prognostics topic

List prognostics repositories

prog_models

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The NASA Prognostic Model Package is a Python framework focused on defining and building models for prognostics (computation of remaining useful life) of engineering systems, and provides a set of pro...

Rotating-machine-fault-data-set

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Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)

NAS_transformer

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Evolutionary Neural Architecture Search on Transformers for RUL Prediction

progpy

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The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computation of remaining useful life) of engineering systems, and provide...

rul

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remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, condition-based maintenance, CBM, predictive maintenance, PdM, pro...

N-CMAPSS_DL

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N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)

prog_algs

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The Prognostic Algorithm Package is a python framework for model-based prognostics (computation of remaining useful life) of engineering systems, and provides a set of algorithms for state estimation...