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OverviewThis book represents a compilation of experience from a slate of experts involved in developing and deploying Bayesian Networks (BN) for corrosion management. The contributors describe how probability distributions can be developed for corroding systems and BN can be applied as an ideal framework to deal with corrosion risk. Corrosion can develop suddenly and grow rapidly after a long incubation period and take many non-uniform aspects, including pitting and stress corrosion cracking, that cannot be mitigated by simply bulking up the system. They also describe how complex engineering structures and systems are influenced by many natural and engineering factors that come together in myriad ways. It provides a broad perspective to the reader on the potential of BN as an artificial intelligence tool for corrosion risk management and the challenges for implementing it. Full Product DetailsAuthor: Narasi SridharPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: 2024 ed. ISBN: 9783031561276ISBN 10: 3031561279 Pages: 338 Publication Date: 30 June 2024 Audience: Professional and scholarly , Professional & Vocational Format: Hardback Publisher's Status: Active Availability: Not yet available  This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release. Table of ContentsChapter1. Introduction: Risk Assessment.- Chapter.2. Bayesian Network Basics.- Chaoter.3. Corrosion Models.- Chapter.4. Statistical Models: Propagation of Uncertainty and Monte Carlo modeling.- Chapter.5. Corrosion Risk Assessment in Pipelines.- Chapter.6. Oil and Gas Production Systems.- Chapter.7.Nuclear Energy.- Chapter.8. Localized Corrosion in Saline Environments.- Chapter.9. BN for reinforced concrete structures.- Chapter.10.Coatings.- Chapter.11.Summary and Future.ReviewsAuthor InformationDr. Narasi Sridhar is CEO of MC Consult LLC, in Temecula, CA and an Adjunct Professor in the Department of Materials Science & Engineering, The Ohio State University. He has over 45 years of experience in corrosion science and engineering. Tab Content 6Author Website:Countries AvailableAll regions |
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