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Unit 14: Statistical Process Control




          could indicate a problem with the process. Several different descriptive statistics can be used in  Notes
          control charts and there are several different types of control charts that can test for different
          causes, such as how quickly major vs. minor shifts in process means are detected.




             Note Control charts are also used with product measurements to analyze process
            capability and for continuous process improvement efforts.


          14.1.1 Benefits of SPC

               Provides surveillance and feedback for keeping processes in control

               Signals when a problem with the process has occurred
               Detects assignable causes of variation
               Accomplishes process characterization
               Reduces need for inspection
               Monitors process quality
               Provides mechanism to make process changes and track effects of those changes
          Once a process is stable (assignable causes of variation have been eliminated), provides process
          capability analysis with comparison to the product tolerance.

          Self Assessment

          Fill in the blanks:
          1.   …………………… is a graphical representation of certain descriptive statistics for specific
               quantitative measurements of the manufacturing process.
          2.   …………………… is used to monitor the consistency of processes used to manufacture a
               product as designed.
          3.   Statistical Process Control (SPC) involves using …………………… techniques to measure
               and analyze the variation in processes.




             Caselet     Statistical Process Control Tool

                 tatistical process control is the application of statistical methods to the measurement
                 and analysis of variation process. Various regulatory authorities such as Validation
             SGuidance for Industry (2011), International Conference on Harmonisation ICH Q10
            (2009), the Health Canada guidelines (2009), Health Science Authority, Singapore: Guidance
            for Product Quality Review (2008), and International Organization for Standardization
            ISO-9000:2005 provide regulatory support for the application of statistical process control
            for better process control and understanding. In this study risk assessments, normal
            probability distributions, control charts, and capability charts are employed for selection
            of critical quality attributes, determination of normal probability distribution, statistical
            stability, and capability of production processes, respectively. The objective of this study
            is to determine tablet production process quality in the form of sigma process capability.
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