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Statistical Quality Control
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Process Adjustment
A technique in which a process is tweaked or modified based on control chart signals to ensure that it remains in a state of statistical control.
Sampling
The process of selecting a subset of individuals from a population to estimate characteristics of the whole population.
Design of Experiments (DOE)
A systematic method to determine the relationship between factors affecting a process and the output of that process.
Total Quality Management (TQM)
A management approach to long-term success through customer satisfaction that involves all members of an organization in improving processes, products, and services.
Continuous Improvement (Kaizen)
A philosophy that focuses on the ongoing improvement of processes in manufacturing, engineering, and business management.
Pareto Chart
A bar graph that shows the frequency of defects, as well as their cumulative impact, highlighting the most significant factors in a data set.
Acceptance Sampling
A statistical method used to determine whether to accept or reject a quantity of material based on the sampling instead of checking the entire lot.
Process Capability (Cp, Cpk)
Process capability indices measure how well a process can produce output within specified limits. Cp is used when the process is centered, while Cpk accounts for centering and spread.
Type I and Type II Errors
Type I error occurs when a true null hypothesis is incorrectly rejected. Type II error occurs when a false null hypothesis fails to be rejected.
Taguchi Methods
Developed by Genichi Taguchi, these methods improve the quality of manufactured goods through robust design and the minimization of variation.
Histogram
A graphical representation of the distribution of a set of data that helps to understand its central tendency, dispersion, and shape.
Run Chart
A graph that displays observed data in a time sequence to identify trends, shifts, or patterns that might occur in the process over time.
ANOVA (Analysis of Variance)
A statistical technique that tests for differences between two or more group means.
Control Charts
A control chart is used to monitor a process over time for stability and to detect the presence of special-cause variation.
Six Sigma
A disciplined, data-driven approach and methodology for eliminating defects in any process, aiming for no more than 3.4 defects per million opportunities.
Statistical Process Control (SPC)
A method of quality control which employs statistical methods to monitor and control a process, ensuring that it operates at its full potential.
Standard Deviation
A measure of the amount of variation or dispersion of a set of values, indicating how much individual values typically differ from the mean.
Scatter Plot
A graph of plotted points that show the relationship between two sets of data.
Cause-and-Effect Diagram
Also known as a Fishbone or Ishikawa diagram, it is a tool used to identify the likely causes of defects or problems within a process.
Root Cause Analysis
A problem-solving methodology used to uncover the fundamental reason for a defect or problem, leading to its resolution.
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