Engineering Microbial Metabolism For Chemical Synthesis Reviews And Perspectives

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Engineering Microbial Metabolism For Chemical Synthesis: Reviews And Perspectives

Author : Yajun Yan
Publisher : World Scientific
ISBN 13 : 1786344319
Total Pages : 270 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Engineering Microbial Metabolism For Chemical Synthesis: Reviews And Perspectives by : Yajun Yan

Download or read book Engineering Microbial Metabolism For Chemical Synthesis: Reviews And Perspectives written by Yajun Yan and published by World Scientific. This book was released on 2017-12-26 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microbial metabolism refers to how microbes obtain energy and nutrients needed to live and reproduce. Its uses in chemical synthesis are multiple, and, when engineered, can provide reliable and reproducible reactions for application in industrial or biogeochemical processes.This book provides expert reviews and perspectives on how to engineer microbial metabolism for chemical synthesis. Major metabolic pathways or networks in microbial systems, including glycolysis, citric acid and photosynthesis, are briefly summarized. Following this, the metabolic engineering efforts of extending these pathways and networks for the biosynthesis of various chemicals are reviewed with the emphasis on the biochemical reactions and engineering strategies. The potential of these pathways for further metabolic engineering are also discussed. From graduate to professional level, cellular metabolism and metabolic engineering applications are introduced to the readers gradually and systematically, making it perfect for students, researchers and practitioners of chemistry, biochemistry and metabolic engineering.

Metabolic Engineering

Author : Sang Yup Lee
Publisher : John Wiley & Sons
ISBN 13 : 352782345X
Total Pages : 1075 pages
Book Rating : 4.5/5 (278 download)

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Book Synopsis Metabolic Engineering by : Sang Yup Lee

Download or read book Metabolic Engineering written by Sang Yup Lee and published by John Wiley & Sons. This book was released on 2021-06-02 with total page 1075 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn more about foundational and advanced topics in metabolic engineering in this comprehensive resource edited by leaders in the field Metabolic Engineering: Concepts and Applications delivers a one-stop resource for readers seeking a complete description of the concepts, models, and applications of metabolic engineering. This guide offers practical insights into the metabolic engineering of major cell lines, including E. Coli, Bacillus and Yarrowia Lipolytica, and organisms, including human, animal, and plant). The distinguished editors also offer readers resources on microbiome engineering and the use of metabolic engineering in bioremediation. Written in two parts, Metabolic Engineering begins with the essential models and strategies of the field, like Flux Balance Analysis, Quantitative Flux Analysis, and Proteome Constrained Models. It also provides an overview of topics like Pathway Design, Metabolomics, and Genome Editing of Bacteria and Eukarya. The second part contains insightful descriptions of the practical applications of metabolic engineering, including specific examples that shed light on the topics within. In addition to subjects like the metabolic engineering of animals, humans, and plants, you’ll learn more about: Metabolic engineering concepts and a historical perspective on their development The different modes of analysis, including flux balance analysis and quantitative flux analysis An illuminating and complete discussion of the thermodynamics of metabolic pathways The Genome architecture of E. coli, as well as genome editing of both bacteria and eukarya An in-depth treatment of the application of metabolic engineering techniques to organisms including corynebacterial, bacillus, and pseudomonas, and more Perfect for students of biotechnology, bioengineers, and biotechnologists, Metabolic Engineering: Concepts and Applications also has a place on the bookshelves of research institutes, biotechnological institutes and industry labs, and university libraries. It's comprehensive treatment of all relevant metabolic engineering concepts, models, and applications will be of use to practicing biotechnologists and bioengineers who wish to solidify their understanding of the field.

Metabolic Engineering for Bioprocess Commercialization

Author : Stephen Van Dien
Publisher : Springer
ISBN 13 : 3319419668
Total Pages : 124 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Metabolic Engineering for Bioprocess Commercialization by : Stephen Van Dien

Download or read book Metabolic Engineering for Bioprocess Commercialization written by Stephen Van Dien and published by Springer. This book was released on 2016-07-16 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume reviews the current metabolic engineering tools and technologies from a practical point of view, and guides researchers as they overcome challenges at various stages of organism and bioprocess development. Microbes have been engineered to produce a variety of industrial products such as fuels, basic chemicals, fine chemicals, nutritional supplements, and pharmaceutical intermediates, and new tools such as gene synthesis, advanced cloning techniques, ‘omics’ analysis, and mathematical modeling have greatly accelerated the pace of innovation in the field. Written by leading experts in the field from both academia and industry, key topics include synthetic biology, pathway engineering, metabolic flux manipulation, adaptive evolution, and fermentation process scale-up. It is suitable for non-specialists, and is a valuable resource for anyone embarking on the exciting path to harnessing the metabolic potential of microorganisms.

Metabolic Engineering

Author : Jens Nielsen
Publisher : Springer
ISBN 13 : 3540453008
Total Pages : 193 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Metabolic Engineering by : Jens Nielsen

Download or read book Metabolic Engineering written by Jens Nielsen and published by Springer. This book was released on 2003-07-03 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Metabolic engineering is a rapidly evolving field that is being applied for the optimization of many different industrial processes. In this issue of Advances in Biochemical Engineering/Biotechnology, developments in different areas of metabolic engineering are reviewed. The contributions discuss the application of metabolic engineering in the improvement of yield and productivity - illustrated by amino acid production and the production of novel compounds - in the production of polyketides and extension of the substrate range - and in the engineering of S. cerevisiae for xylose metabolism, and the improvement of a complex biotransformation process.

Cyanobacteria Biotechnology

Author : Paul Hudson
Publisher : John Wiley & Sons
ISBN 13 : 3527824928
Total Pages : 560 pages
Book Rating : 4.5/5 (278 download)

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Book Synopsis Cyanobacteria Biotechnology by : Paul Hudson

Download or read book Cyanobacteria Biotechnology written by Paul Hudson and published by John Wiley & Sons. This book was released on 2021-04-20 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unites a biological and a biotechnological perspective on cyanobacteria, and includes the industrial aspects and applications of cyanobacteria Cyanobacteria Biotechnology offers a guide to the interesting and useful features of cyanobacteria metabolism that keeps true to a biotechnology vision. In one volume the book brings together both biology and biotechnology to illuminate the core acpects and principles of cyanobacteria metabolism. Designed to offer a practical approach to the metabolic engineering of cyanobacteria, the book contains relevant examples of how this metabolic "module" is currently being engineered and how it could be engineered in the future. The author includes information on the requirements and real-world experiences of the industrial applications of cyanobacteria. This important book: Brings together biology and biotechnology in order to gain insight into the industrial relevant topic of cyanobacteria Introduces the key aspects of the metabolism of cyanobacteria Presents a grounded, practical approach to the metabolic engineering of cyanobacteria Offers an analysis of the requirements and experiences for industrial cyanobacteria Provides a framework for readers to design their own processes Written for biotechnologists, microbiologists, biologists, biochemists, Cyanobacteria Biotechnology provides a systematic and clear volume that brings together the biological and biotechnological perspective on cyanobacteria.

Microbial Cell Factories Engineering for Production of Biomolecules

Author : Vijai Singh
Publisher : Academic Press
ISBN 13 : 0128214783
Total Pages : 490 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Microbial Cell Factories Engineering for Production of Biomolecules by : Vijai Singh

Download or read book Microbial Cell Factories Engineering for Production of Biomolecules written by Vijai Singh and published by Academic Press. This book was released on 2021-02-13 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microbial Cell Factories Engineering for Production of Biomolecules presents a compilation of chapters written by eminent scientists worldwide. Sections cover major tools and technologies for DNA synthesis, design of biosynthetic pathways, synthetic biology tools, biosensors, cell-free systems, computer-aided design, OMICS tools, CRISPR/Cas systems, and many more. Although it is not easy to find relevant information collated in a single volume, the book covers the production of a wide range of biomolecules from several MCFs, including Escherichia coli, Bacillus subtilis, Pseudomonas putida, Streptomyces, Corynebacterium, Cyanobacteria, Saccharomyces cerevisiae, Pichia pastoris and Yarrowia lipolytica, and algae, among many others. This will be an excellent platform from which scientific knowledge can grow and widen in MCF engineering research for the production of biomolecules. Needless to say, the book is a valuable source of information not only for researchers designing cell factories, but also for students, metabolic engineers, synthetic biologists, genome engineers, industrialists, stakeholders and policymakers interested in harnessing the potential of MCFs in several fields. Offers basic understanding and a clear picture of various MCFs Explains several tools and technologies, including DNA synthesis, synthetic biology tools, genome editing, biosensors, computer-aided design, and OMICS tools, among others Harnesses the potential of engineered MCFs to produce a wide range of biomolecules for industrial, therapeutic, pharmaceutical, nutraceutical and biotechnological applications Highlights the advances, challenges, and future opportunities in designing MCFs

The Science and Applications of Synthetic and Systems Biology

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309219396
Total Pages : 570 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis The Science and Applications of Synthetic and Systems Biology by : Institute of Medicine

Download or read book The Science and Applications of Synthetic and Systems Biology written by Institute of Medicine and published by National Academies Press. This book was released on 2011-12-30 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many potential applications of synthetic and systems biology are relevant to the challenges associated with the detection, surveillance, and responses to emerging and re-emerging infectious diseases. On March 14 and 15, 2011, the Institute of Medicine's (IOM's) Forum on Microbial Threats convened a public workshop in Washington, DC, to explore the current state of the science of synthetic biology, including its dependency on systems biology; discussed the different approaches that scientists are taking to engineer, or reengineer, biological systems; and discussed how the tools and approaches of synthetic and systems biology were being applied to mitigate the risks associated with emerging infectious diseases. The Science and Applications of Synthetic and Systems Biology is organized into sections as a topic-by-topic distillation of the presentations and discussions that took place at the workshop. Its purpose is to present information from relevant experience, to delineate a range of pivotal issues and their respective challenges, and to offer differing perspectives on the topic as discussed and described by the workshop participants. This report also includes a collection of individually authored papers and commentary.

Engineering of Microorganisms for the Production of Chemicals and Biofuels from Renewable Resources

Author : Guillermo Gosset
Publisher : Springer
ISBN 13 : 9783319847283
Total Pages : 0 pages
Book Rating : 4.8/5 (472 download)

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Book Synopsis Engineering of Microorganisms for the Production of Chemicals and Biofuels from Renewable Resources by : Guillermo Gosset

Download or read book Engineering of Microorganisms for the Production of Chemicals and Biofuels from Renewable Resources written by Guillermo Gosset and published by Springer. This book was released on 2018-07-28 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews state of the art regarding strategies for generating and improving microbial strains designed for utilizing renewable raw materials. It discusses methods for genetically engineering of thermophilic bacteria, Saccharomyces cerevisiae, Escherichia coli and Zymomonas mobilis, as well as approaches for obtaining useful products from these renewable raw materials based on biotechnological processes using microbes to chemically transform them. However, the efficient transformation of lignocellulosic biomass or glycerol to useful products represents a major challenge: Biomass has to be treated physically and chemically to release a mixture of sugars that potentially can be employed by the microbial production strains. These hydrolytic treatments result in diverse toxic compounds being generated and released, that negatively impact strain performance. Furthermore, most of the commonly used industrial microbes do not have the natural capacity to efficiently utilize and transform the generated sugar mixtures or glycerol. The microbial species reviewed in this book possess particular advantages as production strains and are currently employed for the synthesis of numerous biofuels and chemicals. The book reviews the general and strain-specific genetic engineering strategies for the improvement of sugar mixtures and glycerol catabolism. The issue of lignocellulosic hydrolysate toxicity is addressed in several chapters, where genetic engineering and adaptive laboratory evolution strategies are reviewed and discussed. The objective of this book is to provide the current knowledge regarding strategies for the generation and improvement of microbial strains designed for the transformation of renewable raw materials into useful products. This book aims to become a reference for researchers and students working in this field.

Systems Metabolic Engineering

Author : Christoph Wittmann
Publisher : Springer Science & Business Media
ISBN 13 : 9400745346
Total Pages : 391 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Systems Metabolic Engineering by : Christoph Wittmann

Download or read book Systems Metabolic Engineering written by Christoph Wittmann and published by Springer Science & Business Media. This book was released on 2012-06-15 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systems Metabolic Engineering is changing the way microbial cell factories are designed and optimized for industrial production. Integrating systems biology and biotechnology with new concepts from synthetic biology enables the global analysis and engineering of microorganisms and bioprocesses at super efficiency and versatility otherwise not accessible. Without doubt, systems metabolic engineering is a major driver towards bio-based production of chemicals, materials and fuels from renewables and thus one of the core technologies of global green growth. In this book, Christoph Wittmann and Sang-Yup Lee have assembled the world leaders on systems metabolic engineering and cover the full story – from genomes and networks via discovery and design to industrial implementation practises. This book is a comprehensive resource for students and researchers from academia and industry interested in systems metabolic engineering. It provides us with the fundaments to targeted engineering of microbial cells for sustainable bio-production and stimulates those who are interested to enter this exiting research field.

Recent Advances and Future Perspectives of Microbial Metabolites

Author : Surajit de Mandal
Publisher : Elsevier
ISBN 13 : 032390114X
Total Pages : 358 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Recent Advances and Future Perspectives of Microbial Metabolites by : Surajit de Mandal

Download or read book Recent Advances and Future Perspectives of Microbial Metabolites written by Surajit de Mandal and published by Elsevier. This book was released on 2022-10-23 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent Advances and Future Perspectives of Microbial Metabolites: Applications in Biomedicine sheds new light on various applications of microbial metabolites in the biomedical sector. The purpose of this book is to integrate the latest research advancements on the application of microbial metabolites in the medical industry into a single platform. In 10 chapters, the significance of biomedical applications and future therapeutic applications of microbial metabolites in human health are highlighted. Several chapters are dedicated to the role of microbial metabolites in precision medicine like the impact of the activities of microbial metabolites in antitumor and antidiabetic agents and immunosuppressive activities. It also provides a roadmap for drugs discovery based on antimicrobial products and the effect of microbial metabolites on humans’ health and the immune system. The book finalizes with a chapter on the use of microbial metabolites in OMICS technology. Recent Advances and Future Perspectives of Microbial Metabolites: Applications in Biomedicine targets researchers from both academia and industry, professors, and graduate students from microbiology, molecular biology, biotechnology, and immunology. Highlights various microbial metabolites and their application in the biomedical sector Illustrates the application of microbial metabolites as potential therapeutic agents Convenient for buyers and readers to understand the basics with advanced information of microbial metabolites

Biomolecular Engineering Solutions for Renewable Specialty Chemicals

Author : R. Navanietha Krishnaraj
Publisher : John Wiley & Sons
ISBN 13 : 1119771927
Total Pages : 484 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Biomolecular Engineering Solutions for Renewable Specialty Chemicals by : R. Navanietha Krishnaraj

Download or read book Biomolecular Engineering Solutions for Renewable Specialty Chemicals written by R. Navanietha Krishnaraj and published by John Wiley & Sons. This book was released on 2021-12-09 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover biomolecular engineering technologies for the production of biofuels, pharmaceuticals, organic and amino acids, vitamins, biopolymers, surfactants, detergents, and enzymes In Biomolecular Engineering Solutions for Renewable Specialty Chemicals, distinguished researchers and editors Drs. R. Navanietha Krishnaraj and Rajesh K. Sani deliver a collection of insightful resources on advanced technologies in the synthesis and purification of value-added compounds. Readers will discover new technologies that assist in the commercialization of the production of value-added products. The editors also include resources that offer strategies for overcoming current limitations in biochemical synthesis, including purification. The articles within cover topics like the rewiring of anaerobic microbial processes for methane and hythane production, the extremophilic bioprocessing of wastes to biofuels, reverse methanogenesis of methane to biopolymers and value-added products, and more. The book presents advanced concepts and biomolecular engineering technologies for the production of high-value, low-volume products, like therapeutic molecules, and describes methods for improving microbes and enzymes using protein engineering, metabolic engineering, and systems biology approaches for converting wastes. Readers will also discover: A thorough introduction to engineered microorganisms for the production of biocommodities and microbial production of vanillin from ferulic acid Explorations of antibiotic trends in microbial therapy, including current approaches and future prospects, as well as fermentation strategies in the food and beverage industry Practical discussions of bioactive oligosaccharides, including their production, characterization, and applications In-depth treatments of biopolymers, including a retrospective analysis in the facets of biomedical engineering Perfect for researchers and practicing professionals in the areas of environmental and industrial biotechnology, biomedicine, and the biological sciences, Biomolecular Engineering Solutions for Renewable Specialty Chemicals is also an invaluable resource for students taking courses involving biorefineries, biovalorization, industrial biotechnology, and environmental biotechnology.

The Chemistry of Microbiomes

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309458390
Total Pages : 133 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis The Chemistry of Microbiomes by : National Academies of Sciences, Engineering, and Medicine

Download or read book The Chemistry of Microbiomes written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-07-19 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 21st century has witnessed a complete revolution in the understanding and description of bacteria in eco- systems and microbial assemblages, and how they are regulated by complex interactions among microbes, hosts, and environments. The human organism is no longer considered a monolithic assembly of tissues, but is instead a true ecosystem composed of human cells, bacteria, fungi, algae, and viruses. As such, humans are not unlike other complex ecosystems containing microbial assemblages observed in the marine and earth environments. They all share a basic functional principle: Chemical communication is the universal language that allows such groups to properly function together. These chemical networks regulate interactions like metabolic exchange, antibiosis and symbiosis, and communication. The National Academies of Sciences, Engineering, and Medicine's Chemical Sciences Roundtable organized a series of four seminars in the autumn of 2016 to explore the current advances, opportunities, and challenges toward unveiling this "chemical dark matter" and its role in the regulation and function of different ecosystems. The first three focused on specific ecosystemsâ€"earth, marine, and humanâ€"and the last on all microbiome systems. This publication summarizes the presentations and discussions from the seminars.

Microbial Cell Factories

Author : Deepansh Sharma
Publisher : CRC Press
ISBN 13 : 1351668056
Total Pages : 394 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Microbial Cell Factories by : Deepansh Sharma

Download or read book Microbial Cell Factories written by Deepansh Sharma and published by CRC Press. This book was released on 2018-03-22 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microbial Cell Factories is a conceptual, reference-based source including chapters covering microbial cell factories for industrial developments, microbial biotechnology, sustainable environmental solutions, agriculture practices, microorganisms in food processing, metabolites as next generation food additives/food processing, and microbial cell factories in alternative energy fuel generation. The book highlights trends and developments in the field of microbial products, written by an international team of leading academic and research scholars. Key Selling Features: Highlights trends and developments in microbial biotechnology Systematically reviews microbial cell factories Explores the potential of microbial cell derived industrial production Synthesizes information on environmental and agricultural uses of microbial biotechnology Contributions from an international team of leading scholars

Engineering Rumen Metabolic Pathways: Where We Are, and Where Are We Heading

Author : Emilio M. Ungerfeld
Publisher : Frontiers Media SA
ISBN 13 : 2889454266
Total Pages : 280 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Engineering Rumen Metabolic Pathways: Where We Are, and Where Are We Heading by : Emilio M. Ungerfeld

Download or read book Engineering Rumen Metabolic Pathways: Where We Are, and Where Are We Heading written by Emilio M. Ungerfeld and published by Frontiers Media SA. This book was released on 2018-03-13 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ruminants were domesticated in the Middle East about 10,000 years ago and have since become an inseparable part of human diet, society, and culture. Ruminants can transform inedible plant fiber and non-protein nitrogen into meat, milk, wool and traction, thus allowing human utilization of non-tillable land and industrial by-products. The nutritional flexibility of ruminants is conferred by the rumen´s complex microbial community. Driven by rising income and population growth in emergent economies, the global demand for livestock products, including milk and meat from ruminants, has been increasingly growing, and is predicted to continue growing in the next few decades. The increase in production necessary to satisfy this rising demand is putting much pressure on already dwindling natural resources. There are also concerns about the emissions of methane and nitrous oxide, potent greenhouse gases associated to ruminant production. The need to make ruminant production more efficient in the use of natural resources poses a big challenge to ruminant science, and within it, rumen microbiology. Recent years have seen important advances in basic and applied rumen microbiology and biochemistry. The knowledge generated has significant implications for the efficiency and sustainability of ruminant production and the quality of ruminant products for human health. The present compilation is an update of recent advances in rumen microbiology and ruminant digestion and fermentation, including original research, reviews, and hypothesis and theory articles. We hope that the experimental results, discussion, models and ideas presented herein are useful to foster future research contributing to sustainable ruminant production.

Microbial Fuels

Author : Farshad Darvishi Harzevili
Publisher : CRC Press
ISBN 13 : 1498763804
Total Pages : 556 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Microbial Fuels by : Farshad Darvishi Harzevili

Download or read book Microbial Fuels written by Farshad Darvishi Harzevili and published by CRC Press. This book was released on 2017-09-18 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book will highlight major trends and developments in the field of microbial fuels, with contributions from a number of highly experienced researchers. It will serve as a comprehensive reference for industrial stakeholders, scientists, researchers and graduate students interested in microbial fuels. The aims of this work are to present the technologies and perspectives taking into account different socio-economical contexts. A specific chapter will focus on the general perspectives of microbial fuels for low-income and emerging countries.

Cathode materials in microbial electrosynthesis systems for carbon dioxide reduction: recent progress and perspectives

Author : Su Hui
Publisher : OAE Publishing Inc.
ISBN 13 :
Total Pages : 31 pages
Book Rating : 4./5 ( download)

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Book Synopsis Cathode materials in microbial electrosynthesis systems for carbon dioxide reduction: recent progress and perspectives by : Su Hui

Download or read book Cathode materials in microbial electrosynthesis systems for carbon dioxide reduction: recent progress and perspectives written by Su Hui and published by OAE Publishing Inc.. This book was released on 2023-11-09 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microbial electrosynthesis (MES) is an emerging technology that enables the synthesis of value-added chemicals from carbon dioxide (CO2) or inorganic carbon compounds by coupling renewable electricity to microbial metabolism. However, MES still faces challenges in achieving high production of value-added chemicals due to the limited extracellular electron transfer efficiency at the biotic-abiotic interfaces. To overcome this bottleneck, it is crucial to develop novel cathodes and modified materials. This review systematically summarizes recent advancements in cathode materials in the field of electrocatalyst-assisted and photocatalyst-assisted MES. The effects of various material types are further investigated by comparing metal-free and metal materials and photocatalyst materials of different semiconductor types. Additionally, the review introduces the maximum production rate of value-added chemicals and conversion efficiency achieved by these cathode materials while highlighting the advantages and disadvantages of different material types. To the best of our knowledge, in electrocatalyst-assisted systems, the maximum CH4 yield on graphene aerogel/polypyrrole cathode achieved 1,672 mmol m-2 d-1, and the maximum Faraday efficiency (FE) of CH4 reached up to 97.5% on graphite plate. Meanwhile, the maximum acetate yield achieved 1,330 g m-2 d-1 with CO2 conversion efficiency into acetate close to 100% on carbon nanotube cathodes. In photocatalyst-assisted systems, the maximum acetate yield could reach 0.51 g L-1 d-1 with the coulombic efficiency of 96% on the MnFe2O4/g-C3N4 photocathode. Finally, prospects for future development and practical applications of MES are discussed, offering theoretical guidance for the fabrication of cathode materials that can improve production efficiency and reduce energy input.

MATLAB for Machine Learning

Author : Giuseppe Ciaburro
Publisher : Packt Publishing Ltd
ISBN 13 : 1788399390
Total Pages : 374 pages
Book Rating : 4.7/5 (883 download)

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Book Synopsis MATLAB for Machine Learning by : Giuseppe Ciaburro

Download or read book MATLAB for Machine Learning written by Giuseppe Ciaburro and published by Packt Publishing Ltd. This book was released on 2017-08-28 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extract patterns and knowledge from your data in easy way using MATLAB About This Book Get your first steps into machine learning with the help of this easy-to-follow guide Learn regression, clustering, classification, predictive analytics, artificial neural networks and more with MATLAB Understand how your data works and identify hidden layers in the data with the power of machine learning. Who This Book Is For This book is for data analysts, data scientists, students, or anyone who is looking to get started with machine learning and want to build efficient data processing and predicting applications. A mathematical and statistical background will really help in following this book well. What You Will Learn Learn the introductory concepts of machine learning. Discover different ways to transform data using SAS XPORT, import and export tools, Explore the different types of regression techniques such as simple & multiple linear regression, ordinary least squares estimation, correlations and how to apply them to your data. Discover the basics of classification methods and how to implement Naive Bayes algorithm and Decision Trees in the Matlab environment. Uncover how to use clustering methods like hierarchical clustering to grouping data using the similarity measures. Know how to perform data fitting, pattern recognition, and clustering analysis with the help of MATLAB Neural Network Toolbox. Learn feature selection and extraction for dimensionality reduction leading to improved performance. In Detail MATLAB is the language of choice for many researchers and mathematics experts for machine learning. This book will help you build a foundation in machine learning using MATLAB for beginners. You'll start by getting your system ready with t he MATLAB environment for machine learning and you'll see how to easily interact with the Matlab workspace. We'll then move on to data cleansing, mining and analyzing various data types in machine learning and you'll see how to display data values on a plot. Next, you'll get to know about the different types of regression techniques and how to apply them to your data using the MATLAB functions. You'll understand the basic concepts of neural networks and perform data fitting, pattern recognition, and clustering analysis. Finally, you'll explore feature selection and extraction techniques for dimensionality reduction for performance improvement. At the end of the book, you will learn to put it all together into real-world cases covering major machine learning algorithms and be comfortable in performing machine learning with MATLAB. Style and approach The book takes a very comprehensive approach to enhance your understanding of machine learning using MATLAB. Sufficient real-world examples and use cases are included in the book to help you grasp the concepts quickly and apply them easily in your day-to-day work.