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Data · dataset · 2026

PRUL-MRO Reproducibility Package: Data and Code for One-Step Rolling Maintenance Support for Multiple Assets Driven by Probabilistic RUL

Listed in ScienceDB

Reproducibility package for the manuscript "One-Step Rolling Maintenance Support for Multiple Assets Driven by Probabilistic RUL".

Description

It contains engine-level disjoint split identifiers derived from NASA C-MAPSS FD004 (149 training / 49 calibration / 51 internal test), the frozen configuration and its SHA-256 hash, all calibration candidate results, 40 formal simulation episodes per method and scenario for S0 and S5, seed-level paired statistics (bootstrap and Wilcoxon), cycle-level decision logs, the fitted weighted KNN probabilistic RUL model, and the source code, run scripts, configurations and unit tests.

The original third-party NASA C-MAPSS files are not redistributed; acquisition and preprocessing scripts are provided. The environment is semi-synthetic: sensor evolution and failure endpoints come from public run-to-failure trajectories, whereas maintenance resources, costs and task processes are generated from released configurations.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Simulation 75% · Statistics 70%
Provenance · 1 source records, 12 field assertions
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ScienceDB10.57760/sciencedb.4434210 d agoJSON v1
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