Application
ProMSA is a program used to support the analysis of measurement systems (MSA - Measurment System Analysis) according to the guidelines of AIAG MSA Manual - 4rd Edition. The manufacturer, Symphony Technologies, has several years of experience in developing applications for, among other things, quality management.
specification
Basic features of the program:
- full range of analysis,
- graphical presentation of results,
- instrument database - scheduling and reporting of analysis dates,
- ease of use, user-friendly interface,
- natural signaling of compliance and exceedances (green, yellow, red),
- scalable analysis layouts (number of operators, parts, repetitions),
- instrument list and analysis history in a single database,
- export of reports to MS EXCEL spreadsheet format
Scope of analysis:
1) Measurement Systems for Numerical Values (Variable Studies):
- Repeatability and Reproducibility (GR&R) Analysis by Range & Average and ANOVA,
- Bias Studies,
- Linearity (Linearity),
- Stability (Stability),
2) Control Systems for Attribute Studies (Attribute Studies, "go/no go"):
- "Kappa" method (Cross Tab Method),
- Signal Detection Method (Signal Detection Method),
- Analytic Method & GPC.
Repeatability and Reproducibility Analysis (GR&R);
- Mean and Variance method (so-called Ford Type-2),
- ANOVA method,
- Long-term stability: the Xśr-R chart,
- Graphical analysis: interaction plot, scatter plot (part-operator), waveform plot by part / by operator, scatter component (variance) shares plot,
- components of scatter (EV, AV, PV, R&R, TV),
- variance components (Percentage Contribution),
- signal to noise ratio (Signal to Noise Ratio),
- resolution index (ndc),
- ANOVA table,
- %R&R, %EV, %AV, %PV ratios for different reference quantities.
Bias Study;
- estimation of bias,
- assessment of the significance of bias (test-t),
- color signaling of compliance,
- histogram.
Linearity Analysis;
- Estimation of bias and scatter for different values of the measurand within the measuring range of the instrument,
- regression analysis (confidence intervals),
- Goodness of Fit calculations,
- color signaling of compliance with requirements.
Stability Analysis;
- Stability monitoring with Xśr-R card,
- sample size by user selection,
- analysis using rules (SPC) Western Electric,
- color signaling of compliance with requirements (exceeding control limits, trends).
R&R analysis for attributive properties (Cross Tab Methods);
- Attributive parameter control system analysis function with interface for entering evaluation results and lists of reference quantities,
- analysis using parameter: Cohen`s kappa,
- calculation of the efficiency of the measurement system,
- indicators for the number of false alarms.
R&R analysis for attributive properties: Signal detection method;
- Determination of the area of non-compliance for operators,
- determination of %GRR,
- Indicator: Interrater Agreement determined based on: Cohen`s kappa parameter.