Industrial Applications of Knowledge-based Diagnosis PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Industrial Applications of Knowledge-based Diagnosis PDF full book. Access full book title Industrial Applications of Knowledge-based Diagnosis by Giovanni Guida. Download full books in PDF and EPUB format.
Author: Giovanni Guida
Publisher: Elsevier Publishing Company
ISBN:
Category : Computers
Languages : en
Pages : 348
Get Book Here
Book Description
Diagnosis of industrial systems and processes is a crucial issue in industrial engineering. Over the last two decades, considerable investments have been made on diagnostic techniques and significant advances have been obtained in many industrial sectors, including discrete manufacturing as well as continuous production. While the application of knowledge-based system technology to diagnostic tasks has been largely investigated in the last decade and a lot of significant experience has been accumulated, its suitability to large scale industrial applications is still to some degree an open issue. Knowledge-based diagnosis has often been oriented towards advanced research issues rather than near-term applications. The aim of this book is to provide a broad overview on the application of knowledge-based diagnostic systems in industrial environments. The volume will prove an indispensable reference source for all those interested in knowledge-based systems which can explicitly represent knowledge on the task domain.The chapters cover a variety of general problem-solving methods, reviewing problems which involve non-deterministic reasoning about empirical, unstructured, uncertain, incomplete, or qualitative knowledge. The choice of topics emphasise that integration of knowledge-based diagnosis with existing systems and working practices is still a challenging issue.
Author: Giovanni Guida
Publisher: Elsevier Publishing Company
ISBN:
Category : Computers
Languages : en
Pages : 348
Get Book Here
Book Description
Diagnosis of industrial systems and processes is a crucial issue in industrial engineering. Over the last two decades, considerable investments have been made on diagnostic techniques and significant advances have been obtained in many industrial sectors, including discrete manufacturing as well as continuous production. While the application of knowledge-based system technology to diagnostic tasks has been largely investigated in the last decade and a lot of significant experience has been accumulated, its suitability to large scale industrial applications is still to some degree an open issue. Knowledge-based diagnosis has often been oriented towards advanced research issues rather than near-term applications. The aim of this book is to provide a broad overview on the application of knowledge-based diagnostic systems in industrial environments. The volume will prove an indispensable reference source for all those interested in knowledge-based systems which can explicitly represent knowledge on the task domain.The chapters cover a variety of general problem-solving methods, reviewing problems which involve non-deterministic reasoning about empirical, unstructured, uncertain, incomplete, or qualitative knowledge. The choice of topics emphasise that integration of knowledge-based diagnosis with existing systems and working practices is still a challenging issue.
Author: Frank Puppe
Publisher: Springer
ISBN: 354049149X
Category : Computers
Languages : en
Pages : 235
Get Book Here
Book Description
A special year like 1999 invites one to draw a balance of what has been achieved in the roughly 30 years of research and development in knowledge based systems (still abbreviated as XPS following the older term “expert systems”) and to take a look at th what the future may hold. For the 5 German conference on knowledge-based systems we therefore asked current and former speakers of the four working groups (FG’s) in the subdivision of knowledge-based systems (FA 1.5) of the German association of Informatics (GI) to present a survey of and future prospects for their respective fields: knowledge engineering, diagnosis, configuration, and case-based reasoning. An additional 14 technical papers deal with current topics in knowledge-based systems with an equal emphasis on methods and applications. They are selected from more than 50 papers accepted in the 4 parallel workshops of XPS-99: a) Knowledge Management, Organizational Memory and Reuse, b) various fields of applications, c) the traditional PuK Workshop (planning and configuration), and d) the GWCBR (German workshop on case-based reasoning). The other papers presented at these workshops are not included in this volume but are available as internal reports of Würzburg university together with the exhibition guide that emphasizing tool support for building knowledge based systems.
Author: Spyros Tzafestas
Publisher: Springer Science & Business Media
ISBN: 3642840485
Category : Computers
Languages : en
Pages : 391
Get Book Here
Book Description
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 industrial plants. Among the application areas covered are the following: hardware synthesis, industrial plant layout design, fault diagnosis, process control, image analysis, computer communication, electric power systems, intelligent control, robotics, and manufacturing systems. The book is appropriate for the researcher and the professional. The researcher can save considerable time in searching the scattered technical information on engineering expert systems. The professional can have readily available a rich set of guidelines and techniques that are applicable to a wide class of engineering domains.
Author:
Publisher: IOS Press
ISBN: 9784274077241
Category : Computer architecture
Languages : en
Pages : 788
Get Book Here
Book Description
Author: S.G. Tzafestas
Publisher: Springer Science & Business Media
ISBN: 148992471X
Category : Computers
Languages : en
Pages : 306
Get Book Here
Book Description
It is in the area of Systems Diagnosis. Supervision and Control that Knowledge-Based Techniques have had their most significant impact in recent years. In this volume. Spyros Tzafestas has ably put together the current state of the art of the application of Artificial Intelligence concepts to problems of Systems Diagnosis. All the authors in this edited work are distinguished internationally. recognized experts on various aspects of Artificial Intelligence and its applications. and the coverage of the field that they provide is both readable and authoritative. The sixteen chapters break down in a natural way into three broad categories i.e •• (a) introduction to the applications of Expert Systems in Engineering. (b) Knowledge-based systems architectures. models and techniques for fault diagnosis. supervision and real time control and finally. (c) applications and case studies in three specific 'areas. namely: Manufacturing. Chemical Processes and Communications Networks. The final chapter provides a com prehensive survey of the field with an extensive bibliography. The mix of original scientific articles. tutorial and survey papers makes this col lection a very timely and valuable addition to the literature in this important field. MADAN G. SINGH Professor of Information Engineering at U.M.I.S.T.
Author: Lakhmi C. Jain
Publisher: CRC Press
ISBN: 9780849398032
Category : Computers
Languages : en
Pages : 350
Get Book Here
Book Description
The successful development and deployment of expert system tools spurred the initial momentum in developing and using intelligent techniques in industry. The brittleness of expert systems and the enormous effort involved in the development and maintenance of knowledge bases prompted researchers to seek friendlier approaches. Neural networks, fuzzy logic, and evolutionary computing tools added a new dimension to the quest for more intelligent tools to supplement the capabilities of expert systems. In one volume, Knowledge-Based Intelligent Techniques in Industry comprehensively brings together the more important developments in the use of intelligent techniques in solving industrial problems. The book's primary readership includes electrical engineers in industry as well as researchers working in computational intelligence research labs - outlining state-of-the-art techniques and cost-effective solutions. Knowledge-Based Intelligent Techniques in Industry singularly reflects the increasing study of computational intelligence techniques for designing and monitoring complex, less predictable electrical or mechanical systems.
Author: Gabrièle Saucier
Publisher: North Holland
ISBN:
Category : Expert systems (Computer science)
Languages : en
Pages : 276
Get Book Here
Book Description
The introductory paper in this book gives an overview of the most significant attempts to use knowledge based systems for test and diagnosis. The overview includes: - systems which employ knowledge engineering - systems which employ frames and/or slots - systems which represent knowledge using some form of calculus - systems which attempt to imitate human expertise. Chapter I deals with test planning and text expertise, including AI aspects of designing testable chips, economic problems and the HITEST experience. Chapter II covers the most obvious application of AI techniques: knowledge based diagnosis. A survey paper looks at various systems, while the other papers report on practical experiences. Chapter III reports on rule based design verification and maintenance, the papers dealing with electrical verification of integrated circuits, board verification with an application in an industrial environment, and rule based maintenance.
Author: J. McGhee
Publisher: Institution of Engineering & Technology
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 364
Get Book Here
Book Description
This book covers four main issues: the background of knowledge-based control, artificial intelligence, applications of knowledge expertise, and deductive control.
Author: Fangming Ye
Publisher: Springer
ISBN: 3319402102
Category : Technology & Engineering
Languages : en
Pages : 154
Get Book Here
Book Description
This book provides a comprehensive set of characterization, prediction, optimization, evaluation, and evolution techniques for a diagnosis system for fault isolation in large electronic systems. Readers with a background in electronics design or system engineering can use this book as a reference to derive insightful knowledge from data analysis and use this knowledge as guidance for designing reasoning-based diagnosis systems. Moreover, readers with a background in statistics or data analytics can use this book as a practical case study for adapting data mining and machine learning techniques to electronic system design and diagnosis. This book identifies the key challenges in reasoning-based, board-level diagnosis system design and presents the solutions and corresponding results that have emerged from leading-edge research in this domain. It covers topics ranging from highly accurate fault isolation, adaptive fault isolation, diagnosis-system robustness assessment, to system performance analysis and evaluation, knowledge discovery and knowledge transfer. With its emphasis on the above topics, the book provides an in-depth and broad view of reasoning-based fault diagnosis system design. • Explains and applies optimized techniques from the machine-learning domain to solve the fault diagnosis problem in the realm of electronic system design and manufacturing;• Demonstrates techniques based on industrial data and feedback from an actual manufacturing line;• Discusses practical problems, including diagnosis accuracy, diagnosis time cost, evaluation of diagnosis system, handling of missing syndromes in diagnosis, and need for fast diagnosis-system development.
Author: Giovanni Guida
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 550
Get Book Here
Book Description
This book focuses on how to develop large-scale Knowledge-Based Systems within budget and on time. The authors teach step-by-step techniques through the knowledge-based system life cycle from the initial development to maintenance of the system.
