Data relating to: "Multistep prediction of dynamic uncertainty under limited data" (2022)
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Authors
Grenyer, Alex
Schwabe, Oliver
ahmet Erkoyuncu, John
Zhao, Yifan
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Grenyer, Alex; Schwabe, Oliver; Erkoyuncu, John ahmet; Zhao, Yifan (2022). Data relating to: "Multistep prediction of dynamic uncertainty under limited data" (2022). Cranfield Online Research Data (CORD). Dataset. https://doi.org/10.17862/cranfield.rd.14381987
Abstract
Excel file: Symmetry trends used to establish correlation factorExcel file: Forecast method comparisonPowerPoint file: Figures in manuscriptPowerPoint file: Figures from additional simulationsMATLAB files to run the app and readme txt with instructions
Description
Software Description
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Github
Keywords
'long-short term memory network (LSTM)', 'Multistep', 'Prediction Analysis', 'Spatial geometry', 'Uncertainty Analysis', 'Manufacturing Engineering not elsewhere classified', 'Statistics', 'Applied Statistics', 'Statistics not elsewhere classified'
DOI
10.17862/cranfield.rd.14381987
Rights
CC BY 4.0
Funder/s
Advanced Uncertainty Quantification Techniques for Maintenance Planning