Synergy of Self-optimizing Control and Real-time Optimization With Applications to Building Energy Systems

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (135 download)

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Book Synopsis Synergy of Self-optimizing Control and Real-time Optimization With Applications to Building Energy Systems by : Zhongfan Zhao

Download or read book Synergy of Self-optimizing Control and Real-time Optimization With Applications to Building Energy Systems written by Zhongfan Zhao and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation research investigates on energy optimal operations of heating, ventilation and air conditioning (HVAC) systems for residential and commercial buildings, with investigations on two classes of approaches, i.e. Self-optimizing Control (SOC) based control structure optimization and Extremum Seeking Control (ESC) based real-time optimization, as well as their synergy. As the preliminary study, three existing ESC methods are compared, i.e. the conventional dither ESC, input-output correlation ESC (IOC-ESC), and proportion-integral ESC (PI-ESC). The primary goal for this study is to evaluate the performance robustness of each ESC to parametric variation. The three ESC strategies are first evaluated with simulation study using a Modelica model of an air source heat pump (ASHP) model. Then, laboratory tests are conducted with IOC-ESC and CON-ESC on a mini-split air conditioning system. Both simulation and experimental results show that PI-ESC archives fastest convergent speed, while IOC-ESC is most robust to parametric variation among three methods. For plant operation with multiple potential inputs for ESC design, an ESC integrated online input selection approach is proposed based on Hessian estimation and SVD analysis. The dimensionality of manipulated inputs can be reduced by pruning and/or combining the available manipulated inputs. Error bound analysis is conducted for the proposed input selection process. Then, the proposed procedure is validated with both numerical example and a Modelica based chilled-water plant model. The SOC based control structure optimization is studied from three perspectives, with the key focus of how to determine the optimal selection of controlled variables (CVs) with online or historical data. First, an online local SOC procedure is proposed by using the ditherdemodulation based gradient and Hessian estimates that have been developed in ESC, and the proposed method is validated with the Modelica ASHP model. Secondly, a data-driven global SOC method is proposed by applying the technique of sparse identification for nonlinear dynamics (SINDy) to historical data. For the static plant model thus derived, tracking the necessary condition of optimality yields the globally optimal solutions of CV selection in an analytical fashion. Such SOC framework is validate with the Modelica-based chilled-water plant operation. Then, this data-driven global SOC approach is extended to plant operation with wide range of disturbance variations which is subject to the changes of active constraint set. With the plant model obtained by the SINDy based procedure, a parametric programming enabled constrained optimization framework is utilized to derive the controlled variables for each region of different active constraint set. Again, simulation based validation is conducted with the Modelica based chilled-water plant model.

Nonlinear Programming and Dynamic Optimization in Energy Systems

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Publisher : Elsevier
ISBN 13 : 0081012020
Total Pages : 250 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Nonlinear Programming and Dynamic Optimization in Energy Systems by : Massimo La Scala

Download or read book Nonlinear Programming and Dynamic Optimization in Energy Systems written by Massimo La Scala and published by Elsevier. This book was released on 2016-12-01 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinear Programming and Dynamic Optimization in Energy Systems contains the methodologies and technological solutions for energy system monitoring and control, from applications, to electricity smart grids and more unconventional approaches to multi-carrier systems. The book discusses optimizing the energy hub supply to produce an effective and reliable operation of the multicarrier energy network with tested algorithms to produce optimal energy flow. The authors include results obtained during an industrial research project on Smart Cities that was carried out in collaboration with utility companies and other academic, research, and industrial partners. Results are focused on assessing the impact of distributed generation, storage devices, electric vehicles, and smart appliances distributed to residential energy hubs. In addition, actual results on real-time control and optimal dispatch of a hybrid energy system designed for supplying power in isolated power systems are presented. Explores how to increase Energy Hub efficiency by properly coordinating their operation Addresses different algorithms and applications based on the theory of multi-objective goal attainment optimization Presents real-world applications and results of the proposed methodologies from recently implemented research projects

Multidisciplinary Research in Arts, Science & Commerce (Volume-2)

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Publisher : The Hill Publication
ISBN 13 : 8197194769
Total Pages : 61 pages
Book Rating : 4.1/5 (971 download)

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Book Synopsis Multidisciplinary Research in Arts, Science & Commerce (Volume-2) by : Chief Editor- Biplab Auddya, Editor- Dr. T. Prabakaran, Dr. Bandi Kalyani, Dr. Nisha, Prof Dr M Devendra, Dr. Anita Konwar, V.Geetha

Download or read book Multidisciplinary Research in Arts, Science & Commerce (Volume-2) written by Chief Editor- Biplab Auddya, Editor- Dr. T. Prabakaran, Dr. Bandi Kalyani, Dr. Nisha, Prof Dr M Devendra, Dr. Anita Konwar, V.Geetha and published by The Hill Publication. This book was released on 2024-08-07 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nano- and Micro-Electromechanical Systems

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Publisher : CRC Press
ISBN 13 : 1420057936
Total Pages : 744 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Nano- and Micro-Electromechanical Systems by : Sergey Edward Lyshevski

Download or read book Nano- and Micro-Electromechanical Systems written by Sergey Edward Lyshevski and published by CRC Press. This book was released on 2018-10-03 with total page 744 pages. Available in PDF, EPUB and Kindle. Book excerpt: Society is approaching and advancing nano- and microtechnology from various angles of science and engineering. The need for further fundamental, applied, and experimental research is matched by the demand for quality references that capture the multidisciplinary and multifaceted nature of the science. Presenting cutting-edge information that is applicable to many fields, Nano- and Micro-Electromechanical Systems: Fundamentals of Nano and Microengineering, Second Edition builds the theoretical foundation for understanding, modeling, controlling, simulating, and designing nano- and microsystems. The book focuses on the fundamentals of nano- and microengineering and nano- and microtechnology. It emphasizes the multidisciplinary principles of NEMS and MEMS and practical applications of the basic theory in engineering practice and technology development. Significantly revised to reflect both fundamental and technological aspects, this second edition introduces the concepts, methods, techniques, and technologies needed to solve a wide variety of problems related to high-performance nano- and microsystems. The book is written in a textbook style and now includes homework problems, examples, and reference lists in every chapter, as well as a separate solutions manual. It is designed to satisfy the growing demands of undergraduate and graduate students, researchers, and professionals in the fields of nano- and microengineering, and to enable them to contribute to the nanotechnology revolution.

Interactive Collaborative Information Systems

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Publisher : Springer
ISBN 13 : 3642116884
Total Pages : 598 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Interactive Collaborative Information Systems by : Robert Babuška

Download or read book Interactive Collaborative Information Systems written by Robert Babuška and published by Springer. This book was released on 2010-03-22 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increasing complexity of our world demands new perspectives on the role of technology in decision making. Human decision making has its li- tations in terms of information-processing capacity. We need new technology to cope with the increasingly complex and information-rich nature of our modern society. This is particularly true for critical environments such as crisis management and tra?c management, where humans need to engage in close collaborations with arti?cial systems to observe and understand the situation and respond in a sensible way. We believe that close collaborations between humans and arti?cial systems will become essential and that the importance of research into Interactive Collaborative Information Systems (ICIS) is self-evident. Developments in information and communication technology have ra- cally changed our working environments. The vast amount of information available nowadays and the wirelessly networked nature of our modern so- ety open up new opportunities to handle di?cult decision-making situations such as computer-supported situation assessment and distributed decision making. To make good use of these new possibilities, we need to update our traditional views on the role and capabilities of information systems. The aim of the Interactive Collaborative Information Systems project is to develop techniques that support humans in complex information en- ronments and that facilitate distributed decision-making capabilities. ICIS emphasizes the importance of building actor-agent communities: close c- laborations between human and arti?cial actors that highlight their comp- mentary capabilities, and in which task distribution is ?exible and adaptive.

Research Anthology on Clean Energy Management and Solutions

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Publisher : Engineering Science Reference
ISBN 13 : 9781799891529
Total Pages : 2250 pages
Book Rating : 4.8/5 (915 download)

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Book Synopsis Research Anthology on Clean Energy Management and Solutions by : Information Resources Management Association

Download or read book Research Anthology on Clean Energy Management and Solutions written by Information Resources Management Association and published by Engineering Science Reference. This book was released on 2021-06-25 with total page 2250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy usage and consumption continue to rise globally each year, with the most efficient and cost-effective energy sources causing huge impacts to the environment. In an effort to mitigate harmful effects to the environment, implementing clean energy resources and utilizing green energy management strategies have become worldwide initiatives, with many countries from all regions quickly becoming leaders in renewable energy usage. Still, not every energy resource is without flaws. Researchers must develop effective and low-cost strategies for clean energy in order to find the balance between production and consumption. The Research Anthology on Clean Energy Management and Solutions provides in-depth research that explores strategies and techniques used in the energy production field to optimize energy efficiency in order to maintain clean and safe use while delivering ample energy coverage. The anthology also seeks solutions to energy that have not yet been optimized or are still produced in a way that is harmful to the environment. Covering topics such as hydrogen fuel cells, renewable energy, solar power, solar systems, cost savings, and climate protection, this text is essential for electrical engineers, nuclear engineers, environmentalists, managers, policymakers, government officials, professionals in the energy industry, researchers, academicians, and students looking for the latest research on clean energy management.

Advances in Smart Grid Power System

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Publisher : Academic Press
ISBN 13 : 0128243384
Total Pages : 404 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Advances in Smart Grid Power System by : Anuradha Tomar

Download or read book Advances in Smart Grid Power System written by Anuradha Tomar and published by Academic Press. This book was released on 2020-10-23 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Smart Grid Power System: Network, Control and Security discusses real world problems, solutions, and best practices in related fields. The book includes executable plans for smart grid systems, their network communications, tactics on protecting information, and response plans for cyber incidents. Moreover, it enables researchers and energy professionals to understand the future of energy delivery systems and security. Covering fundamental theory, mathematical formulations, practical implementations, and experimental testing procedures, this book gives readers invaluable insights into the field of power systems, their quality and reliability, their impact, and their importance in cybersecurity. Includes supporting illustrations and tables along with valuable end of chapter reference sets Provides a working guideline for the design and analysis of smart grids and their applications Features experimental testing procedures in smart grid power systems, communication networks, reliability, and cybersecurity

Design and Control of Self-organizing Systems

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Publisher : CopIt ArXives
ISBN 13 : 0983117233
Total Pages : 189 pages
Book Rating : 4.9/5 (831 download)

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Book Synopsis Design and Control of Self-organizing Systems by : Carlos Gershenson

Download or read book Design and Control of Self-organizing Systems written by Carlos Gershenson and published by CopIt ArXives. This book was released on 2007-09-05 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex systems are usually difficult to design and control. There are several particular methods for coping with complexity, but there is no general approach to build complex systems. In this book I propose a methodology to aid engineers in the design and control of complex systems. This is based on the description of systems as self-organizing. Starting from the agent metaphor, the methodology proposes a conceptual framework and a series of steps to follow to find proper mechanisms that will promote elements to find solutions by actively interacting among themselves.

Microgrids

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Publisher : John Wiley & Sons
ISBN 13 : 1118720687
Total Pages : 340 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Microgrids by : Nikos Hatziargyriou

Download or read book Microgrids written by Nikos Hatziargyriou and published by John Wiley & Sons. This book was released on 2014-03-03 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microgrids are the most innovative area in the electric power industry today. Future microgrids could exist as energy-balanced cells within existing power distribution grids or stand-alone power networks within small communities. A definitive presentation on all aspects of microgrids, this text examines the operation of microgrids – their control concepts and advanced architectures including multi-microgrids. It takes a logical approach to overview the purpose and the technical aspects of microgrids, discussing the social, economic and environmental benefits to power system operation. The book also presents microgrid design and control issues, including protection and explaining how to implement centralized and decentralized control strategies. Key features: original, state-of-the-art research material written by internationally respected contributors unique case studies demonstrating success stories from real-world pilot sites from Europe, the Americas, Japan and China examines market and regulatory settings for microgrids, and provides evaluation results under standard test conditions a look to the future – technical solutions to maximize the value of distributed energy along with the principles and criteria for developing commercial and regulatory frameworks for microgrids Offering broad yet balanced coverage, this volume is an entry point to this very topical area of power delivery for electric power engineers familiar with medium and low voltage distribution systems, utility operators in microgrids, power systems researchers and academics. It is also a useful reference for system planners and operators, manufacturers and network operators, government regulators, and postgraduate power systems students. CONTRIBUTORS Thomas Degner Aris Dimeas Alfred Engler Nuno Gil Asier Gil de Muro Guillermo Jiménez-Estévez George Kariniotakis George Korres André Madureira Meiqin Mao Chris Marnay Jose Miguel Yarza Satoshi Morozumi Alexander Oudalov Frank van Overbeeke Rodrigo Palma Behnke Joao Abel Pecas Lopes Fernanda Resende John Romankiewicz Christine Schwaegerl Nikos Soultanis Liang Tao Antonis Tsikalakis

Real-Time Optimization

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Publisher : MDPI
ISBN 13 : 303842448X
Total Pages : 255 pages
Book Rating : 4.0/5 (384 download)

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Book Synopsis Real-Time Optimization by : Dominique Bonvin

Download or read book Real-Time Optimization written by Dominique Bonvin and published by MDPI. This book was released on 2018-07-05 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Real-Time Optimization" that was published in Processes

Urban Energy Systems

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Publisher : Routledge
ISBN 13 : 0415529018
Total Pages : 338 pages
Book Rating : 4.4/5 (155 download)

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Book Synopsis Urban Energy Systems by : James Keirstead

Download or read book Urban Energy Systems written by James Keirstead and published by Routledge. This book was released on 2013 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses the technical and social systems that satisfy these needs and asks how methods can be put into practice to achieve this.

Deep Energy Retrofit Guide for Public Buildings

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Publisher : Springer
ISBN 13 : 3030149226
Total Pages : 135 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Deep Energy Retrofit Guide for Public Buildings by : Rüdiger Lohse

Download or read book Deep Energy Retrofit Guide for Public Buildings written by Rüdiger Lohse and published by Springer. This book was released on 2019-04-10 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides detailed information on how to set up Deep Energy Retrofits (DERs) in public buildings, and shares in-depth insights into the current status of the major technologies, strategies and practical best practice examples of how to cost-effectively combine them. Case studies from Europe are analyzed with respect to energy use before and after renovation, reasons for undertaking the renovation, co-benefits achieved, resulting cost-effectiveness, and the business models employed. The building sector holds the potential for tremendous improvements in terms of energy efficiency and reducing carbon emissions, and energy retrofits to the existing building stock represent a significant opportunity in the transition to a low-carbon future. Moreover, investing in highly efficient building materials and systems can replace long-term energy imports, contribute to cost cutting, and create a wealth of new jobs. Yet, while the technologies needed in order to improve energy efficiency are readily available, significant progress has not yet been made, and “best practices” for implementing building technologies and renewable energy sources are still relegated to small “niche” applications. Offering essential information on Deep Energy Retrofits, the book offers a valuable asset for architects, public authorities, project developers, and engineers alike.

Management of Legionella in Water Systems

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Publisher : National Academies Press
ISBN 13 : 030949382X
Total Pages : 291 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Management of Legionella in Water Systems by : National Academies of Sciences, Engineering, and Medicine

Download or read book Management of Legionella in Water Systems written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-02-20 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Legionnaires' disease, a pneumonia caused by the Legionella bacterium, is the leading cause of reported waterborne disease outbreaks in the United States. Legionella occur naturally in water from many different environmental sources, but grow rapidly in the warm, stagnant conditions that can be found in engineered water systems such as cooling towers, building plumbing, and hot tubs. Humans are primarily exposed to Legionella through inhalation of contaminated aerosols into the respiratory system. Legionnaires' disease can be fatal, with between 3 and 33 percent of Legionella infections leading to death, and studies show the incidence of Legionnaires' disease in the United States increased five-fold from 2000 to 2017. Management of Legionella in Water Systems reviews the state of science on Legionella contamination of water systems, specifically the ecology and diagnosis. This report explores the process of transmission via water systems, quantification, prevention and control, and policy and training issues that affect the incidence of Legionnaires' disease. It also analyzes existing knowledge gaps and recommends research priorities moving forward.

Feedback Systems

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Publisher : Princeton University Press
ISBN 13 : 069121347X
Total Pages : pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Feedback Systems by : Karl Johan Åström

Download or read book Feedback Systems written by Karl Johan Åström and published by Princeton University Press. This book was released on 2021-02-02 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential introduction to the principles and applications of feedback systems—now fully revised and expanded This textbook covers the mathematics needed to model, analyze, and design feedback systems. Now more user-friendly than ever, this revised and expanded edition of Feedback Systems is a one-volume resource for students and researchers in mathematics and engineering. It has applications across a range of disciplines that utilize feedback in physical, biological, information, and economic systems. Karl Åström and Richard Murray use techniques from physics, computer science, and operations research to introduce control-oriented modeling. They begin with state space tools for analysis and design, including stability of solutions, Lyapunov functions, reachability, state feedback observability, and estimators. The matrix exponential plays a central role in the analysis of linear control systems, allowing a concise development of many of the key concepts for this class of models. Åström and Murray then develop and explain tools in the frequency domain, including transfer functions, Nyquist analysis, PID control, frequency domain design, and robustness. Features a new chapter on design principles and tools, illustrating the types of problems that can be solved using feedback Includes a new chapter on fundamental limits and new material on the Routh-Hurwitz criterion and root locus plots Provides exercises at the end of every chapter Comes with an electronic solutions manual An ideal textbook for undergraduate and graduate students Indispensable for researchers seeking a self-contained resource on control theory

Sustainable Smart Cities

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Publisher : Springer
ISBN 13 : 331940895X
Total Pages : 231 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Sustainable Smart Cities by : Marta Peris-Ortiz

Download or read book Sustainable Smart Cities written by Marta Peris-Ortiz and published by Springer. This book was released on 2016-10-05 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides the most current research on smart cities. Specifically, it focuses on the economic development and sustainability of smart cities and examines how to transform older industrial cities into sustainable smart cities. It aims to identify the role of the following elements in the creation and management of smart cities:• Citizen participation and empowerment • Value creation mechanisms • Public administration• Quality of life and sustainability• Democracy• ICT• Private initiatives and entrepreneurship Regardless of their size, all cities are ultimately agglomerations of people and institutions. Agglomeration economies make it possible to attain minimum efficiencies of scale in the organization and delivery of services. However, the economic benefits do not constitute the main advantage of a city. A city’s status rests on three dimensions: (1) political impetus, which is the result of citizens’ participation and the public administration’s agenda; (2) applications derived from technological advances (especially in ICT); and (3) cooperation between public and private initiatives in business development and entrepreneurship. These three dimensions determine which resources are necessary to create smart cities. But a smart city, ideal in the way it channels and resolves technological, social and economic-growth issues, requires many additional elements to function at a high-performance level, such as culture (an environment that empowers and engages citizens) and physical infrastructure designed to foster competition and collaboration, encourage new ideas and actions, and set the stage for new business creation. Featuring contributions with models, tools and cases from around the world, this book will be a valuable resource for researchers, students, academics, professionals and policymakers interested in smart cities.

Management Information Systems

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Publisher : Pearson Educación
ISBN 13 : 9789702605287
Total Pages : 618 pages
Book Rating : 4.6/5 (52 download)

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Book Synopsis Management Information Systems by : Kenneth C. Laudon

Download or read book Management Information Systems written by Kenneth C. Laudon and published by Pearson Educación. This book was released on 2004 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: Management Information Systems provides comprehensive and integrative coverage of essential new technologies, information system applications, and their impact on business models and managerial decision-making in an exciting and interactive manner. The twelfth edition focuses on the major changes that have been made in information technology over the past two years, and includes new opening, closing, and Interactive Session cases.

The Fundamentals of Process Intensification

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Publisher : John Wiley & Sons
ISBN 13 : 3527680152
Total Pages : 439 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis The Fundamentals of Process Intensification by : Andrzej Stankiewicz

Download or read book The Fundamentals of Process Intensification written by Andrzej Stankiewicz and published by John Wiley & Sons. This book was released on 2019-06-13 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This advanced textbook covering the fundamentals and industry applications of process intensification (PI) discusses both the theoretical and conceptual basis of the discipline. Since interdisciplinarity is a key feature of PI, the material contained in the book reaches far beyond the classical area of chemical engineering. Developments in other relevant disciplines, such as chemistry, catalysis, energy technology, applied physics, electronics and materials science, are extensively described and discussed, while maintaining a chemical engineering perspective. Divided into three major parts, the first introduces the PI principles in detail and illustrates them using practical examples. The second part is entirely devoted to fundamental approaches of PI in four domains: spatial, thermodynamic, functional and temporal. The third and final part explores the methodology for applying fundamental PI approaches in practice. As well as detailing technologies, the book focuses on safety, energy and environmental issues, giving guidance on how to incorporate PI in plant design and operation -- safely, efficiently and effectively.