Multi Objective Optimization Of Industrial Power Generation Systems Emerging Research And Opportunities

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Multi-Objective Optimization of Industrial Power Generation Systems: Emerging Research and Opportunities

Author : Ganesan, Timothy
Publisher : IGI Global
ISBN 13 : 1799817121
Total Pages : 233 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Multi-Objective Optimization of Industrial Power Generation Systems: Emerging Research and Opportunities by : Ganesan, Timothy

Download or read book Multi-Objective Optimization of Industrial Power Generation Systems: Emerging Research and Opportunities written by Ganesan, Timothy and published by IGI Global. This book was released on 2019-12-27 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increased complexity of the economy in recent years has led to the advancement of energy generation systems. Engineers in this industrial sector have been compelled to seek contemporary methods to keep pace with the rapid development of these systems. Computational intelligence has risen as a capable method that can effectively resolve complex scenarios within the power generation sector. In-depth research on the various applications of this technology is lacking, as engineering professionals need up-to-date information on how to successfully utilize computational intelligence in industrial systems. Multi-Objective Optimization of Industrial Power Generation Systems: Emerging Research and Opportunities provides emerging research exploring the theoretical and practical aspects of the application of intelligent optimization techniques within industrial energy systems. Featuring coverage on a broad range of topics such as swarm intelligence, renewable energy, and predictive modeling, this book is ideally designed for industrialists, engineers, industry professionals, researchers, students, and academics seeking current research on computational intelligence frameworks within the power generation sector.

Advances of Artificial Intelligence in a Green Energy Environment

Author : Pandian Vasant
Publisher : Academic Press
ISBN 13 : 0323885748
Total Pages : 416 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Advances of Artificial Intelligence in a Green Energy Environment by : Pandian Vasant

Download or read book Advances of Artificial Intelligence in a Green Energy Environment written by Pandian Vasant and published by Academic Press. This book was released on 2022-05-20 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances of Artificial Intelligence in a Green Energy Environment reviews the new technologies in intelligent computing and AI that are reducing the dimension of data coverage worldwide. This handbook describes intelligent optimization algorithms that can be applied in various branches of energy engineering where uncertainty is a major concern. Including AI methodologies and applying advanced evolutionary algorithms to real-world application problems for everyday life applications, this book considers distributed energy systems, hybrid renewable energy systems using AI methods, and new opportunities in blockchain technology in smart energy. Covering state-of-the-art developments in a fast-moving technology, this reference is useful for engineering students and researchers interested and working in the AI industry. - Looks at new techniques in artificial intelligence (AI) reducing the dimension of data coverage worldwide - Chapters include AI methodologies using enhanced hybrid swarm-based optimization algorithms - Includes flowchart diagrams for exampling optimizing techniques

Artificial Intelligence in Industry 4.0 and 5G Technology

Author : Pandian Vasant
Publisher : John Wiley & Sons
ISBN 13 : 1119798787
Total Pages : 356 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Artificial Intelligence in Industry 4.0 and 5G Technology by : Pandian Vasant

Download or read book Artificial Intelligence in Industry 4.0 and 5G Technology written by Pandian Vasant and published by John Wiley & Sons. This book was released on 2022-06-30 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Industry 4.0 and 5G Technology Explores innovative and value-added solutions for application problems in the commercial, business, and industry sectors As the pace of Artificial Intelligence (AI) technology innovation continues to accelerate, identifying the appropriate AI capabilities to embed in key decision processes has never been more critical to establishing competitive advantage. New and emerging analytics tools and technologies can be configured to optimize business value, change how an organization gains insights, and significantly improve the decision-making process across the enterprise. Artificial Intelligence in Industry 4.0 and 5G Technology helps readers solve real-world technological engineering optimization problems using evolutionary and swarm intelligence, mathematical programming, multi-objective optimization, and other cutting-edge intelligent optimization methods. Contributions from leading experts in the field present original research on both the theoretical and practical aspects of implementing new AI techniques in a variety of sectors, including Big Data analytics, smart manufacturing, renewable energy, smart cities, robotics, and the Internet of Things (IoT). Presents detailed information on meta-heuristic applications with a focus on technology and engineering sectors such as smart manufacturing, smart production, innovative cities, and 5G networks. Offers insights into the use of metaheuristic strategies to solve optimization problems in business, economics, finance, and industry where uncertainty is a factor. Provides guidance on implementing metaheuristics in different applications and hybrid technological systems. Describes various AI approaches utilizing hybrid meta-heuristics optimization algorithms, including meta-search engines for innovative research and hyper-heuristics algorithms for performance measurement. Artificial Intelligence in Industry 4.0 and 5G Technology is a valuable resource for IT specialists, industry professionals, managers and executives, researchers, scientists, engineers, and advanced students an up-to-date reference to innovative computing, uncertainty management, and optimization approaches.

Applications and Challenges of Maintenance and Safety Engineering in Industry 4.0

Author : Martinetti, Alberto
Publisher : IGI Global
ISBN 13 : 1799839052
Total Pages : 321 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Applications and Challenges of Maintenance and Safety Engineering in Industry 4.0 by : Martinetti, Alberto

Download or read book Applications and Challenges of Maintenance and Safety Engineering in Industry 4.0 written by Martinetti, Alberto and published by IGI Global. This book was released on 2020-06-26 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: To plan, build, monitor, maintain, and dispose of products and assets properly, maintenance and safety requirements must be implemented and followed. A lack of maintenance and safety protocols leads to accidents and environmental disasters as well as unexpected downtime that costs businesses money and time. With the arrival of the Fourth Industrial Revolution and evolving technological tools, it is imperative that safety and maintenance practices be reexamined. Applications and Challenges of Maintenance and Safety Engineering in Industry 4.0 is a collection of innovative research that addresses safety and design for maintenance and reducing the factors that influence and degrade human performance and that provides technological advancements and emergent technologies that reduce the dependence on operator capabilities. Highlighting a wide range of topics including management analytics, internet of things (IoT), and maintenance, this book is ideally designed for engineers, software designers, technology developers, managers, safety officials, researchers, academicians, and students.

Reconstructing Urban Ambiance in Smart Public Places

Author : Abusaada, Hisham
Publisher : IGI Global
ISBN 13 : 1799838579
Total Pages : 280 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Reconstructing Urban Ambiance in Smart Public Places by : Abusaada, Hisham

Download or read book Reconstructing Urban Ambiance in Smart Public Places written by Abusaada, Hisham and published by IGI Global. This book was released on 2020-06-19 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: New technologies have the power to augment many aspects of society, including public spaces and art. The impact of smart technology on urban design is vast and filled with opportunity and has profound implications on the everyday urban environment. Only by starting new conversations can we develop further contemporary insights that will affect how we move through the world. Reconstructing Urban Ambiance in Smart Public Places is a pivotal reference source that provides contemporary insights into a comprehensive interpretation of urban ambiances in smart places as it relates to the development of cities or to various levels of intervention in extant urban environments. The book also examines the impact of architectural design on the creation of urban ambience in artworks and how to reflect this technique in the fields of professional architectural practice. While covering a wide range of topics including wellbeing, quality-related artistry, and atmosphere, this publication combines smart technological innovation with creative design principles. This book is ideally designed for civil engineers, urban designers, architects, entrepreneurs, policymakers, researchers, academicians, and students.

Additive Manufacturing Applications for Metals and Composites

Author : Balasubramanian, K.R.
Publisher : IGI Global
ISBN 13 : 1799840557
Total Pages : 348 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Additive Manufacturing Applications for Metals and Composites by : Balasubramanian, K.R.

Download or read book Additive Manufacturing Applications for Metals and Composites written by Balasubramanian, K.R. and published by IGI Global. This book was released on 2020-06-19 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Additive manufacturing (AM) of metals and composites using laser energy, direct energy deposition, electron beam methods, and wire arc melting have recently gained importance due to their advantages in fabricating the complex structure. Today, it has become possible to reliably manufacture dense parts with certain AM processes for many materials, including steels, aluminum and titanium alloys, superalloys, metal-based composites, and ceramic matrix composites. In the near future, the AM material variety will most likely grow further, with high-performance materials such as intermetallic compounds and high entropy alloys already under investigation. Additive Manufacturing Applications for Metals and Composites is a pivotal reference source that provides vital research on advancing methods and technological developments within additive manufacturing practices. Special attention is paid to the material design of additive manufacturing of parts, the choice of feedstock materials, the metallurgical behavior and synthesis principle during the manufacturing process, and the resulted microstructures and properties, as well as the relationship between these factors. While highlighting topics such as numerical modeling, intermetallic compounds, and statistical techniques, this publication is ideally designed for students, engineers, researchers, manufacturers, technologists, academicians, practitioners, scholars, and educators.

Developing and Monitoring Smart Environments for Intelligent Cities

Author : Mahmood, Zaigham
Publisher : IGI Global
ISBN 13 : 1799850633
Total Pages : 367 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Developing and Monitoring Smart Environments for Intelligent Cities by : Mahmood, Zaigham

Download or read book Developing and Monitoring Smart Environments for Intelligent Cities written by Mahmood, Zaigham and published by IGI Global. This book was released on 2020-11-20 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, intelligent cities, also known as smart cities or cognitive cities, have become a perceived solution for improving the quality of life of citizens while boosting the efficiency of city services and processes. This new vision involves the integration of various sectors of society through the use of the internet of things. By continuing to enhance research for the better development of the smart environments needed to sustain intelligent cities, citizens will be empowered to provision the e-services provided by the city, city officials will have the ability to interact directly with the community as well as monitor digital environments, and smart communities will be developed where citizens can enjoy improved quality of life. Developing and Monitoring Smart Environments for Intelligent Cities compiles the latest research on the development, management, and monitoring of digital cities and intelligent environments into one complete reference source. The book contains chapters that examine current technologies and the future use of internet of things frameworks as well as device connectivity approaches, communication protocols, security challenges, and their inherent issues and limitations. Including unique coverage on topics such as connected vehicles for smart transportation, security issues for smart homes, and building smart cities for the blind, this reference is ideal for practitioners, urban developers, urban planners, academicians, researchers, and students.

Data-Driven Optimization of Manufacturing Processes

Author : Kalita, Kanak
Publisher : IGI Global
ISBN 13 : 1799872084
Total Pages : 298 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Data-Driven Optimization of Manufacturing Processes by : Kalita, Kanak

Download or read book Data-Driven Optimization of Manufacturing Processes written by Kalita, Kanak and published by IGI Global. This book was released on 2020-12-25 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: All machining process are dependent on a number of inherent process parameters. It is of the utmost importance to find suitable combinations to all the process parameters so that the desired output response is optimized. While doing so may be nearly impossible or too expensive by carrying out experiments at all possible combinations, it may be done quickly and efficiently by using computational intelligence techniques. Due to the versatile nature of computational intelligence techniques, they can be used at different phases of the machining process design and optimization process. While powerful machine-learning methods like gene expression programming (GEP), artificial neural network (ANN), support vector regression (SVM), and more can be used at an early phase of the design and optimization process to act as predictive models for the actual experiments, other metaheuristics-based methods like cuckoo search, ant colony optimization, particle swarm optimization, and others can be used to optimize these predictive models to find the optimal process parameter combination. These machining and optimization processes are the future of manufacturing. Data-Driven Optimization of Manufacturing Processes contains the latest research on the application of state-of-the-art computational intelligence techniques from both predictive modeling and optimization viewpoint in both soft computing approaches and machining processes. The chapters provide solutions applicable to machining or manufacturing process problems and for optimizing the problems involved in other areas of mechanical, civil, and electrical engineering, making it a valuable reference tool. This book is addressed to engineers, scientists, practitioners, stakeholders, researchers, academicians, and students interested in the potential of recently developed powerful computational intelligence techniques towards improving the performance of machining processes.

Handbook of Research on Developing Smart Cities Based on Digital Twins

Author : Del Giudice, Matteo
Publisher : IGI Global
ISBN 13 : 1799870936
Total Pages : 674 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Developing Smart Cities Based on Digital Twins by : Del Giudice, Matteo

Download or read book Handbook of Research on Developing Smart Cities Based on Digital Twins written by Del Giudice, Matteo and published by IGI Global. This book was released on 2021-01-15 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent of connected, smart technologies for the built environment may promise a significant value that has to be reached to develop digital city models. At the international level, the role of digital twin is strictly related to massive amounts of data that need to be processed, which proposes several challenges in terms of digital technologies capability, computing, interoperability, simulation, calibration, and representation. In these terms, the development of 3D parametric models as digital twins to evaluate energy assessment of private and public buildings is considered one of the main challenges of the last years. The ability to gather, manage, and communicate contents related to energy saving in buildings for the development of smart cities must be considered a specificity in the age of connection to increase citizen awareness of these fields. The Handbook of Research on Developing Smart Cities Based on Digital Twins contains in-depth research focused on the description of methods, processes, and tools that can be adopted to achieve smart city goals. The book presents a valid medium for disseminating innovative data management methods related to smart city topics. While highlighting topics such as data visualization, a web-based ICT platform, and data-sharing methods, this book is ideally intended for researchers in the building industry, energy, and computer science fields; public administrators; building managers; and energy professionals along with practitioners, stakeholders, researchers, academicians, and students interested in the implementation of smart technologies for the built environment.

Innovation in Power, Control, and Optimization: Emerging Energy Technologies

Author : Vasant, Pandian
Publisher : IGI Global
ISBN 13 : 1613501390
Total Pages : 395 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis Innovation in Power, Control, and Optimization: Emerging Energy Technologies by : Vasant, Pandian

Download or read book Innovation in Power, Control, and Optimization: Emerging Energy Technologies written by Vasant, Pandian and published by IGI Global. This book was released on 2011-09-30 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing a system that can cope with variations of system or control parameters, measurement uncertainty, and complex, multi-objective optimization criteria is a frequent problem in engineering systems design. The need for a priori knowledge and the inability to learn from past experience make the design of robust, adaptive, and stable systems a difficult task. Innovation in Power, Control, and Optimization: Emerging Energy Technologies unites research on the development of techniques and methodologies to improve the performance of power systems, energy planning and environments, controllers and robotics, operation research, and modern artificial computational intelligent techniques. Containing research on power engineering, control systems, and methods of optimization, this book is written for professionals who want to improve their understanding of strategic developments in the area of power, control, and optimization.

Multi-Objective Optimization in Chemical Engineering

Author : Gade Pandu Rangaiah
Publisher : John Wiley & Sons
ISBN 13 : 1118341686
Total Pages : 487 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Multi-Objective Optimization in Chemical Engineering by : Gade Pandu Rangaiah

Download or read book Multi-Objective Optimization in Chemical Engineering written by Gade Pandu Rangaiah and published by John Wiley & Sons. This book was released on 2013-03-20 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: For reasons both financial and environmental, there is a perpetual need to optimize the design and operating conditions of industrial process systems in order to improve their performance, energy efficiency, profitability, safety and reliability. However, with most chemical engineering application problems having many variables with complex inter-relationships, meeting these optimization objectives can be challenging. This is where Multi-Objective Optimization (MOO) is useful to find the optimal trade-offs among two or more conflicting objectives. This book provides an overview of the recent developments and applications of MOO for modeling, design and operation of chemical, petrochemical, pharmaceutical, energy and related processes. It then covers important theoretical and computational developments as well as specific applications such as metabolic reaction networks, chromatographic systems, CO2 emissions targeting for petroleum refining units, ecodesign of chemical processes, ethanol purification and cumene process design. Multi-Objective Optimization in Chemical Engineering: Developments and Applications is an invaluable resource for researchers and graduate students in chemical engineering as well as industrial practitioners and engineers involved in process design, modeling and optimization.

Smart Cities and Machine Learning in Urban Health

Author : Thomas, J. Joshua
Publisher : IGI Global
ISBN 13 : 1799871789
Total Pages : 269 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Smart Cities and Machine Learning in Urban Health by : Thomas, J. Joshua

Download or read book Smart Cities and Machine Learning in Urban Health written by Thomas, J. Joshua and published by IGI Global. This book was released on 2021-11-12 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: The perception of smart cities encompasses a strategy that uses different types of technologies, artificial intelligence (AI), and machine learning and in which, through the internet of things (IoT) and sensor-based data collection, the strategy extrapolates information using insights gained from that data to manage or monitor or track assets, resources, and services efficiently in an urban area. Both these models deeply affect the localities where they are applied and can create together immense possibilities for urban recovery, better quality of life, physical and mental health protection, and economic and social redevelopment. Smart Cities and Machine Learning in Urban Health promotes interdisciplinary work that develops and illustrates the concept of resilience in relation to smart city and machine learning. The book examines the ability of an area and its communities to recover quickly from difficulties; the rigidness and resistance of an area and its communities to possible crisis; the ability of an area, its communities, infrastructure, and business to spring back into shape; and the responsiveness and mitigation towards the crisis with a special look at the impact of the COVID-19 pandemic. The research’s theoretical foundation rests on a wide range of non-architectural sources, primarily AI, sociology, urban studies, and technological development, but it explores everything on cases taken from real cities, thus transforming them into pieces of architectural interest. Covering topics such as carbon emissions, digital healthcare systems, and urban transformation, this book is an essential resource for graduate and post-graduate students, policymakers, researchers, university faculty, engineers, public management, hospital administration, professors, and academicians.

Large-Scale Integrated Energy Systems

Author : Qing-Hua Wu
Publisher : Springer
ISBN 13 : 9811369437
Total Pages : 193 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Large-Scale Integrated Energy Systems by : Qing-Hua Wu

Download or read book Large-Scale Integrated Energy Systems written by Qing-Hua Wu and published by Springer. This book was released on 2019-06-29 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses key issues in the planning and operation of large-scale integrated energy systems (LSIES). It establishes individual-based models for LSIES and develops multi-objective optimization algorithms and multi-attribute decision making support systems, which are applied to the planning and optimal operation of LSIES. It is a valuable reference work for researchers, students and engineers who are interested in energy systems, operation research and decision theory.

Multi-objective Optimization Application in Power Systems

Author : Yasamin Rahnamafard
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (131 download)

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Book Synopsis Multi-objective Optimization Application in Power Systems by : Yasamin Rahnamafard

Download or read book Multi-objective Optimization Application in Power Systems written by Yasamin Rahnamafard and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: For hundreds of years, electricity supply industries have been in the hands of monopoly utilities, until engineers conceived the management of this industry as a challenging multi-objective optimization problem. Multiple objectives need to interact in divergent or competing interests to win the competition and to deliver the electrical energy and keep the lights on. The most highlighted objectives are the economic dispatch of power for satisfying consumers with lower power bill costs, the minimum loss in transmission lines, the environmental emission reduction, and the reliability and stability of the voltage and generated power. The consideration of mentioned goals push for a tighter coordination of planning and operation scheduling in a power system and raises interest in using multi-objective optimization methods in power system applications. The Optimal Power Flow (OPF) is used to determine an optimal operating condition for power systems while considering the limitations and system constraints such as: generator capability, line capacity, bus voltages, and power flow balances. Among many optimization methods, the Teaching-Learning Based Optimization (TLBO) algorithm has gained wide acceptance in different areas of science and engineering. In this study, the Teaching-Learning-Based Optimization algorithm is used to optimize the Optimal Power Flow problem considering total fuel cost of generation, emission, voltage deviation and, active power transmission losses in single and multi-objective cases. The method has been applied on the IEEE 30-bus and IEEE 57-bus test systems for several OPF objectives including minimization of fuel cost, emission, voltage deviation, and power losses, and the results reflect the effectiveness of the method.

Conference Proceedings of the 2023 3rd International Joint Conference on Energy, Electrical and Power Engineering

Author : Cungang Hu
Publisher : Springer Nature
ISBN 13 : 9819739403
Total Pages : 822 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Conference Proceedings of the 2023 3rd International Joint Conference on Energy, Electrical and Power Engineering by : Cungang Hu

Download or read book Conference Proceedings of the 2023 3rd International Joint Conference on Energy, Electrical and Power Engineering written by Cungang Hu and published by Springer Nature. This book was released on with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Modeling and Simulation of Energy Systems

Author : Thomas A. Adams II
Publisher : MDPI
ISBN 13 : 3039215183
Total Pages : 496 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Modeling and Simulation of Energy Systems by : Thomas A. Adams II

Download or read book Modeling and Simulation of Energy Systems written by Thomas A. Adams II and published by MDPI. This book was released on 2019-11-06 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy Systems Engineering is one of the most exciting and fastest growing fields in engineering. Modeling and simulation plays a key role in Energy Systems Engineering because it is the primary basis on which energy system design, control, optimization, and analysis are based. This book contains a specially curated collection of recent research articles on the modeling and simulation of energy systems written by top experts around the world from universities and research labs, such as Massachusetts Institute of Technology, Yale University, Norwegian University of Science and Technology, National Energy Technology Laboratory of the US Department of Energy, University of Technology Sydney, McMaster University, Queens University, Purdue University, the University of Connecticut, Technical University of Denmark, the University of Toronto, Technische Universität Berlin, Texas A&M, the University of Pennsylvania, and many more. The key research themes covered include energy systems design, control systems, flexible operations, operational strategies, and systems analysis. The addressed areas of application include electric power generation, refrigeration cycles, natural gas liquefaction, shale gas treatment, concentrated solar power, waste-to-energy systems, micro-gas turbines, carbon dioxide capture systems, energy storage, petroleum refinery unit operations, Brayton cycles, to name but a few.

Comprehensive Energy Systems

Author : Ibrahim Dincer
Publisher : Elsevier
ISBN 13 : 0128149256
Total Pages : 5543 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Comprehensive Energy Systems by : Ibrahim Dincer

Download or read book Comprehensive Energy Systems written by Ibrahim Dincer and published by Elsevier. This book was released on 2018-02-07 with total page 5543 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive Energy Systems, Seven Volume Set provides a unified source of information covering the entire spectrum of energy, one of the most significant issues humanity has to face. This comprehensive book describes traditional and novel energy systems, from single generation to multi-generation, also covering theory and applications. In addition, it also presents high-level coverage on energy policies, strategies, environmental impacts and sustainable development. No other published work covers such breadth of topics in similar depth. High-level sections include Energy Fundamentals, Energy Materials, Energy Production, Energy Conversion, and Energy Management. Offers the most comprehensive resource available on the topic of energy systems Presents an authoritative resource authored and edited by leading experts in the field Consolidates information currently scattered in publications from different research fields (engineering as well as physics, chemistry, environmental sciences and economics), thus ensuring a common standard and language