Inspect
Review the problem, diagram, and evidence.
Layout A had the shorter average distance, but its busiest material-flow pair was much farther apart. Weighted load-distance made Layout B the better design.
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.
Three department pairs have daily material flows AB=50, AC=10, and BC=10 loads/day. Layout A has pair distances AB=30 ft, AC=5 ft, BC=5 ft. Layout B has distances AB=20 ft, AC=15 ft, BC=15 ft. A note chooses Layout A because its unweighted average distance is lower. Using load-distance score, determine the better layout and the percent reduction relative to Layout A.
Find the root cause, confirm the fix, and see how this connects to the exam.
A simple average distance ignored the material-flow pattern.
The highest-flow department pair was also the longest pair in Layout A.
Use the total load-distance score Ξ£(flowΓdistance).
Layout A has load-distance 50(30)+10(5)+10(5)=1600 load-ft/day. Layout B has 50(20)+10(15)+10(15)=1300 load-ft/day, so Layout B reduces the score by 18.75%.
Use a load-distance score by multiplying each pair's flow by its travel distance and summing across all relevant pairs.
It is the sum of flow multiplied by travel distance for each relevant origin-destination pair.
It does not weight high-flow department pairs more heavily than low-flow pairs.
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.