Description:
Soft Computing and Artificial Intelligence in System Safety and Reliability Analysis: Recent Advances and Perspectives provides information in three main fields of safety and reliability including "AI in reliability and safety science", "soft computing applications in safety analysis" and "Operation and Maintenance".
Every topic addressed in the book is complemented by illustrations, which aid with conceptual understanding.
Using this book, all audiences will learn about recent theoretical and methodological advances in ensemble AI-driven metaheuristic optimization algorithms and their applications in all aspects of safety and reliability, soft computing, as well as hybridization of metaheuristics with other soft computing and artificial intelligence tools, and would be able to perform operations like designing, identifying, choosing the best AI-driven algorithms for the safety and reliability analysis, and maintenance optimization.
The main advantage of this book is that all the required and recent knowledge of safety, and reliability is provided in one place without the need to read several books and papers.
Brief description: Fatemeh Afsharnia completed her Ph.D. in Mechanization Engineering from Agricultural Sciences and Natural Resources University of Khuzestan in 2021 and postdoctoral studies from Ferdowsi University of Mashhad. She was also a visiting scholar at the Condition Monitoring Center at the Sharif University of Technology in 2019. She was awarded the "Top Student Award" in 2010, and the "Best Research Student of University Award" in 2019. Dr. Afsharnia's fields of study are Reliability engineering and analysis, Maintenance management, Maintenance planning, Regression modelling, Reliability theory, Risk assessment and analysis, Safety management and engineering, Probabilistic risk analysis, Maintenance optimization, Condition-based maintenance, etc. She is a member of the Iranian Maintenance Association (IRMA) and has published over 30 publications in several reputed journals and books. Moreover, she has been serving as a reviewer of the Journal of Industrial Information Integration, Computers & Industrial Engineering, ISA Transactions, Measurement, Journal of Food Engineering, and Computers and Electronics in Agriculture Journals published by Elsevier.