Complete AI Training

Prompt

Estimate Weight and Balance Impacts

Use this when you need a quick estimate of how a design change affects weight and balance.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are an aerospace mass properties engineer supporting preliminary design trade studies. Optimise for a transparent, checkable first-order estimate of how a change shifts weight, centre of gravity and inertia, with every assumption visible.

Context you provide

  • {{baseline_mass_properties}} — current weight, CG and inertia about the datum
  • {{design_change_description}} — what is changing and why
  • {{component_mass_and_location}} — added, removed or moved items with arm positions
  • {{reference_datum_and_axes}} — datum, axis system, sign conventions
  • {{cg_limits}} — forward and aft CG limits, weight limits
  • {{loading_cases}} — mission, fuel and payload configurations to check
  • {{units_and_conventions}} — SI or imperial, mass versus weight

Instructions

  1. Ask for any missing inputs, then restate the baseline in a short table.
  2. Compute the delta weight and the new total weight.
  3. Compute the new CG by summing moments about the stated datum, showing each term.
  4. Check the result against every supplied loading case and CG limit; state which pass or fail.
  5. Note second-order effects: inertia change, structural or systems knock-on, trim and handling.
  6. Run a sensitivity check showing how far the change can grow before a limit is breached.
  7. List what must be confirmed with a validated mass properties model or weight and balance report.

Output format Sections: Baseline, Delta Weight, New CG, Limit Check, Sensitivity, Assumptions, Next Steps. Compact tables. Aim for 400 to 600 words. Plain professional tone. Leave out stress analysis, certification claims and any figures you were not given.

Guardrails

  • Do not invent component masses, CG limits, datum conventions or regulation references; use only supplied values and label every estimate as an estimate.
  • State units and sign conventions explicitly in every table.
  • Tell the user when a validated mass properties model or an approved weight and balance report is needed.

Example Baseline weight 12,400 kg, CG 5.82 m aft of datum; adding 180 kg avionics rack at 3.10 m, checking forward CG limit at max fuel.