Intelligent Systems In Industrial Applications

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Intelligent Systems in Industrial Applications

Martin Stettinger,Gerhard Leitner,Alexander Felfernig,Zbigniew W. Ras
Intelligent Systems in Industrial Applications Book PDF

Author : Martin Stettinger,Gerhard Leitner,Alexander Felfernig,Zbigniew W. Ras
Publisher : Springer Nature
Page : 218 pages
File Size : 48,6 Mb
Release : 2021-02-03
Category : Technology & Engineering
ISBN : 9783030671488

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Intelligent Systems in Industrial Applications by Martin Stettinger,Gerhard Leitner,Alexander Felfernig,Zbigniew W. Ras Pdf

This book presents a selection of papers from the industrial track of ISMIS 2020. The selection emphasizes broad applicability of artificial intelligence (AI) technologies in various industrial fields. The aim of the book is to fertilize preliminary ideas of readers on the application of AI by means of already successfully implemented application examples. Furthermore, the development of new ideas and concepts shall be motivated by the variety of different application examples. The spectrum of the presented contributions ranges from education and training, industrial applications in production and logistics to the development of new approaches in basic research, which will further expand the possibilities of future applications of AI in industrial settings. This broad spectrum gives readers working in the industrial as well as the academic field a good overview of the state of the art in the field of methodologies for intelligent systems.

Artificial Intelligence and Industrial Applications

Tawfik Masrour,Ibtissam El Hassani,Noureddine Barka
Artificial Intelligence and Industrial Applications Book PDF

Author : Tawfik Masrour,Ibtissam El Hassani,Noureddine Barka
Publisher : Springer Nature
Page : 318 pages
File Size : 51,9 Mb
Release : 2023-10-16
Category : Technology & Engineering
ISBN : 9783031435249

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Artificial Intelligence and Industrial Applications by Tawfik Masrour,Ibtissam El Hassani,Noureddine Barka Pdf

Amid the dynamic growth of artificial intelligence, this book presents a collection of findings and advancements from the second edition of the A2IA-Artificial Intelligence and Industrial Applications conference. The conference, hosted by ENSAM-Meknès at Moulay Ismail University, Morocco, fosters knowledge exchange in AI, focusing primarily on its industrial applications. Covering a wide range of topics, the book highlights the adaptable nature of AI and its increasing impact on industrial sectors. It brings together contributions from an international cohort of researchers, discussing themes such as intelligent manufacturing and maintenance, intelligent supply chain management, various modes of learning including supervised, unsupervised, reinforcement, semi-supervised, and graph-based, as well as neural networks, deep learning, planning, and optimization. A defining feature of this edition is its extensive scope and emphasis on the practical applications of AI, along with its foundational elements. It facilitates an understanding of AI's current state and potential future direction, showcasing recent developments that bridge the gap between theory and practice. Designed for a diverse readership, this book is of interest to AI practitioners, academics, and enthusiasts, as well as to those new to the field. It provides an opportunity to explore AI's critical role in industrial applications, and the practical insights it offers are likely to be beneficial for decision-making within industrial settings.

Artificial Intelligence in Industrial Applications

Steven Lawrence Fernandes,Tarun K. Sharma
Artificial Intelligence in Industrial Applications Book PDF

Author : Steven Lawrence Fernandes,Tarun K. Sharma
Publisher : Springer Nature
Page : 203 pages
File Size : 45,8 Mb
Release : 2021-12-07
Category : Technology & Engineering
ISBN : 9783030853839

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Artificial Intelligence in Industrial Applications by Steven Lawrence Fernandes,Tarun K. Sharma Pdf

This book highlights the analytics and optimization issues in industry, to propose new approaches, and to present applications of innovative approaches in real facilities. In the past few decades there has been an exponential rise in the application of artificial intelligence for solving complex and intricate problems arising in industrial domain. The versatility of these techniques have made them a favorite among scientists and researchers working in diverse areas. The book is edited to serve a broad readership, including computer scientists, medical professionals, and mathematicians interested in studying computational intelligence and their applications. It will also be helpful for researchers, graduate and undergraduate students with an interest in the fields of Artificial Intelligence and Industrial problems. This book will be a useful resource for researchers, academicians as well as professionals interested in the highly interdisciplinary field of Artificial Intelligence.

Intelligent Systems and Machine Learning for Industry

P. R Anisha,C. Kishor Kumar Reddy,Nhu Gia Nguyen,Megha Bhushan,Ashok Kumar,Marlia Mohd Hanafiah
Intelligent Systems and Machine Learning for Industry Book PDF

Author : P. R Anisha,C. Kishor Kumar Reddy,Nhu Gia Nguyen,Megha Bhushan,Ashok Kumar,Marlia Mohd Hanafiah
Publisher : CRC Press
Page : 362 pages
File Size : 51,9 Mb
Release : 2022-12-21
Category : Computers
ISBN : 9781000828832

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Intelligent Systems and Machine Learning for Industry by P. R Anisha,C. Kishor Kumar Reddy,Nhu Gia Nguyen,Megha Bhushan,Ashok Kumar,Marlia Mohd Hanafiah Pdf

The book explores the concepts and challenges in developing novel approaches using the Internet of Things, intelligent systems, machine intelligence systems, and data analytics in various industrial sectors such as manufacturing, smart agriculture, smart cities, food processing, environment, defense, stock market and healthcare. Further, it discusses the latest improvements in the industrial sectors using machine intelligence learning and intelligent systems techniques, especially robotics. Features: • Highlights case studies and solutions to industrial problems using machine learning and intelligent systems. • Covers applications in smart agriculture, smart healthcare, intelligent machines for disaster management, and smart manufacturing. • Provides the latest methodologies using machine intelligence systems in the early forecasting of weather. • Examines the research challenges and identifies the gaps in data collection and data analysis, especially imagery, signal, and speech. • Provides applications of digitization and smart processing using the Internet of Things and effective intelligent agent systems in manufacturing. • Discusses a systematic and exhaustive analysis of intelligent software effort estimation models. It will serve as an ideal reference text for graduate students, post-graduate students, IT Professionals, and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer engineering, and information technology.

Artificial Intelligence and Industrial Applications

Tawfik Masrour,Ibtissam El Hassani,Anass Cherrafi
Artificial Intelligence and Industrial Applications Book PDF

Author : Tawfik Masrour,Ibtissam El Hassani,Anass Cherrafi
Publisher : Springer Nature
Page : 341 pages
File Size : 40,7 Mb
Release : 2020-07-18
Category : Technology & Engineering
ISBN : 9783030539702

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Artificial Intelligence and Industrial Applications by Tawfik Masrour,Ibtissam El Hassani,Anass Cherrafi Pdf

This book gathers selected papers from Artificial Intelligence and Industrial Applications (A2IA’2020), the first installment of an annual international conference organized by ENSAM-Meknes at Moulay Ismail University, Morocco. The 29 papers presented here were carefully reviewed and selected from 141 submissions by an international scientific committee. They address various aspects of artificial intelligence such as digital twin, multiagent systems, deep learning, image processing and analysis, control, prediction, modeling, optimization and design, as well as AI applications in industry, health, energy, agriculture, and education. The book is intended for AI experts, offering them a valuable overview and global outlook for the future, and highlights a wealth of innovative ideas and recent, important advances in AI applications, both of a foundational and practical nature. It will also appeal to non-experts who are curious about this timely and important subject.

Applications of Intelligent Systems

N. Petkov,N. Strisciuglio,C.M. Travieso-González
Applications of Intelligent Systems Book PDF

Author : N. Petkov,N. Strisciuglio,C.M. Travieso-González
Publisher : IOS Press
Page : 370 pages
File Size : 45,8 Mb
Release : 2018-12-21
Category : Computers
ISBN : 9781614999294

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Applications of Intelligent Systems by N. Petkov,N. Strisciuglio,C.M. Travieso-González Pdf

The deployment of intelligent systems to tackle complex processes is now commonplace in many fields from medicine and agriculture to industry and tourism. This book presents scientific contributions from the 1st International Conference on Applications of Intelligent Systems (APPIS 2018) held at the Museo Elder in Las Palmas de Gran Canaria, Spain, from 10 to 12 January 2018. The aim of APPIS 2018 was to bring together scientists working on the development of intelligent computer systems and methods for machine learning, artificial intelligence, pattern recognition, and related techniques with an emphasis on their application to various problems. The 34 peer-reviewed papers included here cover an extraordinarily wide variety of topics – everything from semi-supervised learning to matching electro-chemical sensor information with human odor perception – but what they all have in common is the design and application of intelligent systems and their role in tackling diverse and complex challenges. The book will be of particular interest to all those involved in the development and application of intelligent systems.

Computational Intelligence Systems in Industrial Engineering

Cengiz Kahraman
Computational Intelligence Systems in Industrial Engineering Book PDF

Author : Cengiz Kahraman
Publisher : Springer Science & Business Media
Page : 683 pages
File Size : 50,8 Mb
Release : 2012-11-05
Category : Technology & Engineering
ISBN : 9789491216770

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Computational Intelligence Systems in Industrial Engineering by Cengiz Kahraman Pdf

Industrial engineering is a branch of engineering dealing with the optimization of complex processes or systems. It is concerned with the development, improvement, implementation and evaluation of production and service systems. Computational Intelligence Systems find a wide application area in industrial engineering: neural networks in forecasting, fuzzy sets in capital budgeting, ant colony optimization in scheduling, Simulated Annealing in optimization, etc. This book will include most of the application areas of industrial engineering through these computational intelligence systems. In the literature, there is no book including many real and practical applications of Computational Intelligence Systems from the point of view of Industrial Engineering. Every chapter will include explanatory and didactic applications. It is aimed that the book will be a main source for MSc and PhD students.

Smart Systems for Industrial Applications

C. Venkatesh,N. Rengarajan,P. Ponmurugan,S. Balamurugan
Smart Systems for Industrial Applications Book PDF

Author : C. Venkatesh,N. Rengarajan,P. Ponmurugan,S. Balamurugan
Publisher : John Wiley & Sons
Page : 311 pages
File Size : 48,8 Mb
Release : 2022-01-07
Category : Computers
ISBN : 9781119762041

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Smart Systems for Industrial Applications by C. Venkatesh,N. Rengarajan,P. Ponmurugan,S. Balamurugan Pdf

SMART SYSTEMS FOR INDUSTRIAL APPLICATIONS The prime objective of this book is to provide an insight into the role and advancements of artificial intelligence in electrical systems and future challenges. The book covers a broad range of topics about AI from a multidisciplinary point of view, starting with its history and continuing on to theories about artificial vs. human intelligence, concepts, and regulations concerning AI, human-machine distribution of power and control, delegation of decisions, the social and economic impact of AI, etc. The prominent role that AI plays in society by connecting people through technologies is highlighted in this book. It also covers key aspects of various AI applications in electrical systems in order to enable growth in electrical engineering. The impact that AI has on social and economic factors is also examined from various perspectives. Moreover, many intriguing aspects of AI techniques in different domains are covered such as e-learning, healthcare, smart grid, virtual assistance, etc. Audience The book will be of interest to researchers and postgraduate students in artificial intelligence, electrical and electronic engineering, as well as those engineers working in the application areas such as healthcare, energy systems, education, and others.

11th World Conference “Intelligent System for Industrial Automation” (WCIS-2020)

Rafik Aziz Aliev,Nodirbek Rustambekovich Yusupbekov,Janusz Kacprzyk,Witold Pedrycz,Fahreddin M. Sadikoglu
11th World Conference Intelligent System for Industrial Automation WCIS 2020 Book PDF

Author : Rafik Aziz Aliev,Nodirbek Rustambekovich Yusupbekov,Janusz Kacprzyk,Witold Pedrycz,Fahreddin M. Sadikoglu
Publisher : Springer Nature
Page : 615 pages
File Size : 42,7 Mb
Release : 2021-03-16
Category : Technology & Engineering
ISBN : 9783030680046

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11th World Conference “Intelligent System for Industrial Automation” (WCIS-2020) by Rafik Aziz Aliev,Nodirbek Rustambekovich Yusupbekov,Janusz Kacprzyk,Witold Pedrycz,Fahreddin M. Sadikoglu Pdf

This book presents the proceedings of the 11th Scientific Conference “Intelligent systems for industrial automation,” WCIS-2020, held in Tashkent, Uzbekistan, on November 26–28, 2020. It includes contributions from diverse areas of intelligent industrial systems design as hybrid control systems, intelligent information systems, decision making under imperfect information and others. The topics of the papers include intelligent control systems, pattern recognition, Industry 4.0, information security, neural computing, fuzzy and evolutionary computation, decision making and support systems, modeling of chemical technological processes and others.

Industrial Applications of Fuzzy Logic and Intelligent Systems

John Yen,Reza Langari,Lotfi Asker Zadeh
Industrial Applications of Fuzzy Logic and Intelligent Systems Book PDF

Author : John Yen,Reza Langari,Lotfi Asker Zadeh
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
Page : 414 pages
File Size : 41,8 Mb
Release : 1995
Category : Computers
ISBN : STANFORD:36105018403126

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Industrial Applications of Fuzzy Logic and Intelligent Systems by John Yen,Reza Langari,Lotfi Asker Zadeh Pdf

Introduction to fuzzy logic control. History of industrial applications of fuzzy logic in Japan. Fuzzy logic applications at OMRON Corporation. Survey of fuzzy logic applications in image-processing equipment. Applications of neural networks and fuzzy logic to consumer products. Knowledge processing based on fuzzy associative memory and its application to a helicopter control. Fuzzy logic hierarchical controller for a recuperative turboshaft engine: from mode selection to mode melding. Progress in reseacrh on autonomous vehicle motion planning. Autonomous navigation of a mobile robot using the behaviorist theory and VLSI fuzzy inferencing chips. Artificial intelligence, fuzzy logic, and sensor clusters. Intelligent sensor systems for space operations. Two automated tuning methods for fuzzy logic-based process control. On fuzzy control of nonchlorofluorocarbon air-conditioning systems. Fuzzy logic applications in Europe. Software tools for fuzzy control.

AI and Learning Systems

Konstantinos Kyprianidis,Erik Dahlquist
AI and Learning Systems Book PDF

Author : Konstantinos Kyprianidis,Erik Dahlquist
Publisher : BoD – Books on Demand
Page : 274 pages
File Size : 44,8 Mb
Release : 2021-02-17
Category : Technology & Engineering
ISBN : 9781789858778

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AI and Learning Systems by Konstantinos Kyprianidis,Erik Dahlquist Pdf

Over the last few years, interest in the industrial applications of AI and learning systems has surged. This book covers the recent developments and provides a broad perspective of the key challenges that characterize the field of Industry 4.0 with a focus on applications of AI. The target audience for this book includes engineers involved in automation system design, operational planning, and decision support. Computer science practitioners and industrial automation platform developers will also benefit from the timely and accurate information provided in this work. The book is organized into two main sections comprising 12 chapters overall: •Digital Platforms and Learning Systems •Industrial Applications of AI

Innovative Technologies in Intelligent Systems and Industrial Applications

Subhas Chandra Mukhopadhyay,S.M. Namal Arosha Senanayake,P.W. Chandana Withana
Innovative Technologies in Intelligent Systems and Industrial Applications Book PDF

Author : Subhas Chandra Mukhopadhyay,S.M. Namal Arosha Senanayake,P.W. Chandana Withana
Publisher : Springer Nature
Page : 977 pages
File Size : 42,7 Mb
Release : 2023-11-04
Category : Computers
ISBN : 9783031290787

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Innovative Technologies in Intelligent Systems and Industrial Applications by Subhas Chandra Mukhopadhyay,S.M. Namal Arosha Senanayake,P.W. Chandana Withana Pdf

This book presents the proceedings of the 7th International Conference on Innovative Technologies in Intelligent Systems & Industrial Application (CITISIA), held in virtual mode in Kuala Lumpur, Malaysia, and Sydney, Australia on November 16-18, 2022. It showcases advances and innovations in Industry 4.0, smart society 5.0, mobile technologies, smart manufacturing, smart data fusion, hybrid intelligence, cloud computing, and digital society.

Intelligent Systems: Theory, Research and Innovation in Applications

Ricardo Jardim-Goncalves,Vassil Sgurev,Vladimir Jotsov,Janusz Kacprzyk
Intelligent Systems Theory Research and Innovation in Applications Book PDF

Author : Ricardo Jardim-Goncalves,Vassil Sgurev,Vladimir Jotsov,Janusz Kacprzyk
Publisher : Springer Nature
Page : 367 pages
File Size : 51,8 Mb
Release : 2020-03-03
Category : Technology & Engineering
ISBN : 9783030387044

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Intelligent Systems: Theory, Research and Innovation in Applications by Ricardo Jardim-Goncalves,Vassil Sgurev,Vladimir Jotsov,Janusz Kacprzyk Pdf

From artificial neural net / game theory / semantic applications, to modeling tools, smart manufacturing systems, and data science research – this book offers a broad overview of modern intelligent methods and applications of machine learning, evolutionary computation, Industry 4.0 technologies, and autonomous agents leading to the Internet of Things and potentially a new technological revolution. Though chiefly intended for IT professionals, it will also help a broad range of users of future emerging technologies adapt to the new smart / intelligent wave. In separate chapters, the book highlights fourteen successful examples of recent advances in the rapidly evolving area of intelligent systems. Covering major European projects paving the way to a serious smart / intelligent collaboration, the chapters explore e.g. cyber-security issues, 3D digitization, aerial robots, and SMEs that have introduced cyber-physical production systems. Taken together, they offer unique insights into contemporary artificial intelligence and its potential for innovation.

Machine Learning and IoT for Intelligent Systems and Smart Applications

Madhumathy P,M Vinoth Kumar,R. Umamaheswari
Machine Learning and IoT for Intelligent Systems and Smart Applications Book PDF

Author : Madhumathy P,M Vinoth Kumar,R. Umamaheswari
Publisher : CRC Press
Page : 243 pages
File Size : 47,9 Mb
Release : 2021-11-17
Category : Computers
ISBN : 9781000484960

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Machine Learning and IoT for Intelligent Systems and Smart Applications by Madhumathy P,M Vinoth Kumar,R. Umamaheswari Pdf

The fusion of AI and IoT enables the systems to be predictive, prescriptive, and autonomous, and this convergence has evolved the nature of emerging applications from being assisted to augmented, and ultimately to autonomous intelligence. This book discusses algorithmic applications in the field of machine learning and IoT with pertinent applications. It further discusses challenges and future directions in the machine learning area and develops understanding of its role in technology, in terms of IoT security issues. Pertinent applications described include speech recognition, medical diagnosis, optimizations, predictions, and security aspects. Features: Focuses on algorithmic and practical parts of the artificial intelligence approaches in IoT applications. Discusses supervised and unsupervised machine learning for IoT data and devices. Presents an overview of the different algorithms related to Machine learning and IoT. Covers practical case studies on industrial and smart home automation. Includes implementation of AI from case studies in personal and industrial IoT. This book aims at Researchers and Graduate students in Computer Engineering, Networking Communications, Information Science Engineering, and Electrical Engineering.

Advances in Applied Artificial Intelligence

Moonis Ali,Richard Dapoigny
Advances in Applied Artificial Intelligence Book PDF

Author : Moonis Ali,Richard Dapoigny
Publisher : Springer
Page : 1356 pages
File Size : 43,6 Mb
Release : 2006-06-24
Category : Computers
ISBN : 9783540354543

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Advances in Applied Artificial Intelligence by Moonis Ali,Richard Dapoigny Pdf

This book constitutes the refereed proceedings of the 19th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2006, held in Annecy, France, June 2006. The book presents 134 revised full papers together with 3 invited contributions, organized in topical sections on multi-agent systems, decision-support, genetic algorithms, data-mining and knowledge discovery, fuzzy logic, knowledge engineering, machine learning, speech recognition, systems for real life applications, and more.