Skip to main content

Applications Of Artificial Intelligence In Process Systems Engineering

In Order to Read Online or Download Applications Of Artificial Intelligence In Process Systems Engineering Full eBooks in PDF, EPUB, Tuebl and Mobi you need to create a Free account. Get any books you like and read everywhere you want. Fast Download Speed ~ Commercial & Ad Free. We cannot guarantee that every book is in the library!

Applications of Artificial Intelligence in Process Systems Engineering

Applications of Artificial Intelligence in Process Systems Engineering Book
Author : Jingzheng Ren,Weifeng Shen,Yi Man,Lichun DOng
Publisher : Elsevier
Release : 2021-03-01
ISBN : 012821743X
Language : En, Es, Fr & De

GET BOOK

Book Description :

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

Machine Learning and Systems Engineering

Machine Learning and Systems Engineering Book
Author : Sio-Iong Ao,Burghard B. Rieger,Mahyar Amouzegar
Publisher : Springer Science & Business Media
Release : 2010-10-05
ISBN : 9789048194193
Language : En, Es, Fr & De

GET BOOK

Book Description :

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, and industrial applications. Machine Learning and Systems Engineering offers the state of the art of tremendous advances in machine learning and systems engineering and also serves as an excellent reference text for researchers and graduate students, working on machine learning and systems engineering.

Process Systems Engineering 2003

Process Systems Engineering 2003 Book
Author : Bingzhen Chen,Art Westerberg
Publisher : Elsevier
Release : 2003-06-06
ISBN : 9780080542188
Language : En, Es, Fr & De

GET BOOK

Book Description :

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'

Batch Processing Systems Engineering

Batch Processing Systems Engineering Book
Author : Gintaras V. Reklaitis,Aydin K. Sunol,David W.T. Rippin,Öner Hortacsu
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 3642609724
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 prognosis of how these developments would impact future progress in the batch domain are covered. Design issues for complex unit processes and batch plants as well as operational issues such as control and scheduling are also addressed.

Artificial Intelligence in Chemical Engineering

Artificial Intelligence in Chemical Engineering Book
Author : Thomas E. Quantrille,Y. A. Liu
Publisher : Elsevier
Release : 2012-12-02
ISBN : 0080571212
Language : En, Es, Fr & De

GET BOOK

Book Description :

Artificial intelligence (AI) is the part of computer science concerned with designing intelligent computer systems (systems that exhibit characteristics we associate with intelligence in human behavior). This book is the first published textbook of AI in chemical engineering, and provides broad and in-depth coverage of AI programming, AI principles, expert systems, and neural networks in chemical engineering. This book introduces the computational means and methodologies that are used to enable computers to perform intelligent engineering tasks. A key goal is to move beyond the principles of AI into its applications in chemical engineering. After reading this book, a chemical engineer will have a firm grounding in AI, know what chemical engineering applications of AI exist today, and understand the current challenges facing AI in engineering. Allows the reader to learn AI quickly using inexpensive personal computers Contains a large number of illustrative examples, simple exercises, and complex practice problems and solutions Includes a computer diskette for an illustrated case study Demonstrates an expert system for separation synthesis (EXSEP) Presents a detailed review of published literature on expert systems and neural networks in chemical engineering

10th International Symposium on Process Systems Engineering

10th International Symposium on Process Systems Engineering Book
Author : Rita Maria de Brito Alves,Cláudio Augusto Oller do Nascimento,Evaristo Chalbaud Biscaia (Jr)
Publisher : Elsevier
Release : 2009
ISBN : 0444534350
Language : En, Es, Fr & De

GET BOOK

Book Description :

The 10th International Symposium on Process Systems Engineering, PSE'09, will be held in Salvador-Bahia, Brazil on August 16-20, 2009. The special focus of PSE 2009 is Sustainability, Energy and Engineering. PSE 2009 is the tenth in the triennial series of international symposia on process systems engineering initiated in 1982. The meeting is brings together the worldwide PSE community of researchers and practitioners who are involved in the creation and application of computing-based methodologies for planning, design, operation, control and maintenance of chemical and petrochemical process industries. PSE'09 will look at how the PSE methods and tools can support sustainable resource systems and emerging technologies in the areas of green engineering: environmentally conscious design of industrial processes. PSE methods and tools support: - sustainable resource systems - emerging technologies in the areas of green engineering - environmentally conscious design of industrial processes

10th International Symposium on Process Systems Engineering PSE2009

10th International Symposium on Process Systems Engineering   PSE2009 Book
Author : Rita Maria de Brito Alves,Claudio Augusto Oller do Nascimento,Evaristo Chalbaud Biscaia
Publisher : Elsevier
Release : 2009-08-05
ISBN : 9780444534736
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book contains the proceedings of the 10e of a series of international symposia on process systems engineering (PSE) initiated in 1982. The special focus of PSE09 is how PSE methods can support sustainable resource systems and emerging technologies in the areas of green engineering. * Contains fully searchable CD of all printed contributions * Focus on sustainable green engineering * 9 Plenary papers, 21 Keynote lectures by leading experts in the field

Application of Artificial Intelligence in Process Control

Application of Artificial Intelligence in Process Control Book
Author : L. Boullart,A. Krijgsman,R. A. Vingerhoeds
Publisher : Elsevier
Release : 2013-10-22
ISBN : 008091263X
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 and Optimization.

Industrial and Engineering Applications of Artificial Intelligence and Expert Systems

Industrial and Engineering Applications of Artificial Intelligence and Expert Systems Book
Author : Fevzi Belli,Franz J. Radermacher
Publisher : Springer Science & Business Media
Release : 1992-06-03
ISBN : 9783540556015
Language : En, Es, Fr & De

GET BOOK

Book Description :

This volume contains the 5 invited papers and 72 selected papers that were presented at the Fifth International Conference on Industrial and Engineering Applications of Artificial Intelligence. This is the first IEA/AIE conference to take place outside the USA: more than 120 papers were received from 23 countries, clearly indicating the international character of the conference series. Each paper was reviewed by at least three referees. The papers are grouped into parts on: CAM, reasoning and modelling, pattern recognition, software engineering and AI/ES, CAD, vision, verification and validation, neural networks, machine learning, fuzzy logic and control, robotics, design and architecture, configuration, finance, knowledge-based systems, knowledge representation, knowledge acquisition and language processing, reasoning and decision support, intelligent interfaces/DB and tutoring, fault diagnosis, planning and scheduling, and data/sensor fusion.

Engineering of Intelligent Systems

Engineering of Intelligent Systems Book
Author : Laszlo Monostori,Jozsef Vancza
Publisher : Springer Science & Business Media
Release : 2001-05-25
ISBN : 3540422196
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book constitutes the refereed proceedings of the 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Export Systems, IEA/AIE 2001, held in Budapest, Hungary in June 2001. The 104 papers presented were carefully reviewed and selected from a total of 140 submissions. The proceedings offer topical sections on searching, knowledge representation, model-based reasoning, machine learning, data mining, soft computing, evolutionary algorithms, distributed problem solving, export systems, pattern and speech recognition, vision language processing, planning and scheduling, robotics, autonomous agents, design, control, manufacturing systems, finance and business, software engineering, and intelligent tutoring.

Artificial Intelligence in Process Engineering

Artificial Intelligence in Process Engineering Book
Author : Michael Mavrovouniotis
Publisher : Elsevier
Release : 2012-12-02
ISBN : 0323153143
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 processes that are controlled by Programmable Logic Controllers. There are also debates on the issue of quantitative versus qualitative information. The control of batch processes, a design of a system that synthesizes bioseparation processes, and process design in the domain of chemical (rather than biochemical) systems are likewise covered in the text. This publication will be of value to industrial engineers and process engineers and researchers.

Developments in Applied Artificial Intelligence

Developments in Applied Artificial Intelligence Book
Author : Paul Chung,Chris Hinde
Publisher : Springer Science & Business Media
Release : 2003-06-11
ISBN : 3540404554
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book constitutes the refereed proceedings of the 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2003, held in Loughborough, UK in June 2003. The 81 revised full papers presented were carefully reviewed and selected from more than 140 submissions. Among the topics addressed are soft computing, fuzzy logic, diagnosis, knowledge representation, knowledge management, automated reasoning, machine learning, planning and scheduling, evolutionary computation, computer vision, agent systems, algorithmic learning, tutoring systems, financial analysis, etc.

Industrial and Engineering Applications or Artificial Intelligence and Expert Systems

Industrial and Engineering Applications or Artificial Intelligence and Expert Systems Book
Author : Takushi Tanaka,Moonis Ali,Setsuo Ohsuga
Publisher : CRC Press
Release : 1997-01-30
ISBN : 9789056995249
Language : En, Es, Fr & De

GET BOOK

Book Description :

This work represents a broad spectrum of new ideas in the field of applied artificial intelligence and expert systems, and serves to disseminate information regarding intelligent methodologies and their implementation in solving various problems in industry and engineering. Many innovative artificial intelligence (AI) systems have emerged as the result of engineering machines to think like humans and perform intelligent functions. However, only recently have intelligent systems been applied to solve real life problems.

Industrial and Engineering Applications of Artificial Intelligence and Expert Systems

Industrial and Engineering Applications of Artificial Intelligence and Expert Systems Book
Author : Graham F. Forsyth,Moonis Ali
Publisher : CRC Press
Release : 1995-08-08
ISBN : 9782884491983
Language : En, Es, Fr & De

GET BOOK

Book Description :

Artificial Intelligence (AI) is still seen by some as a controversial area of computer science research. This opinion is reinforced by the perception that AI is about the creation of a model of human intelligence in a computer and the fact that this has not yet been done. In fact, this demonstrably false impression of AI is nowhere further from the truth than in the areas of industry and engineering where AI techniques have become the norm in sectors including computer aided design, intelligent manufacturing, and control. AI techniques are fast becoming accepted in industry-related areas such as production of technical documentation, planning and scheduling of processes, fuzzy control and analysis (e.g., parameter extraction) of real-time engineering data. The papers in this volume represent work by both computer scientists and engineers separately and together. They directly and indirectly represent a real collaboration between computer science and engineering, covering a wide variety of fields related to intelligent systems technology ranging from neural networks; knowledge acquisition and representation; automated scheduling; machine learning; multimedia; genetic algorithms; fuzzy logic; robotics; automated reasoning; heuristic searching; automated problem solving; temporal, spatial and model-based reasoning; clustering; blackboard architectures; automated design; pattern recognition and image processing; automated planning; speech recognition; simulated annealing; and intelligent tutoring, as well as various computer applications of intelligent systems including financial analysis, artificial insemination, automated manufacturing, diagnosis, oil discoveries, communications and controls, health delivery, air travel and tourist information processing, and aircraft trajectory planning.

Online and Distance Learning Concepts Methodologies Tools and Applications

Online and Distance Learning  Concepts  Methodologies  Tools  and Applications Book
Author : Tomei, Lawrence A.
Publisher : IGI Global
Release : 2007-07-31
ISBN : 1599049368
Language : En, Es, Fr & De

GET BOOK

Book Description :

"This comprehensive, six-volume collection addresses all aspects of online and distance learning, including information communication technologies applied to education, virtual classrooms, pedagogical systems, Web-based learning, library information systems, virtual universities, and more. It enables libraries to provide a foundational reference to meet the information needs of researchers, educators, practitioners, administrators, and other stakeholders in online and distance learning"--Provided by publisher.

Twelfth Conference on Innovative Applications of Artificial Intelligence

Twelfth Conference on Innovative Applications of Artificial Intelligence Book
Author : American Association for Artificial Intelligence
Publisher : Aaai Press
Release : 2000
ISBN :
Language : En, Es, Fr & De

GET BOOK

Book Description :

AAAI proceedings describe innovative concepts, techniques, perspectives, and observations that present promising research directions in artificial intelligence. The annual AAAI National Conference provides a forum for information exchange and interaction among researchers from all disciplines of AI. Contributions include theoretical, experimental, and empirical results. Topics cover principles of cognition, perception, and action; the design, application, and evaluation of AI algorithms and systems; architectures and frameworks for classes of AI systems; and analyses of tasks and domains in which intelligent systems perform. Distributed for AAAI Press.

Process Planning Optimization in Reconfigurable Manufacturing Systems

Process Planning Optimization in Reconfigurable Manufacturing Systems Book
Author : Farayi Musharavati
Publisher : Universal-Publishers
Release : 2010-09
ISBN : 1599423596
Language : En, Es, Fr & De

GET BOOK

Book Description :

To date, reconfigurable manufacturing systems (RMSs) are among the most effective manufacturing styles that can offer manufacturers an alternative way of facing up to the challenges of continual changes in production requirements within the global, competitive and dynamic manufacturing environments. However, availability of optimal process plans that are suitable for reconfigurable manufacturing is one of the key enablers - yet to be fully unlocked - for realizing the full benefits of true RMSs. To unlock the process planning key and advance the state of art of reconfigurable manufacturing in the manufacturing industry, a number of questions need to be answered: (i) what decision making models and (ii) what computational techniques, can be applied to provide optimal manufacturing process planning solutions that are suitable for logical reconfiguration in manufacturing systems? To answer these questions, you must understand how to model reconfigurable manufacturing activities in an optimization perspective. You must also understand how to develop and select appropriate optimization techniques for solving process planning problems in manufacturing systems. To this end, Process Planning Optimization in Reconfigurable Manufacturing Systems covers: the design and operation of RMSs, optimal process planning modelling for reconfigurable manufacturing and the design and implementation of heuristic algorithm design techniques. The author explores how to: model optimization problems, select suitable optimization techniques, develop optimization algorithms, comparatively analyze the performance of candidate metaheuristics and how to investigate the effects of optimal process planning solutions on operating levels in manufacturing systems. This book delineates five alternative heuristic algorithm design techniques based on simulated annealing, genetic algorithms and the boltzmann machine that are tasked to solve manufacturing process planning optimization problems in RMSs. After reading this book, you will understand: how a reconfigurable manufacturing system works, the different types of manufacturing optimization problems associated with reconfigurable manufacturing, as well as the conventional and intelligent techniques that are suitable for solving process planning optimization problems. You will also be able to develop and implement effective optimization procedures and algorithms for a wide spectrum of optimization problems in design and reconfigurable manufacturing."

Innovations in Applied Artificial Intelligence

Innovations in Applied Artificial Intelligence Book
Author : Bob Orchard,Chunsheng Yang,Ali Moonis
Publisher : Springer Science & Business Media
Release : 2004-05-07
ISBN : 3540220070
Language : En, Es, Fr & De

GET BOOK

Book Description :

This book constitutes the refereed proceedings of the 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, held in Ottawa, Canada, in May 2004. The 129 revised full papers presented were carefully reviewed and selected from 208 submissions. The papers are organized in topical sections on neural networks, bioinformatics, data mining, general applications, autonomous agents, intelligent systems, knowledge processing and NLP, intelligent user interfaces, evolutionary computing, fuzzy logic, human-roboter interaction, computer vision and image processing, machine learning and case-based reasoning, heuristic search, security, Internet applications, planning and scheduling, constraint satisfaction, e-learning, expert systems, applications to design, machine learning, and image processing.