DATS : Capture, analyze, report

DATS is the leading software package for the capture, analysis and reporting of engineering data. It includes time and frequency domain analyses as well as special solution packs to address specific applications

DATS Time Series Analysis

  • Time Domain Analysis
  • Trend Analysis
  • Statistics
  • Level Crossing
  • Maths Functions
  • Trig Functions
  • Filtering

The standard DATS.toolbox package comes with a large selection of time domain analysis functions.

Analysis functions include

Arithmetic (Data & Data)

Data & Data Arithmetic (+ - * /)
Data + Ind. Var. Arithmetic (+ - * /)
Data and Reference

Arithmetic (Data & Constant)

Real Data & Constant (+ - * /)
Complex Data & Constant (+ - * /)
Mod/Phase Data & Constant (+ - * /)

Calculus

Differentiate
Integrate
Integrate X with Y
Omega Arithmetic
RMS over Frequency Band
Complex Functions
Complex to & from Mod/Phase
Complex to Real
Complex to Imaginary
Complex Output (Imag+iReal, Real+i0, Imag+i0, Real+iZ)
Data & Conjugate(Data) (+ - * /)

Curve Fitting

Alpha-Beta Smooth
Fit Stepped Data
Lagrange
Least Squares Polynomial
Mean Median Despike
Remove Spikes from Data
Smooth
Spline Fit

Time Domain Analysis

ADC Simulation
Auto/Cross Correlation (Lagged Products)
Auto/Cross Correlation (Fourier Transform)
Convolution in the Time Domain
Normalize
Apply Threshold
Time Reverse
Cosine Taper Function
Statistics
Signal Decimation
Trend Analysis
Bias removal
Evaluate Trend (Mean)
Evaluate Trend (Standard Deviation)
Evaluate Trend (RMS Values)
Trend Removal (Linear Averaging - Points)
Trend Removal (Exponential Averaging)
Trend Removal (Linear Averaging - Duration)
Probability Analysis
Joint Probability Density Function
Probability Density Function

Maths Functions

Absolute
Arc Tangent
Antilog
Cos
Cosh
Exponential
Log e
Log 10
Sin
Sinh
Square Root
Tanh

Event Processing

Extract Event
Mark Event
Remove Event

Filtering

Alpha Beta Filter
Bessel (Low, High & Band Pass and Band Stop)
Butterworth (Low, High & Band Pass and Band Stop)
Chebyshev (Low, High & Band Pass and Band Stop)
Equalization Filter
Filter Octave (Band Pass)
Frequency Characteristics (Butterworth, Chebyshev & Bessel)
Impulse Response Filter
Notch
RC Filter
Shelving Filter
Smoothing

Pulse Analysis

Angular Vibration of Shaft
Pulses to Rate
Pulses to Amount
Pulse Duration (All Crossings, Pos-Pos, Neg-Neg, Pos-Neg, Neg-Pos)
Create Speed Signal

Statistics

Signal Decimation
Statistical Counting
Level Count (Number of Intervals, Size of Duration Interval, Interval Size as %age, Output All Duration, Referenced to Signal Mean, Specify Reference Level)
Mean Crossing Peak Count
Modified Lambie Range Count
Net Peak Count
Peak and Trough Count
Rainflow Counting (Cycle Peak / Trough)
Rainflow Counting (Cycle Range / Mean)

Probability Analysis

Percentile Calculations
Probability Density Function
Signal Decimation
Signal Generation
Statistics
Time Reverse
Trend Analysis
Trend Removal (Linear Averaging Points, Exponential Averaging & Linear Averaging Duration)

Statistical Counting

Level Count (Number of Intervals)
Level Count (Size of Duration Interval)
Level Count (Interval Size as Percent.)
Level Count (Output All Duration)
Level Count (Referenced to Signal Mean)
Level Count (Specify Reference Level)
Mean Crossing Peak Count
Modified Lambie Range Count
Net Peak Count
Peak and Trough Count Without Time Output
Rainflow Counting (Cycle Peak/Trough)
Rainflow Counting (Cycle Range/Mean)