The support dataset for paper "Prediction for loosening life of bolted joints using IMUs with dimensionality reduction"

Citation Author(s):
Zi
Fang
Shanghai Jiao Tong University
Submitted by:
Zi Fang
Last updated:
Wed, 07/27/2022 - 01:15
DOI:
10.21227/ehvr-g469
License:
0
0 ratings - Please login to submit your rating.

Abstract 

The support dataset for paper "Prediction for loosening life of bolted joints using IMUs with dimensionality reduction"

Instructions: 

The dataset includes 5 signal preprocessing steps. And the program zip include the processing code to handle those data, in which "Handle_Merge.py", "Handle_FeatureExtract.py", "Handle_FeatureWash.py", "Handle_DimensionReduction.py" are used to handle the previous step's data and reach the next step's data, and "Analysis_Merge.py", "Analysis_FeatureExtract.py", "Analysis_FeatureWash.py", "Analysis_DimensionReduction.py" are used to make an analysis on the result of the processing.