Optimization and prediction of biogas yield from pretreated Ulva Intestinalis Linnaeus applying statistical-based regression approach and machine learning algorithms
Author
Abstract
Suggested Citation
DOI: 10.1016/j.renene.2024.121347
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- 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.
- Mohamed A. Hassaan & Ahmed El Nemr & Marwa R. Elkatory & Ahmed Eleryan & Safaa Ragab & Amany El Sikaily & Antonio Pantaleo, 2021. "Enhancement of Biogas Production from Macroalgae Ulva latuca via Ozonation Pretreatment," Energies, MDPI, vol. 14(6), pages 1-16, March.
- Montingelli, M.E. & Benyounis, K.Y. & Quilty, B. & Stokes, J. & Olabi, A.G., 2017. "Influence of mechanical pretreatment and organic concentration of Irish brown seaweed for methane production," Energy, Elsevier, vol. 118(C), pages 1079-1089.
- 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.
- Gil, A. & Siles, J.A. & Martín, M.A. & Chica, A.F. & Estévez-Pastor, F.S. & Toro-Baptista, E., 2018. "Effect of microwave pretreatment on semi-continuous anaerobic digestion of sewage sludge," Renewable Energy, Elsevier, vol. 115(C), pages 917-925.
- Kehinde O. Olatunji & Daniel M. Madyira & Noor A. Ahmed & Oyetola Ogunkunle, 2022. "Effect of Combined Particle Size Reduction and Fe 3 O 4 Additives on Biogas and Methane Yields of Arachis hypogea Shells at Mesophilic Temperature," Energies, MDPI, vol. 15(11), pages 1-15, May.
- Kwietniewska, Ewa & Tys, Jerzy, 2014. "Process characteristics, inhibition factors and methane yields of anaerobic digestion process, with particular focus on microalgal biomass fermentation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 491-500.
- McKennedy, Janet & Sherlock, Orla, 2015. "Anaerobic digestion of marine macroalgae: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1781-1790.
- Tedesco, S. & Benyounis, K.Y. & Olabi, A.G., 2013. "Mechanical pretreatment effects on macroalgae-derived biogas production in co-digestion with sludge in Ireland," Energy, Elsevier, vol. 61(C), pages 27-33.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Vladimir Bukhtoyarov & Vadim Tynchenko & Kirill Bashmur & Oleg Kolenchukov & Vladislav Kukartsev & Ivan Malashin, 2024. "Fuzzy Neural Network Applications in Biomass Gasification and Pyrolysis for Biofuel Production: A Review," Energies, MDPI, vol. 18(1), pages 1-25, December.
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.- Enrique Salgado-Hernández & Ángel Isauro Ortiz-Ceballos & Sergio Martínez-Hernández & Erik Samuel Rosas-Mendoza & Ana Elena Dorantes-Acosta & Andrea Alvarado-Vallejo & Alejandro Alvarado-Lassman, 2022. "Methane Production of Sargassum spp. Biomass from the Mexican Caribbean: Solid–Liquid Separation and Component Distribution," IJERPH, MDPI, vol. 20(1), pages 1-13, December.
- Yiru Zhao & Nathalie Bourgougnon & Jean-Louis Lanoisellé & Thomas Lendormi, 2022. "Biofuel Production from Seaweeds: A Comprehensive Review," Energies, MDPI, vol. 15(24), pages 1-34, December.
- Intaramas, Kanpichcha & Jonglertjunya, Woranart & Laosiripojana, Navadol & Sakdaronnarong, Chularat, 2018. "Selective conversion of cassava mash to glucose using solid acid catalysts by sequential solid state mixed-milling reaction and thermo-hydrolysis," Energy, Elsevier, vol. 149(C), pages 837-847.
- Tamilarasan, K. & Kavitha, S. & Selvam, Ammaiyappan & Rajesh Banu, J. & Yeom, Ick Tae & Nguyen, Dinh Duc & Saratale, Ganesh Dattatraya, 2018. "Cost-effective, low thermo-chemo disperser pretreatment for biogas production potential of marine macroalgae Chaetomorpha antennina," Energy, Elsevier, vol. 163(C), pages 533-545.
- Tabassum, Muhammad Rizwan & Xia, Ao & Murphy, Jerry D., 2017. "Comparison of pre-treatments to reduce salinity and enhance biomethane yields of Laminaria digitata harvested in different seasons," Energy, Elsevier, vol. 140(P1), pages 546-551.
- Alvydas Zagorskis & Akvilė Gotovskienė & Vladimir Monin, 2023. "Quality Assessment of Biogas-Producing Macroalgae from Azov Sea and Šventoji River," Sustainability, MDPI, vol. 15(19), pages 1-17, October.
- Jain, Siddharth & Jain, Shivani & Wolf, Ingo Tim & Lee, Jonathan & Tong, Yen Wah, 2015. "A comprehensive review on operating parameters and different pretreatment methodologies for anaerobic digestion of municipal solid waste," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 142-154.
- Elalami, D. & Carrere, H. & Monlau, F. & Abdelouahdi, K. & Oukarroum, A. & Barakat, A., 2019. "Pretreatment and co-digestion of wastewater sludge for biogas production: Recent research advances and trends," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
- Rodriguez, C. & Alaswad, A. & El-Hassan, Z. & Olabi, A.G., 2018. "Improvement of methane production from P. canaliculata through mechanical pretreatment," Renewable Energy, Elsevier, vol. 119(C), pages 73-78.
- Kouhgardi, Esmaeil & Zendehboudi, Sohrab & Mohammadzadeh, Omid & Lohi, Ali & Chatzis, Ioannis, 2023. "Current status and future prospects of biofuel production from brown algae in North America: Progress and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 172(C).
- Wang, Hanxi & Xu, Jianling & Sheng, Lianxi & Liu, Xuejun, 2018. "Effect of addition of biogas slurry for anaerobic fermentation of deer manure on biogas production," Energy, Elsevier, vol. 165(PB), pages 411-418.
- Rodriguez, Cristina & Alaswad, Abed & El-Hassan, Zaki & Olabi, Abdul G., 2018. "Waste paper and macroalgae co-digestion effect on methane production," Energy, Elsevier, vol. 154(C), pages 119-125.
- Anahita Rabii & Saad Aldin & Yaser Dahman & Elsayed Elbeshbishy, 2019. "A Review on Anaerobic Co-Digestion with a Focus on the Microbial Populations and the Effect of Multi-Stage Digester Configuration," Energies, MDPI, vol. 12(6), pages 1-25, March.
- Mohamed A. Hassaan & Ahmed El Nemr & Marwa R. Elkatory & Ahmed Eleryan & Safaa Ragab & Amany El Sikaily & Antonio Pantaleo, 2021. "Enhancement of Biogas Production from Macroalgae Ulva latuca via Ozonation Pretreatment," Energies, MDPI, vol. 14(6), pages 1-16, March.
- Eun-Young Park & Jung-Kyu Park, 2021. "Sequential Hydrothermal HCl Pretreatment and Enzymatic Hydrolysis of Saccharina japonica Biomass," Energies, MDPI, vol. 14(23), pages 1-9, December.
- Stanislaus, Mishma S. & Zhang, Nan & Zhao, Chenyu & Zhu, Qi & Li, Dawei & Yang, Yingnan, 2017. "Ipomoea aquatica as a new substrate for enhanced biohydrogen production by using digested sludge as inoculum," Energy, Elsevier, vol. 118(C), pages 264-271.
- Siswo Sumardiono & Gebyar Adisukmo & Muthia Hanif & Budiyono Budiyono & Heri Cahyono, 2021. "Effects of Pretreatment and Ratio of Solid Sago Waste to Rumen on Biogas Production through Solid-State Anaerobic Digestion," Sustainability, MDPI, vol. 13(13), pages 1-11, July.
- Chen, Yi-di & Li, Suping & Ho, Shih-Hsin & Wang, Chengyu & Lin, Yen-Chang & Nagarajan, Dillirani & Chang, Jo-Shu & Ren, Nan-qi, 2018. "Integration of sludge digestion and microalgae cultivation for enhancing bioenergy and biorefinery," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 76-90.
- Neves, Viviane T. de C. & Sales, Emerson Andrade & Perelo, Louisa W., 2016. "Influence of lipid extraction methods as pre-treatment of microalgal biomass for biogas production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 160-165.
- Georgia-Christina Mitraka & Konstantinos N. Kontogiannopoulos & Maria Batsioula & George F. Banias & Anastasios I. Zouboulis & Panagiotis G. Kougias, 2022. "A Comprehensive Review on Pretreatment Methods for Enhanced Biogas Production from Sewage Sludge," Energies, MDPI, vol. 15(18), pages 1-56, September.
More about this item
Keywords
Biogas yield; Anaerobic digestion; Pretreatment process; AI-based models; Error;All these keywords.
Statistics
Access and download statisticsCorrections
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:235:y:2024:i:c:s0960148124014150. 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.