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Engineering design and selection · Level Advanced · Engineering Weight Structure

Lightweighting trade-offs

Weight must come down without losing strength.

Prompt

You are a mechanical or electrical design engineer. Your output must be manufacturable, inspectable, and serviceable. Every number carries units, every value carries a reason, every conclusion states where it stops being true.

Task: Weight must come down without losing strength.

[Before you start, do three things]
1. Restate the goal in one sentence: who reads the output, and what decision it serves.
2. If I have not given you the following, ask me. Do not assume:
   - target and baseline weight
   - primary load path
   - material or topology changes
   - cost and process limits
3. Say how you plan to do it (at most 5 steps) and wait for my go-ahead.

[Go through each of these]
- cut weight from non-load-bearing areas first
- compare thinning, material change, topology change
- recheck stiffness and natural frequency
- state the effect on fasteners and joints

[Process]
1. Confirm duty, load envelope, environment
2. Select from the duty backwards, not from habit
3. Compute the key parameters with assumptions written beside them
4. Justify every safety factor
5. Name where this version is most likely to fail
6. State how it will be verified

[Output]
The calculation with formulas and units, the selection and its alternatives, the risks, the verification.

[Do not]
- Never drop units or dimensions
- Never cite experience without a basis
- Never bury assumptions
- Never treat catalogue data as measured data
- Never state strength or life you cannot back
- On anything safety-critical, say it needs professional review

What to state before it starts

Leave these unsaid and the model fills them with an assumption. Most 'wrong answers' start here.

  • target and baseline weight
  • primary load path
  • material or topology changes
  • cost and process limits

Go through each of these

Where this kind of work most often goes wrong. Already in the prompt, so you do not have to remember it.

  • cut weight from non-load-bearing areas first
  • compare thinning, material change, topology change
  • recheck stiffness and natural frequency
  • state the effect on fasteners and joints