PrognosEase

Version 1.0.5 (168 KB) by BERGHOUT Tarek
A data generator for health deterioration prognosis
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50 Downloads
Updated 11 Jul 2023

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PrognosEase is software that provides an easier way to produce different types of run-to-failure data mimicking real-world conditions to simplify prognostic studies in terms of data collection and machine learning modeling improvement.
The introductory paper to this software is:
T. Berghout and M. Benbouzid, “PrognosEase: A data generator for health deterioration prognosis,” SoftwareX, vol. 23, p. 101461, Jul. 2023, doi: 10.1016/j.softx.2023.101461.
MATLAB Release Compatibility
Created with R2018b
Compatible with R2018b and later releases
Platform Compatibility
Windows macOS Linux
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PrognosEase

PrognosEase/GENERATORS

PrognosEase/ML

PrognosEase/PREPROCESSORS

Version Published Release Notes
1.0.5

Added published paper references

1.0.4

Preprint is added

1.0.3

Logo of software
1.0.2

Some changes for matrix dimensions errors
1.0.1

fixing some errors in matrix dimensions;
1.0.0