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[Explanatory Material] Reasons why Atfields' data analysis can identify causes of defects.

A must-read for managers and personnel in the technical and quality control departments who want to investigate the causes of quality defects through data analysis!

The occurrence of poor quality is caused by some kind of anomaly in the manufacturing process. Furthermore, that anomaly is reflected in the manufacturing data. Therefore, it is possible to identify the causes of defects through the analysis of manufacturing data. However, simply collecting and analyzing data is not sufficient to identify the causes of defects. It is important to devise a data analysis approach tailored to the purpose. This document introduces the concepts of data analysis approaches necessary for identifying the causes of defects, using Atfields' data analysis approach examples. [Contents] ■ Purpose of this document ■ Assumed issues ■ Examples of data analysis approaches ■ Achievements ■ Service introduction ■ Company overview *For more details, please refer to the PDF document or feel free to contact us.

  • Other contract services
  • 4. Data Analysis

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Exploring the conditions that bring about the desired results using machine learning.

What separated the good from the bad? Exploring results even with complex combinations of conditions.

We conduct searches for conditions that have affected performance through data analysis. We examine multiple potential methods and present a highly accurate model. Using the results of the analysis based on the data provided, we engage in repeated discussions with our customers to lead to results with greater explanatory power. [Purpose and Background] ■ When inconvenient phenomena occur, it may not be easy to discern relationships through simple correlation analysis or graphical representation. ■ Experimental design is effective when the factors can be anticipated and can be manipulated artificially. *For more details, please refer to the PDF document or feel free to contact us.

  • Company:KRI
  • Price:Other
  • Contract Analysis
  • 4. Data Analysis

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