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A Methodology For Analysis Of Failure Prediction Data
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Book Synopsis A Methodology for Analysis of Failure Prediction Data by : Stanford University. Computer Systems Laboratory
Download or read book A Methodology for Analysis of Failure Prediction Data written by Stanford University. Computer Systems Laboratory and published by . This book was released on 1985 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis WIPO Technology Trends 2019 - Artificial Intelligence by : World Intellectual Property Organization
Download or read book WIPO Technology Trends 2019 - Artificial Intelligence written by World Intellectual Property Organization and published by WIPO. This book was released on 2019-01-21 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first report in a new flagship series, WIPO Technology Trends, aims to shed light on the trends in innovation in artificial intelligence since the field first developed in the 1950s.
Author :Constantin Zopounidis Publisher :Springer Science & Business Media ISBN 13 :3642574785 Total Pages :309 pages Book Rating :4.6/5 (425 download)
Book Synopsis New Trends in Banking Management by : Constantin Zopounidis
Download or read book New Trends in Banking Management written by Constantin Zopounidis and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the last decades the globalization, the intensified competition and the rapid changes in the socio-economic and technological environment had a major impact on the global economic, financial and business environments. Within this environment, it is clear that banking institutions worldwide face new challenges and increasing risks, as well as increasing business potentials. The recent experience shows that achieving a sustainable development of the banking system is not only of interest to the banking institutions themselves, but it is also directly related to the development of the whole business and economic environment, both at regional and international level. The variety of new banking products that is constantly being developed to accommodate the increased customer needs (firms, organizations, individuals, etc.) provides a clear indication of the changes that the banking industry has undergone during the last two decades. The establishment of new products of innovative processes and instruments for their requires the implementation efficient management. The implementation of such processes and instruments is closely related to a variety of disciplines, advanced quantitative analysis for risk management, information technology, quality management, etc. The implementation ofthese approaches in banking management is in accordance with the finding that empirical procedures are no longer adequate to address the increasing complexity of the banking industry.
Book Synopsis An Error Analysis of Failure Prediction Techniques Derived from Fracture Mechanics by : S. M. Wiederhorn
Download or read book An Error Analysis of Failure Prediction Techniques Derived from Fracture Mechanics written by S. M. Wiederhorn and published by . This book was released on 1975 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: Three principal methods of failure prediction for brittle materials are analyzed statistically. Each method depends on fracture mechanics for its predictive value and hence, the variance of the failure time is found to depend on the scatter in the fracture mechanics data and the scatter in the estimate of the initial size of the strength limiting crack. The variance is used to calculate confidence limits for the prediction of failure for two materials, glass and silicon carbide. Procedures for the collection and analysis of data are discussed, and the implications of the analysis for lifetime prediction are evaluated.
Book Synopsis Structural Failure Analysis and Prediction Methods for Aerospace Vehicles and Structures by : Sook-Ying Ho
Download or read book Structural Failure Analysis and Prediction Methods for Aerospace Vehicles and Structures written by Sook-Ying Ho and published by Bentham Science Publishers. This book was released on 2010 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with structural failure (induced by mechanical, aerodynamic, acoustic and aero-thermal, loads, etc.) of modern aerospace vehicles, in particular high-speed aircraft, solid propellant rocket systems and hypersonic flight vehicles, where structural integrity, failure prediction and service life assessment are particularly challenging, due to the increasingly more demanding mission requirements and the use of non-traditional materials, such as non-metallic composites, in their construction. Prediction of the complex loading environment seen in high-speed operation and constitutive / fracture models which can adequately describe the non-linear behaviour exhibited by advanced alloys and composite materials are critical in analyzing the non-linear structural response of modern aerospace vehicles and structures. The state-of-the-art of the different structural integrity assessment and prediction methodologies (including non-destructive structural health monitoring techniques) used for the structural design, service life assessment and failure analysis of the different types of aerospace vehicles are presented. The chapters are written by experts from aerospace / defence research organizations and academia in the fields of solid mechanics, and structural mechanics and dynamics of aircraft, rocket and hypersonic systems. The book will serve as a useful reference document containing specialist knowledge on appropriate prediction methodologies for a given circumstance and experimental data acquired from multi-national collaborative programs.
Book Synopsis Comparative Analysis of Failure Prediction Methods by : Teija Laitinen
Download or read book Comparative Analysis of Failure Prediction Methods written by Teija Laitinen and published by . This book was released on 1997 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Reliability Analysis and Prediction by : K.B. Misra
Download or read book Reliability Analysis and Prediction written by K.B. Misra and published by Elsevier. This book was released on 2012-12-02 with total page 907 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book equips the reader with a compact information source on all the most recent methodological tools available in the area of reliability prediction and analysis. Topics covered include reliability mathematics, organisation and analysis of data, reliability modelling and system reliability evaluation techniques. Environmental factors and stresses are taken into account in computing the reliability of the involved components. The limitations of models, methods, procedures, algorithms and programmes are outlined. The treatment of maintained systems is designed to aid the worker in analysing systems with more realistic and practical assumptions. Fault tree analysis is also extensively discussed, incorporating recent developments. Examples and illustrations support the reader in the solving of problems in his own area of research. The chapters provide a logical and graded presentation of the subject matter bearing in mind the difficulties of a beginner, whilst bridging the information gap for the more experienced reader. The work will be of considerable interest to engineers working in various industries, research organizations, particularly in defence, nuclear, chemical, space or communications. It will also be an indispensable study aid for serious-minded students and teachers.
Book Synopsis Computational Methods for Failure Analysis and Life Prediction by :
Download or read book Computational Methods for Failure Analysis and Life Prediction written by and published by . This book was released on 1993 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Handbook of 217Plus Reliability Prediction Models by : William Denson
Download or read book Handbook of 217Plus Reliability Prediction Models written by William Denson and published by RIAC. This book was released on 2006 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: 217Plus is a methodology and a software tool that was developed by the RIAC to aid in the assessment of system reliability. It represents the next generation of the PRISM software tool initially released in 1999. The original software contained six embedded models to estimate the failure rate of various components when exposed to a specific set of stresses that are defined by the user. The 217Plus contains twelve embedded component models. Until the release of this handbook, the equations comprising the component reliability prediction models were not available in printed form. As such, a user of the old software tool could not see the exact equations that comprised the models. It is always advantageous for analysts to be able to review details of the models, so that reliability prediction results can be better interpreted and supported through mutual practitioner, management and customer understanding. The RIAC, therefore, developed and published this handbook to make available the equations and model parameters that form the basis of the 217Plus methodology.
Book Synopsis Reliability Modeling: The RIAC Guide to Reliability Prediction, Assessment and Estimation by : William Denson
Download or read book Reliability Modeling: The RIAC Guide to Reliability Prediction, Assessment and Estimation written by William Denson and published by RIAC. This book was released on 2006 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: The intent of this book is to provide guidance on modeling techniques that can be used to quantify the reliability of a product or system. In this context, reliability modeling is the process of constructing a mathematical model that is used to estimate the reliability characteristics of a product. There are many ways in which this can be accomplished, depending on the product or system and the type of information that is available, or practical to obtain. This book reviews possible approaches, summarizes their advantages and disadvantages, and provides guidance on selecting a methodology based on the specific goals and constraints of the analyst. While this book will not discuss the use of specific published methodologies, in cases where examples are provided, tools and methodologies with which the author has personal experience in their development are used, such as life modeling, NPRD, MIL-HDBK-217 and the RIAC 217Plus--Introduction.
Book Synopsis Large-Scale Disk Failure Prediction by : Cheng He
Download or read book Large-Scale Disk Failure Prediction written by Cheng He and published by Springer Nature. This book was released on 2020-08-05 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-competition proceedings of the AI Ops Competition on Large-Scale Disk Failure Prediction, conducted between February 7th and May 15, 2020 on the Alibaba Cloud Tianchi Platform. A dedicated workshop, featuring the best performing teams of the competition, was held at the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, in April 2019. Due to the COVID-19 pandemic, the workshop was hosted online. This book includes 13 selected contributions: an introduction to dataset, selected approaches of the competing teams and the competition summary, describing the competition task, practical challenges, evaluation metrics, etc.
Book Synopsis Corporate Failure Prediction Using Neural Network Techniques by : Rob Hope
Download or read book Corporate Failure Prediction Using Neural Network Techniques written by Rob Hope and published by . This book was released on 1997 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many published studies of corporate failure prediction claim a high degree of accuracy, often over 90%, in predicting failure on the basis of only a small number of financial ratios. This study uses a uniquely large sample to determine how dramatically increased sample size, allowing better estimates of accuracy and more thorough out of sample validation, effects these results. Models such as Altman's Z score are found to perform poorly on the large sample. Significant improvements are possible through the introduction of new data. This study includes payment behaviour in several models, and this is shown to have a strong positive effect. Neural networks are relatively new in this area. Some comparative studies have been made, with conflicting results. This study looks in detail at their performance relative to accepted methods such as logistic regression. Neural networks are shown to have some powerful properties, but their use in failure prediction seems to offer no improvement over the conventional methods, at least using the methodologies tested here. Further research isjudged necessary. Finally, the study examines the form of the financial data used in traditional models. Constructing trend data is shown to be useful, and different forms of this are examined. The transformation of data is examined in some detail. Various transformations are discussed, including a new function, the hyperbolic tangent or tanh. Transformation of data is found to be very effective in improving a model.
Author :Constantin Zopounidis Publisher :Springer Science & Business Media ISBN 13 :1475728859 Total Pages :191 pages Book Rating :4.4/5 (757 download)
Book Synopsis Multicriteria Decision Aid Methods for the Prediction of Business Failure by : Constantin Zopounidis
Download or read book Multicriteria Decision Aid Methods for the Prediction of Business Failure written by Constantin Zopounidis and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a new point of view on the subject of business failure prediction, through the application of multicriteria analysis methods. The aim of the book is to provide a review of the research in the area and to explore the adequacy of these methods to one of the most complex problems in the area of financial management. In addition, the book explores the applications of the methods so that it can become a very useful tool for researchers and practitioners. The analysis of the modeling and the results in these applications provides the background for further employment of the methods.
Book Synopsis Reliability Prediction and Testing Textbook by : Lev M. Klyatis
Download or read book Reliability Prediction and Testing Textbook written by Lev M. Klyatis and published by John Wiley & Sons. This book was released on 2018-11-20 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook reviews the methodologies of reliability prediction as currently used in industries such as electronics, automotive, aircraft, aerospace, off-highway, farm machinery, and others. It then discusses why these are not successful; and, presents methods developed by the authors for obtaining accurate information for successful prediction. The approach is founded on approaches that accurately duplicate the real world use of the product. Their approach is based on two fundamental components needed for successful reliability prediction; first, the methodology necessary; and, second, use of accelerated reliability and durability testing as a source of the necessary data. Applicable to all areas of engineering, this textbook details the newest techniques and tools to achieve successful reliabilityprediction and testing. It demonstrates practical examples of the implementation of the approaches described. This book is a tool for engineers, managers, researchers, in industry, teachers, and students. The reader will learn the importance of the interactions of the influencing factors and the interconnections of safety and human factors in product prediction and testing.
Book Synopsis The Measurement and Statistical Modeling of Computer Reliability as Affected by System Activity by :
Download or read book The Measurement and Statistical Modeling of Computer Reliability as Affected by System Activity written by and published by . This book was released on 1985 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report describes the research performed during a three year study of computer reliability as affected by system activity. Data collected over an eight year period on three generations of computers was analyzed to determine what relationships exist between failures and activity. The activity included type of utilization, as well as amount of activity (or load) on the computer at time of failure. The failures included both software and hardware (transient, intermittent, and permanent). Another aspect of the research was an evaluation of the fault tolerance provided by the computer system as indicated by software error detection and recovery rates. A third major area of research was the development of a methodology for analysis of failure prediction data. Keywords: Reliability Modeling; Failure/Load Relationship; Failure Prediction; Fault Tolerance; Computer Utilization Rates; Error Detection; Error Correction.
Book Synopsis Computational Methods for Failure Analysis and Life Prediction Workshop by :
Download or read book Computational Methods for Failure Analysis and Life Prediction Workshop written by and published by . This book was released on 1993 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Applied Predictive Modeling by : Max Kuhn
Download or read book Applied Predictive Modeling written by Max Kuhn and published by Springer Science & Business Media. This book was released on 2013-05-17 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process. This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book’s R package. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.
