Search Results for: application of ai in chemical engineering

Applications Of Artificial Intelligence In Process Systems Engineering

Applications of Artificial Intelligence in Process Systems Engineering PDF
Author: Jingzheng Ren
Publisher: Elsevier
ISBN: 012821743X
Size: 72.71 MB
Format: PDF
Category : Technology & Engineering
Languages : en
Pages : 540
View: 346

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Applications Of Artificial Intelligence In Process Systems Engineering

by Jingzheng Ren, Applications Of Artificial Intelligence In Process Systems Engineering Books available in PDF, EPUB, Mobi Format. Download Applications Of Artificial Intelligence In Process Systems Engineering books, 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


Application Of Ai In Chemical Engineering

Application of AI in Chemical Engineering PDF
Author: Zeinab Hajjar
Publisher:
ISBN:
Size: 22.58 MB
Format: PDF
Category : Computers
Languages : en
Pages :
View: 1632

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Application Of Ai In Chemical Engineering

by Zeinab Hajjar, Application Of Ai In Chemical Engineering Books available in PDF, EPUB, Mobi Format. Download Application Of Ai In Chemical Engineering books, A major shortcoming of traditional strategies is the fact that solving chemical engineering problems due to the highly nonlinear behavior of chemical processes is often impossible or very difficult. Today, artificial intelligence (AI) techniques are becoming useful due to simple implementation, easy designing, generality, robustness and flexibility. The AI includes various branches, namely, artificial neural network, fuzzy logic, genetic algorithm, expert systems and hybrid systems. They have been widely used in various applications of the chemical engineering field including modeling, process control, classification, fault detection and diagnosis. In this chapter, the capabilities of AI are investigated in various chemical engineering fields.


Applications Of Artificial Intelligence Techniques In The Petroleum Industry

Applications of Artificial Intelligence Techniques in the Petroleum Industry PDF
Author: Abdolhossein Hemmati Sarapardeh
Publisher: Gulf Professional Publishing
ISBN: 0128186801
Size: 13.25 MB
Format: PDF, ePub, Mobi
Category : Science
Languages : en
Pages : 322
View: 188

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Applications Of Artificial Intelligence Techniques In The Petroleum Industry

by Abdolhossein Hemmati Sarapardeh, Applications Of Artificial Intelligence Techniques In The Petroleum Industry Books available in PDF, EPUB, Mobi Format. Download Applications Of Artificial Intelligence Techniques In The Petroleum Industry books, Applications of Artificial Intelligence Techniques in the Petroleum Industry gives engineers a critical resource to help them understand the machine learning that will solve specific engineering challenges. The reference begins with fundamentals, covering preprocessing of data, types of intelligent models, and training and optimization algorithms. The book moves on to methodically address artificial intelligence technology and applications by the upstream sector, covering exploration, drilling, reservoir and production engineering. Final sections cover current gaps and future challenges. Teaches how to apply machine learning algorithms that work best in exploration, drilling, reservoir or production engineering Helps readers increase their existing knowledge on intelligent data modeling, machine learning and artificial intelligence, with foundational chapters covering the preprocessing of data and training on algorithms Provides tactics on how to cover complex projects such as shale gas, tight oils, and other types of unconventional reservoirs with more advanced model input


Die Wissenschaften Vom K Nstlichen

Die Wissenschaften vom K  nstlichen PDF
Author: Herbert A. Simon
Publisher: Springer
ISBN: 9783709193839
Size: 51.43 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : de
Pages : 241
View: 7120

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Die Wissenschaften Vom K Nstlichen

by Herbert A. Simon, Die Wissenschaften Vom K Nstlichen Books available in PDF, EPUB, Mobi Format. Download Die Wissenschaften Vom K Nstlichen books, Die Wissenschaften vom Künstlichen von Herbert A. Simon gilt seit dem Erscheinen der ersten Ausgabe im Jahr 1969 als "Klassiker" der Literatur zum Thema Künstliche Intelligenz. Simon hat zusammen mit den Computerwissenschaftlern Allen Newell, Marvin Minsky und John McCarthy Mitte der fünfziger Jahre das so bezeichnete - von Alan Turing antizipierte - Forschungsgebiet der Computerwissenschaft und der Psychologie ins Leben gerufen. Seine herausragende, allgemeinverständliche Darstellung von Grundüberlegungen und philosophischen Aspekten der Künstlichen Intelligenz ist heute aktueller denn je, nicht nur wegen der ständig zunehmenden Bedeutung der Forschung und Entwicklung auf diesem Gebiet, sondern auch aufgrund des verbreiteten Mangels an Grundkenntnissen für eine kritische Auseinandersetzung mit der Künstlichen Intelligenz.


Machine Learning In Chemistry

Machine Learning in Chemistry PDF
Author: Hugh M Cartwright
Publisher: Royal Society of Chemistry
ISBN: 1839160241
Size: 21.60 MB
Format: PDF, ePub, Mobi
Category : Science
Languages : en
Pages : 546
View: 4158

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Machine Learning In Chemistry

by Hugh M Cartwright, Machine Learning In Chemistry Books available in PDF, EPUB, Mobi Format. Download Machine Learning In Chemistry books, Progress in the application of machine learning (ML) to the physical and life sciences has been rapid. A decade ago, the method was mainly of interest to those in computer science departments, but more recently ML tools have been developed that show significant potential across wide areas of science. There is a growing consensus that ML software, and related areas of artificial intelligence, may, in due course, become as fundamental to scientific research as computers themselves. Yet a perception remains that ML is obscure or esoteric, that only computer scientists can really understand it, and that few meaningful applications in scientific research exist. This book challenges that view. With contributions from leading research groups, it presents in-depth examples to illustrate how ML can be applied to real chemical problems. Through these examples, the reader can both gain a feel for what ML can and cannot (so far) achieve, and also identify characteristics that might make a problem in physical science amenable to a ML approach. This text is a valuable resource for scientists who are intrigued by the power of machine learning and want to learn more about how it can be applied in their own field.


Artificial Intelligence

Artificial Intelligence PDF
Author: Marco Antonio Aceves-Fernandez
Publisher: BoD – Books on Demand
ISBN: 178923364X
Size: 44.21 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 464
View: 3642

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Artificial Intelligence

by Marco Antonio Aceves-Fernandez, Artificial Intelligence Books available in PDF, EPUB, Mobi Format. Download Artificial Intelligence books, 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 many applications, it also comes with its challenges. This book encompasses many applications as well as new techniques, challenges, and opportunities in this fascinating area.


Artificial Intelligence In Chemical Engineering

Artificial Intelligence in Chemical Engineering PDF
Author: Thomas E. Quantrille
Publisher: Elsevier
ISBN: 0080571212
Size: 12.91 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 593
View: 1239

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Artificial Intelligence In Chemical Engineering

by Thomas E. Quantrille, Artificial Intelligence In Chemical Engineering Books available in PDF, EPUB, Mobi Format. Download Artificial Intelligence In Chemical Engineering books, 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


Methods In Chemical Process Safety

Methods in Chemical Process Safety PDF
Author:
Publisher: Academic Press
ISBN: 0128218258
Size: 60.70 MB
Format: PDF, ePub, Mobi
Category : Technology & Engineering
Languages : en
Pages : 454
View: 1535

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Methods In Chemical Process Safety

by , Methods In Chemical Process Safety Books available in PDF, EPUB, Mobi Format. Download Methods In Chemical Process Safety books, Methods in Chemical Process Safety, Volume Four focuses on the process of learning from experience, including elements of process safety management, human factors in the chemical process industries, and the regulation of chemical process safety, including current approaches. Users will find this book to be an informative tool and user manual for process safety for a variety of professionals with this new release focusing on Advanced Methods of Risk Assessment and Management, Logic Based Methods for Dynamic Risk Assessment, Bayesian Methods for Dynamic Risk Assessment, Data Driven Methods, Rare Event Risk Assessment, Risk Management and Multi Criteria, and much more. Helps acquaint the reader/researcher with the fundamentals of process safety Provides the most recent advancements and contributions on the topic from a practical point-of-view Presents users with the views/opinions of experts in each topic Includes a selection of authors who are leading researchers and/or practitioners for each given topic


Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems

Industrial and Engineering Applications of Artificial Intelligence and Expert Systems PDF
Author: Fevzi Belli
Publisher: Springer Science & Business Media
ISBN: 9783540556015
Size: 29.16 MB
Format: PDF
Category : Computers
Languages : en
Pages : 707
View: 3978

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Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems

by Fevzi Belli, Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems Books available in PDF, EPUB, Mobi Format. Download Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems books, 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.


Artificial Intelligence In Process Engineering

Artificial Intelligence in Process Engineering PDF
Author: Michael Mavrovouniotis
Publisher: Elsevier
ISBN: 0323153143
Size: 39.68 MB
Format: PDF
Category : Science
Languages : en
Pages : 382
View: 2377

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Artificial Intelligence In Process Engineering

by Michael Mavrovouniotis, Artificial Intelligence In Process Engineering Books available in PDF, EPUB, Mobi Format. Download Artificial Intelligence In Process Engineering books, 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.