MFG 522 - Appl of Statistical Methods

1. Adopt a common-sense approach to the basic calculations used for statistical reasoning
   1. Learn to think statistically
   2. Identify approaches to statistical problem solving
   3. Use statistical software in problem solving
2. Estimate the conformance to tolerance/specification of a product
   1. Calculate a capability measure
   2. Calculate the percent defective (Z values).
   3. Evaluate capability and conformance data
3. Define the process of implementing an SPC program
   1. Identify the specific steps required to start SPC
   2. Describe the various charting techniques and their applications (X-bar & R, X & MR. N, np, C & u).
4. Explain the use of Statistical Methods to ensure Quality
   1. Identify an overall plan for quality
   2. Differentiate prevention vs. detection modes of quality assurance
   3. Describe effective sampling techniques
   4. Explain measurement accuracy
   5. Define quality cost procedures and calculate costs
5. Relate using Statistics to Predicting Reliability
   1. Describe the elements of effective reliability testing
   2. Calculate and explain reliability measures
   3. Explain reliability for processes
6. Identify Statistical Methods as they apply to Just - in - Time and MRP practices
   1. Calculate and explain economic order and cost figures
   2. Explain charting techniques for reducing work-in-process
   3. Describe economic lot size techniques
7. Create Forecasting Reports based on Statistical Methods
   1. Define correlation analysis
   2. Explain time series analysis
8. Assess Customer Requirements utilizing Statistical Techniques
   1. Use statistical techniques in customer surveys
   2. Identify techniques used for reporting survey results
   3. Explain the concepts of QFD
9. Utilize Statistics in Assessing Product Safety and Liability Factors
   1. Assess the safety of a facility
   2. Describe how safety statistics can lead to prevention
   3. Determine liability based on statistics
10. Explain the critical aspects of statistical software utilization
    1. Identify the basic requirements in selecting a statistical software package
    2. Use statistical software to effectively present statistical data
11. Describe the principles of FMEA (Failure Mode and Effect Analysis).
    1. Define FMEA practices
    2. Describe an application of FMEA activity
    3. Differentiate between FMEA and Corrective Action