Mercurial > jaynes
comparison org/stat-mech.org @ 1:4da2176e4890
Transcribed up to section 1.5: heat
author | Dylan Holmes <ocsenave@gmail.com> |
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date | Sat, 28 Apr 2012 22:03:39 -0500 |
parents | 26acdaf2e8c7 |
children | afbe1fe19b36 |
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296 mechanics has been developed. | 296 mechanics has been developed. |
297 | 297 |
298 Suppose now that two bodies have the same temperature; i.e., | 298 Suppose now that two bodies have the same temperature; i.e., |
299 a given thermometer reads the same steady value when in contact | 299 a given thermometer reads the same steady value when in contact |
300 with either. In order that the statement, \ldquo{}two bodies have the | 300 with either. In order that the statement, \ldquo{}two bodies have the |
301 same temperature\rdquo{} shall describe a physi cal property of the bodies, | 301 same temperature\rdquo{} shall describe a physical property of the bodies, |
302 and not merely an accidental circumstance due to our having used | 302 and not merely an accidental circumstance due to our having used |
303 a particular kind of thermometer, it is necessary that /all/ | 303 a particular kind of thermometer, it is necessary that /all/ |
304 thermometers agree in assigning equal temperatures to them if | 304 thermometers agree in assigning equal temperatures to them if |
305 /any/ thermometer does . Only experiment is competent to determine | 305 /any/ thermometer does . Only experiment is competent to determine |
306 whether this universality property is true. Unfortunately, the | 306 whether this universality property is true. Unfortunately, the |
388 parameters with one constraint) are said to possess two | 388 parameters with one constraint) are said to possess two |
389 /degrees of freedom/; for the range of possible equilibrium states is defined | 389 /degrees of freedom/; for the range of possible equilibrium states is defined |
390 by specifying any two of the variables arbitrarily, whereupon the | 390 by specifying any two of the variables arbitrarily, whereupon the |
391 third, and all others we may introduce, are determined. | 391 third, and all others we may introduce, are determined. |
392 Mathematically, this is expressed by the existence of a functional | 392 Mathematically, this is expressed by the existence of a functional |
393 relationship of the form[fn::Edit: The set of solutions to an equation | 393 relationship of the form[fn:: /Edit./: The set of solutions to an equation |
394 like /f(X,x,t)=/ const. is called a /level set/. Here, Jaynes is | 394 like /f(X,x,t)=/ const. is called a /level set/. Here, Jaynes is |
395 saying that the quantities /X/, /x/, and /t/ follow a \ldquo{}functional | 395 saying that the quantities /X/, /x/, and /t/ follow a \ldquo{}functional |
396 rule\rdquo{}, so the set of physically allowed combinations of /X/, | 396 rule\rdquo{}, so the set of physically allowed combinations of /X/, |
397 /x/, and /t/ in equilibrium states can be | 397 /x/, and /t/ in equilibrium states can be |
398 expressed as the level set of a function. | 398 expressed as the level set of a function. |
401 functions, you can specify two of the variables, and the third will | 401 functions, you can specify two of the variables, and the third will |
402 still be undetermined. (For example, if f=X^2+x^2+t^2-3, | 402 still be undetermined. (For example, if f=X^2+x^2+t^2-3, |
403 the level set /f(X,x,t)=0/ is a sphere, and specifying /x=1/, /t=1/ | 403 the level set /f(X,x,t)=0/ is a sphere, and specifying /x=1/, /t=1/ |
404 leaves you with two potential possibilities for /X/ =\pm 1.) | 404 leaves you with two potential possibilities for /X/ =\pm 1.) |
405 | 405 |
406 A function like /f/ has to possess one more propery in order to | 406 A function like /f/ has to possess one more propery in order for its |
407 express a constraint relationship: it must be monotonic in | 407 level set to express a constraint relationship: it must be monotonic in |
408 each of its variables /X/, /x/, and /t/. | 408 each of its variables /X/, /x/, and /t/. |
409 #the partial derivatives of /f/ exist for every allowed combination of | 409 #the partial derivatives of /f/ exist for every allowed combination of |
410 #inputs /x/, /X/, and /t/. | 410 #inputs /x/, /X/, and /t/. |
411 In other words, the level set has to pass a sort of | 411 In other words, the level set has to pass a sort of |
412 \ldquo{}vertical line test\rdquo{} for each of its variables.] | 412 \ldquo{}vertical line test\rdquo{} for each of its variables.] |
421 \end{equation} | 421 \end{equation} |
422 | 422 |
423 where $X$ is a generalized force (pressure, tension, electric or | 423 where $X$ is a generalized force (pressure, tension, electric or |
424 magnetic field, etc.), $x$ is the corresponding generalized | 424 magnetic field, etc.), $x$ is the corresponding generalized |
425 displacement (volume, elongation, electric or magnetic polarization, | 425 displacement (volume, elongation, electric or magnetic polarization, |
426 etc.), and $t$ is the empirical temperature. Equation (1) is | 426 etc.), and $t$ is the empirical temperature. Equation (1-1) is |
427 called /the equation of state/. | 427 called /the equation of state/. |
428 | 428 |
429 At the risk of belaboring it, we emphasize once again that | 429 At the risk of belaboring it, we emphasize once again that |
430 all of this applies only for a system in equilibrium; for | 430 all of this applies only for a system in equilibrium; for |
431 otherwise not only.the temperature, but also some or all of the other | 431 otherwise not only.the temperature, but also some or all of the other |
463 on their present values, and not how those values were attained. | 463 on their present values, and not how those values were attained. |
464 In particular, $V$ does not depend on the direction in the \((P, t)\) | 464 In particular, $V$ does not depend on the direction in the \((P, t)\) |
465 plane through which the present values were approached; or, as we | 465 plane through which the present values were approached; or, as we |
466 usually say it, \(dV\) is an /exact differential/. | 466 usually say it, \(dV\) is an /exact differential/. |
467 | 467 |
468 Therefore, although at first glance the relation (2) appears | 468 Therefore, although at first glance the relation (1-2) appears |
469 nontrivial and far from obvious, a trivial mathematical analysis | 469 nontrivial and far from obvious, a trivial mathematical analysis |
470 convinces us that it must hold regardless of our particular | 470 convinces us that it must hold regardless of our particular |
471 temperature scale, and that it is true not only of oxygen; it must | 471 temperature scale, and that it is true not only of oxygen; it must |
472 hold for any substance, or mixture of substances, which possesses a | 472 hold for any substance, or mixture of substances, which possesses a |
473 definite, reproducible equation of state \(f(P,V,t)=0\). | 473 definite, reproducible equation of state \(f(P,V,t)=0\). |
474 | 474 |
475 But this understanding also enables us to predict situations in which | 475 But this understanding also enables us to predict situations in which |
476 (2) will /not/ hold. Equation (2), as we have just learned, expresses | 476 (1-2) will /not/ hold. Equation (1-2), as we have just learned, expresses |
477 the fact that an equation of state exists involving only the three | 477 the fact that an equation of state exists involving only the three |
478 variables \((P,V,t)\). Now suppose we try to apply it to a liquid such | 478 variables \((P,V,t)\). Now suppose we try to apply it to a liquid such |
479 as nitrobenzene. The nitrobenzene molecule has a large electric dipole | 479 as nitrobenzene. The nitrobenzene molecule has a large electric dipole |
480 moment; and so application of an electric field (as in the | 480 moment; and so application of an electric field (as in the |
481 [[http://en.wikipedia.org/wiki/Kerr_effect][electro-optical Kerr cell]]) causes an alignment of molecules which, as | 481 [[http://en.wikipedia.org/wiki/Kerr_effect][electro-optical Kerr cell]]) causes an alignment of molecules which, as |
555 many different thermodynamic systems, depending on which variables we | 555 many different thermodynamic systems, depending on which variables we |
556 choose to control and measure. In fact, it is easy to see that any | 556 choose to control and measure. In fact, it is easy to see that any |
557 physical system has, for all practical purposes, an /arbitrarily | 557 physical system has, for all practical purposes, an /arbitrarily |
558 large/ number of degrees of freedom. In the case of nitrobenzene, for | 558 large/ number of degrees of freedom. In the case of nitrobenzene, for |
559 example, we may impose any variety of nonuniform electric fields on | 559 example, we may impose any variety of nonuniform electric fields on |
560 our sample. Suppose we place $(n+1)$ | 560 our sample. Suppose we place $(n+1)$ different electrodes, labelled |
561 \(\{e_0,e_1, e_2 \ldots e_n\}\) in contact with the liquid in various | |
562 positions. Regarding \(e_0\) as the \ldquo{}ground\rdquo{}, maintained | |
563 at zero potential, we can then impose $n$ different potentials | |
564 \(\{v_1, \ldots, v_n\}\) on the other electrodes independently, and we | |
565 can also measure the $n$ different conjugate displacements, as the | |
566 charges \(\{q_1,\ldots, q_n\}\) accumulated on electrodes | |
567 \(\{e_1,\ldots e_n\}\). Together with the pressure (understood as the | |
568 pressure measured at one given position), volume, and temperature, our | |
569 sample of nitrobenzene is now a thermodynamic system of $(n+1)$ | |
570 degrees of freedom. This number may be as large as we please, limited | |
571 only by our patience in constructing the apparatus needed to control | |
572 or measure all these quantities. | |
573 | |
574 We leave it as an exercise for the reader (Problem 1) to find the most | |
575 general condition on the variables \(\{v_1, q_1, v_2, q_2, \ldots | |
576 v_n,q_n\}\) which will ensure that a definite equation of state | |
577 $f(P,V,t)=0$ is observed in spite of all these new degrees of | |
578 freedom. The simplest special case of this relation is, evidently, to | |
579 ground all electrodes, thereby inposing the conditions $v_1 = v_2 = | |
580 \ldots = v_n = 0$. Equally well (if we regard nitrobenzene as having | |
581 negligible electrical conductivity) we may open-circuit all | |
582 electrodes, thereby imposing the conditions \(q_i = \text{const.}\) In | |
583 the latter case, in addition to an equation of state of the form | |
584 \(f(P,V,t)=0\), which contains these constants as fixed parameters, | |
585 there are \(n\) additional equations of state of the form $v_i = | |
586 v_i(P,t)$. But if we choose to ignore these voltages, there will be no | |
587 contradiction in considering our nitrobenzene to be a thermodynamic | |
588 system of two degrees of freedom, involving only the variables | |
589 \(P,V,t\). | |
590 | |
591 Similarly, if our system of interest is a crystal, we may impose on it | |
592 a wide variety of nonuniform stress fields; each component of the | |
593 stress tensor $T_{ij}$ may bary with position. We might expand each of | |
594 these functions in a complete orthonormal set of functions | |
595 \(\phi_k(x,y,z)\): | |
596 | |
597 \begin{equation} | |
598 T_{ij}(x,y,z) = \sum_k a_{ijk} \phi_k(x,y,z) | |
599 \end{equation} | |
600 | |
601 and with a sufficiently complicated system of levers which in various | |
602 ways squeeze and twist the crystal, we might vary each of the first | |
603 1,000 expansion coefficients $a_{ijk}$ independently, and measure the | |
604 conjugate displacements $q_{ijk}$. Our crystal is then a thermodynamic | |
605 system of over 1,000 degrees of freedom. | |
606 | |
607 The notion of \ldquo{}numbers of degrees of freedom\rdquo{} is | |
608 therefore not a /physical property/ of any system; it is entirely | |
609 anthropomorphic, since any physical system may be regarded as a | |
610 thermodynamic system with any number of degrees of freedom we please. | |
611 | |
612 If new thermodynamic variables are always introduced in pairs, | |
613 consisting of a \ldquo{}force\rdquo{} and conjugate | |
614 \ldquo{}displacement\rdquo{}, then a thermodynamic system of $n$ | |
615 degrees of freedom must possess $(n-1)$ independent equations of | |
616 state, so that specifying $n$ quantities suffices to determine all | |
617 others. | |
618 | |
619 This raises an interesting question; whether the scheme of classifying | |
620 thermodynamic variables in conjugate pairs is the most general | |
621 one. Why, for example, is it not natural to introduce three related | |
622 variables at a time? To the best of the writer's knowledge, this is an | |
623 open question; there seems to be no fundamental reason why variables | |
624 /must/ always be introduced in conjugate pairs, but there seems to be | |
625 no known case in which a different scheme suggests itself as more | |
626 appropriate. | |
627 | |
628 ** Heat | |
629 We are now in a position to consider the results and interpretation of | |
630 a number of elementary experiments involving | |
631 | |
632 | |
633 * Appendix | |
634 | |
635 | Generalized Force | Generalized Displacement | | |
636 |--------------------+--------------------------| | |
637 | force | displacement | | |
638 | pressure | volume | | |
639 | electric potential | charge | |