Application of modern approaches to the synthesis of biohydrogen from organic waste

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dc.authoridSHARMA, PRABHAKAR/0000-0002-7585-6693en_US
dc.authoridJain, Akshay/0000-0001-6928-2518en_US
dc.authoridPau Loke, Show/0000-0002-0913-5409en_US
dc.authoridKhoo, Kuan Shiong/0000-0002-5369-2675en_US
dc.authoridDeepanraj, B/0000-0001-8986-6692en_US
dc.authorscopusid58961316700en_US
dc.authorscopusid57944457700en_US
dc.authorscopusid56330335100en_US
dc.authorscopusid37110675700en_US
dc.authorscopusid47861451300en_US
dc.authorscopusid54783205700en_US
dc.authorscopusid57202959651en_US
dc.authorwosidSHARMA, PRABHAKAR/ISU-9669-2023en_US
dc.authorwosidJain, Akshay/JED-3421-2023en_US
dc.authorwosidKhoo, Kuan Shiong/AAT-4901-2020en_US
dc.authorwosidPau Loke, Show/A-7953-2015en_US
dc.authorwosidDeepanraj, B/L-9742-2013en_US
dc.contributor.authorSharma, Prabhakar
dc.contributor.authorJain, Akshay
dc.contributor.authorBora, Bhaskor Jyoti
dc.contributor.authorBalakrishnan, Deepanraj
dc.contributor.authorShow, Pau Loke
dc.contributor.authorRamaraj, Rameshprabu
dc.contributor.authorAgbulut, Umit
dc.date.accessioned2024-08-23T16:04:44Z
dc.date.available2024-08-23T16:04:44Z
dc.date.issued2023en_US
dc.departmentDüzce Üniversitesien_US
dc.description.abstractHydrogen production with the use of biological processes and renewable feedstock may be considered an economical and sustainable alternative fuel. The high calorific value and zero emission in the production of biohydrogen make it the best possible source for energy security and environmental sustainability. Solar energy, microorganisms, and feedstock such as organic waste and lignocellulosic biomasses of different feedstock are the only requirements of biohydrogen production along with specific environmental conditions for the growth of microorganisms. Hydrogen is also named as 'fuel of the future'. This study presents different pathways of biohydrogen production. Because of breakthroughs in R & D, biohydrogen has been elevated to the status of a viable biofuel for the future. However, significant problems such as the cost of preprocessing, oxygen-hypersensitive enzymes, a lack of uniform light illumination for photobiological processes, and other expenses requiring intensification process limits are faced throughout the biohydrogen production process. Despite concerns regarding nanoparticle (NP) toxicity at higher concentrations, proper NP concentrations may improve hydrogen production dramatically by dissolving the substrates for bacterial hydrogen transformation. The data-driven Machine Learning (ML) model allows for quick response approximation for fermentative biohydrogen production while accounting for non-linear interactions between input variables. Scaling up biohydrogen production for future commercial-scale applications requires combining cost-benefit evaluations and life cycle effects with machine learning. & COPY; 2023 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.ijhydene.2023.03.029
dc.identifier.endpage21213en_US
dc.identifier.issn0360-3199
dc.identifier.issn1879-3487
dc.identifier.issue55en_US
dc.identifier.scopus2-s2.0-85151663314en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage21189en_US
dc.identifier.urihttps://doi.org/10.1016/j.ijhydene.2023.03.029
dc.identifier.urihttps://hdl.handle.net/20.500.12684/14343
dc.identifier.volume48en_US
dc.identifier.wosWOS:001023307700001en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofInternational Journal of Hydrogen Energyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBiohydrogen productionen_US
dc.subjectHydrogen generationen_US
dc.subjectMachine learningen_US
dc.subjectMicrobial electrolysis cellen_US
dc.subjectNanotechnologyen_US
dc.subjectFermentative Hydrogen-Productionen_US
dc.subjectMicrobial Electrolysis Cellsen_US
dc.subjectOil Mill Effluenten_US
dc.subjectAnaerobic Mixed Microfloraen_US
dc.subjectPhoto-Fermentationen_US
dc.subjectDark Fermentationen_US
dc.subjectPhotosynthetic Bacteriaen_US
dc.subjectPretreatment Methodsen_US
dc.subjectBatch Fermentationen_US
dc.subjectVegetable Wastesen_US
dc.titleApplication of modern approaches to the synthesis of biohydrogen from organic wasteen_US
dc.typeArticleen_US

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