-Objective Optimization of Forth Flotation Process: An Application in Gold Ore," Sustainability, MDPI, vol. 13(15), pages 1-16, July.
    3. Krystyna Lelicińska-Serafin & Piotr Manczarski & Anna Rolewicz-Kalińska, 2023. "An Insight into Post-Consumer Food Waste Characteristics as the Key to an Organic Recycling Method Selection in a Circular Economy," Energies, MDPI, vol. 16(4), pages 1-13, February.
    4. Jasmine Sie Ming Tiong & Yi Jing Chan & Jun Wei Lim & Mardawani Mohamad & Chii-Dong Ho & Anisa Ur Rahmah & Worapon Kiatkittipong & Wipoo Sriseubsai & Izumi Kumakiri, 2021. "Simulation and Optimization of Anaerobic Co-Digestion of Food Waste with Palm Oil Mill Effluent for Biogas Production," Sustainability, MDPI, vol. 13(24), pages 1-22, December.
    5. Mubarak Usman Kankia & Lavania Baloo & Nasiru Danlami & Noor Amila Zawawi & Abosede Bello & Sadiq Ibrahim Muhammad, 2023. "Microstructural Analysis and Compressive Strength of Fly Ash and Petroleum Sludge Ash Geopolymer Mortar under High Temperatures," Sustainability, MDPI, vol. 15(12), pages 1-14, June.
    6. Khan, Nawaz & Ahmad, Anees & Sharma, Vikas & Saha, Amal Krishna & Pandey, Ashok & Chaturvedi Bhargava, Preeti, 2022. "An integrative study for efficient removal of hazardous azo dye using microbe-immobilized cow dung biochar in a continuous packed bed reactor," Renewable Energy, Elsevier, vol. 200(C), pages 1589-1601.
    7. Najib Mohammed Yahya Al-Mahbashi & Shamsul Rahman Mohamed Kutty & Muhammad Roil Bilad & Nurul Huda & Rovina Kobun & Azmatullah Noor & Ahmad Hussaini Jagaba & Ahmed Al-Nini & Aiban Abdulhakim Saeed Gha, 2022. "Bench-Scale Fixed-Bed Column Study for the Removal of Dye-Contaminated Effluent Using Sewage-Sludge-Based Biochar," Sustainability, MDPI, vol. 14(11), pages 1-16, 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. Patel, Sanjay K.S. & Das, Devashish & Kim, Sun Chang & Cho, Byung-Kwan & Kalia, Vipin Chandra & Lee, Jung-Kul, 2021. "Integrating strategies for sustainable conversion of waste biomass into dark-fermentative hydrogen and value-added products," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
    2. 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.
    3. Luo, Tao & Khoshnevisan, Benyamin & Huang, Ruyi & Chen, Qiu & Mei, Zili & Pan, Junting & Liu, Hongbin, 2020. "Analysis of revolution in decentralized biogas facilities caused by transition in Chinese rural areas," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    4. Shirzad, Mohammad & Kazemi Shariat Panahi, Hamed & Dashti, Behrouz B. & Rajaeifar, Mohammad Ali & Aghbashlo, Mortaza & Tabatabaei, Meisam, 2019. "A comprehensive review on electricity generation and GHG emission reduction potentials through anaerobic digestion of agricultural and livestock/slaughterhouse wastes in Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 571-594.
    5. M'Arimi, M.M. & Mecha, C.A. & Kiprop, A.K. & Ramkat, R., 2020. "Recent trends in applications of advanced oxidation processes (AOPs) in bioenergy production: Review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    6. Wang, Hanxi & Xu, Jianling & Sheng, Lianxi, 2019. "Study on the comprehensive utilization of city kitchen waste as a resource in China," Energy, Elsevier, vol. 173(C), pages 263-277.
    7. Katarzyna Ignatowicz & Gabriel Filipczak & Barbara Dybek & Grzegorz Wałowski, 2023. "Biogas Production Depending on the Substrate Used: A Review and Evaluation Study—European Examples," Energies, MDPI, vol. 16(2), pages 1-17, January.
    8. Hynek Roubík & Jana Mazancová & Phung Le Dinh & Dung Dinh Van & Jan Banout, 2018. "Biogas Quality across Small-Scale Biogas Plants: A Case of Central Vietnam," Energies, MDPI, vol. 11(7), pages 1-12, July.
    9. Kumar, Aman & Singh, Ekta & Mishra, Rahul & Lo, Shang Lien & Kumar, Sunil, 2023. "Global trends in municipal solid waste treatment technologies through the lens of sustainable energy development opportunity," Energy, Elsevier, vol. 275(C).
    10. Ricardo Situmeang & Jana Mazancová & Hynek Roubík, 2022. "Technological, Economic, Social and Environmental Barriers to Adoption of Small-Scale Biogas Plants: Case of Indonesia," Energies, MDPI, vol. 15(14), pages 1-16, July.
    11. Zhang, Weishi & Xu, Ying & Wang, Can & Streets, David G., 2022. "Assessment of the driving factors of CO2 mitigation costs of household biogas systems in China: A LMDI decomposition with cost analysis model," Renewable Energy, Elsevier, vol. 181(C), pages 978-989.
    12. Garfí, Marianna & Martí-Herrero, Jaime & Garwood, Anna & Ferrer, Ivet, 2016. "Household anaerobic digesters for biogas production in Latin America: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 599-614.
    13. Kozarac, Darko & Taritas, Ivan & Vuilleumier, David & Saxena, Samveg & Dibble, Robert W., 2016. "Experimental and numerical analysis of the performance and exhaust gas emissions of a biogas/n-heptane fueled HCCI engine," Energy, Elsevier, vol. 115(P1), pages 180-193.
    14. Bär, Roger & Reinhard, Jürgen & Ehrensperger, Albrecht & Kiteme, Boniface & Mkunda, Thomas & Wymann von Dach, Susanne, 2021. "The future of charcoal, firewood, and biogas in Kitui County and Kilimanjaro Region: Scenario development for policy support," Energy Policy, Elsevier, vol. 150(C).
    15. Daniela Szymańska & Aleksandra Lewandowska, 2015. "Biogas Power Plants in Poland—Structure, Capacity, and Spatial Distribution," Sustainability, MDPI, vol. 7(12), pages 1-19, December.
    16. Laura Brenes-Peralta & María F. Jiménez-Morales & Rooel Campos-Rodríguez & Fabio De Menna & Matteo Vittuari, 2020. "Decision-Making Process in the Circular Economy: A Case Study on University Food Waste-to-Energy Actions in Latin America," Energies, MDPI, vol. 13(9), pages 1-25, May.
    17. Li, Changjiang & Liao, Yuncheng & Wen, Xiaoxia & Wang, Yangfeng & Yang, Fei, 2015. "The development and countermeasures of household biogas in northwest grain for green project areas of China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 835-846.
    18. Francis Kemausuor & Muyiwa S. Adaramola & John Morken, 2018. "A Review of Commercial Biogas Systems and Lessons for Africa," Energies, MDPI, vol. 11(11), pages 1-21, November.
    19. Singh, N.B. & Kumar, Ashwani & Rai, Sarita, 2014. "Potential production of bioenergy from biomass in an Indian perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 65-78.
    20. Hagos, Kiros & Zong, Jianpeng & Li, Dongxue & Liu, Chang & Lu, Xiaohua, 2017. "Anaerobic co-digestion process for biogas production: Progress, challenges and perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 1485-1496.

    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:jsusta:v:12:y:2020:i:5:p:2116-:d:330388. 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.