Inspect
Review the problem, diagram, and evidence.
The arithmetic produced 3.6 stations, but a production line cannot operate with a fraction of a station. The theoretical minimum was 4.
Inspect, commit, prove, fix, and sign off.
Follow the investigation process used in the field β in five guided steps.
Review the problem, diagram, and evidence.
Choose your hypothesis.
Run calculations and test your idea.
Select and validate a safe correction.
See the full debrief and key takeaways.
An assembly line has 450 productive minutes available per shift and must produce 225 units per shift. The sum of all elemental task times is 7.2 minutes per unit. A planning note calculates 7.2/2.0=3.6 and reports that 3.6 stations are required. Determine the required cycle time, the theoretical minimum number of stations, and the line efficiency if four stations are used.
Find the root cause, confirm the fix, and see how this connects to the exam.
A fractional workload ratio was reported as a feasible workstation count.
Workstations are discrete resources and must provide enough capacity within each cycle.
Use C=available time/demand and Nmin=ceil(total task time/C).
Cycle time is 450/225=2.0 min/unit. The workload ratio is 7.2/2.0=3.6, so the theoretical minimum is 4 stations. With four stations, line efficiency is 7.2/(4Γ2.0)=90%.
Calculate cycle time as available production time divided by required output, divide total task time by cycle time, then round up to the next whole workstation.
Divide available production time by required output.
Because workstation count is discrete and three stations would not provide enough work capacity per cycle.
Each case is designed to build the judgment, analysis, and confidence you need for engineering exams β and beyond.
Basic subject familiarity helps, but every case is designed to teach through the investigation itself.
Most cases are designed for a focused 5β10 minute investigation.
Each case is mapped to a verified exam, subject, topic, and misconception before publication.
The sealed debrief unlocks with the root cause, corrected reasoning, fix, and takeaway.