SensorDataProcessor

SensorDataProcessor is a VB.NET-based graphical user interface (GUI) program designed to visualize sensor data and compute various statistical values, such as mean, standard deviation, min, max, percentiles (Q1, Q2, Q3), skewness, kurtosis, coefficient of variation (CV), and root mean square (RMS). It provides several functionalities, including the extraction of sensor data from log files, processing of data to generate center, deviation, and absolute deviation curves, as well as peak detection. Additionally, it calculates daily or monthly averages and computes statistical measures from the processed data. This program allows users to segment the entire sensor data period into weekly intervals (or other user-defined periods) and compute feature values for each segment. For detailed instructions, please consult the program manual. Please ensure that this program runs only on Windows PCs.

 

GitHub project:    https://github.com/QuantSKhong/SensorDataAnalysisTools

Executable program (zip; 2.37 MB)

Source code (zip; 28.4 MB)

Manual (PDF; 942 KB)

 

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Contact:

Sang-Kyu Jung (skjung@hongik.ac.kr)

Associate professor

Biological and Chemical Enginering Department

Hongik University, South Korea

 

 

Last update: 2/19/2025