Some Challenges and Opportunities in Reliability Engineering

Today's fast-pace evolving and digitalizing World is posing new challenges to reliability engineering. On the other hand, the continuous advancement of technical knowledge and the increasing capabilities of monitoring and computing offer opportunities for new developments in reliability enginee...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:IEEE transactions on reliability Ročník 65; číslo 4; s. 1769 - 1782
Hlavní autor: Zio, Enrico
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York IEEE 01.12.2016
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Institute of Electrical and Electronics Engineers
Témata:
Accelerated degradation testing (ADT)
Accelerated tests
Data models
Degradation
degradation modeling
dependent degradation
Digitization
distributed prognostics
Electric shock
Engineering Sciences
Evolution
evolving environment (EE)
fleet prognostics
Maintenance engineering
Modelling
multi-state system reliability
physics-based models (PBMs)
piecewise deterministic Markov process (PDMP)
prognostic performance indicator (PPI)
Prognostics and health management
prognostics and health management (PHM)
random shocks
Reliability analysis
Reliability engineering
return of investment
State-of-the-art reviews
ISSN:0018-9529, 1558-1721
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Popis
Shrnutí:Today's fast-pace evolving and digitalizing World is posing new challenges to reliability engineering. On the other hand, the continuous advancement of technical knowledge and the increasing capabilities of monitoring and computing offer opportunities for new developments in reliability engineering. In this paper, I reflect on some of these challenges and opportunities in research and application. The underlying perspective taken stands on the following: The belief that the knowledge, information, and data (KID) available for the modeling, computations, and analyses done in reliability engineering is substantially grown and continue to do so; The belief that the technical capabilities for reliability engineering have been significantly advanced; The recognition of the increased complexity of the systems, nowadays more and more made of heterogeneous, highly interconnected elements. In line with this perspective, opportunities and challenges for reliability engineering are discussed in relation to degradation modeling and integration of multistate and physics-based models therein, accelerated degradation testing, component-, system- and fleet-wide prognostics and health management in evolving environments. The paper is not a review, nor a state of the art work, but rather it offers a vision of reflection on reliability engineering, for consideration and discussion by the interested scientific community. It does not pretend to give the unique view, nor to be complete in the subject discussed and the related literature referenced to.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:0018-9529
1558-1721
DOI:10.1109/TR.2016.2591504