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Book Modelling and Optimization of Biotechnological Processes

Download or read book Modelling and Optimization of Biotechnological Processes written by Lei Zhi Chen and published by Springer. This book was released on 2007-07-04 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mostindustrialbiotechnologicalprocessesareoperatedempirically.Oneofthe major di?culties of applying advanced control theories is the highly nonlinear nature of the processes. This book examines approaches based on arti?cial intelligencemethods,inparticular,geneticalgorithmsandneuralnetworks,for monitoring, modelling and optimization of fed-batch fermentation processes. The main aim of a process control is to maximize the ?nal product with minimum development and production costs. This book is interdisciplinary in nature, combining topics from biotechn- ogy, arti?cial intelligence, system identi?cation, process monitoring, process modelling and optimal control. Both simulation and experimental validation are performed in this study to demonstrate the suitability and feasibility of proposed methodologies. An online biomass sensor is constructed using a - current neural network for predicting the biomass concentration online with only three measurements (dissolved oxygen, volume and feed rate). Results show that the proposed sensor is comparable or even superior to other sensors proposed in the literature that use more than three measurements. Biote- nological processes are modelled by cascading two recurrent neural networks. It is found that neural models are able to describe the processes with high accuracy. Optimization of the ?nal product is achieved using modi?ed genetic algorithms to determine optimal feed rate pro?les. Experimental results of the corresponding production yields demonstrate that genetic algorithms are powerful tools for optimization of highly nonlinear systems. Moreover, a c- bination of recurrentneural networks and genetic algorithms provides a useful and cost-e?ective methodology for optimizing biotechnological processes.

Book Research Methods  Concepts  Methodologies  Tools  and Applications

Download or read book Research Methods Concepts Methodologies Tools and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2015-01-31 with total page 2107 pages. Available in PDF, EPUB and Kindle. Book excerpt: Across a variety of disciplines, data and statistics form the backbone of knowledge. To ensure the reliability and validity of data, appropriate measures must be taken in conducting studies and reporting findings. Research Methods: Concepts, Methodologies, Tools, and Applications compiles chapters on key considerations in the management, development, and distribution of data. With its focus on both fundamental concepts and advanced topics, this multi-volume reference work will be a valuable addition to researchers, scholars, and students of science, mathematics, and engineering.

Book Research in Computer Science in the Bulgarian Academy of Sciences

Download or read book Research in Computer Science in the Bulgarian Academy of Sciences written by Krassimir T. Atanassov and published by Springer Nature. This book was released on 2021-07-19 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of papers devoted to the emergence and development in Bulgarian Academy of Sciences of some of the areas of informatics, including artificial intelligence. The papers are prepared by specialists from the Academy, some of whom are among the founders of these scientific and application areas in Bulgaria and in some cases – in the world. The book is interesting for specialists in informatics and computer science and researchers in history of sciences.

Book Handbook of Research on Novel Soft Computing Intelligent Algorithms

Download or read book Handbook of Research on Novel Soft Computing Intelligent Algorithms written by Pandian Vasant and published by IGI Global. This book was released on 2013-08-31 with total page 1173 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book explores emerging technologies and best practices designed to effectively address concerns inherent in properly optimizing advanced systems, demonstrating applications in areas such as bio-engineering, space exploration, industrial informatics, information security, and nuclear and renewable energies"--Provided by publisher.

Book Supervision  Control and Optimization of Biotechnological Processes

Download or read book Supervision Control and Optimization of Biotechnological Processes written by Rui Manuel Freitas Oliveira and published by . This book was released on 1998 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Control of Biotechnological Processes

Download or read book Control of Biotechnological Processes written by Maya Ignatova and published by LAP Lambert Academic Publishing. This book was released on 2011-04 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the book, contemporary approach for monitoring and control of biotechnological processes on new formalization of process kinetics is presented. The new idea is the substrate kinetics to be considered as fully unknown and time-varying. This new formalization allows avoiding widespread conception for bioprocess models with constant yield coefficients. In practice, the model coefficients of such processes with nonlinear nature and low level of reproducibility are time-varying. Different applications and modifications of the proposed approach are presented. The modifications ensue from the process characteristics - process target product and available information. The present book generalizes the long authors' experience with different bioprocesses in food and pharmaceutical industries, in wastewater treatment as well as for bio-fuels production from renewable sources. It is intended as a graduate level text for students in bioengineering as well as a reference text for scientists and engineers involved in bioprocess control design.

Book Modelling and Control of Biotechnological Processes

Download or read book Modelling and Control of Biotechnological Processes written by A. Johnson and published by Elsevier. This book was released on 2014-05-17 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modelling and Control of Biotechnological Processes contains the proceedings of the International Federation of Automatic Control's First Symposium on Modeling and Control of Biotechnological Processes held in Noordwijkerhout, The Netherlands, on December 11-13, 1985. The papers explore modeling and control of biotechnological processes such as fermentation and biological wastewater treatment. This book consists of 37 chapters divided into 11 sections and begins with a discussion on the control of fermentation processes; modeling of biotechnical processes; and application of measurement and estimation techniques to biotechnology. The following sections focus on adaptive control theory, applications of adaptive control, and control and modeling of bioreactors. The reader is also introduced to measurement techniques and sensors, with emphasis on pyrolysis mass spectrometry; rapid bioelectrochemical methods; and a self-tuning controller for multiloop controlled fed-batch fermentation. The remaining sections deal with parameter identification and estimation; Kalman filtering techniques; optimization of production processes; modeling of microkinetics; and optimization theory. This monograph will be of interest to researchers and practitioners in the field of biotechnology.

Book Contemporary Theory and Pragmatic Approaches in Fuzzy Computing Utilization

Download or read book Contemporary Theory and Pragmatic Approaches in Fuzzy Computing Utilization written by Chen, Toly and published by IGI Global. This book was released on 2012-07-31 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents the most innovative systematic and practical facets of fuzzy computing technologies to students, scholars, and academicians, as well as practitioners, engineers, and professionals"--

Book Modern Extraction Methods of Biologically Active Components in Food Biotechnology

Download or read book Modern Extraction Methods of Biologically Active Components in Food Biotechnology written by Monika Stojanova and published by Cambridge Scholars Publishing. This book was released on 2024-01-15 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph is an innovative synthesis of three important areas of food biotechnology. The first chapter covers modern methods of extracting biologically active components from food. The choice of the appropriate method is the first and key aspect of obtaining a quality extract, which could further be used in the various sectors of the food industry. The second chapter discusses biologically active components in food products. The third chapter explores the potential health benefits of extracted compounds. Additionally, the monograph includes an appendix showcasing Bio-Soup, the first functional industrially produced dehydrated soup enriched with lyophilized mushroom extracts. The monograph presents a unique and creative perspective on the production of safe, high-quality, and functional food. It is a valuable resource for researchers, scientists, professors, students, and employees in the food industry. Additionally, it is suitable for anyone who is looking to learn how to eat healthier and improve their life habits.

Book Tenth International Symposium on Chemical Reaction Engineering

Download or read book Tenth International Symposium on Chemical Reaction Engineering written by J. R. Bourne and published by Elsevier. This book was released on 2017-05-04 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: ISCRE 10 Tenth International Symposium on Chemical Reaction Engineering documents the proceedings of the symposium which brought together experts from all over the world to discuss developments in CRE. Efforts were made to cover high added value substances and to encourage papers from industry. Some success was achieved, but there remain significant gaps between Chemists and Chemical Engineers when considering high added value products as well as between researchers and practitioners of CRE. The volume begins with plenary papers covering topics such as challenges in reactor modeling; bioreactor engineering; the design of reaction systems for specialty organic chemicals. This is followed by papers presented during the eight technical sessions. Technical session A focused on the modeling and control of chemical reactions. Technical session B was devoted to studies on biotechnology. Technical session C covered mixing while Technical session D dealt with special reactor systems and chemicals. The papers in Technical session E examined reactions for emission control and recycling. Technical session F covered the safety aspects of CRE. Technical session G focused on the experiments with multiphase reactions while Technical session H dealt with catalytic reactors.

Book Biotechnology  Measuring  modelling  and control

Download or read book Biotechnology Measuring modelling and control written by Hans-Jürgen Rehm and published by . This book was released on 1991 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Measurement  Monitoring  Modelling and Control of Bioprocesses

Download or read book Measurement Monitoring Modelling and Control of Bioprocesses written by Carl-Fredrik Mandenius and published by Springer. This book was released on 2014-07-08 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automated Measurement and Monitoring of Bioprocesses: Key Elements of the M3C Strategy, by Bernhard Sonnleitner Automatic Control of Bioprocesses, by Marc Stanke, Bernd Hitzmann An Advanced Monitoring Platform for Rational Design of Recombinant Processes, by G. Striedner, K. Bayer Modelling Approaches for Bio-Manufacturing Operations, by Sunil Chhatre Extreme Scale-Down Approaches for Rapid Chromatography Column Design and Scale-Up During Bioprocess Development, by Sunil Chhatre Applying Mechanistic Models in Bioprocess Development, by Rita Lencastre Fernandes, Vijaya Krishna Bodla, Magnus Carlquist, Anna-Lena Heins, Anna Eliasson Lantz, Gürkan Sin and Krist V. Gernaey Multivariate Data Analysis for Advancing the Interpretation of Bioprocess Measurement and Monitoring Data, by Jarka Glassey Design of Pathway-Level Bioprocess Monitoring and Control Strategies Supported by Metabolic Networks, by Inês A. Isidro, Ana R. Ferreira, João J. Clemente, António E. Cunha, João M. L. Dias, Rui Oliveira Knowledge Management and Process Monitoring of Pharmaceutical Processes in the Quality by Design Paradigm, by Anurag S Rathore, Anshuman Bansal, Jaspinder Hans The Choice of Suitable Online Analytical Techniques and Data Processing for Monitoring of Bioprocesses, by Ian Marison, Siobhán Hennessy, Róisín Foley, Moira Schuler, Senthilkumar Sivaprakasam, Brian Freeland

Book Current Developments in Biotechnology and Bioengineering

Download or read book Current Developments in Biotechnology and Bioengineering written by Sunil Kumar and published by Elsevier. This book was released on 2021-06-16 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strategic Perspectives in Solid Waste and Wastewater Management explores conventional and advanced biotechnologies for waste management, including socio-economic aspects, techno-economic feasibility, models and modeling tools, and a detailed life-cycle assessment approach in solid waste (SW) and wastewater (WW). These innovative technologies are highly applicable to current real-world situations. The enormous increase in the quantum and diversity of SW and WW - including waste materials generated due to human activity and their potentially harmful effects on the environment and public health - have led to increasing awareness about an urgent need to adopt novel technologies for appropriate management of both SW and WW. While there is an obvious need to minimize the generation of wastes and to reuse and recycle them, the technologies for managing such wastes can play a vital role in mitigating problems. Besides recovery of substantial energy, these technologies can lead to a considerable reduction in the overall waste quantities requiring final disposal, which can be better managed for safe disposal in a controlled manner while meeting pollution control standards. Outlines appropriate technologies for solid waste and wastewater management systems and their applications Presents and evaluates the Best Available Technology (BAT) and includes global case studies Provides methods for evaluating the way to use appropriate technological systems to develop the best technically and economically feasible projects worldwide Offers an excellent resource for university students to use for their research and dissertations