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Module 3: Statistical Quality Control Operations Management as a Competitive Weapon
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2 OM Course Framework 1. Cost - Design & Selection 2. Quality - TQM - SQC 3. Dependability - Project Management - JIT 4. Flexibility - Inventory - Supply Chain - Location - Forecasting - Aggregate Planning
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3 Module 03: Statistical Quality Control Learning Objectives At the end of this module, each student will be able to: 1.Discuss SQC background 2.Discuss SQC types and characteristics 3.Explain Statistical Process Control
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4 Module 03: Statistical Quality Control 1. SQC Background Involves collecting, organizing, & interpreting data Objective: Regulate product quality Used to Control the process as products are produced Inspect samples of finished products
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5 Module 03: Statistical Quality Control 2. SQC Types Statistical Quality Control Process Control Acceptance Sampling Variables Charts Attributes Charts VariablesAttributes
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Characteristics for which you focus on defects Classify products as either ‘good’ or ‘bad’, or count # defects e.g., radio works or not 2. SQC Characteristics Variables Characteristics that you measure e.g., weight, length Whole number or fractional value
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7 Module 03: Statistical Quality Control 3. Statistical Process Control Statistical Quality Control Process Control Acceptance Sampling Variables Charts Attributes Charts VariablesAttributes
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8 Module 03: Statistical Quality Control Statistical Process Control (SPC) Statistical technique used to ensure process is making product to standard All process are subject to variability Natural causes: Random variations Assignable causes: Correctable problems Machine wear, unskilled workers, poor mat’l Objective: Identify assignable causes
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9 Module 03: Statistical Quality Control Control Charts-Theoretical Basis 95.5% of all X fall within ± 2 X
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10 Control Charts-Theoretical Basis
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11 Control Charts-Theoretical Basis
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12 Control Charts-Theoretical Basis UCL LCL
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13 Module 03: Statistical Quality Control Control Chart Purposes Show changes in data pattern e.g., trends Show causes of changes in data Assignable causes Natural causes
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14 Module 03: Statistical Quality Control SQC Types Statistical Quality Control Process Control Acceptance Sampling Variables Charts Attributes Charts VariablesAttributes
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15 Module 03: Statistical Quality Control R Chart Shows sample ranges over time Difference between smallest & largest values in inspection sample Monitors variability in process Example: Weigh samples of coffee & compute ranges of samples; Plot
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16 Module 03: Statistical Quality Control X Chart Shows sample means over time Monitors process average Example: Weigh samples of coffee & compute means of samples; Plot
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17 Module 03: Statistical Quality Control SQC Types Statistical Quality Control Process Control Acceptance Sampling Variables Charts Attributes Charts VariablesAttributes
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18 Module 03: Statistical Quality Control p Chart Type of attributes control chart Shows % of nonconforming items Example: Count # defective chairs & divide by total chairs inspected; Plot Chair is either defective or not defective
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19 Module 03: Statistical Quality Control c Chart Type of attributes control chart Shows number of nonconformities (defects) in a unit Example: Count # defects (scratches, chips etc.) in each chair of a sample of 100 chairs; Plot
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