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Applications of Artificial Intelligence in Process Systems Engineering

Applications of Artificial Intelligence in Process Systems Engineering
  • Author : Jingzheng Ren
  • Publsiher : Elsevier
  • Release : 01 March 2021
  • ISBN : 012821743X
  • Pages : 312 pages
  • Rating : 4/5 from 21 ratings
GET THIS BOOKApplications of Artificial Intelligence in Process Systems Engineering

Summary:
Applications of Artificial Intelligence in Process Systems Engineering offers a broad perspective on the issues related to artificial intelligence technologies and their applications in chemical and process engineering. The book comprehensively introduces the methodology and applications of AI technologies in process systems engineering, making it an indispensable reference for researchers and students. As chemical processes and systems are usually non-linear and complex, thus making it challenging to apply AI methods and technologies, this book is an ideal resource on emerging areas such as cloud computing, big data, the industrial Internet of Things and deep learning. With process systems engineering's potential to become one of the driving forces for the development of AI technologies, this book covers all the right bases. Explains the concept of machine learning, deep learning and state-of-the-art intelligent algorithms Discusses AI-based applications in process modeling and simulation, process integration and optimization, process control, and fault detection and diagnosis Gives direction to future development trends of AI technologies in chemical and process engineering


Applications of Artificial Intelligence in Process Systems Engineering

Applications of Artificial Intelligence in Process Systems Engineering
  • Author : Jingzheng Ren,Weifeng Shen,Yi Man,Lichun DOng
  • Publisher : Elsevier
  • Release : 01 March 2021
GET THIS BOOKApplications of Artificial Intelligence in Process Systems Engineering

Applications of Artificial Intelligence in Process Systems Engineering offers a broad perspective on the issues related to artificial intelligence technologies and their applications in chemical and process engineering. The book comprehensively introduces the methodology and applications of AI technologies in process systems engineering, making it an indispensable reference for researchers and students. As chemical processes and systems are usually non-linear and complex, thus making it challenging to apply AI methods and technologies, this book is an ideal resource on emerging


Artificial Intelligence in Process Engineering

Artificial Intelligence in Process Engineering
  • Author : Michael Mavrovouniotis
  • Publisher : Elsevier
  • Release : 02 December 2012
GET THIS BOOKArtificial Intelligence in Process Engineering

Artificial Intelligence in Process Engineering aims to present a diverse sample of Artificial Intelligence (AI) applications in process engineering. The book contains contributions, selected by the editors based on educational value and diversity of AI methods and process engineering application domains. Topics discussed in the text include the use of qualitative reasoning for modeling and simulation of chemical systems; the use of qualitative models in discrete event simulation to analyze malfunctions in processing systems; and the diagnosis of faults in


Application of Artificial Intelligence in Process Control

Application of Artificial Intelligence in Process Control
  • Author : L. Boullart,A. Krijgsman,R. A. Vingerhoeds
  • Publisher : Elsevier
  • Release : 22 October 2013
GET THIS BOOKApplication of Artificial Intelligence in Process Control

This book is the result of a united effort of six European universities to create an overall course on the appplication of artificial intelligence (AI) in process control. The book includes an introduction to key areas including; knowledge representation, expert, logic, fuzzy logic, neural network, and object oriented-based approaches in AI. Part two covers the application to control engineering, part three: Real-Time Issues, part four: CAD Systems and Expert Systems, part five: Intelligent Control and part six: Supervisory Control, Monitoring


Artificial Intelligence

Artificial Intelligence
  • Author : Marco Antonio Aceves-Fernandez
  • Publisher : BoD – Books on Demand
  • Release : 27 June 2018
GET THIS BOOKArtificial Intelligence

Artificial intelligence (AI) is taking an increasingly important role in our society. From cars, smartphones, airplanes, consumer applications, and even medical equipment, the impact of AI is changing the world around us. The ability of machines to demonstrate advanced cognitive skills in taking decisions, learn and perceive the environment, predict certain behavior, and process written or spoken languages, among other skills, makes this discipline of paramount importance in today's world. Although AI is changing the world for the better in


Advances in Artificial Intelligence, Software and Systems Engineering

Advances in Artificial Intelligence, Software and Systems Engineering
  • Author : Tareq Z. Ahram
  • Publisher : Springer
  • Release : 28 June 2018
GET THIS BOOKAdvances in Artificial Intelligence, Software and Systems Engineering

This book focuses on emerging issues following the integration of artificial intelligence systems in our daily lives. It focuses on the cognitive, visual, social and analytical aspects of computing and intelligent technologies, highlighting ways to improve technology acceptance, effectiveness, and efficiency. Topics such as responsibility, integration and training are discussed throughout. The book also reports on the latest advances in systems engineering, with a focus on societal challenges and next-generation systems and applications for meeting them. It also discusses applications


Cognitive Systems Engineering

Cognitive Systems Engineering
  • Author : Philip J. Smith,Robert R. Hoffman
  • Publisher : CRC Press
  • Release : 25 October 2017
GET THIS BOOKCognitive Systems Engineering

This volume provides an exceptional perspective on the nature, evolution, contributions and future of the field of Cognitive Systems Engineering (CSE). It is a resource to support both the teaching and practice of CSE. It accomplishes this through its organization into two complementary approaches to the topic. The first is an historical perspective: In the retrospections of leaders of the field, what have been the seminal achievements of cognitive human factors? What are the "lessons learned" that became foundational to


Process Systems Engineering 2003

Process Systems Engineering 2003
  • Author : Bingzhen Chen,Art Westerberg
  • Publisher : Elsevier
  • Release : 06 June 2003
GET THIS BOOKProcess Systems Engineering 2003

Contains proceedings from the 8th International Symposium on Process Systems Engineering (PSE), which brought together the global community of process systems engineering researchers and practitioners involved in the creation and application of computing based methodologies for planning, design, operation, control, and maintenance of chemical processes. Contains proceeding from the 8th International Symposium on Process Systems Engineering Conference theme for PSE 2003 is 'supporting business decision making'


Machine Learning and Systems Engineering

Machine Learning and Systems Engineering
  • Author : Sio-Iong Ao,Burghard B. Rieger,Mahyar Amouzegar
  • Publisher : Springer Science & Business Media
  • Release : 05 October 2010
GET THIS BOOKMachine Learning and Systems Engineering

A large international conference on Advances in Machine Learning and Systems Engineering was held in UC Berkeley, California, USA, October 20-22, 2009, under the auspices of the World Congress on Engineering and Computer Science (WCECS 2009). Machine Learning and Systems Engineering contains forty-six revised and extended research articles written by prominent researchers participating in the conference. Topics covered include Expert system, Intelligent decision making, Knowledge-based systems, Knowledge extraction, Data analysis tools, Computational biology, Optimization algorithms, Experiment designs, Complex system identification, Computational modeling,


Applications of Artificial Intelligence Techniques in Engineering

Applications of Artificial Intelligence Techniques in Engineering
  • Author : Hasmat Malik,Smriti Srivastava,Yog Raj Sood,Aamir Ahmad
  • Publisher : Springer
  • Release : 18 September 2018
GET THIS BOOKApplications of Artificial Intelligence Techniques in Engineering

The book is a collection of high-quality, peer-reviewed innovative research papers from the International Conference on Signals, Machines and Automation (SIGMA 2018) held at Netaji Subhas Institute of Technology (NSIT), Delhi, India. The conference offered researchers from academic and industry the opportunity to present their original work and exchange ideas, information, techniques and applications in the field of computational intelligence, artificial intelligence and machine intelligence. The book is divided into two volumes discussing a wide variety of industrial, engineering and scientific


Intelligent Systems for Engineers and Scientists, Third Edition

Intelligent Systems for Engineers and Scientists, Third Edition
  • Author : Adrian A. Hopgood
  • Publisher : CRC Press
  • Release : 23 February 2016
GET THIS BOOKIntelligent Systems for Engineers and Scientists, Third Edition

The third edition of this bestseller examines the principles of artificial intelligence and their application to engineering and science, as well as techniques for developing intelligent systems to solve practical problems. Covering the full spectrum of intelligent systems techniques, it incorporates knowledge-based systems, computational intelligence, and their hybrids. Using clear and concise language, Intelligent Systems for Engineers and Scientists, Third Edition features updates and improvements throughout all chapters. It includes expanded and separated chapters on genetic algorithms and single-candidate optimization


Intelligent Control Systems with an Introduction to System of Systems Engineering

Intelligent Control Systems with an Introduction to System of Systems Engineering
  • Author : Thrishantha Nanayakkara,Ferat Sahin,Mo Jamshidi
  • Publisher : CRC Press
  • Release : 03 September 2018
GET THIS BOOKIntelligent Control Systems with an Introduction to System of Systems Engineering

From aeronautics and manufacturing to healthcare and disaster management, systems engineering (SE) now focuses on designing applications that ensure performance optimization, robustness, and reliability while combining an emerging group of heterogeneous systems to realize a common goal. Use SoS to Revolutionize Management of Large Organizations, Factories, and Systems Intelligent Control Systems with an Introduction to System of Systems Engineering integrates the fundamentals of artificial intelligence and systems control in a framework applicable to both simple dynamic systems and large-scale system


Expert Systems in Engineering Applications

Expert Systems in Engineering Applications
  • Author : Spyros Tzafestas
  • Publisher : Springer Science & Business Media
  • Release : 06 December 2012
GET THIS BOOKExpert Systems in Engineering Applications

Expert system technology is receiving increasing popularity and acceptance in the engineering community. This is due to the fact that there actually exists a close match between the capabilities of the current generation expert systems and the requirements of engineering practice. Prepared by a distinguished team of experts, this book provides a balanced state-of-the-art presentation of the design principles of engineering expert systems, and a representative picture of their capabilities to assist efficiently the design, diagnosis and operation of complex


Batch Processing Systems Engineering

Batch Processing Systems Engineering
  • Author : Gintaras V. Reklaitis,Aydin K. Sunol,David W.T. Rippin,Öner Hortacsu
  • Publisher : Springer Science & Business Media
  • Release : 06 December 2012
GET THIS BOOKBatch Processing Systems Engineering

Batch chemical processing has in the past decade enjoyed a return to respectability as a valuable, effective, and often preferred mode of process operation. This book provides the first comprehensive and authoritative coverage that reviews the state of the art development in the field of batch chemical systems engineering, applications in various chemical industries, current practice in different parts of the world, and future technical challenges. Developments in enabling computing technologies such as simulation, mathematical programming, knowledge based systems, and



Predictive Modelling for Energy Management and Power Systems Engineering

Predictive Modelling for Energy Management and Power Systems Engineering
  • Author : Ravinesh Deo,Pijush Samui,Sanjiban Sekhar Roy
  • Publisher : Elsevier
  • Release : 30 September 2020
GET THIS BOOKPredictive Modelling for Energy Management and Power Systems Engineering

Predictive Modeling for Energy Management and Power Systems Engineering introduces readers to the cutting-edge use of big data and large computational infrastructures in energy demand estimation and power management systems. The book supports engineers and scientists who seek to become familiar with advanced optimization techniques for power systems designs, optimization techniques and algorithms for consumer power management, and potential applications of machine learning and artificial intelligence in this field. The book provides modeling theory in an easy-to-read format, verified with