Statistical reliability engineering : methods, models and applications / / Hoang Pham
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| Autore: |
Pham Hoang
|
| Titolo: |
Statistical reliability engineering : methods, models and applications / / Hoang Pham
|
| Pubblicazione: | Cham, Switzerland : , : Springer, , [2022] |
| ℗♭2022 | |
| Edizione: | 1st ed. 2022. |
| Descrizione fisica: | 1 online resource (XX, 497 p. 54 illus.) |
| Disciplina: | 620.00452 |
| Soggetto topico: | Reliability (Engineering) - Statistical methods |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Probability, Statistics, and Reliability Concepts -- Distribution Functions and Its Applications -- Statistical Parameter Estimation -- System Reliability Modeling -- Order Statistics and Reliability Estimation -- Stochastic Processes -- Maintenance Modeling -- Software Reliability -- Statistical Machine Learning Methods and Its Applications. |
| Sommario/riassunto: | This book presents the state-of-the-art methodology and detailed analytical models and methods used to assess the reliability of complex systems and related applications in statistical reliability engineering. It is a textbook based mainly on the author’s recent research and publications as well as experience of over 30 years in this field. The book covers a wide range of methods and models in reliability, and their applications, including: statistical methods and model selection for machine learning; models for maintenance and software reliability; statistical reliability estimation of complex systems; and statistical reliability analysis of k out of n systems, standby systems and repairable systems. Offering numerous examples and solved problems within each chapter, this comprehensive text provides an introduction to reliability engineering graduate students, a reference for data scientists and reliability engineers, and a thorough guide for researchers and instructors in the field. |
| Titolo autorizzato: | Statistical Reliability Engineering |
| ISBN: | 3-030-76904-6 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910523885603321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Springer series in reliability engineering.