Analyzing Wall Thickness vs Force Data Sets

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SUMMARY

The discussion focuses on analyzing two data sets: 'Wall Thickness vs. Time' and 'Force vs. Time', extracted from .CSV and .mdb files. The first data set spans the time interval of [3400 - 8200] seconds, while the second spans [38000 - 38600] seconds. The user aims to establish a correlation between wall thickness and drag force but encounters synchronization issues in MATLAB due to differing time formats. The expectation of synchronization between these two intervals is questioned, highlighting a fundamental misunderstanding of the data's temporal relationship.

PREREQUISITES
  • Proficiency in MATLAB for data analysis and synchronization
  • Understanding of data extraction from .CSV and .mdb file formats
  • Knowledge of graphing techniques for time-series data
  • Familiarity with physical principles relating wall thickness to drag force
NEXT STEPS
  • Learn MATLAB time series synchronization techniques
  • Explore data manipulation in MATLAB for .CSV and .mdb files
  • Investigate correlation analysis methods for physical data sets
  • Study graphing multiple data sets in MATLAB for comparative analysis
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Data analysts, engineers, and researchers involved in physical experiments, particularly those working with MATLAB for data visualization and correlation analysis.

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Attached are three figures. The problem in question essentially involves extracting data from a .CSV (MS Excel) file and .mdb (MS Access) file which I have done already but not correctly.

Data set #1: gives me 'Wall Thickness vs. Time' ( [3400 - 8200] s , [0,1] in.) as shown in figure3.jpg.
Data set #2: gives me 'Force vs. Time' ( [ 0 - 17,000] lbs. , [3.8x10^4, 3.86x10^4] s) as shown in figure2.jpg

figure1.jpg is the figure that plots both at the same time. In the Wall Thickness vs. Time graph, I had only selected the first step function within figure3.jpg.

Physically we expected that higher wall thickness requires higher drag force. The idea is to prove this correlation.

The issue is with the time format in MATLAB. I cannot synchronize them together.

I hope that is clear.

Thanks for your help,
 

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  • figure3.jpg
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One data set is measured over the time interval [3400, 8200] whereas the other is over the interval [38000, 38600]. Why would you expect them to be synchronized?
 

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