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Edit fixed the math.
So if I did it correctly, 40 steam engines requires 9 coal/sec?
Boilers burn through fuel at 1.8MW.
One lump of coal is 4MJ.
Dividing 4MJ by 1.8MJ/s gives 2.222 or 20/9 seconds.
Since each boiler consumes one coal every 20/9 seconds, each boiler needs 9/20 coal lumps every second.
Yellow belts can feed 15 coal/s to whatever so dividing 15/(9/20) gives (15*20)/9 or 300/9 boilers.
This reduces to 33 and 1/3 boilers for a single yellow belt filled with coal.
Red belts would double this for almost 67 boilers.
Blue belts would triple it to 100 boilers even.
To get a specific belt speed...
Do the amount of machines (40) times items needed per second (9/20).
This gives 360/20 or a belt speed of 18 items/s.
A full yellow belt will move 15 items per second, which means up to 60 MJ worth of coal per second. That's 5/6ths of your boilers' max consumption. You don't want your boilers constantly running at max consumption, because that basically guarantees you'll have brownouts and risk cascading power failure without proper preparations. Personally, if I needed more coal than the yellow belt can transport, then I'd also want to add more boilers/other power production. Though, f you want to play it safe, upgrading to a red belt for the 40 boilers isn't a bad idea.
Remember that, in the event of short power spikes, the steam engines and boilers can still peak at 1.8 or 72 MW total and slowly drain their steam reserves to make up for the inadequate coal supply. At peak, supplied by the full yellow belt, that's a steam deficit of 10/s, so you'd have at least a full minute before power production drops due to insufficient steam reaching the engines. As long as the spike lasts less than a minute (or less than 2 minutes at 66 MW) and drops down enough to let the reserves fill back up between spikes, having the red belt won't make a tangible difference.
Some other stuff worth pointing out:
--Red belts transport items 2x as fast, (or 2x the quantity over the same time period) while blue belts are 3x faster than yellow belts.
--Solid fuel stores 3x the energy that coal does, so a yellow belt could move up to 180 MJ of it at a time, enough to completely fuel exactly 100 boilers.
--Remember that each offshore pump can only provide enough water for 20 boilers/40 steam engines.
***After writing this entire post, I realize that you wrote 40 steam engines in the OP, not 40 boilers. Rather than re-writing it, I'll leave it as-is, because it's still useful, especially if/when you double your power production. To directly answer your question, this means that one mostly full yellow belt can supply the 9 coal per second that 20 boilers/40 steam engines need.
I throw numbers in and it tells me how much I need.
One side calculates how many machines are needed and the other calculates belt speed.
https://factoriolab.github.io/list?p=steam*40*3&v=4
you can then figure out the amount of steam engines needed by knowing the ratio of boilers needed to power x steam engines, which if i recall right is 1:2, or use the same logic to find out how many boilers you need, then input that in the tool.
Also if there are mods involved that tool will just give you the wrong answer. But if you learn how to calculate it yourself it takes all of 5 seconds to calculate the correct answer.