Inspect
Review the problem, diagram, and evidence.
A perfect step arrived. The filter answered 2.0 instead of 10.
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.
A digital sensor filter uses y[n] = 0.8y[n-1] + 0.2x[n]. Its DC gain is one, so a review note claims a step from 0 to 10 should produce y[0] = 10 immediately. With y[-1] = 0, the actual first output is 2.0 and the next is 3.6. Diagnose the lag and choose a coefficient change that gives at least 5.0 on the first sample while preserving unity DC gain.
Find the root cause, confirm the fix, and see how this connects to the exam.
A unity-gain filter produced only 2.0 on the first sample of a 10-unit step.
The previous-output state creates a discrete-time transient.
Apply the difference equation sample by sample; use DC gain for the eventual constant-input value.
For y[n] = 0.8y[n-1] + 0.2x[n] with zero initial state and a step to 10, y[0] = 2.0 and y[1] = 3.6. The output approaches 10 only over time; unity DC gain describes the final constant-input value, not the first sample.
Use the difference equation sample by sample. Unity DC gain describes the eventual constant-input response; the recursive state creates a gradual transient.
2.0.
No. It means the steady-state output equals the constant input.
They combine current input with stored previous output, so changes are spread across samples.
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.