Special Issue "Progress in Microalgal Biotechnology and Sustainable Applications"

A special issue of Fermentation (ISSN 2311-5637). This special issue belongs to the section "Industrial Fermentation".

Deadline for manuscript submissions: closed (30 June 2023) | Viewed by 1808

Special Issue Editors

Algae Bioseparation Research Laboratory, Department of Chemical Engineering and Materials Science, Yuan Ze University, Taoyuan, Taiwan
Interests: microalgae technology; upstream and downstream bioprocessing; biochemical engineering; environmental engineering; bioremediation
Department of Environmental Engineering, Kyungpook National University, Daegu 41566, Republic of Korea
Interests: environmental microbiology: biotechnology; microalgae; antibacterial activity; bioremediation

Special Issue Information

Dear Colleagues,

A tremendous amount of research specifically on microalgae has claimed that these tiny organisms have great potential for creating clean energy known as biofuels and high-valuable bioproducts (e.g., biofertilizers, bioplastics, supplements and aquafeed), and for mitigating environmental-related issues (e.g., as a bioadsorbent, biochar, and soil-mediated agent). Although microalgae show great potential as a renewable source, how far are we from making the commercial use of microalgae a reality?

When considering these benefits, we must also address the hurdles that remain. the cost to sustain the biorefinery process from upstream to downstream processing is unrealistic. Meanwhile, the inappropriate disposal of microalgae after their utilization could lead to lethal algal bloom that will directly impact the ecosystem and cause unnecessary harm to aquatic microorganisms. In addition, these blooms consist of blue-green algae (i.e., cyanobacteria), which may pose toxic effects toward marine life and can even cause harm when consumed by humans. Therefore, it is essential to address these shortcomings to mitigate the complications concerning these factors in future algae research. By creating low-cost bioprocesses and sustainable solutions to reduce the environmental burden from issues such as algal bloom and harmful algae associated with microalgae biomass disposal, microalgae biomass will become a part of the circular bioeconomy.

Within this context, this Special Issue is devoted to exploiting microalgae biomass as a useful resource through sustainable initiatives to mitigate the arising environmental and other ecological problems. This thematic Special Issue highlights the recent advancements in microalgae biomass and value-added bioproduct production, with a special focus on the challenges and future outlooks of sustainable ecological initiatives meant to protect the environment.

Dr. Kuan Shiong Khoo
Dr. Muthusamy Govarthanan
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Fermentation is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • microalgae technology
  • upstream cultivation
  • downstream bioprocessing
  • advanced conversion technologies
  • biorefineries
  • circular bioeconomy and waste valorisation
  • bioremediation
  • environmental management
  • technoeconomic feasibility
  • ecological initiatives
  • artificial intelligence in algae processing

Published Papers (1 paper)

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Review

12 pages, 1118 KiB  
Review
A Review Unveiling Various Machine Learning Algorithms Adopted for Biohydrogen Productions from Microalgae
Fermentation 2023, 9(3), 243; https://doi.org/10.3390/fermentation9030243 - 02 Mar 2023
Cited by 4 | Viewed by 1328
Abstract
Biohydrogen production from microalgae is a potential alternative energy source that is now intensively being researched. The complex natures of the biological processes involved have afflicted the accuracy of traditional modelling and optimization, besides being costly. Accordingly, machine learning algorithms have been employed [...] Read more.
Biohydrogen production from microalgae is a potential alternative energy source that is now intensively being researched. The complex natures of the biological processes involved have afflicted the accuracy of traditional modelling and optimization, besides being costly. Accordingly, machine learning algorithms have been employed to overcome setbacks, as these approaches have the capability to predict nonlinear interactions and handle multivariate data from microalgal biohydrogen studies. Thus, the review focuses on revealing the recent applications of machine learning techniques in microalgal biohydrogen production. The working principles of random forests, artificial neural networks, support vector machines, and regression algorithms are covered. The applications of these techniques are analyzed and compared for their effectiveness, advantages and disadvantages in the relationship studies, classification of results, and prediction of microalgal hydrogen production. These techniques have shown great performance despite limited data sets that are complex and nonlinear. However, the current techniques are still susceptible to overfitting, which could potentially reduce prediction performance. These could be potentially resolved or mitigated by comparing the methods, should the input data be limited. Full article
(This article belongs to the Special Issue Progress in Microalgal Biotechnology and Sustainable Applications)
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