Experimental Program for Calculating Various Parameters of Vibration Signals

This program serves as an experimental tool for calculating various parameters of vibration signals. Its core functionality encompasses computational algorithms for statistical measures including mean, standard deviation, variance, skewness, kurtosis, peak-to-peak value, root mean square amplitude, average amplitude, peak value, waveform indicator, crest indicator, impulse indicator, and margin indicator. The implementation utilizes vectorized operations for efficient signal processing and includes data validation checks to ensure input signal integrity. Additionally, the program provides extended features such as data visualization through plotting functions, automated report generation with customizable templates, and parameter optimization capabilities using iterative algorithms. By employing this program, users can conduct comprehensive vibration signal analysis and extract valuable diagnostic information through well-structured computational methods.