Reliability Engineering Data analytics, modeling, risk prediction /

This textbook teaches methods of data analytics for technical reliability analyses and risk prognosis on the basis of probabilistics, statistics and modelling. The methods of Reliability Engineering are applied in the elementary phases of the product emergence process (concept and series development...

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-д хадгалсан:

Номзүйн дэлгэрэнгүй
Үндсэн зохиолч:	Bracke, Stefan (Зохиогч)
Байгууллагын зохиогч:	SpringerLink (Online service)
Формат:	Цахим Цахим ном
Хэл сонгох:	англи
Хэвлэсэн:	Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2024.
Хэвлэл:	1st ed. 2024.
Нөхцлүүд:	Industrial engineering. Production engineering. Operations research. Statistics . Engineering mathematics. Engineering > Data processing. Industrial and Production Engineering. Operations Research and Decision Theory. Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. Mathematical and Computational Engineering Applications.
Онлайн хандалт:	https://doi.org/10.1007/978-3-662-67446-8
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!

Агуулга:

Technical reliability and product emergence process
Elementary terms
Descriptive statistics: forms of visulization
Probability and random experiments
Data collection and first analysis steps
Distribution models and functions
Distribution models: parameter estimation
Confidence intervals
Correlation and regression
System Analysis: Function, Fault Tree and Failure Mode and Effects
Analysis of the failure behaviour of components, assemblies, systems
Significance tests
Prototype Testing and Accelerated Testing
Test process suitability
Statistical Process Control (SPC).

Reliability Engineering Data analytics, modeling, risk prediction /

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