Introduction

In the first half of the 19th century, scientists and engineers were beginning to formulate modern laws of thermodynamics. A turning point in this activity was establishing that mechanical energy (foot-pounds or Newton-meters) was equivalent to heat (British thermal units or calories). The caloric theory held that heat was an immaterial (massless) substance. James Prescott Joule, and others, dispelled this theory by proving that heat is just one of many forms of energy. Hence, heat, as measured by a temperature rise of a fixed mass of water, must have a fixed relationship to mechanical energy, as measured by a force applied over a distance. This relationship is called the mechanical equivalent of heat and usually designated by the symbol J. Joule spent approximately ten years trying to establish the numerical value for the mechanical equivalent of heat by performing thousands of experiments.

Theory

Below is an excerpt from James P. Joule, “On the Mechanical Equivalent of Heat,” Philosophical Transactions of the Royal Society, 140:61-82 (1850).

For a long time it had been a favorite hypothesis that heat consists of “a force or power belonging to bodies,” but it was reserved for Count Rumford to make the first experiments decidedly in favor of that view. That justly celebrated natural philosopher demonstrated by his ingenious experiments that the very great quantity of heat excited by the boring of cannon could not be ascribed to a change taking place in the calorific capacity of the metal; and he therefore concluded that the motion of the borer was communicated to the particles of metal, thus producing the phenomena of heat: "It appears to me," he remarks, "extremely difficult, if not quite impossible, to form any distinct idea of anything, capable of being excited and communicated, in the manner the heat was excited and communicated in these experiments, except it be motion."
One of the most important parts of Count Rumford's paper, though one to which little attention has hitherto been paid, is that in which he makes an estimate of the quantity of mechanical force required to produce a certain amount of heat. Referring to his third experiment, he remarks that the "total quantity of ice-cold water which, with the heat actually generated by friction, and accumulated in 2h 30m, might have been heated 180°, or made to boil, = 26.58 lbs." In the next page he states that "the machinery used in the experiment could easily be carried round by the force of one horse (though, to render the work lighter, two horses were actually employed in doing it)." Now the power of a horse is estimated by Watt at 33,000 foot-pounds per minute, and therefore if continued for two hours and a half will amount to 4,950,000 foot-pounds which, according to Count Rumford's experiment, will be equivalent to 28.58 lbs of water raised 180°. Hence the heat required to raise a lb of water 1° will be equivalent to the force [energy] represented by 1034 foot-pounds. This result is not very widely different from that which I have deduced from my own experiments related in this paper, viz., 772 foot-pounds; and it must be observed that the excess of Count Rumford’s equivalent is just such as might have been anticipated from the circumstance, which he himself mentions, that “no estimate was made of the heat accumulated in the wooden box, nor of that dispersed during the experiments.”
About the end of the last century Sir Humphry Davy communicated a paper to Dr. Beddoes’ West Country Contributions, entitled, “Researches on Heat, Light, and Respiration,” in which he gave ample confirmation to the views of Count Rumford. By rubbing two pieces of ice against one another in the vacuum of an air pump, part of them was melted, although the temperature of the receiver was kept below the freezing point. The experiment was the more decisively in favor of the doctrine of the immateriality of heat, inasmuch as the capacity of ice for heat is much less than that of water. It was therefore with good reason that Davy drew the inference that “the immediate cause of the phenomena of heat is motion, and the laws of its communication are precisely the same as the laws of the communication of motion.”
The researches of Dulong on the specific heat of elastic fluids were rewarded by the discovery of the remarkable fact that “equal volumes of all the elastic fluids, taken at the same temperature, and under the same pressure, being compressed or dilated suddenly to the same fraction of their volume, disengage or absorb the same absolute quantity of heat.” This law is of the utmost importance in the development of the theory of heat, inasmuch as it proves that the calorific effect is, under certain conditions, proportional to the force expended.
In 1834 Dr. Faraday demonstrated the “Identity of the Chemical and Electrical Forces.” This law, along with others subsequently discovered by that great man, showing the relations which subsist between magnetism, electricity, and light, have enabled him to advance the idea that the so-called imponderable bodies are merely the exponents of different forms of force. Mr. Grove and M. Mayer have also given their powerful advocacy to similar views.
My own experiments in reference to the subject were commenced in 1840, in which year I communicated to the Royal Society my discovery of the law of the heat evolved by voltaic electricity, a law from which the immediate deductions were drawn, ¾first, that the heat evolved by any voltaic pair is proportional, caeteris paribus, to its intensity or electromotive force; and second, that the heat evolved by the combustion of a body is proportional to the intensity of its affinity for oxygen. I thus succeeded in establishing relations between heat and chemical affinity. In 1843 I showed that the heat evolved by magneto-electricity is proportional to the force [energy] absorbed; and that the force of the electromagnetic engine is derived from the force of chemical affinity in the battery, a force which otherwise would be evolved in the form of heat: from these facts I considered myself justified in announcing “that the quantity of heat capable of increasing the temperature of a lb of water by one degree of Fahrenheit’s scale, is equal to, and may be converted into, a mechanical force capable of raising 838 lbs to the perpendicular height of one foot.”
In a subsequent paper, read before the Royal Society in 1844, I endeavored to show that the heat absorbed and evolved by the rarefaction and condensation of air is proportional to the force [energy] evolved and absorbed in those operations. The quantitative relation between force [work] and heat deduced form these experiments, is almost identical with that derived from the electromagnetic experiments just referred to, and is confirmed by the experiments of M. Séguin on the dilatation of steam.
From the explanation given by Count Rumford of the heat arising from the friction of solids, one might have anticipated, as a matter of course, that the evolution of heat would also be detected in the friction of liquid and gaseous bodies. Moreover there were many facts, such as, for instance, the warmth of the sea after a few days of stormy weather, which had long been commonly attributed to fluid friction. Nevertheless the scientific world, preoccupied with the hypothesis that heat is a substance, and following the deductions drawn by Pictet from experiments not sufficiently delicate, have almost unanimously denied the possibility of generating heat in that way. The first mention, so far as I am aware, of experiments in which the evolution of heat from fluid friction is asserted, was in 1842 by M. Mayer, who states that he has raised the temperature of water from 12°C to 13°C, by agitating it, without however indicating the quantity of force [energy] employed, or the precautions taken to secure a correct result. In 1843 I announced the fact that “heat is evolved by the passage of water through narrow tubes,” and that each degree of heat per lb of water required for its evolution in this way a mechanical force represented by 770 foot-pounds. Subsequently in 1845, and 1847, I employed a paddle wheel to produce the fluid friction, and obtained the equivalents 781.5, 782.1 and 787.6, respectively, from the agitation of water, sperm oil, and mercury. Results so closely coinciding with one another, and with those previously derived from experiments with elastic fluids and the electromagnetic machine, left no doubt on my mind as to the existence of an equivalent relations between force [energy] and heat; but still it appeared of the highest importance to obtain that relation with still greater accuracy. This I have attempted in the present paper.
Experimental Data

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Analysis
  1. Calculate the mean value for diverse values of J from Table1, but exclude Joule’s careful measurements (7-11) and the accepted value (12).
  2. For the mean calculated in part A, determine the 95% confidence interval using small sample (student-t) statistics.
  3. Redo parts A and B above, but first apply a test for outliers.
  4. Calculate the mean and 95% confidence interval for data sets 2-11.
  5. Calculate the mean and 95% confidence interval for J using only Joule’s “careful” measurements (data sets 7-11).
  6. Write a careful discussion of your findings from parts A-E.