Uche Ajuonuma Senior Mechanical Engineer

Sheet D-00 · Field notes

Field Notes

Things I have had to work out, written down while they were still fresh. Codes, thermal design, manufacturability, and the parts of the job that never make it into a textbook.

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The ΔT you assume is the plant you buy

Airflow is inversely proportional to delta-T, so the number you assume across a data hall decides how much cooling plant you buy. Most take it on faith.

data centrethermalcoolingdesign basis
5 MIN

Colebrook, and why I stopped using the explicit fits

Swamee-Jain is a good approximation and it is free. Iterating the real Colebrook equation is also free, converges fast, and removes an error term.

fluid dynamicspipe flownumerical methods
3 MIN

Rule #1 is already doing the work

Most drawings I review are covered in flatness and straightness callouts that the size limits already enforced. Here is what Rule #1 actually controls.

gd&tdrawingstolerancingmanufacturability
4 MIN

Sixty per cent out of the build time, and nothing given back

A redesign that took 60% of the manufacturing time out of a heat exchanger line, with none of the saving bought by accepting a worse machine.

manufacturabilityheat transferpressure equipmentdesign reviews
4 MIN

Thermal stress does not care how long your pipe is

Length appears in the expansion equation and vanishes from the restrained stress equation. That cancellation is why shortening a hot run does not help.

thermalstresspipingfirst principles
4 MIN

A workshop that needed no eyes

My father lost his sight at seventy-five and kept working, because his workshop had been ordered for so long it no longer needed eyes to operate.

first principlessafetymethodomenka
4 MIN

Everything, by year

Why I write these

A note is a design review with myself.

If I cannot write down why a decision was right, I do not understand it yet — I have just got used to it. Writing is where that shows up, which is uncomfortable and useful in roughly equal measure.

If something here is wrong

Tell me. I would rather be corrected in public than be confidently wrong in a design review. Corrections get made, dated and credited.

Send a correction

Drawn by U. AJUONUMA
Sheet D-00
Title FIELD NOTES — INDEX
Rev A
Issued 2026-08-25
Status OPEN FOR WORK