Package: ReliabilityTheory 0.3.1

ReliabilityTheory: Structural Reliability Analysis

Perform structural reliability analysis, including computation and simulation with system signatures, Samaniego (2007) <doi:10.1007/978-0-387-71797-5>, and survival signatures, Coolen and Coolen-Maturi (2013) <doi:10.1007/978-3-642-30662-4_8>. Additionally supports parametric and topological inference given system lifetime data, Aslett (2012) <https://www.louisaslett.com/PhD_Thesis.pdf>.

Authors:Louis Aslett [aut, cre, cph]

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ReliabilityTheory.pdf |ReliabilityTheory.html✨
ReliabilityTheory/json (API)
NEWS

# Install 'ReliabilityTheory' in R:
install.packages('ReliabilityTheory', repos = c('https://louisaslett.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/louisaslett/reliabilitytheory/issues

Datasets:
  • cnO2 - Catalogue of Coherent Networks of Order 2
  • cnO3 - Catalogue of Coherent Networks of Order 3
  • sccsO2 - Catalogue of Simply Connected Coherent Systems of Order 2
  • sccsO3 - Catalogue of Simply Connected Coherent Systems of Order 3
  • sccsO4 - Catalogue of Simply Connected Coherent Systems of Order 4
  • sccsO5 - Catalogue of Simply Connected Coherent Systems of Order 5

On CRAN:

reliability-engineering

4.23 score 7 stars 12 scripts 337 downloads 16 exports 41 dependencies

Last updated 2 months agofrom:cd2372f1bb. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 25 2024
R-4.5-winOKOct 25 2024
R-4.5-linuxOKOct 25 2024
R-4.4-winOKOct 25 2024
R-4.4-macOKOct 25 2024
R-4.3-winOKOct 25 2024
R-4.3-macOKOct 25 2024

Exports:computeNetworkSignaturecomputeSystemSignaturecomputeSystemSurvivalSignaturecreateSystemexpectedNetworkLifetimeExpexpectedSignatureLifetimeExpexpectedSystemLifetimeExpmaskedInferenceEXCHCustommaskedInferenceEXCHExponentialmaskedInferenceIIDCustommaskedInferenceIIDExponentialnonParBayesSystemInferencenonParBayesSystemInferencePriorSetssetCompTypessimulateSystemsystemGraphToGenerator

Dependencies:actuarclicodacolorspacecombinatcpp11expintfansifarverFRACTIONggplot2gluegtableigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmcmcmgcvmunsellnlmePhaseTypepillarpkgconfigplyrR6RColorBrewerRcppreshaperlangscalessfsmisctibbleutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Structural Reliability Theory ToolboxReliabilityTheory-package ReliabilityTheory
Catalogue of Coherent Networks of Order 2cnO2
Catalogue of Coherent Networks of Order 3cnO3
Compute the signature of a systemcomputeNetworkSignature computeSystemSignature
Compute the survival signature of a systemcomputeSystemSurvivalSignature
Create a system specificationcreateSystem
Compute the expected lifetime of a given systemexpectedNetworkLifetimeExp expectedSignatureLifetimeExp expectedSystemLifetimeExp
Inference for Masked Exchangeable System Lifetimes, Custom DistributionmaskedInferenceEXCHCustom
Inference for Masked Exchangeable System Lifetimes, Exponential ComponentsmaskedInferenceEXCHExponential
Inference for Masked iid System Lifetimes, Custom DistributionmaskedInferenceIIDCustom
Inference for Masked iid System Lifetimes, Exponential ComponentsmaskedInferenceIIDExponential
Non-parametric Bayesian posterior predictive system survival inferencenonParBayesSystemInference
Non-parametric Bayesian posterior predictive system survival inference using sets of priorsnonParBayesSystemInferencePriorSets
Catalogue of Simply Connected Coherent Systems of Order 2sccsO2
Catalogue of Simply Connected Coherent Systems of Order 3sccsO3
Catalogue of Simply Connected Coherent Systems of Order 4sccsO4
Catalogue of Simply Connected Coherent Systems of Order 5sccsO5
Set component types in a systemsetCompTypes
Simulate Masked Lifetime Data for a SystemsimulateSystem
Construct a Continuous-time Markov Chain GeneratorsystemGraphToGenerator