2023
DOI: 10.1016/j.fuel.2022.126456
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Biogas generation from biomass as a cleaner alternative towards a circular bioeconomy: Artificial intelligence, challenges, and future insights

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Cited by 32 publications
(10 citation statements)
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“…Methanogenic bacteria that participate in the fermentation process are sensitive to the pH of the environment. Methanogenic bacteria and other anaerobic organisms usually perform best in environments with a pH of 8-8.6 (Wang et al, 2023;Xie et al, 2023). During the experiments, the materials inside the digesters were sampled and the pH level was measured, and the results were reported in Fig.…”
Section: Ph Changesmentioning
confidence: 99%
“…Methanogenic bacteria that participate in the fermentation process are sensitive to the pH of the environment. Methanogenic bacteria and other anaerobic organisms usually perform best in environments with a pH of 8-8.6 (Wang et al, 2023;Xie et al, 2023). During the experiments, the materials inside the digesters were sampled and the pH level was measured, and the results were reported in Fig.…”
Section: Ph Changesmentioning
confidence: 99%
“…Another promising direction in the transformation of Miscanthus into biofuel is the pretreatment of Miscanthus biomass followed by methane fermentation in order to generate biogas [ 44 , 56 , 57 , 58 ]. Dębowski et al [ 59 ] reported a study in which microalgae biomass and Miscanthus giganteus were co-fermented.…”
Section: Miscanthus In Energy Productionmentioning
confidence: 99%
“…In AD biogas technology, organic wastes are decomposed in a closed vessel or compartment by different microbial consortia in an oxygen-free environment that produces biogas and digestate slurry, which can be used as an energy source and an organic fertilizer, respectively [2]. Biogas generally consists of 50%-70% CH 4 , 30%-40% carbon dioxide (CO 2 ), and other trace gases, including hydrogen sulfide; however, biogas composition varies depending on the substrate used [3]. The AD process is accomplished with four steps of organic waste degradation and byproduct utilization: hydrolysis, acidogenesis, acetogenesis, and methanogenesis [4].…”
Section: Introductionmentioning
confidence: 99%
“…Temperature is one of the key operational parameters affecting the performance of AD. Depending on the temperature range, the AD process is categorized as thermophilic (45 • C-65 • C), mesophilic (30 • C-40 • C), and psychrophilic (10 • C-25 • C or <25 • C) [3], with mesophilic as the optimum range for biogas production [5]. A low process temperature normally reduces microbial activity during the AD process, resulting in reduced biogas production.…”
Section: Introductionmentioning
confidence: 99%