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Tutorial:Applied power math: Difference between revisions

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[[File:power-details.png|800px]]
[[File:power-details.png|800px]]


Here we see one radar using 300kW (the 299kW is a rounding error). Factorio uses real science here. A Watt (W) is a measure of energy transfer. A kilowatt (kW) is 1000 W, a megawatt (MW) is 1000 kW, and if you're lucky enough to ever make a factory big enough, a gigawatt (GW) is 1000 MW.
Here we see one radar using 300 kW of electrical power <math>P</math>. Factorio uses real science here. The unit of power, or energy transfer, is measured in Watt (W). A kilowatt (kW) is 1000 W, a megawatt (MW) is 1000 kW, and if you're lucky enough to ever make a factory big enough, a gigawatt (GW) is 1000 MW.


So that answers the question of how much power our factory uses. To keep our factory running at full speed we need to maintain 300 kW. For ease of comparison, we'll convert that to 0.3 MW.
So that answers the question of how much power our factory uses. To keep our factory running at full speed we need to maintain 300 kW. For ease of comparison, we'll convert that to 0.3 MW.


Next question! How much power is stored in coal? That's also easy, because it tells us when we hover over it: 8 MJ.
Next question! How much energy <math>E</math> is released when burning one piece of coal? That's also easy, because it tells us when we hover over it: 4 MJ.


[[File:coal-joules.png|300px]]
[[File:coal-joules.png|300px]]


A Joule is another standard measure of stored energy. As with Watts a kilojoule (kJ) is 1000 J, and so on. There is a fixed relationship between Joules and Watts. '''1 Joule can provide 1 Watt of power for 1 second.''' As a formula:
A Joule is the standard measure of energy <math>E</math>. As with Watts a kilojoule (kJ) is 1000 J, and so on. There is a fixed relationship between Joules and Watts. '''1 Joule of energy can provide 1 Watt of power for 1 second of time.''' So one Joule is equal to one Wattsecond.
As a formula:


    J = W × s
<math>
\begin{align}
E &= P \cdot t\\
\left[ \text{J} \right] &= \left[ \text{W} \right] \cdot \left[ \text{s} \right]
\end{align}
</math>


So to run our factory at 0.3 MW, we need to consume 0.3 MJ every second.
So to run our factory at 0.3 MW, we need to consume 0.3 MJ every second.
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== Quiz ==
== Quiz ==


Assuming perfect efficiency, how long could one piece of coal (8 MJ) run
How long could one piece of coal <math>E = 4 \, \text{MJ}</math> run
our single radar (0.3 MW)?
our single radar <math>P = 0.3 \, \text{MW}</math>?


<div class="toccolours mw-collapsible mw-collapsed">
<div class="toccolours mw-collapsible mw-collapsed">
'''Expand to reveal answer'''
'''Expand to reveal answer'''
<div class="mw-collapsible-content">
<div class="mw-collapsible-content">
    8 MJ = 0.3 MW × s
<math>
      s = 8 MJ ÷ 0.3 MW
\begin{align}
      s = 26.67
J &= P \cdot t \\
t &= \frac{J}{P} \\
  &= \frac{4 \, \text{MJ}}{0.3 \, \text{MW}}
  = \frac{4\,000\,000 \, \text{J}}{300\,000 \, \text{W}}
  = 13.333 \text{s}
\end{align}
</math>


Nearly 27 seconds.
A bit more than 13 seconds.
</div>
</div>
</div>
</div>


Assuming perfect efficiency, what is the maximum size factory (in watts)
What is the maximum size factory (in watts)
a single piece of coal could run for 5 seconds?
a single piece of coal <math>E = 4 \text{MJ} </math> could run for <math>t = 5 \text{s}</math>?


<div class="toccolours mw-collapsible mw-collapsed">
<div class="toccolours mw-collapsible mw-collapsed">
'''Expand to reveal answer'''
'''Expand to reveal answer'''
<div class="mw-collapsible-content">
<div class="mw-collapsible-content">
    8 MJ = MW × 5
<math>
      MW = 8 MJ ÷ 5
\begin{align}
      MW = 1.6
J &= P \cdot t \\
P &= \frac{J}{t} \\
  &= \frac{4 \, \text{MJ}}{5 \, \text{s}}
  = \frac{4\,000\,000 \, \text{J}}{5 \, \text{s}}
  = 800\,000 \, \text{W}
  = 0.8 \, \text{MW}\\
\end{align}
</math>


1.6 megawatts.
 
0.8 megawatts.
</div>
</div>
</div>
</div>


'''BONUS!''' A ton of real world coal [http://hypertextbook.com/facts/2006/LunChen.shtml contains about 21 GJ]. How much does a
'''BONUS!''' A metric ton of real world coal <math>m = 1 \, \text{ton}</math> can [http://hypertextbook.com/facts/2006/LunChen.shtml produce about 7.2 GJ in an electrical power plant]. How much does a piece of Factorio coal weigh?
piece of Factorio coal weigh?


<div class="toccolours mw-collapsible mw-collapsed">
<div class="toccolours mw-collapsible mw-collapsed">
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The energy ratios will match the weight ratios, so:
The energy ratios will match the weight ratios, so:


    8 MJ / 21000 MJ = weight ÷ 1000 kG
<math>
            weight = (8 MJ ÷ 21000 MJ) × 1000 kG
\begin{align}
            weight = 0.38 kG
\frac{m_\text{Factorio}}{m_\text{real}} = \frac{E_\text{Factorio}}{E_\text{real}} \quad \Leftrightarrow \quad
m_\text{Factorio} &= \frac{E_\text{Factorio} \cdot m_\text{real}}{E_\text{real}} \\
1 \, \text{unit} &= \frac{4 \, \text{MJ}\cdot 1 \, \text{ton}}{7.2 \, \text{GJ}}\\
                  &= \frac{4\,000\,000 \, \text{J}\cdot 1\,000 \,\text{kg}}{7\,200\,000\,000 \, \text{J}}\\
                  &= 0.555\,555 \, \text{kg}\\
                  &= 555.555 \, \text{g}\\
\end{align}
</math>


About 400g! Still doesn't explain how our character can carry so much of it...
About 555g! Still doesn't explain how our character can carry so much of it...
</div>
</div>
</div>
</div>


== Efficiency ==
Now we have everything we need to answer our initial question: '''how much coal do we need to power our factory?''' Well, the question actually needs to be a bit more precise: how much coal do we need ''per second'' to power our factory?


Let's test it! We should be able to run a radar for 27 seconds, right? Using a setup with a single boiler, steam engine, and radar, we can drop a single piece of coal in the boiler and see how long the radar runs.
<div class="toccolours mw-collapsible mw-collapsed">
 
'''Aside: why did the radar run for 20s and not 13.5s (50% of 27s)?'''
[[File:radar-example.png|800px]]
<div class="mw-collapsible-content">
 
Because it doesn't turn on and off instantly<!--. As you can see in the graph -->, the radar's demand of electrical power ramps up before reaching its operating power demand, therefore its electrical power usage is a function of time <math>p_\text{el}(t)</math>. When speaking of a machine using power over time, the common equation symbol is <math>W</math> for '''performed work''', which must be equal to the amount of '''energy supplied''' <math>E_{supply}</math>. To easier visualize the amount of energy or work, in the real world, instead of Joule, the unit in use is the kilowatt-hour (kWh).
We barely got 20s! What's wrong? We are generating less power than expected.
Let's measure using an accumulator.


[[File:Accumulator-example.png|800px]]
<math>E_{supply} = W = \int p_\text{el}(t) \mathop{}\!\mathrm{d} t</math>


We started with 8 MJ in the coal, but only 4 MJ ended up in the accumulator.
However, as the accuracy of integration is not required, to conservatively approximate the required power supply the equation can be simplified by treating the average power <math>\bar{P}_\text{el}</math> as the radars peak operating power <math>\hat{P}_\text{el}</math> within a duration <math>T</math> as a constant.
This is because, like in the real world, some energy is lost along the way as
waste. In this case, only 50% is making it into our accumulator. In Factorio,
this loss happens in the boiler, and it actually tells us this in the item details! You can think of the waste 50% as going into the pollution it generates...


[[File:boiler-details.png]]
<math>
\begin{align}
E_{supply} &= \int_{t_0}^{t_0 + T} \hat{P}_\text{el}(t) \mathop{}\!\mathrm{d}t
          &= \hat{P}_\text{el} \cdot T
\end{align}
</math>


Now we have everything we need to answer our initial question: '''how much coal do we need to power our factory?''' Well, the question actually needs to be a bit
For completeness sake it should be mentioned that the boilers turn 4 MJ of '''chemical energy''' <math>E_\text{chem}</math> stored in coal, to 4 MJ of '''thermal energy''' <math>E_\text{therm}</math> stored in the steam, which steam turbines only consume as the grid demands '''electrical energy''' <math>E_\text{el}</math>, where the grid then transfers '''electrical power per second'''.
more precise: how much coal do we need ''per second'' to power our factory?


<div class="toccolours mw-collapsible mw-collapsed">
'''Aside: why did the radar run for 20s and not 13.5s (50% of 27s)?'''
<div class="mw-collapsible-content">
Because it doesn't turn on and off instantly. As you can see in the graph, it ramps up then ramps down. Technically, if you measured the area under the curve it would give you the expected 4 MJ.
</div>
</div>
</div>
</div>
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'''Expand to reveal answer'''
'''Expand to reveal answer'''
<div class="mw-collapsible-content">
<div class="mw-collapsible-content">
Since <code>J = W × s</code>, a 20 MW factory will consume 20 MJ/s. We'll need 40 MJ/s input due to the 50% boiler efficiency loss. Since coal contains 8 MJ, we'll need '''5 coal per second''' (<code>5 × 8 MJ = 40 MJ</code>).
Since <math>E = P \cdot t</code>, a 20 MW factory will consume 20 MJ/s. Since coal contains 4 MJ, we'll need '''5 coal per second'''.
 
<math>
5 \cdot 4\, \text{MJ} = 20 \, \text{MW}
</math>
 
</div>
</div>
</div>
</div>
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'''Expand to reveal answer'''
'''Expand to reveal answer'''
<div class="mw-collapsible-content">
<div class="mw-collapsible-content">
Per the linked page, an electric mining drill produces ~0.5/s, so we'll need '''10 electric mining drills''' (<code>10 × 0.5 = 5</code>).
Per the linked page, an electric mining drill mine 0.5 coal per second, so we'll need '''10 electric mining drills'''.
 
<math>\frac{5 \, \text{units}}{\text{s}}{0.5\, \frac{\text{units}}{\text{s}}} = 5</math>.
 
</div>
</div>
</div>
</div>


'''SECOND BONUS!''' The average American household uses [https://www.eia.gov/tools/faqs/faq.php?id=97&t=3 3.2 GJ in a month] (typically expressed as ''888 kilowatt hours''). How much Factorio coal would be needed to power one of these homes for that period, and how many homes could a steam engine support ([[Steam_engine|900 kW]]), assuming the power is used at a constant rate? (Assume 30 days in a month.)
'''SECOND BONUS!''' The average American household uses [https://www.eia.gov/tools/faqs/faq.php?id=97&t=3 3.2 GJ in a month] (typically expressed as ''888 kilowatt-hours''). How much Factorio coal would be needed to power one of these homes for that period, and how many homes could a steam engine support ([[Steam_engine|900 kW]]), assuming the power is used at a constant rate? (Assume 30 days in a month.)


<div class="toccolours mw-collapsible mw-collapsed">
<div class="toccolours mw-collapsible mw-collapsed">
'''Expand to reveal answer'''
'''Expand to reveal answer'''
<div class="mw-collapsible-content">
<div class="mw-collapsible-content">
<math>
\begin{align}
3.2 \, \mathrm{GJ} &= 3\,200 \, \mathrm{MJ}\\
\frac{3\,200 \, \mathrm{MJ}}{4 \, \mathrm{MJ}} &= 800\\
\\
3\,200 \, \mathrm{MJ} &\cdot \frac{1 \, \mathrm{m}}{30 \, \mathrm{d}} \cdot \frac{1 \, \mathrm{d}}{24 \, \mathrm{h}}  \cdot \frac{1 \, \mathrm{h}}{60 \, \mathrm{min}}  \cdot \frac{1 \, \mathrm{min}}{60 \, \mathrm{s}} = 1\,234.567\,9 \, \mathrm{W}\\
\frac{900 \, \mathrm{kW}}{1\,234.567\,9 \, \mathrm{W}} &= 729
\end{align}
</math>


    3.2 GJ = 3,200 MJ
800 pieces of coal per household and a single steam engine could power 729 households exactly.
    3200 MJ / (8 MJ * 50%) = 800
 
    3200 MJ / 30 days / 24 hours / 60 minutes / 60 seconds = 1,235 W
    900,000 / 1235 = 728
 
800 pieces of coal per household, and a single steam engine could power 728 households by approximate.
</div>
</div>
</div>
</div>

Latest revision as of 08:53, 11 November 2024

In this tutorial we'll be answering the question: how much coal is needed to power a factory?

First off, we need to know: how much power does our factory use? That's easy - you can check the electricity tab by clicking on a power pole.

Power-details.png

Here we see one radar using 300 kW of electrical power . Factorio uses real science here. The unit of power, or energy transfer, is measured in Watt (W). A kilowatt (kW) is 1000 W, a megawatt (MW) is 1000 kW, and if you're lucky enough to ever make a factory big enough, a gigawatt (GW) is 1000 MW.

So that answers the question of how much power our factory uses. To keep our factory running at full speed we need to maintain 300 kW. For ease of comparison, we'll convert that to 0.3 MW.

Next question! How much energy is released when burning one piece of coal? That's also easy, because it tells us when we hover over it: 4 MJ.

Coal-joules.png

A Joule is the standard measure of energy . As with Watts a kilojoule (kJ) is 1000 J, and so on. There is a fixed relationship between Joules and Watts. 1 Joule of energy can provide 1 Watt of power for 1 second of time. So one Joule is equal to one Wattsecond. As a formula:

So to run our factory at 0.3 MW, we need to consume 0.3 MJ every second.

Quiz

How long could one piece of coal run our single radar ?

Expand to reveal answer

A bit more than 13 seconds.

What is the maximum size factory (in watts) a single piece of coal could run for ?

Expand to reveal answer


0.8 megawatts.

BONUS! A metric ton of real world coal can produce about 7.2 GJ in an electrical power plant. How much does a piece of Factorio coal weigh?

Expand to reveal answer

The energy ratios will match the weight ratios, so:

About 555g! Still doesn't explain how our character can carry so much of it...

Now we have everything we need to answer our initial question: how much coal do we need to power our factory? Well, the question actually needs to be a bit more precise: how much coal do we need per second to power our factory?

Aside: why did the radar run for 20s and not 13.5s (50% of 27s)?

Because it doesn't turn on and off instantly, the radar's demand of electrical power ramps up before reaching its operating power demand, therefore its electrical power usage is a function of time . When speaking of a machine using power over time, the common equation symbol is for performed work, which must be equal to the amount of energy supplied . To easier visualize the amount of energy or work, in the real world, instead of Joule, the unit in use is the kilowatt-hour (kWh).

However, as the accuracy of integration is not required, to conservatively approximate the required power supply the equation can be simplified by treating the average power as the radars peak operating power within a duration as a constant.

For completeness sake it should be mentioned that the boilers turn 4 MJ of chemical energy stored in coal, to 4 MJ of thermal energy stored in the steam, which steam turbines only consume as the grid demands electrical energy , where the grid then transfers electrical power per second.

Quiz

How much coal per second is needed to power a 20 MW factory?

Expand to reveal answer

Since

BONUS! How many mining drills are needed to produce that much coal?

Expand to reveal answer

Per the linked page, an electric mining drill mine 0.5 coal per second, so we'll need 10 electric mining drills.

.

SECOND BONUS! The average American household uses 3.2 GJ in a month (typically expressed as 888 kilowatt-hours). How much Factorio coal would be needed to power one of these homes for that period, and how many homes could a steam engine support (900 kW), assuming the power is used at a constant rate? (Assume 30 days in a month.)

Expand to reveal answer

800 pieces of coal per household and a single steam engine could power 729 households exactly.