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Real Time Fault Detection And Diagnosis The Use Of Learning Expert Systems To Handle The Timing Of Events
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Book Synopsis Real-Time Fault Detection and Diagnosis: The Use of Learning Expert Systems to Handle the Timing of Events by : Donald B. Malkoff
Download or read book Real-Time Fault Detection and Diagnosis: The Use of Learning Expert Systems to Handle the Timing of Events written by Donald B. Malkoff and published by . This book was released on 1986 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: The successful performance of real-time, sensor-based fault detection and diagnosis in large and complex systems is seldom achieved by operators. Examples of operator and system failures are presented and analyzed. The lack of an effective method for handling temporal data is seen as one of the key problem in this area. As part of the solution to these problems, a methodolgy is introduced that is able to make good use of temporal data to perform fault diagnosis in a subsystem of a Navy ship gas turbine engine propulsion unit. The methodolgy is embedded in a computer program designed to be used as a decision aid to assist the operator. It utilizes machines learning, is able to cope with uncertainty at several levels, work in real-time, and is developed to the point of possible application. Data are presented and analyzed with regard to the effectiveness of this approach. Relevance and applicability to other process control and classification problems are discussed. The approach is put forth as an example of how relatively simple existing techniques can be assembled into more powerful real-time diagnostic tools. Keywords: artificial intelligence; multisensor integration.
Book Synopsis Scientific and Technical Aerospace Reports by :
Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1993 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Technical Reports Awareness Circular : TRAC. by :
Download or read book Technical Reports Awareness Circular : TRAC. written by and published by . This book was released on 1987-02 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :National Aeronautics and Space Administration (NASA) Publisher :Createspace Independent Publishing Platform ISBN 13 :9781723050541 Total Pages :116 pages Book Rating :4.0/5 (55 download)
Book Synopsis Expert Systems for Real-Time Monitoring and Fault Diagnosis by : National Aeronautics and Space Administration (NASA)
Download or read book Expert Systems for Real-Time Monitoring and Fault Diagnosis written by National Aeronautics and Space Administration (NASA) and published by Createspace Independent Publishing Platform. This book was released on 2018-07-17 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods for building real-time onboard expert systems were investigated, and the use of expert systems technology was demonstrated in improving the performance of current real-time onboard monitoring and fault diagnosis applications. The potential applications of the proposed research include an expert system environment allowing the integration of expert systems into conventional time-critical application solutions, a grammar for describing the discrete event behavior of monitoring and fault diagnosis systems, and their applications to new real-time hardware fault diagnosis and monitoring systems for aircraft. Edwards, S. J. and Caglayan, A. K. Unspecified Center COMPUTER PROGRAMMING; CONTROL SYSTEMS DESIGN; CONTROL THEORY; DYNAMICAL SYSTEMS; EXPERT SYSTEMS; FAULT TOLERANCE; INTERACTIVE CONTROL; KNOWLEDGE REPRESENTATION; REAL TIME OPERATION; ADA (PROGRAMMING LANGUAGE); ARCHITECTURE (COMPUTERS); C (PROGRAMMING LANGUAGE); COMPILERS; DATA PROCESSING; PARSING ALGORITHMS; SEMANTICS; TIME OPTIMAL CONTROL...
Book Synopsis Real Time Fault Monitoring of Industrial Processes by : A.D. Pouliezos
Download or read book Real Time Fault Monitoring of Industrial Processes written by A.D. Pouliezos and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a detailed and up-to-date exposition of fault monitoring methods in industrial processes and structures. The following approaches are explained in considerable detail: Model-based methods (simple tests, analytical redundancy, parameter estimation); knowledge-based methods; artificial neural network methods; and nondestructive testing, etc. Each approach is complemented by specific case studies from various industrial sectors (aerospace, chemical, nuclear, etc.), thus bridging theory and practice. This volume will be a valuable tool in the hands of professional and academic engineers. It can also be recommended as a supplementary postgraduate textbook. For scientists whose work involves automatic process control and supervision, statistical process control, applied statistics, quality control, computer-assisted predictive maintenance and plant monitoring, and structural reliability and safety.
Book Synopsis Fuzzy Expert Systems and Fuzzy Reasoning by : William Siler
Download or read book Fuzzy Expert Systems and Fuzzy Reasoning written by William Siler and published by John Wiley & Sons. This book was released on 2005-02-22 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hier lernen Sie, Expertensysteme auf der Basis von Fuzzy Logic zu konstruieren, die sich für den praktischen Einsatz eignen. Expertensysteme werden zunächst allgemein definiert, und die zugrundeliegende Mathematik wird eingeführt. Regelbasierte Systeme werden gründlicher besprochen als in jedem anderen Buch mit ähnlichem Thema. Am Ende jedes Kapitels können Sie Ihren Wissensstand anhand von Übungsaufgaben überprüfen. Von einem zugehörigen ftp-Server können Sie Ergänzungsmaterial abrufen. Für Praktiker und Forscher aus dem akademischen Umfeld gleichermaßen geeignet!
Book Synopsis Teaching and Learning in a Digital World by : Michael E. Auer
Download or read book Teaching and Learning in a Digital World written by Michael E. Auer and published by Springer. This book was released on 2018-02-09 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the Proceedings of the 20th International Conference on Interactive Collaborative Learning (ICL2017), held in Budapest, Hungary on 27–29 September 2017. The authors are currently witnessing a significant transformation in the development of education. The impact of globalisation on all areas of human life, the exponential acceleration of technological developments and global markets, and the need for flexibility and agility are essential and challenging elements of this process that have to be tackled in general, but especially in engineering education. To face these current real-world challenges, higher education has to find innovative ways to quickly respond to them. Since its inception in 1998, this conference has been devoted to new approaches in learning with a focus on collaborative learning. Today the ICL conferences offer a forum for exchange concerning relevant trends and research results, and for sharing practical experience gained while developing and testing elements of new technologies and pedagogies in the learning context.
Book Synopsis Proceedings of the Japan-U.S.A. Symposium on Flexible Automation by :
Download or read book Proceedings of the Japan-U.S.A. Symposium on Flexible Automation written by and published by . This book was released on 1992 with total page 846 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Fault-Diagnosis Systems by : Rolf Isermann
Download or read book Fault-Diagnosis Systems written by Rolf Isermann and published by Springer Science & Business Media. This book was released on 2006-01-16 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: With increasing demands for efficiency and product quality plus progress in the integration of automatic control systems in high-cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The book gives an introduction into advanced methods of fault detection and diagnosis (FDD). After definitions of important terms, it considers the reliability, availability, safety and systems integrity of technical processes. Then fault-detection methods for single signals without models such as limit and trend checking and with harmonic and stochastic models, such as Fourier analysis, correlation and wavelets are treated. This is followed by fault detection with process models using the relationships between signals such as parameter estimation, parity equations, observers and principal component analysis. The treated fault-diagnosis methods include classification methods from Bayes classification to neural networks with decision trees and inference methods from approximate reasoning with fuzzy logic to hybrid fuzzy-neuro systems. Several practical examples for fault detection and diagnosis of DC motor drives, a centrifugal pump, automotive suspension and tire demonstrate applications.
Book Synopsis Fault Detection and Diagnosis in Engineering Systems by : Janos Gertler
Download or read book Fault Detection and Diagnosis in Engineering Systems written by Janos Gertler and published by Routledge. This book was released on 2017-11-22 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring a model-based approach to fault detection and diagnosis in engineering systems, this book contains up-to-date, practical information on preventing product deterioration, performance degradation and major machinery damage.;College or university bookstores may order five or more copies at a special student price. Price is available upon request.
Book Synopsis Fault Detection & Reliability by : M.G. Singh
Download or read book Fault Detection & Reliability written by M.G. Singh and published by Elsevier. This book was released on 2013-10-22 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an up-to-date review of the latest developments in system reliability maintenance, fault detection and fault-tolerant design techniques. Topics covered include reliability analysis and optimization, maintenance control policies, fault detection techniques, fault-tolerant systems, reliable controllers and robustness, knowledge based approaches and decision support systems. There are further applications papers on process control, robotics, manufacturing systems, communications and power systems. Contains 36 papers.
Book Synopsis Simulation Techniques of Digital Twin in Real-Time Applications by : Abhineet Anand
Download or read book Simulation Techniques of Digital Twin in Real-Time Applications written by Abhineet Anand and published by John Wiley & Sons. This book was released on 2024-07-03 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: SIMULATION TECHNIQUES OF DIGITAL TWIN IN REAL-TIME APPLICATIONS The book gives a complete overview of implementing digital twin technology in real-time scenarios while emphasizing how this technology can be embedded with running technologies to solve all other issues. Divided into two parts with Part 1 focusing on simulated techniques in digital twin technology and Part 2 on real-time applications of digital twin technology, the book collects a significant number of important research articles from domain-specific experts. The book sheds light on the various techniques of digital twin technology that are implemented in various application areas. It emphasizes error findings and respective solutions before the actual event happens. Most of the features in the book are on the implementation of strategies in real-time applications. Various real-life experiences are taken to show the proper implementation of simulation technologies. The book shows how engineers of any technology can input their research ideas to convert to real scenarios by using replicas. Hence, the book has a collection of research articles from various engineers with expertise in different technologies from many regions of the world. It shows how to implement the embedded real-time data into technologies. Specifically, the chapters relate to the auto landing and cruising features in aerial vehicles, automated coal mining simulation strategy, the enhancement of workshop equipment, and implementation in power energy management for urban railways. This book also describes the coherent mechanism of digital twin technologies with deep neural networks and artificial intelligence. Audience Researchers, engineers, and students in computer science, software engineering and industrial engineering, will find this book to be very useful.
Book Synopsis Intelligent Fault Diagnosis and Accommodation Control by : Sunan Huang
Download or read book Intelligent Fault Diagnosis and Accommodation Control written by Sunan Huang and published by CRC Press. This book was released on 2020-03-17 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control systems include many components, such as transducers, sensors, actuators and mechanical parts. These components are required to be operated under some specific conditions. However, due to prolonged operations or harsh operating environment, the properties of these devices may degrade to an unacceptable level, causing more regular fault occurrences. It is therefore necessary to diagnose faults and provide the fault-accommodation control which compensates for the fault of the component by substituting a configuration of redundant elements so that the system continues to operate satisfactorily. In this book, we present a result of several years of work in the area of fault diagnosis and fault-accommodation control. It aims at information estimate methods when faults occur. The book uses the model built from the plant or process, to detect and isolate failures, in contrast to traditional hardware or statistical technologies dealing with failures. It presents model-based learning and design technologies for fault detection, isolation and identification as well as fault-tolerant control. These models are also used to analyse the fault detectability and isolability conditions and discuss the stability of the closed-loop system. It is intended to report new technologies in the area of fault diagnosis, covering fault analysis and control strategies of design for various applications. The book addresses four main schemes: modelling of actuator or sensor faults; fault detection and isolation; fault identification, and fault reconfiguration (accommodation) control. It also covers application issues in the monitoring control of actuators, providing several interesting case studies for more application-oriented readers.
Book Synopsis Expert Systems for Real-time Monitoring and Fault Diagnosis by :
Download or read book Expert Systems for Real-time Monitoring and Fault Diagnosis written by and published by . This book was released on 1989 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Real-Time Knowledge-Based Systems by : Thomas Laffey
Download or read book Real-Time Knowledge-Based Systems written by Thomas Laffey and published by . This book was released on 1989 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A Feasibility Study Of The Use Of Expert Systems For Real-time Process Fault Detection by : Joseph Alexander Verga
Download or read book A Feasibility Study Of The Use Of Expert Systems For Real-time Process Fault Detection written by Joseph Alexander Verga and published by . This book was released on 1986 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt:
