Design for Manufacturing (DFM) analysis helps reduce manufacturing failures by:
- A) Ignoring material properties
- B) Increasing design complexity
- C) Simplifying designs to fit manufacturing capabilities
- D) Avoiding communication with manufacturers
Think about how making designs easier to produce can prevent errors.
DFM analysis focuses on simplifying designs so they match what manufacturers can easily produce, reducing errors and failures.
A company uses DFM analysis and finds a design feature that is hard to machine. What is the best next step to prevent failure?
Consider how changing the design can reduce manufacturing problems.
Redesigning the feature to be easier to machine reduces the risk of manufacturing failure by aligning design with manufacturing capabilities.
Given a table 'Failures' with columns 'Date', 'FailureCount', and 'DFM_Implemented' (TRUE/FALSE), which DAX measure calculates the average failure count after DFM was implemented?
Failures = DATATABLE( "Date", DATETIME, "FailureCount", INTEGER, "DFM_Implemented", BOOLEAN, { {"2024-01-01", 10, FALSE}, {"2024-02-01", 5, TRUE}, {"2024-03-01", 3, TRUE}, {"2024-04-01", 7, FALSE} } )
Use CALCULATE with FILTER to apply a condition in DAX.
Option D correctly uses CALCULATE with FILTER to average failure counts where DFM_Implemented is TRUE.
You want to show how failure counts changed before and after DFM implementation over time. Which visualization is best?
Think about showing trends over time and highlighting a key event.
A line chart with failure counts over time and a marker for when DFM started clearly shows the impact of DFM on failures.
The following DAX measure is intended to calculate the failure rate after DFM implementation, but it returns an error. What is the cause?
FailureRateAfterDFM = CALCULATE(SUM(Failures[FailureCount]) / COUNTROWS(Failures), Failures[DFM_Implemented] = TRUE)
Check how filter conditions are applied inside CALCULATE.
In DAX, filter conditions inside CALCULATE must be wrapped in FILTER or be a valid filter expression. Using 'Failures[DFM_Implemented] = TRUE' directly causes an error.
