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Homepage > training offer > Closed training > MSA – Measurement System Analysis based on ANOVA
MSA – Measurement System Analysis based on ANOVA

MSA – Measurement System Analysis based on ANOVA

The basic objectives of the training are:

  • Presentation of the principles of conducting MSA for variable evaluation based on ANOVA analysis
  • Discussion of how to use MSA in the company
  • Conducting MSA analyses on real measurements carried out in the company

Open training

Join a group of participants from different companies and discover industry best practices.

Currently no scheduled dates.

Do you have any questions or are you interested in this topic?

Contact us to discuss the possibility of delivering this topic as an open training.

IN-COMPANY TRAINING

Order a training tailored to the needs of your organization.

czas szkolenia 1 day / 8 training hours
lokalizacja szkolenia Stationary / On-line
czas szkolenia The day may be established
cena szkolenia Individual pricing

TRAINING PROGRAM

info ikona For in-company training, the proposed program is a preliminary suggestion and can be freely adapted to the individual needs of the company.

The following program is indicative (the division into days is arbitrary) and the trainer adapts the course of the training to the specific characteristics of the group. Individual topics may be discussed at a different time or in a different form than indicated in the plan.

Module 1

SELECTION OF MEASURING EQUIPMENT IN THE PROCESS BASED ON MSA REQUIREMENTS – REMINDER

Content:

  • Resolution of measuring instruments – selection principles
  • Consequences of incorrect instrument selection – effects in the area of SPC and process and machine capability studies
  • MSA results and changes in the control process

Exercises:

At the beginning of the training, the most important principles of selecting measuring instruments with regard to the readability of data obtained from measurements will be briefly reviewed

Attention will also be drawn to the consequences of incorrectly selected instruments for process control using SPC and methods of studying process capability (Cp, Pp) and machine capability (Cm)

Module 2

MSA FOR VARIABLE MEASUREMENTS – REVIEW

Content:

  • Repeatability and reproducibility of measurements – definitions
  • Study of stability and linearity
  • Instrument study – GRR procedure (ARM and RM methods) – operator and instrument study
  • Study of repeatability of measurements for destructive testing
  • Advanced methods (including ANOVA) – overview

Exercises:

This part of the workshops prepares participants to work with MSA for variable measurements

Basic concepts and principles of conducting MSA analyses will be briefly reviewed

Module 3

MSA BASED ON ANOVA ANALYSIS

Content:

  • Ensuring data randomness – planning of studies
  • F-test
  • Testing the normality of data distribution
  • Selection of significance level
  • Analysis of variance
  • Determination of repeatability, reproducibility and %R&R
  • ANOVA analysis vs. GRR
  • Application of the modified ANOVA method to the analysis of measurement systems used in destructive testing
  • Computer support for ANOVA analysis

Exercises:

During this module, participants will learn how to correctly conduct MSA analysis based on ANOVA

Particular emphasis will be placed on applying the discussed method to the analysis of measurement systems used in destructive testing

Module 4

PRACTICAL PROBLEMS IN CONDUCTING MSA

Content:

  • Workshops – conducting MSA for selected inspections carried out at the Customer

Exercises:

Depending on time availability, real studies will be conducted for selected measurements

The prepared documentation may later serve as a template for independently conducted analyses

ADDITIONAL INFORMATION

The training takes the form of workshops supported by a multimedia presentation and supplemented with exercises. The theoretical part is interwoven with many examples tailored to the specific nature of the company in which the training participants work. The pace of the training and the difficulty of the discussed topics are adjusted to the participants’ level of advancement, and the scope of the training may be tailored to the specific nature of your company.

During the workshops, participants, working in small groups, are tasked with properly selecting a measurement system and designing its analysis (including, among others, the appropriate selection of samples for evaluation, the course of the study, the number of measurement series, and the method of developing and interpreting the results). It is also possible to conduct a real study for selected measurements. The prepared documentation may later serve as a template for independently conducted analyses.

After the training, each participant will receive a certificate confirming completion of the training.

WHAT OUR CLIENTS SAY ABOUT US

  • We have been cooperating with PROQUAL continuously since 2016. All projects were characterized by diligent and careful preparation, as well as a flexible approach to our needs. PROQUAL consultants deserve special recognition for their extensive knowledge, training experience, and helpfulness. We wholeheartedly recommend PROQUAL as a proven provider of training and consulting services.
    Sylwia Konsewicz
    Training Specialist – RONAL Polska Sp. z o.o.
  • Training sessions conducted by PROQUAL are characterized by an excellent lecturer–participant relationship. Gaining knowledge during lectures and exercises is an enjoyable experience combined with the expected results. The sessions were organized in a clear and effective manner.
    Jacek Tajchma
    BURY Sp. z o.o.
  • Working with PROQUAL allows me to recommend them as a very reliable and professional provider, knowledgeable and applying modern techniques during training delivery. What sets PROQUAL apart is the quality of services, integrity, reliability, responsiveness, and professionalism
    Kinga Krystek
    Guillin Polska Sp. z o.o.
  • Training on quality management and specific customer requirements delivered by PROQUAL Management Institute met our expectations. The trainers present deep theoretical and practical knowledge, skillfully adapting the content to specific needs, which significantly increases the effectiveness of the training. We recommend PROQUAL Management Institute as a reliable partner in raising quality standards in the automotive industry.
    Marcin Zieliński
    HR Manager – Merit Poland Sp. z o.o.
  • PROQUAL conducted training for us in SPC and PFMEA, which stood out for the trainer's engagement and knowledge. The material was supported by many interesting industry examples, allowing participants to better understand the issues. We can wholeheartedly recommend working with PROQUAL
    Paweł Chodnik
    Manufacturing Engineering Manager – Electrolux Poland Sp. z o.o.
  • The training sessions were conducted very professionally. The topics were tailored to the participants’ level of knowledge and skills, which allowed for proper understanding of the issues. This was reflected in the evaluation surveys completed by participants, where the PROQUAL expert received very high scores.
    Przemysław Zdeb
    Head of Quality Assurance Department

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    B. T. Greber Spółka Jawna

    ul. Ostrowskiego 30, 53-238 Wrocław
    e-mail: biuro@proqual.pl
    phone: +48 71 355 18 08
    fax: +48 71 72 313 94
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