Carnot engine (intuitive explanation)
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In 1824 the French military engineer Sadi Carnot laid the foundations of the science of thermodynamics by describing the unsurpassably efficient Carnot engine. His insight has been described as "real genius" and compared to Einstein's, Newton's and Galileo's. Carnot wrote in clear and popular language and meant his theory to be easy to understand. Yet it has been found that, as taught in many academic courses, students have difficulty intuiting his ideas. This article is an introduction for non-specialists.
The efficiency of the ideal, or Carnot, engine is surprisingly low. That of real heat engines is worse.
Importance


Carnot's innovation has been described as "real genius"[1] and "one of the greatest intellectual achievements of the human mind".[2] For Nobel laureate Richard Feynmann
The science of thermodynamics began with an analysis, by the great engineer Sadi Carnot, of the problem of how to build the best and most efficient engine.[3]
In particular it led to the discovery of the Second Law, of which it has been claimed that "Not knowing the Second Law of Thermodynamics is equivalent to never having read a work by Shakespeare”.[4][5]
Clarity
Sadi Carnot died young and published only one work: Reflections on the Motive Power of Fire (1824).[6] A short book addressed to practical engineers[7] in popular language,[8] it has been described as "remarkably accessible to modern readers";[9] "very clearly written ... [the] mathematical arguments are consigned to footnotes".[10] It is known that Carnot was anxious to be understood by non-specialists.[11] Yet, in many university courses the Carnot cycle it is introduced in such an abstract way[12][13] that students have trouble intuiting his ideas, and their implications.[14][15]
Not all approve of his popular exposition. In The Tragicomical History of Thermodynamics 1822-1854 Clifford Truesdell strongly criticised Carnot for his lack of mathematical rigour, which (he said) has affected the discipline ever since.[16]
Flaw in theory, and rescue
Carnot's theory as published contains a serious[17] flaw, which he increasingly came to suspect himself.[18] Like many scientists of his time he had assumed heat was an actual substance (they called it caloric).[19] This is an intuitive way to think about heat and it has been shown that children think similarly.[20]
After Carnot's death new data led to a fundamental shift in scientific thinking. Heat is now usually[21] described as a form of energy, which can be converted into mechanical work, and vice versa. Carnot's theory was eventually rescued by Rudolf Clausius and (independently) William Thomson (Lord Kelvin), who made the necessary corrections.[22][23] Today most students are taught not Carnot's theory but the rescued version. If Carnot's version is taught first it is easier to understand.[24] This detail will be explained later.
Context and motivation
Carnot's motivation was practical. "The purpose of Reflexions was to bring to public notice the potential of the steam engine for improving the standard of living in France".[25]

The first useful steam engines were developed in Britain[26] and were typically employed for pumping water out of coal mines.[27] Since an engine could burn the mine's own coal (including waste coal, which had no commercial value)[28][29] fuel economy was of little concern.[30][31] The incentive to have efficient engines arose in parts of the country where fuel was costly, such as Cornwall.[32]
The mines of Cornwall produced useful metals like tin; but not coal. The fuel to power their pumping engines had to be imported by sea[33] and was expensive; users were keenly aware[34] that "heat cost money".[32] They sought the engine that did the best "duty'", measured in millions of pounds of water lifted one foot high per bushel of coal burnt. A practical business measure, it was a crude indication of the thermodynamic efficiency of an engine.[35]
Cornish engineers were famous for the efficiency of their engines and their achievements were studied avidly, not least in France, where coal was expensive too.[36][37] Sadi Carnot's book mentioned three of them by name, Richard Trevithick, Arthur Woolf and Jonathan Hornblower.[38] Such men developed the Cornish engine in which high pressure steam was cut off early when the piston was at the beginning of its stroke, letting the steam's expansion complete the stroke by itself.[39] Today it might be called adiabatic expansion.[40]
Their ideas were enthusiastically taken up in France,[41] where additionally, scientists and engineers were interested in the theory of steam and other engines.[42][43]
Carnot's aim: a general theory of engines

"Every one knows that heat can produce motion", began Carnot. Typically it was done by steam engines. Important to the Industrial Revolution, they had been vastly improved by practical British engineers, said Carnot,[44] but without really understanding the theory of what they were doing.[45]
Because of the remarkable[37] improvements that had already been made in fuel efficiency - a ten-fold increase since 1775 - it was asked whether it would go on for ever.[46] Or would engineers run up against a fundamental limit, impossible to exceed?[47] Matters such as these had attracted some of the ablest mathematicians and physicists in France.[48]
Engineers also wondered if there could be a better working substance than steam. In principle, anything that exerted a force when heated and cooled might work, even a solid metallic bar.[49][50] Many substances were tried or considered, for example the Stirling engine used air. Others included alcohol, ammonia, even mercury; there were hundreds of such exotic proposals, some dangerous:[51] there were ships and factories powered by engines that worked by boiling ether, a highly flammable liquid.[52]
To answer questions such as these, said Carnot, one needed to think generally, to go beyond the details of this or that engine.
It is necessary to establish principles applicable not only to steam-engines but to all imaginable heat-engines.[53]
For historian of science John D. Norton "it is important to realize just how audacious it was of Sadi to seek such a simple general theory, let alone to find it", for the practical engines of his day were already very complicated devices.[54]
Preliminary outline
Carnot grasped that:
- all heat engines work by conveying heat from a hotter to a cooler place
- a heat engine may work in reverse, when it becomes a heat pump
- the ideally efficient engine would be 100% reversible and it is impossible to have an engine more efficient than that
- its working substance (steam, air or other fluid) is not critical; on the contrary, the ideal reversible engine's efficiency is limited by its input and output temperatures, and nothing else.
He also found the cycle by which the 100% reversible engine could work. It serves as the ideal or benchmark against which all feasible heat engines can be compared.
His reasoning
Carnot's reasoning is outstandingly beautiful, because it deduces so much from so little — and with such a sweeping generality that rises above all tedious details — but at the same time with such a compelling logical force. In this respect, I think that Carnot's principle ranks with Einstein's principle of relativity.[55]
For historian of science D. S. L. Cardwell, "Nothing unnecessary is included and nothing essential is missed out. It is, in fact, very difficult to think of a more efficient piece of abstraction in the history of science since Galileo taught men the basis of the procedure".[56]

1. Heat, without a cold place, cannot generate motion
Carnot showed, first, that heat[57] by itself cannot produce motion: it must also have a cooler place to go to. The common steam engine had a hot place (the furnace) and a cool place (the condenser); but he proved the same principle must be true for all heat engines that can possibly be devised.
He did it by imagining an engine with no cool place at all i.e. engine and surroundings are uniformly hot. Such an engine can deliver no power e.g. the piston[58] will not retract.[59] (As Feynman put it, "If the whole world were at the same temperature, one could not convert any of its heat energy into work".)[60] "It is necessary that there should also be cold; without it, the heat would be useless", said Carnot.[61] (Power station cooling towers were developed to provide such cool places, as were automobile radiators; such recipients for waste heat are called cold sinks, or more directly, heat sinks.)
Carnot supplied an analogy: a waterfall. He wrote
The motive power of a waterfall depends on its height and on the quantity of the liquid; the motive power of heat depends also on the quantity of caloric used, and on what ,,, we will call, the height of its fall, that is to say, the difference of temperature of the bodies between which the exchange of caloric is made.[62]
That heat engines cannot produce motion except by exploiting the difference in temperature between two places was not so obvious.[63]
The insight was afterwards used to formulate the Second Law of Thermodynamics:-
It is impossible to construct an engine that, operating in a cycle, will produce no effect other than the extraction of heat from a reservoir and the performance of an equivalent amount of work.
If the second law were not true, it would be possible to drive a steam-ship across the ocean by extracting heat from the ocean. — Mark Zemansky.[65]
A ship's engine cannot extract heat from the ocean only for lack of a suitable cold sink. A small engine for polar regions has been proposed that exploits the temperature difference between the sea (just above freezing) and the much colder winter atmosphere (—25°C).[66]
2. A heat engine can be run in reverse and will behave as a refrigerator
Running an engine backwards
Next, Carnot reasoned that, like a water-mill, the heat engine could be run backwards. Instead of exploiting the "fall" to get useful mechanical effort, we could do the reverse: expend the mechanical effort to drive the caloric "upwards".
Specifically, by forcing the engine backwards, we can make heat go from the cool place to the hot place, contrary to what naturally happens. The cool place will be made even cooler (as in a refrigerator) and the hot place will be made even hotter.[a] Carnot had invented the heat pump.[67]
(This insight - that it is possible to convey heat from a cool to a warm place, but only by the expenditure of mechanical effort, lies at the heart of another way of stating the Second Law of Thermodynamics.[68])
Reversibility as an index of efficiency
Carnot then went on to develop the crucial idea that, the more efficient the engine, the greater the proportion of heat that can be recovered if run backwards.
Historian of science D. S. L. Cardwell believed that Carnot was inspired by the column-of-water engine, an early form of hydropower. Popular in districts where coal was scarce, it was similar to a steam engine, but driven by the pressure of a head of water instead of steam. Like the steam engine, engineers strove to make it more efficient; and they expressed its efficiency in terms of the proportion of water that could be restored if run backwards, when it behaved as a pump.[69][70]
3. The ideally efficient heat engine would be completely reversible
Carnot went on to prove that if a heat engine could be made completely reversible, its efficiency would be unsurpassable. It is, therefore, the fundamental limit beyond which engine efficiency cannot possibly go, answering his earlier question. Today this engine is called the Carnot engine in his honour. When it is run in reverse, it consumes as much motive power as it generates when it is run forward.[71]

The Carnot engine is not one anyone would attempt to build. Its point is that it represents the ideal or extreme limit which cannot be surpassed even in theory. It is a benchmark against which all real engines can be compared.[72] For example, solar cells are heat engines, and "Carnot efficiency appears profusely in the numerous formulae that have been suggested for solar energy conversion".[73]
For Carnot, a completely[b] reversible engine has this property. Run forwards as a motor, one cycle can lift a weight a certain distance [generate a certain amount of work] while transferring a certain amount of heat from the hot place to the cool place. Run backwards as a refrigerator, one cycle will exactly restore the original conditions. All real engines fall short of this ideal standard, since along the way they lose a fraction of the heat.
The proof is as follows. Suppose there was such a thing as a 'super' engine: one even more efficient than a Carnot engine. Then we could use it to drive a Carnot engine backwards. The Carnot engine would restore the heat from cold to hot place. In effect, the imaginary super engine would be delivering a margin of useful power while using the Carnot engine to feed itself an inexhaustible supply of fuel. Wrote one commentator: "Once started, this would run forever, delivering an infinite amount of useful work without any further expenditure of fuel". We would have perpetual motion to "drive our ships, locomotives and factories".[74][75]
Since this is absurd and inadmissible, we must conclude that the supposed super engine cannot exist.[76] Hence
No heat engine can be more efficient than a completely reversible one operating between the same temperatures.[77]
Physicist Sir Joseph Larmor thought this argument "is perhaps the most original in physical science".[10][78]
4. It does not depend on finding a superlative working substance

It follows at once that all engines, if reversible, must have the same efficiency if operating between those temperatures, regardless of their working substances.[77] It cannot depend on the working substance, for in the above proof none was specified: it might have been steam, air, or anything else.[79]
(That all reversible engines working between the same heat source and cool place have the same efficiency is yet another way of stating the Second Law of Thermodynamics,[80] and many authors have credited the law to Sadi Carnot himself.[81][82][83])
Therefore, advised Carnot, there was little to be gained by experimenting with exotic substances, for none was intrinsically more efficient. As a practical matter the only promising substitute for steam was air,[84] because "Air could be heated directly by combustion carried on within its own mass"[85] — in other words, the internal combustion engine.
Rather, the guiding principle in practical engine design should be that the temperature of the working fluid should fall from as high as possible to as low as possible, acting expansively.[86]
5. The Carnot cycle
To make his proof more rigorous[87] he went on to describe an engine actually working between a hot reservoir and cold sink in a completely reversible cycle. For this to happen each step in the cycle had itself to be reversible i.e. it must not waste any fraction of the heat.
Means
"Now, very little reflection would show that all change of temperature which is not due to a change of volume of the bodies can be only a useless [escape of heat]. The necessary condition of the maximum is, then, that in the bodies employed to realize the motive power of heat there should not occur any change of temperature which may not be due to a change of volume. Reciprocally, every time that this condition is fulfilled the maximum will be attained. This principle should never be lost sight of in the construction of heat-engines; it is its fundamental basis".
"Every change of temperature which is not due to a change of volume ... is necessarily due to the direct passage of the caloric from a more or less heated body to a colder body. This passage occurs mainly by the contact of bodies of different temperatures; hence such contact should be avoided as much as possible".
Carnot, Reflections, 56-7.[88]

The fundamental rule for not wasting heat, deduced Carnot (see quote box), is never to allow direct thermal contact between parts which are at appreciably different temperatures.[89][90][91] Were that to permitted, heat would escape from hotter to cooler: without doing any work.[92]
Very few thermodynamic processes can be carried out without breaking that rule. For instance, if we wanted to expand a body of gas in a cylinder to drive a piston, we would normally just heat it up: but this would require thermal contact with something hotter.
However, there are two extreme cases in which it is just possible in principle:
- Completely insulate the body of gas and allow it to expand spontaneously from its own internal energy; this will lower its temperature. The jargon for this is adiabatic expansion. (The idea was used in the Cornish engine, above.)
- Apply heat to the body of gas so slowly[93] that it has time to expand without raising its temperature.[c] For this to happen, the temperature gap between gas and heat source must be infinitesimal. The jargon for this is isothermal expansion.[94]
The problem is to combine them into a working, reversible cycle.
Realization
To retract the piston and exactly restore the initial conditions, the same processes are to be used in reverse viz. isothermal compression and adiabatic compression.
Hence his cycle can be analyzed into four steps. In the isothermal phases, more energy is produced in the (hot) expansion stroke than is consumed in the (cool) compression stoke. The adiabatic phases exactly cancel out.[95] So the net balance is positive.
The Carnot Cycle is illustrated in the animation; and since it is completely reversible, by Carnot's Principle its efficiency must be the best that can be achieved.
It is usual nowadays when drawing the Carnot cycle to include a pressure–volume diagram with associated mathematics. This was not done by Carnot himself and is not necessary for an intuitive understanding of his ideas.[24]
The great merit of Carnot's method is that he arranges his operations in a cycle, so as to leave the working substance in precisely the same condition as he found it. We are therefore sure that the energy remaining in the working substance is the same in amount as at the beginning of the cycle.
greatly simplifying any calculations, since we only have to compare the heat taken in, the heat given out, and the work done by the engine[96]
Maxwell also showed that a simple adjustment to the cycle can correct the flaw in Carnot's theory; see below.
A scientific revolution seems to invalidate Carnot's work
Caloric, the established theory

For most scientists of Carnot's time the best explanation of heat was the caloric theory. It held that heat is a material fluid that can flow from one place to another: its temperature may vary, but it can never itself be destroyed nor created.
The caloric theory was highly developed, mathematically sophisticated, and plausible. The alternative theory, that heat consists in the agitation of a substance's particles — in modern terms, energy — was well known, but did not command much support, mainly for lack of convincing experimental evidence.[98] For historian of science Thomas Kuhn, "To analyze the gas engine Carnot required a developed theory of heat, and in the 1820's the caloric theory was the only one at hand".[99]
Several authors have speculated that without the caloric theory and his waterfall analogy Carnot would not have been led to his discovery.[100][101][90][99][102]
Pursuant to this core idea, Carnot taught that all heat entering his engine from the hot source must fall out into the cold sink. But according to new ideas — that were dawning on Carnot himself, and came to be adopted overwhelmingly — this is false. Some of the heat will be consumed on the way: by the doing of work.[103][104][105][90][106][107]
A new outlook
From 1800 new discoveries started to emerge — e.g. the galvanic battery, heat by electricity, electrolysis, electromagnetism, induced currents, thermoelectric cooling — which increasingly suggested that a single "force", nowadays called energy, was manifesting itself in different ways. According to Thomas Kuhn, the interconnection between previously detached branches of science was going on apace "and that is what Mary Somerville had in mind when, in 1834, she gave her famous popularization of science the title On the Connexion of the Physical Sciences".[108]
For Kuhn, "Mrs. Somerville's remark isolates the 'new look' that physical science had acquired between 1800 and 1835. That new look, together with the discoveries that produced it, proved to be a major requisite for the emergence of energy conservation."[109]
Energy, not heat, is conserved
Within the space of a few years perhaps a dozen scientists, largely working independently, became convinced that heat and work are mutually interchangeable (always at same rate of exchange, which they were able to calculate). Four of them formally published their claims, supported by data: Julius von Mayer (Württemberg), James Prescott Joule (England), Ludwig A. Colding (Denmark) and Hermann von Helmholtz (Prussia).[110] Joule's experimental proof was particularly copious.[111]
There is "no more striking instance" of simultaneous discovery in the history of science, wrote Thomas Kuhn. It was not heat that was conserved, but a more general thing: energy. Heat was just one manifestation of energy.[110]
Obscurity

One of the first to come round to the dynamical theory of heat, as it was called, had been Sadi Carnot himself.[112] From surviving notes it is known he started to have doubts about the caloric theory and, according to physicist Eric Mendoza, "by the time he came to correct the proofs of his book he had realized that the very basis of all his theorems and demonstrations was wrong".[113] He did not live to solve the problem and publish that. It was a "sad fact that he died in a madhouse": in 1832.[114][115]
His book made no discernible impact on the scientific[116] or engineering[7] communities of the time. One person who did read it was his friend Émile Clapeyron who rewrote the theory in a mathematical treatment and published it in a learned journal; it was translated into English.[117]
Sadi Carnot's book fell into such obscurity that in 1845 William Thomson (the future Lord Kelvin), then a research student in Paris, was unable to find a copy.[118] "He searched libraries, bookstores, and the stalls on the quays along the Seine, but no success... Sadi Carnot on heat was unknown".[119]
Rescuing Carnot's theory
Rudolf Clausius and William Thomson
Eventually Thomson did manage to get hold of a copy: in his native Scotland.[120] He published papers about Carnot's theory that drew it to the attention of scientists generally. It contained some important truths. Using it, Thomson was able to devise the Kelvin scale of temperature,[121] and his brother James Thomson used it to make an important prediction about the freezing point of water under pressure that was verified experimentally. Hence Thomson was extremely reluctant to give up the caloric theory, even though his friend Joule was insisting it was wrong.[122]
Around 1850 Rudolf Clausius (Berlin, Prussia) and William Thomson (Glasgow, Scotland) independently realised that Carnot's theory could be saved by making a new assumption about the laws of physics. Of the two, Clausius published first; Thomson conceded his priority. Their papers can be read as external links to this article. Their reasoning becomes increasingly mathematical but the key point is paraphrased later below.
Fixing the Carnot cycle: Maxwell

The Carnot cycle as published cannot work since it is wrongly assumed that as much heat should be expelled to the cold sink as came in from the hot source. That is too much: not enough will be left in the engine to complete the cycle. A simple way to correct the mistake was described by James Clerk Maxwell in his Theory of Heat (1871).[d] This was a book meant for "artisans and students" but Maxwell "did not hesitate to include discussions of the latest work in thermodynamics".[123]
By that date French engineer Gustave-Adolphe Hirn had confirmed by experiment that, whenever an engine performs mechanical work, less heat emerges from it than goes in. The missing heat is changing into work.[124]
But it was easy to see that the quantities (heat in vs. heat out) could not have been equal, said Maxwell. For, supposing they were, how could we explain that the engine, by doing work, can produce yet more heat — e.g. by stirring a liquid to raise its temperature? In that case the engine must somehow be producing more heat than it consumes, contrary to the doctrine that caloric cannot be created.[124]
To fix the Carnot cycle, therefore, one must terminate the isothermal compression phase at just the right point, before too much heat has passed to the cold sink. It is easy to do this by calculation, said Maxwell, "but is still easier" by removing the sink as soon as the fluid pressure rises to its original cold-temperature value.[125][126][127]
Fixing the proof
A deeper problem was that Carnot's proof of his central Principle was not valid either. Granted the conservation of heat, he had reasoned (above) that there could not be such a thing as a 'super' engine more efficient than a Carnot engine, or else perpetual motion would be possible. However, as Ted Jacobson noted
While Carnot’s conclusion was correct, his argument contained a single deep flaw: heat is not by itself conserved! More heat flows out of the hot reservoir than flows into the colder reservoir, the difference being the work extracted.
This means that, since the 'super' engine is the more efficient of the two, it extracts more work and so passes less waste heat into the cold reservoir. Hence, when the Carnot engine is run backwards, "the cold reservoir is no longer restored to its initial state: more heat is drawn out than went in".
The leftover work, then, is not produced from nothing, but rather from the heat drawn out of the colder reservoir. While not as inadmissable [i.e. intentionally absurd] as Carnot’s result, this is nevertheless inadmissable. Its impossibility is Kelvin’s version of the second law of thermodynamics.
There is another way of looking at it:
Alternatively, all of the work from the more efficient engine could be used to run the less efficient engine backwards, in which case the net result would be spontaneous (but engineered) heat flow from the colder reservoir to the hotter one, in violation of Clausius’ version of the second law.[106][128]
Aftermath
The Second Law
Hence, Kelvin and Clausius saved the Carnot Principle by formally identifying and stating new laws of nature. The First Law of Thermodynamics is the conservation of energy. The Second Law can be encapsulated thus:
- Heat cannot flow spontaneously from cold to hot (Clausius).
- An engine cannot be run from a single heat reservoir (Kelvin)[129]
Those are similar formulations; were long believed to be completely equivalent; but turn out not to be quite the same.[130] A disquieting feature, which has still not been explained, is that there is no universally agreed way of stating this law, despite attempts at consensus. There have been many formulations. "And even today, the Second Law remains so obscure that it continues to attract new efforts at clarification".[131]
Engineering in spite of the Second Law

Only slowly did the new theory diffuse into engineering practice, and reputable technologists continued to conceive engines that were thermodynamically impossible. John Ericsson built a hot air ship's engine that (it was claimed) saved fuel by continually recycling waste heat.[132] Called the Caloric Engine, its cylinders were 14 foot (4.3 metres) thick.[133] According to one who believed in it:
The principle of this new engine consists in this, that the heat which is required to give motion to the engine at the commencement, is returned by a peculiar process of transfer, and thereby made to act over and over again, instead of being, as in the steam engine, thrown into a condenser, or into the atmosphere as so much waste fuel.
To which Scientific American riposted: "Let us point out its fallacious principles: it is stated that it only uses so much coal to make up the loss of radiation, therefore, if there were no loss of heat by radiation, it would use no coai at all, after the first fire; it would go on for ever — a perpetual motion surely".[134]
Entropy

Sadi Carnot's most important single idea may have been the completely reversible thermodynamic process. It led to the concept of entropy,[135] whose meaning is indicated below.
The word entropy ("transformational energy") was coined by Clausius in 1865 to refer to a variable in his mathematical reasoning.[136] It stands for something that is expressed in units of energy divided by temperature,[137] is not directly apprehended by the human senses, and is difficult to measure experimentally,[138] Generally, there exists a rather hazy understanding of entropy, even amongst those who have to use the concept professionally.[139][140] Also the word is much misused by some scientists, educators and popular writers, if not abused by charlatans.[141][142][143]
In the same paper Clausius summarised[144] the laws of thermodynamics as follows:
- The energy of the universe is constant.
- The entropy of the universe tends to a maximum.[145]
One way of understanding 2. is as follows:
Energy of all types [including heat] changes from being localized to becoming dispersed or spread out, if it is not hindered from doing so. The overall process is measured by the increase in thermodynamic entropy. — Frank L. Lambert[146]
Another way to think about entropy is as a measurement of the availability of useful energy in a system. While energy cannot be created or destroyed, as the approaches equilibrium the energy of that system becomes less available for use.[147]
The concept entropy, though important in thermodynamics, is not necessary for an intuitive understanding of Carnot's theory. There are many formulations of the Second Law that do not mention entropy at all,[148] including the original Clausius and Thomson versions.[149]
Efficiency
It is sometimes stated that Carnot gave the formula for the efficiency of his engine.[150] He could not have done, since his theory did not embrace the First Law of Thermodynamics, not then known. Carnot himself was able to state that it depended on the temperature difference between the hot source and cold sink, and the temperature of the cold sink.[151]. But he did not give the explicit formula.[77]
The efficiency even of the ideal or Carnot engine turns out to be surprisingly poor, and therefore, that of real engines is even worse. It has been said that the Second Law of Thermodynamics imposes an "energy tax", payable to Nature, every time heat is converted to work.[152]
Of the Carnot engine
The Carnot engine's efficiency depends on only two temperatures and its calculation is simple. It can be considered in terms of the fraction of heat that goes down the cold sink instead of being converted to work — the "energy tax" that must be paid to nature.
This fraction is simply the temperature of the cold sink divided by the temperature of the hot sink; they must be measured in degrees kelvin.[153] (On this scale 0 °K is absolute zero. Fahrenheit or Celsius temperatures would give erroneous results since these scales were arbitrarily defined.)
For example if the hot temperature is 373 °K (water boils) and the cold temperature is 273 °K (ice melts), then 73% of the heat must go down the cold sink, an escapable fact of nature.[154] The engine's efficiency working between those temperatures is thus only 27%.
In real time
In fact, the Carnot engine cannot deliver even that performance within a realistic timescale.
Of the four phases of the Carnot cycle, the two isothermals must be performed extremely slowly. (If not, there would be an appreciable temperature gradient, implying heat loss and irreversibility, see above.) But this means that the engine takes infinite time to perform a cycle, or put crudely, it never does.[155]
If the engine is to operate in real time, it becomes necessary to sacrifice some of its reversibility. It then develops real power, but it is no longer a true Carnot engine, and its efficiency is less.
It has been calculated that the fraction of waste heat down the cold sink then is, not the ratio of the two temperatures (as above), but the square root of that number.[156]
This result was derived by Curzon and Ahlborn — though they were not the first to do so — who claimed that it more closely predicts the performance of real thermal generators.[157]
For example, if working between given temperatures a Carnot engine loses 1/4 of its heat down the cool sink, it will lose 1/2 in real time operation.
All practical heat engines are worse

The Carnot engine is supposed to be frictionless and have perfect insulation or conduction where required. Real engines can never match these criteria and their efficiency is poorer. Further, the hot temperature cannot be made extremely high, for practical materials reasons, and the cold temperature can rarely be made very low.
Materials limitations
For example, in the first commercial nuclear power stations the fuel rods could not operate above 450 °C for fear of melting the Magnox cladding.[158] The thermal efficiency was 23%.[159] Later alloys allowed the temperature to be raised to 640 °C, which could deliver a thermal efficiency of 41%.[158]
The steam locomotive
A good cold sink is needed for efficiency. In the traditional steam railway locomotive such was lacking, since it had no condenser, and simply vented waste steam into the atmosphere. It turned only 4% of its heat into mechanical work. The rest went "straight to heat up the countryside".[160]
Cars and trucks
Car engines can have efficiencies of 20% or less, compared to their Carnot Limit of 37%.[161] The highest efficiency for a commercial vehicle diesel engine (2021) was claimed to be 50%.[162]
Power stations
According to Mitsubishi Heavy Industries, in 2022 the world's highest thermal efficiency was achieved at the Joetsu Thermal Power Station No 1, Japan, being certified by Guinness World Records. It was 63.62%.[163]
Solar cells
Solar cells are heat engines, and they start off with the advantage that the hot reservoir — the Sun — is at 6,000 °K. Assuming a good cold sink this would give a Carnot efficiency of 95%. However a solar cell is not a Carnot engine. A 2016 review found that after allowing for various losses they achieved 7-8% efficiency, though it was hoped to raise this.[164]

Public recognition
Carnot has been compared to thinkers of the calibre of Euclid, Isaac Newton and Francis Bacon ("Only now and then, in the centuries, does such a genius come into view").[1]
But he is little known to the general public,[165] even in his native country. In France the better known Carnots are his father, his nephew and his younger brother.[166]