Dissipated energy and Entropy Production for an Unconventional Heat Engine: The Stepwise Circular Cycle

Size: px
Start display at page:

Download "Dissipated energy and Entropy Production for an Unconventional Heat Engine: The Stepwise Circular Cycle"

Transcription

1 sspated energy and Entropy roducton for an nconventonal Heat Engne: he Stepwse rcular ycle Francesco d Lberto, Raffaele astore and Fulvo erugg partmento Scenze Fsche - nverstà d apol Federco II - SI-R, ISM and IF, Sezon d apol partmento Scenze Fsche - nverstà d apol Federco II dlberto@na.nfn.t bstract hen some entropy s transferred, by means of a reversble engne, from a hot heat source to a colder one, we have the maxmum of effcency,.e. we obtan the maxmum avalable work. Smlarly the reversble heat pumps transfer entropy from a cold heat source to a hotter one wth the mnmum expense of energy. On the contrary f we are faced wth non reversble devces there s some Lost ork for heat engnes, and some Extra ork for heat pumps. hese quanttes are both related to the Entropy producton. he Lost ork,.e., s also called degraded energy or Energy unavalable to do work. he Extra ork,.e. Extra Lost Irrev Irrev, s the excess of work performed on the system n the rreversble process wth respect to the reversble one (or the excess of heat gven to the hotter source n the rreversble process). In ths paper, whch follows two prevous ones on the Lost ork [hl. Mag. 87, 569 (7), hl. Mag (8)] both quanttes are analyzed n deep and are evaluated for a process wth complexty,.e. the stepwse rcular ycle whch s smlar to the stepwse arnot cycle [hysca 34, 33 ()]. he stepwse rcular ycle s a cycle performed by means of small weghts dw whch are frst added and then removed from the pston of the vessel contanng the gas or vceversa. he work performed by the gas can be found as ncrease of the potental energy of the dw s. e dentfy each sngle dw and thus evaluate ts rsng.e. ts ncrease n potental energy. In such a way we fnd how the energy put of the cycle s dstrbuted among the dw s. he sze of the dw s affects the Entropy producton and therefore the Lost and Extra work. he rsng dstrbuton depends on the removng process we choose. - Introducton s ponted n a prevous paper [], entropy producton and ts relaton to the avalable energy are fascnatng subjects whch n last years have attracted many physcs researches [5-]. It s well known [-] that for some elementary rreversble process, lke the rreversble sothermal expanson of a gas n contact wth a heat source at temperature, the work done by the gas Irrev s related to the reversble sothermal work (.e. the work performed by the gas n the correspondng reversble process) by the relaton S () where s the total entropy change of the unverse (system + envronment). he degraded energy S S s usually called the Lost work Lost () Lost he latter can be nterpreted as the mssng work:.e. the addtonal work that could have been done n the related reversble process (here the reversble sothermal expanson); t s also called energy unavalable to do work. On another hand n the rreversble sothermal compresson S s called Extra.e. the excess of work performed on the system n the rreversble process wth respect to the reversble one. (3) Extra n where now Irrev n. ue to the energy balance, the same relaton holds for the amounts of heat gven to the source,.e. we have S (4)

2 herefore S s also called the Excess of heat ( Extra gven to the source [8,9]. he total varaton of Entropy, S. he second Law clams that ),.e. the addtonal heat that has been, s usually called Entropy producton ; we shall call the latter and the entropy s an ensve quantty whch n the transfers between systems can only ncrease or stay unchanged.. - Entropy producton and Lost ork and Extra ork n sothermal rreversble processes. Let us frst consder the sothermal rreversble expanson ( ) of an deal gas n contact wth a heat source at temperature where and wth,. In such a smple process some heat n goes from the heat source to the deal gas. here s an ncrease of entropy of the deal gas, Sgas and a decrease of the entropy of the heat source n, where d R ln R ln R therefore the entropy producton s n S (5) Snce we fnd n the deal gas an amount of entropy greater than that taken from the heat n 3 source. If, for example, 3 we have R ln 4 R. 636R. On the other hand for the 4 sothermal rreversble compresson of the deal gas ( ) some heat goes from the gas to the source at temperature. e have a decrease of the gas entropy, where Sgas and an ncrease of the source entropy, n. herefore the entropy producton n the compresson s S (snce ), (6) whch, for 3 gves R ln 3R R ln 4. 64R. Observe that n the compresson the entropy producton s much bgger than n the expanson; here we wll show how ths s related to the wastng of energy. In order to fnd how the prevous entropy productons affects the dsspaton of energy, we have to remark that the rreversblty of a generc process ( ) s due, n general, to nternal and ernal rreversblty, therefore, as shown n [,,5] the related entropy producton can be expressed as a sum of two terms: the nternal entropy producton, nt and the ernal entropy producton,.e. nt (7) he quanttes n,, are postve.

3 hs result s not trval snce S ; there are n fact many processes for whch S and nt sys nt. he system entropy producton nt s defned [,,5] by the relaton S S S (8) sys n where S n and S are respectvely the quantty of entropy whch respectvely comes nto and comes of the system n the rreversble process; S sys nt sys sys 3 s the entropy varaton of the system from to and does not depend on the partcular process. Smlarly the ernal Entropy producton, s gven by the relaton S S S (9) n or by relaton (7). It s easy to verfy that for both prevous rreversble sothermal processes and therefore that for both the expanson and the compresson nt. In the ppendx we gve the relatons for the Lost ork and Extra ork for sothermal processes wth nternal and ernal rreversblty ( ). From relatons (4) and (6) t follows that the Lost ork for an sothermal expanson at temperature and wth ernal rreversblty ( ) s () Lost and that the Extra ork for an sothermal compresson at (wth ) s Extra n nt () herefore we understand that n the rreversble compresson much more energy s wasted than n the rreversble expanson. nt. - Entropy producton, Lost ork and Extra ork n sobarc rreversble processes Let us consder the rreversble sobarc expanson at pressure (heatng) of one mole of monatomc deal gas from the state to the state for whch, for example,. he deal gas, ntally at temperature, s brought n thermal contact wth the source, then an Fgure - rreversble sobarc expanson at pressure takes place and the deal gas reaches the fnal state. Let be the ntal volume and the fnal volume. In the expanson the gas has performed the work (= E ) ( ) R( ) () rrev

4 and has racted from the source we understand that there has been an ncrease of nternal energy E E ( ) the heat (= E ) ( ). From the energy balance n where and are the molar specfc heats respectvely at constant pressure and at constant volume. For ths process rrev Ssys S ln (3) s n the prevous case we want to fnd nt and,.e. the Entropy producton due to the nternal rreversblty and the Entropy producton due to the ernal rreversblty. he path we follow s to analyse the related ernally reversble process (Eso-reversble process); for ths we evaluate the Entropy producton, whch s therefore due only to the nternal rreversblty. hs wll be. From ths we can have (the Entropy producton due to the ernal rreversblty) by subtractng nt from,.e. n nt rrev p (4) o perform the Eso-reversble process we need a sequence of heat sources rangng from to, from whch the gas takes, at each nfntesmal step, the heat to perform the rreversble sobarc Eso expanson, and an auxlary reversble heat engne whch takes the heat from the source at temperature and gves the heat d to the source at temperature of the sequence. Such an engne performs the work Eso at each step. Obvously Eso Eso d ln. In ths Externally reversble process (Eso-reversble) the Entropy producton due to the Internal rreversblty at each step s due to the nfntesmal varaton of Entropy of the gas (.e. ds Eso syst d nt ) and to the nfntesmal varaton of Entropy of the heat source of the sequence whch s actve n the step (.e. Eso Eso d d nt dssyst ds, whch means that there s no nternal Entropy producton n ths Eso- e fnd therefore that nt reversble process; therefore ds Eso d ), hence rrev (5) ln Remark that the global Entropy change s related the local Entropy productons by means of the followng relaton S S S sys For the rreversble sobarc expanson at pressure (heatng) of one mole of monatomc deal gas 5 from the state to the state for whch, for example, and R the rreversble work done by the gas and the heat taken from the source are rrev ( ) R( ) R and ( ) ; therefore rrev nt 4 nt

5 . (6) rrev ln ln. 93 o fnd the Lost ork we need the avalable total ersble ork. he total ersble work s the reversble work made by the gas (whch s dentcal to the rreversble work) and the work made by the auxlary reversble engne workng between and the varable temperature of the sequence of sources whch we use to perform the reversble sobarc expanson. otal gas engne Eso ( ) where Eso d herefore otal Lost rrev ln ( ) On the other hand by relaton (4) Lost ln ( ) (7).e Lost For the rreversble sobarc compresson at pressure (coolng) of one mole of monatomc deal 5 gas from the state to the state for whch as before,, the rreversble work s rrev ( ) R( ). Followng the same steps as for the expanson we fnd rrev ln and Extra u rrev ln (8).e. for ( ln ). 37 and Extra u. 37 Observe that here, as opposed to the prevous sothermal process, we have Lost Extra In the n secton by means of relatons (,) and (7,8) we study the Lost ork and the Extra ork for the Stepwse rcular ycle. a 3 - he step-wse deal gas rcular cycle and dsspated energy In order to perform an deal gas stepwse cycle we need a lot of heat sources () and heat snks (), a vessel wth a free pston and a large number () of small drvng weghts to ncrease or decrease slowly, step by step, the ernal pressure. If the steps are nfntesmally small the cycle s reversble. In order to evaluate the work performed by the deal gas durng the cycle, the dsplacements of the small drvng weghts (dw) must be done carefully. e let them move on and off the pston only horzontally. o ths end we assume that the handle of the pston s endowed wth

6 so many shelves that we can move each dw horzontally (and wth frcton) from (or to) the correspondng fxed shelf whch belongs to the dw s Reservor. (he dw s Reservor s a vertcal sequence of horzontal shelves on whch the dw s are ntally located). Such an deal devce s shown schematcally n Fgure. 6 Fgure a) he adabatc vessel wth some dw s on the pston. b) ross secton vew of the vessel showng two supports for the dw s (the dw s Reservor). he rcular cycle can be performed through Z= steps. In each of the frst steps one dw s added on the pston (and removed from the Reservor at ts ntal heght h ); n each of the followng steps one dw s removed from the pston (and brought back to the Reservor at ts fnal heght, say h,f ). he k-th dw s the dw whch has been added on the pston at the k-th step n the compresson. hen the dw s added on the pston of the vessel n thermal contact wth the snk,the gas performs an sothermal compresson; when t s removed the process s the sothermal expanson. Each sothermal process s followed by an sobarc process: ths s a compresson (volume reducton) n the frst / steps and an expanson n the followng / steps. he reverse happens n the removng steps. herefore at the end of the cycle the overall rasng, on the dw s Reservor, of the k-th dw from ts ntal heght (h k ) to the fnal one h ) s h k kf k ( kf h h (6) Snce a frcton-less process s assumed, the vertcal moton of the dw s s only due to the gas and the total work () performed by the deal gas can be found as ncrease of potental energy of the dw s on the Reservor,.e. mg where s the ernal pressure at step (after the addton or removal of the -th dw), s the volume varaton from step ( ) to step, and mg s the weght of the generc dw. Relaton (7) has been proved elsewhere [3]. In the n secton the rasngs of the sngle dw on the reservor are evaluated. k h k (7) 3. - he rasngs of the dw s for a step-wse rcular cycle he cycle we consder s reported n Fgure 3. he chosen values of and are easly avalable n ordnary condtons. In the frst steps the dw s are added on the pston to perform frst the process ( ). In the remanng steps the dw s are removed from the pston n order to return to the ntal state ( ). he workng flud s the deal gas and we assume the free pston has no mass.

7 he vertcal vessel s walls are heat nsulatng and the vessel s dathermal floor s made adabatc when needed. he chosen crcular cycle s descrbed n the plane by the relaton (8) r r where = 5 atm, = 7.4 l, r = 5 l and r = 5 atm. Snce mn s at mn 3/ 4 and Max s at Max 7 / 4, t follows that the steps from to /4 are coolng steps. hese are followed by heatng steps and 3 / 4 coolng steps. 7 Fgure 3 - he step-wse rcular cycle wth very small steps and (θ) the temperature along the clock-wse cycle. Let us call atm and atm, respectvely, the values of the pressure at bottom and at the top of the cycle. e have consdered here = 33 dw s and therefore = 66 steps. he mass of each dw s m =. Kg. he surface of the pston s S = cm, so that at each step n the compresson the pressure ncrease s / 33,.e., and (9) for nd for each step n the expanson the pressure decreases by.e. l ( l) l for l, () otce moreover that and,.e. the volume at step s the ntal volume and the,,, by means of volume at step s the volume at the top of the cycle. Of course for each relaton (8), there are ( ) exp and ( ) comp whch are the volume at the pressure taken respectvely n the expanson ( ) and n the compresson ( ), and also two temperatures ( ) exp and ( ) comp. ll that can also be wrtten n the followng way: for each,, there s a volume ( ) and a heat (source or snk) at temperature ( ). Keepng n mnd how we perform the rcular cycle, let us take a closer look at the last dw: when ths small weght leaves the Reservor and s added on the pston, t (together wth the pston and the prevous dw s) moves downward, performng the sothermal compresson step ( ) at temperature ; then the gas s heated by the heat source at pressure performng the expanson ( ); afterwards, at step +, the small weght s removed and goes to rest on the fxed shelf of the Reservor n front of t. It wll stay on the pston for one step only!.e. h ( ) S. p For ths last step let us call,, ; from whch p we have. In ths last step the snk at temperature takes the n entropy, and the source at temperature gves the entropy to the system, where and n p.

8 Snce R, t follows that R n. Smlarly for the last but one dw: h ( ) ( ) () S S herefore for the k-th dw h k k k, S and h. S For a very large number we can wrte h( ) ( ) exp ( ) comp S ere () exp and () comp are the volume at the pressure n the expanson and n the compresson, and h() s the rasng of the dw whch, added on the pston, gves rse to the pressure. From ths: r r r and ) comp r r / r ( ) exp / For r r one has ellptc cycles. ( For a reversble rcular ycle that starts from =7.4 l and = = atm, the rasngs h() are easly obtaned from relatons (8) and (): h( ) r r / r S, () whose values are shown n Fgure 4. 8 and Fgure 4 - Overall rasng on the reservor of each dw Lost work and ra work step by step and the total dsspated energy One may observe that n the cycle there has been an Entropy producton: n fact when the last dw s added on the pston (the -th step) we had an sothermal compresson at temperature and an

9 9 sobarc expanson from to. y means of relaton (6) and (9), for the sothermal compresson (, ) we have nt ln R R. For the expanson and sobarc heatng we have n Ext ln. Observe that the same result holds for sobarc coolng. herefore n the -th step we have nt ra and Ext Lost. Fnally we can conclude that the sspated energy.e. s Ext nt ow we gve some upper bound to ) (. Let / n be the frst / addng steps for whch,, mn / n be the second / addng steps for whch,, 3 / n be the thrd / removng steps for whch,, 4 / n be the fourth / removng steps for whch,, mn mn Ext nt mn nd, snce, Ext nt ) ( 4 Snce 5 4, 3, choosng 5 R 5, we have Ext nt, 3 Ext nt. From ths upper bound we see that, for, ) (. 4 - Summary

10 In ths paper we have ntroduced the Extra ork whch, together wth the Lost ork, gves the sspated energy n the rreversble processes. he analyss s very accurate for rreversble sothermal process and for sobarc processes. he new and prevous results are used to evaluate the sspated energy for a stepwse deal gas rcular ycle, a system wth complexty. cknowledgements e thankfully acknowledge G. Monroy,. Ruggero and M. Zannett for helpful dscussons. hs paper s dedcated to the memory of Gulano Martnell for hs poneerng works on energy preservaton. ppendx - Lost ork and Extra ork for sothermal processes wth ernal rreversblty Here we evaluate the Lost ork for the expanson and the Extra work for the compresson when there s ernal rreversblty. In Sec.. and n Sec. 3 of paper [] we have shown that, f the rreversble sothermal expanson s performed by means of a (shorter) contact wth a heat source at, we have,.e. n n () and for the Endo reversble process,.e. the process n whch the gas performs the reversble sothermal expanson, Endo () Smlarly, f the rreversble sothermal compresson s performed by means of a (shorter) contact wth an heat source at, we have,.e. Endo and. (3) o evaluate the Lost ork for the expanson wth we calculate the work avalable n the related ersble process and subtract from t, the effectve work done n the rreversble process. hs dfference gves the Lost ork. he ersble ork s the ersble work of the gas plus the work of an auxlary reversble gas engne workng between and. For the gas. he auxlary reversble engne, whch brngs the heat to the system (the deal gas at temperature ) and takes from the heat source engne at temperature the heat, performs the work. herefore the total reversble work s otal gas engne he ork performed by the gas n the rreversble expanson s, therefore On the other hand for the compresson wth a heat source at otal Endo Lost n n (4) Extra n (5) but f one uses a heat source at, we have to subtract the work of the reversble engne from the ersble work necessary to perform the sothermal compresson at temperature, whch nt n

11 Mn subtracts from the heat source at temperature (the gas) and gves the heat to the source at temperature,.e. therefore the Extra work s Extra n mn ; nt. (6) References [] F. d Lberto, hl. Mag. 87, 569 (7), hl. Mag. 88, (8)] [] F. d Lberto, Gornale d Fsca 49, -4 (8) [3] F. d Lberto, hysca 34, () [4] F. d Lberto, [5] G. Job and R. Ruffler hyscal hemstry Job Foundaton (Hamburg 7) [6].. onevey, ature 333, 49 (988) [7] H.S. Leff, m. J. hys (978) [8].. Marcella, m. J. hys (99) [9] R.E. Reynolds, m. J. hys. 6 9 (994) [] H.. Fuchs, he dynamcs of heat (Sprnger, ew York 996) [] L.G. hen,. u and F.R. Sun,., J. on- Equl. hermodyn (999) and references theren.

12

Thermodynamics Second Law Entropy

Thermodynamics Second Law Entropy Thermodynamcs Second Law Entropy Lana Sherdan De Anza College May 8, 2018 Last tme the Boltzmann dstrbuton (dstrbuton of energes) the Maxwell-Boltzmann dstrbuton (dstrbuton of speeds) the Second Law of

More information

General Formulas applicable to ALL processes in an Ideal Gas:

General Formulas applicable to ALL processes in an Ideal Gas: Calormetrc calculatons: dq mcd or dq ncd ( specc heat) Q ml ( latent heat) General Formulas applcable to ALL processes n an Ideal Gas: P nr du dq dw dw Pd du nc d C R ( monoatomc) C C R P Specc Processes:

More information

Homework Chapter 21 Solutions!!

Homework Chapter 21 Solutions!! Homework Chapter 1 Solutons 1.7 1.13 1.17 1.19 1.6 1.33 1.45 1.51 1.71 page 1 Problem 1.7 A mole sample of oxygen gas s confned to a 5 lter vessel at a pressure of 8 atm. Fnd the average translatonal knetc

More information

Physics 3 (PHYF144) Chap 2: Heat and the First Law of Thermodynamics System. Quantity Positive Negative

Physics 3 (PHYF144) Chap 2: Heat and the First Law of Thermodynamics System. Quantity Positive Negative Physcs (PHYF hap : Heat and the Frst aw of hermodynamcs -. Work and Heat n hermodynamc Processes A thermodynamc system s a system that may exchange energy wth ts surroundngs by means of heat and work.

More information

A quote of the week (or camel of the week): There is no expedience to which a man will not go to avoid the labor of thinking. Thomas A.

A quote of the week (or camel of the week): There is no expedience to which a man will not go to avoid the labor of thinking. Thomas A. A quote of the week (or camel of the week): here s no expedence to whch a man wll not go to avod the labor of thnkng. homas A. Edson Hess law. Algorthm S Select a reacton, possbly contanng specfc compounds

More information

Module 9. Lecture 6. Duality in Assignment Problems

Module 9. Lecture 6. Duality in Assignment Problems Module 9 1 Lecture 6 Dualty n Assgnment Problems In ths lecture we attempt to answer few other mportant questons posed n earler lecture for (AP) and see how some of them can be explaned through the concept

More information

Problem Set #6 solution, Chem 340, Fall 2013 Due Friday, Oct 11, 2013 Please show all work for credit

Problem Set #6 solution, Chem 340, Fall 2013 Due Friday, Oct 11, 2013 Please show all work for credit Problem Set #6 soluton, Chem 340, Fall 2013 Due Frday, Oct 11, 2013 Please show all work for credt To hand n: Atkns Chap 3 Exercses: 3.3(b), 3.8(b), 3.13(b), 3.15(b) Problems: 3.1, 3.12, 3.36, 3.43 Engel

More information

Thermodynamics and Gases

Thermodynamics and Gases hermodynamcs and Gases Last tme Knetc heory o Gases or smple (monatomc) gases Atomc nature o matter Demonstrate deal gas law Atomc knetc energy nternal energy Mean ree path and velocty dstrbutons From

More information

3-1 Introduction: 3-2 Spontaneous (Natural) Process:

3-1 Introduction: 3-2 Spontaneous (Natural) Process: - Introducton: * Reversble & Irreversble processes * Degree of rreversblty * Entropy S a state functon * Reversble heat engne Carnot cycle (Engne) * Crteron for Eulbrum SU,=Smax - Spontaneous (Natural)

More information

Outline. Unit Eight Calculations with Entropy. The Second Law. Second Law Notes. Uses of Entropy. Entropy is a Property.

Outline. Unit Eight Calculations with Entropy. The Second Law. Second Law Notes. Uses of Entropy. Entropy is a Property. Unt Eght Calculatons wth Entropy Mechancal Engneerng 370 Thermodynamcs Larry Caretto October 6, 010 Outlne Quz Seven Solutons Second law revew Goals for unt eght Usng entropy to calculate the maxmum work

More information

Physics 240: Worksheet 30 Name:

Physics 240: Worksheet 30 Name: (1) One mole of an deal monatomc gas doubles ts temperature and doubles ts volume. What s the change n entropy of the gas? () 1 kg of ce at 0 0 C melts to become water at 0 0 C. What s the change n entropy

More information

Force = F Piston area = A

Force = F Piston area = A CHAPTER III Ths chapter s an mportant transton between the propertes o pure substances and the most mportant chapter whch s: the rst law o thermodynamcs In ths chapter, we wll ntroduce the notons o heat,

More information

Chapter 5 rd Law of Thermodynamics

Chapter 5 rd Law of Thermodynamics Entropy and the nd and 3 rd Chapter 5 rd Law o hermodynamcs homas Engel, hlp Red Objectves Introduce entropy. Derve the condtons or spontanety. Show how S vares wth the macroscopc varables,, and. Chapter

More information

Chapter One Mixture of Ideal Gases

Chapter One Mixture of Ideal Gases herodynacs II AA Chapter One Mxture of Ideal Gases. Coposton of a Gas Mxture: Mass and Mole Fractons o deterne the propertes of a xture, we need to now the coposton of the xture as well as the propertes

More information

Assortment Optimization under MNL

Assortment Optimization under MNL Assortment Optmzaton under MNL Haotan Song Aprl 30, 2017 1 Introducton The assortment optmzaton problem ams to fnd the revenue-maxmzng assortment of products to offer when the prces of products are fxed.

More information

Physics 207 Lecture 13. Lecture 13

Physics 207 Lecture 13. Lecture 13 Physcs 07 Lecture 3 Goals: Lecture 3 Chapter 0 Understand the relatonshp between moton and energy Defne Potental Energy n a Hooke s Law sprng Develop and explot conservaton of energy prncple n problem

More information

Chapter 21 - The Kinetic Theory of Gases

Chapter 21 - The Kinetic Theory of Gases hapter 1 - he Knetc heory o Gases 1. Δv 8.sn 4. 8.sn 4. m s F Nm. 1 kg.94 N Δ t. s F A 1.7 N m 1.7 a N mv 1.6 Use the equaton descrbng the knetc-theory account or pressure:. hen mv Kav where N nna NA N

More information

Temperature. Chapter Heat Engine

Temperature. Chapter Heat Engine Chapter 3 Temperature In prevous chapters of these notes we ntroduced the Prncple of Maxmum ntropy as a technque for estmatng probablty dstrbutons consstent wth constrants. In Chapter 9 we dscussed the

More information

NAME and Section No.

NAME and Section No. Chemstry 391 Fall 2007 Exam I KEY (Monday September 17) 1. (25 Ponts) ***Do 5 out of 6***(If 6 are done only the frst 5 wll be graded)*** a). Defne the terms: open system, closed system and solated system

More information

#64. ΔS for Isothermal Mixing of Ideal Gases

#64. ΔS for Isothermal Mixing of Ideal Gases #64 Carnot Heat Engne ΔS for Isothermal Mxng of Ideal Gases ds = S dt + S T V V S = P V T T V PV = nrt, P T ds = v T = nr V dv V nr V V = nrln V V = - nrln V V ΔS ΔS ΔS for Isothermal Mxng for Ideal Gases

More information

Thermodynamics General

Thermodynamics General Thermodynamcs General Lecture 1 Lecture 1 s devoted to establshng buldng blocks for dscussng thermodynamcs. In addton, the equaton of state wll be establshed. I. Buldng blocks for thermodynamcs A. Dmensons,

More information

Physics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding.

Physics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding. Physcs 53 Rotatonal Moton 3 Sr, I have found you an argument, but I am not oblged to fnd you an understandng. Samuel Johnson Angular momentum Wth respect to rotatonal moton of a body, moment of nerta plays

More information

Introduction to Statistical Methods

Introduction to Statistical Methods Introducton to Statstcal Methods Physcs 4362, Lecture #3 hermodynamcs Classcal Statstcal Knetc heory Classcal hermodynamcs Macroscopc approach General propertes of the system Macroscopc varables 1 hermodynamc

More information

Physics 181. Particle Systems

Physics 181. Particle Systems Physcs 181 Partcle Systems Overvew In these notes we dscuss the varables approprate to the descrpton of systems of partcles, ther defntons, ther relatons, and ther conservatons laws. We consder a system

More information

Chapter 8: Potential Energy and The Conservation of Total Energy

Chapter 8: Potential Energy and The Conservation of Total Energy Chapter 8: Potental Energy and The Conservaton o Total Energy Work and knetc energy are energes o moton. K K K mv r v v F dr Potental energy s an energy that depends on locaton. -Dmenson F x d U( x) dx

More information

Review of Classical Thermodynamics

Review of Classical Thermodynamics Revew of Classcal hermodynamcs Physcs 4362, Lecture #1, 2 Syllabus What s hermodynamcs? 1 [A law] s more mpressve the greater the smplcty of ts premses, the more dfferent are the knds of thngs t relates,

More information

ANSWERS. Problem 1. and the moment generating function (mgf) by. defined for any real t. Use this to show that E( U) var( U)

ANSWERS. Problem 1. and the moment generating function (mgf) by. defined for any real t. Use this to show that E( U) var( U) Econ 413 Exam 13 H ANSWERS Settet er nndelt 9 deloppgaver, A,B,C, som alle anbefales å telle lkt for å gøre det ltt lettere å stå. Svar er gtt . Unfortunately, there s a prntng error n the hnt of

More information

Name: SID: Discussion Session:

Name: SID: Discussion Session: Name: SID: Dscusson Sesson: Chemcal Engneerng Thermodynamcs 141 -- Fall 007 Thursday, November 15, 007 Mdterm II SOLUTIONS - 70 mnutes 110 Ponts Total Closed Book and Notes (0 ponts) 1. Evaluate whether

More information

Physics 5153 Classical Mechanics. Principle of Virtual Work-1

Physics 5153 Classical Mechanics. Principle of Virtual Work-1 P. Guterrez 1 Introducton Physcs 5153 Classcal Mechancs Prncple of Vrtual Work The frst varatonal prncple we encounter n mechancs s the prncple of vrtual work. It establshes the equlbrum condton of a mechancal

More information

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1 P. Guterrez Physcs 5153 Classcal Mechancs D Alembert s Prncple and The Lagrangan 1 Introducton The prncple of vrtual work provdes a method of solvng problems of statc equlbrum wthout havng to consder the

More information

Linear Approximation with Regularization and Moving Least Squares

Linear Approximation with Regularization and Moving Least Squares Lnear Approxmaton wth Regularzaton and Movng Least Squares Igor Grešovn May 007 Revson 4.6 (Revson : March 004). 5 4 3 0.5 3 3.5 4 Contents: Lnear Fttng...4. Weghted Least Squares n Functon Approxmaton...

More information

Chapter 8. Potential Energy and Conservation of Energy

Chapter 8. Potential Energy and Conservation of Energy Chapter 8 Potental Energy and Conservaton of Energy In ths chapter we wll ntroduce the followng concepts: Potental Energy Conservatve and non-conservatve forces Mechancal Energy Conservaton of Mechancal

More information

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle

More information

University Physics AI No. 10 The First Law of Thermodynamics

University Physics AI No. 10 The First Law of Thermodynamics Unversty hyscs I No he Frst Law o hermodynamcs lass Number Name Ihoose the orrect nswer Whch o the ollowng processes must volate the rst law o thermodynamcs? (here may be more than one answer!) (,B,D )

More information

First Law of Thermodynamics

First Law of Thermodynamics Frst Law of Thermodynamcs Readng: Chapter 18, Sectons 18-7 to 18-11 Heat and Work When the pston s dsplaced by ds, force exerted by the gas = F = pa, work done by the gas: dw Fds ( pa)( ds) p( Ads) p d.

More information

Physics 115. Molecular motion and temperature Phase equilibrium, evaporation

Physics 115. Molecular motion and temperature Phase equilibrium, evaporation Physcs 115 General Physcs II Sesson 9 Molecular moton and temperature Phase equlbrum, evaporaton R. J. Wlkes Emal: phy115a@u.washngton.edu Home page: http://courses.washngton.edu/phy115a/ 4/14/14 Physcs

More information

Advanced Circuits Topics - Part 1 by Dr. Colton (Fall 2017)

Advanced Circuits Topics - Part 1 by Dr. Colton (Fall 2017) Advanced rcuts Topcs - Part by Dr. olton (Fall 07) Part : Some thngs you should already know from Physcs 0 and 45 These are all thngs that you should have learned n Physcs 0 and/or 45. Ths secton s organzed

More information

Chapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems

Chapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems Numercal Analyss by Dr. Anta Pal Assstant Professor Department of Mathematcs Natonal Insttute of Technology Durgapur Durgapur-713209 emal: anta.bue@gmal.com 1 . Chapter 5 Soluton of System of Lnear Equatons

More information

6.3.7 Example with Runga Kutta 4 th order method

6.3.7 Example with Runga Kutta 4 th order method 6.3.7 Example wth Runga Kutta 4 th order method Agan, as an example, 3 machne, 9 bus system shown n Fg. 6.4 s agan consdered. Intally, the dampng of the generators are neglected (.e. d = 0 for = 1, 2,

More information

One-sided finite-difference approximations suitable for use with Richardson extrapolation

One-sided finite-difference approximations suitable for use with Richardson extrapolation Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,

More information

Module 3: The Whole-Process Perspective for Thermochemical Hydrogen

Module 3: The Whole-Process Perspective for Thermochemical Hydrogen "Thermodynamc Analyss of Processes for Hydrogen Generaton by Decomposton of Water" by John P. O'Connell Department of Chemcal Engneerng Unversty of Vrgna Charlottesvlle, VA 2294-4741 A Set of Energy Educaton

More information

...Thermodynamics. If Clausius Clapeyron fails. l T (v 2 v 1 ) = 0/0 Second order phase transition ( S, v = 0)

...Thermodynamics. If Clausius Clapeyron fails. l T (v 2 v 1 ) = 0/0 Second order phase transition ( S, v = 0) If Clausus Clapeyron fals ( ) dp dt pb =...Thermodynamcs l T (v 2 v 1 ) = 0/0 Second order phase transton ( S, v = 0) ( ) dp = c P,1 c P,2 dt Tv(β 1 β 2 ) Two phases ntermngled Ferromagnet (Excess spn-up

More information

TEST 5 (phy 240) 2. Show that the volume coefficient of thermal expansion for an ideal gas at constant pressure is temperature dependent and given by

TEST 5 (phy 240) 2. Show that the volume coefficient of thermal expansion for an ideal gas at constant pressure is temperature dependent and given by ES 5 (phy 40). a) Wrte the zeroth law o thermodynamcs. b) What s thermal conductvty? c) Identyng all es, draw schematcally a P dagram o the arnot cycle. d) What s the ecency o an engne and what s the coecent

More information

Lecture 7: Boltzmann distribution & Thermodynamics of mixing

Lecture 7: Boltzmann distribution & Thermodynamics of mixing Prof. Tbbtt Lecture 7 etworks & Gels Lecture 7: Boltzmann dstrbuton & Thermodynamcs of mxng 1 Suggested readng Prof. Mark W. Tbbtt ETH Zürch 13 März 018 Molecular Drvng Forces Dll and Bromberg: Chapters

More information

Physics 207: Lecture 20. Today s Agenda Homework for Monday

Physics 207: Lecture 20. Today s Agenda Homework for Monday Physcs 207: Lecture 20 Today s Agenda Homework for Monday Recap: Systems of Partcles Center of mass Velocty and acceleraton of the center of mass Dynamcs of the center of mass Lnear Momentum Example problems

More information

PHYS 705: Classical Mechanics. Calculus of Variations II

PHYS 705: Classical Mechanics. Calculus of Variations II 1 PHYS 705: Classcal Mechancs Calculus of Varatons II 2 Calculus of Varatons: Generalzaton (no constrant yet) Suppose now that F depends on several dependent varables : We need to fnd such that has a statonary

More information

Physics 114 Exam 2 Fall 2014 Solutions. Name:

Physics 114 Exam 2 Fall 2014 Solutions. Name: Physcs 114 Exam Fall 014 Name: For gradng purposes (do not wrte here): Queston 1. 1... 3. 3. Problem Answer each of the followng questons. Ponts for each queston are ndcated n red. Unless otherwse ndcated,

More information

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system Transfer Functons Convenent representaton of a lnear, dynamc model. A transfer functon (TF) relates one nput and one output: x t X s y t system Y s The followng termnology s used: x y nput output forcng

More information

Section 8.3 Polar Form of Complex Numbers

Section 8.3 Polar Form of Complex Numbers 80 Chapter 8 Secton 8 Polar Form of Complex Numbers From prevous classes, you may have encountered magnary numbers the square roots of negatve numbers and, more generally, complex numbers whch are the

More information

G4023 Mid-Term Exam #1 Solutions

G4023 Mid-Term Exam #1 Solutions Exam1Solutons.nb 1 G03 Md-Term Exam #1 Solutons 1-Oct-0, 1:10 p.m to :5 p.m n 1 Pupn Ths exam s open-book, open-notes. You may also use prnt-outs of the homework solutons and a calculator. 1 (30 ponts,

More information

PHYSICS - CLUTCH CH 28: INDUCTION AND INDUCTANCE.

PHYSICS - CLUTCH CH 28: INDUCTION AND INDUCTANCE. !! www.clutchprep.com CONCEPT: ELECTROMAGNETIC INDUCTION A col of wre wth a VOLTAGE across each end wll have a current n t - Wre doesn t HAVE to have voltage source, voltage can be INDUCED V Common ways

More information

CHAPTER 7 ENERGY BALANCES SYSTEM SYSTEM. * What is energy? * Forms of Energy. - Kinetic energy (KE) - Potential energy (PE) PE = mgz

CHAPTER 7 ENERGY BALANCES SYSTEM SYSTEM. * What is energy? * Forms of Energy. - Kinetic energy (KE) - Potential energy (PE) PE = mgz SYSTM CHAPTR 7 NRGY BALANCS 1 7.1-7. SYSTM nergy & 1st Law of Thermodynamcs * What s energy? * Forms of nergy - Knetc energy (K) K 1 mv - Potental energy (P) P mgz - Internal energy (U) * Total nergy,

More information

At zero K: All atoms frozen at fixed positions on a periodic lattice.

At zero K: All atoms frozen at fixed positions on a periodic lattice. September, 00 Readng: Chapter Four Homework: None Entropy and The Degree of Dsorder: Consder a sold crystallne materal: At zero K: All atoms frozen at fxed postons on a perodc lattce. Add heat to a fnte

More information

find (x): given element x, return the canonical element of the set containing x;

find (x): given element x, return the canonical element of the set containing x; COS 43 Sprng, 009 Dsjont Set Unon Problem: Mantan a collecton of dsjont sets. Two operatons: fnd the set contanng a gven element; unte two sets nto one (destructvely). Approach: Canoncal element method:

More information

Solution Thermodynamics

Solution Thermodynamics Soluton hermodynamcs usng Wagner Notaton by Stanley. Howard Department of aterals and etallurgcal Engneerng South Dakota School of nes and echnology Rapd Cty, SD 57701 January 7, 001 Soluton hermodynamcs

More information

Chapter 11: Angular Momentum

Chapter 11: Angular Momentum Chapter 11: ngular Momentum Statc Equlbrum In Chap. 4 we studed the equlbrum of pontobjects (mass m) wth the applcaton of Newton s aws F 0 F x y, 0 Therefore, no lnear (translatonal) acceleraton, a0 For

More information

First Law: A body at rest remains at rest, a body in motion continues to move at constant velocity, unless acted upon by an external force.

First Law: A body at rest remains at rest, a body in motion continues to move at constant velocity, unless acted upon by an external force. Secton 1. Dynamcs (Newton s Laws of Moton) Two approaches: 1) Gven all the forces actng on a body, predct the subsequent (changes n) moton. 2) Gven the (changes n) moton of a body, nfer what forces act

More information

STATISTICAL MECHANICS

STATISTICAL MECHANICS STATISTICAL MECHANICS Thermal Energy Recall that KE can always be separated nto 2 terms: KE system = 1 2 M 2 total v CM KE nternal Rgd-body rotaton and elastc / sound waves Use smplfyng assumptons KE of

More information

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential Open Systems: Chemcal Potental and Partal Molar Quanttes Chemcal Potental For closed systems, we have derved the followng relatonshps: du = TdS pdv dh = TdS + Vdp da = SdT pdv dg = VdP SdT For open systems,

More information

Inductance Calculation for Conductors of Arbitrary Shape

Inductance Calculation for Conductors of Arbitrary Shape CRYO/02/028 Aprl 5, 2002 Inductance Calculaton for Conductors of Arbtrary Shape L. Bottura Dstrbuton: Internal Summary In ths note we descrbe a method for the numercal calculaton of nductances among conductors

More information

arxiv:quant-ph/ Jul 2002

arxiv:quant-ph/ Jul 2002 Lnear optcs mplementaton of general two-photon proectve measurement Andrze Grudka* and Anton Wóck** Faculty of Physcs, Adam Mckewcz Unversty, arxv:quant-ph/ 9 Jul PXOWRZVNDR]QDRODQG Abstract We wll present

More information

CHAPTER 14 GENERAL PERTURBATION THEORY

CHAPTER 14 GENERAL PERTURBATION THEORY CHAPTER 4 GENERAL PERTURBATION THEORY 4 Introducton A partcle n orbt around a pont mass or a sphercally symmetrc mass dstrbuton s movng n a gravtatonal potental of the form GM / r In ths potental t moves

More information

AGC Introduction

AGC Introduction . Introducton AGC 3 The prmary controller response to a load/generaton mbalance results n generaton adjustment so as to mantan load/generaton balance. However, due to droop, t also results n a non-zero

More information

Physics 41 Chapter 22 HW Serway 7 th Edition

Physics 41 Chapter 22 HW Serway 7 th Edition yss 41 apter H Serway 7 t Edton oneptual uestons: 1,, 8, 1 roblems: 9, 1, 0,, 7, 9, 48, 54, 55 oneptual uestons: 1,, 8, 1 1 Frst, te effeny of te automoble engne annot exeed te arnot effeny: t s lmted

More information

Lecture Note 3. Eshelby s Inclusion II

Lecture Note 3. Eshelby s Inclusion II ME340B Elastcty of Mcroscopc Structures Stanford Unversty Wnter 004 Lecture Note 3. Eshelby s Incluson II Chrs Wenberger and We Ca c All rghts reserved January 6, 004 Contents 1 Incluson energy n an nfnte

More information

CHAPTER 10 ROTATIONAL MOTION

CHAPTER 10 ROTATIONAL MOTION CHAPTER 0 ROTATONAL MOTON 0. ANGULAR VELOCTY Consder argd body rotates about a fxed axs through pont O n x-y plane as shown. Any partcle at pont P n ths rgd body rotates n a crcle of radus r about O. The

More information

Norm Bounds for a Transformed Activity Level. Vector in Sraffian Systems: A Dual Exercise

Norm Bounds for a Transformed Activity Level. Vector in Sraffian Systems: A Dual Exercise ppled Mathematcal Scences, Vol. 4, 200, no. 60, 2955-296 Norm Bounds for a ransformed ctvty Level Vector n Sraffan Systems: Dual Exercse Nkolaos Rodousaks Department of Publc dmnstraton, Panteon Unversty

More information

Fundamental loop-current method using virtual voltage sources technique for special cases

Fundamental loop-current method using virtual voltage sources technique for special cases Fundamental loop-current method usng vrtual voltage sources technque for specal cases George E. Chatzaraks, 1 Marna D. Tortorel 1 and Anastasos D. Tzolas 1 Electrcal and Electroncs Engneerng Departments,

More information

Physics 207 Lecture 27

Physics 207 Lecture 27 hyscs 07 Lecture 7 hyscs 07, Lecture 7, Dec. 6 Agenda: h. 0, st Law o Thermodynamcs, h. st Law o thermodynamcs ( U Q + W du dq + dw ) Work done by an deal gas n a ston Introducton to thermodynamc cycles

More information

Physics 141. Lecture 14. Frank L. H. Wolfs Department of Physics and Astronomy, University of Rochester, Lecture 14, Page 1

Physics 141. Lecture 14. Frank L. H. Wolfs Department of Physics and Astronomy, University of Rochester, Lecture 14, Page 1 Physcs 141. Lecture 14. Frank L. H. Wolfs Department of Physcs and Astronomy, Unversty of Rochester, Lecture 14, Page 1 Physcs 141. Lecture 14. Course Informaton: Lab report # 3. Exam # 2. Mult-Partcle

More information

Generalized Linear Methods

Generalized Linear Methods Generalzed Lnear Methods 1 Introducton In the Ensemble Methods the general dea s that usng a combnaton of several weak learner one could make a better learner. More formally, assume that we have a set

More information

DUE: WEDS FEB 21ST 2018

DUE: WEDS FEB 21ST 2018 HOMEWORK # 1: FINITE DIFFERENCES IN ONE DIMENSION DUE: WEDS FEB 21ST 2018 1. Theory Beam bendng s a classcal engneerng analyss. The tradtonal soluton technque makes smplfyng assumptons such as a constant

More information

PART I: MULTIPLE CHOICE (32 questions, each multiple choice question has a 2-point value, 64 points total).

PART I: MULTIPLE CHOICE (32 questions, each multiple choice question has a 2-point value, 64 points total). CHEMISTRY 123-07 Mdterm #2 answer key November 04, 2010 Statstcs: Average: 68 p (68%); Hghest: 91 p (91%); Lowest: 37 p (37%) Number of students performng at or above average: 58 (53%) Number of students

More information

Dr. Shalabh Department of Mathematics and Statistics Indian Institute of Technology Kanpur

Dr. Shalabh Department of Mathematics and Statistics Indian Institute of Technology Kanpur Analyss of Varance and Desgn of Exerments-I MODULE III LECTURE - 2 EXPERIMENTAL DESIGN MODELS Dr. Shalabh Deartment of Mathematcs and Statstcs Indan Insttute of Technology Kanur 2 We consder the models

More information

Physics 114 Exam 2 Spring Name:

Physics 114 Exam 2 Spring Name: Physcs 114 Exam Sprng 013 Name: For gradng purposes (do not wrte here): Queston 1. 1... 3. 3. Problem Answer each of the followng questons. Ponts for each queston are ndcated n red wth the amount beng

More information

Power law and dimension of the maximum value for belief distribution with the max Deng entropy

Power law and dimension of the maximum value for belief distribution with the max Deng entropy Power law and dmenson of the maxmum value for belef dstrbuton wth the max Deng entropy Bngy Kang a, a College of Informaton Engneerng, Northwest A&F Unversty, Yanglng, Shaanx, 712100, Chna. Abstract Deng

More information

Chapter 8 Indicator Variables

Chapter 8 Indicator Variables Chapter 8 Indcator Varables In general, e explanatory varables n any regresson analyss are assumed to be quanttatve n nature. For example, e varables lke temperature, dstance, age etc. are quanttatve n

More information

Week 11: Chapter 11. The Vector Product. The Vector Product Defined. The Vector Product and Torque. More About the Vector Product

Week 11: Chapter 11. The Vector Product. The Vector Product Defined. The Vector Product and Torque. More About the Vector Product The Vector Product Week 11: Chapter 11 Angular Momentum There are nstances where the product of two vectors s another vector Earler we saw where the product of two vectors was a scalar Ths was called the

More information

Chapter 13: Multiple Regression

Chapter 13: Multiple Regression Chapter 13: Multple Regresson 13.1 Developng the multple-regresson Model The general model can be descrbed as: It smplfes for two ndependent varables: The sample ft parameter b 0, b 1, and b are used to

More information

EN40: Dynamics and Vibrations. Homework 4: Work, Energy and Linear Momentum Due Friday March 1 st

EN40: Dynamics and Vibrations. Homework 4: Work, Energy and Linear Momentum Due Friday March 1 st EN40: Dynamcs and bratons Homework 4: Work, Energy and Lnear Momentum Due Frday March 1 st School of Engneerng Brown Unversty 1. The fgure (from ths publcaton) shows the energy per unt area requred to

More information

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2 Salmon: Lectures on partal dfferental equatons 5. Classfcaton of second-order equatons There are general methods for classfyng hgher-order partal dfferental equatons. One s very general (applyng even to

More information

More metrics on cartesian products

More metrics on cartesian products More metrcs on cartesan products If (X, d ) are metrc spaces for 1 n, then n Secton II4 of the lecture notes we defned three metrcs on X whose underlyng topologes are the product topology The purpose of

More information

A Bayes Algorithm for the Multitask Pattern Recognition Problem Direct Approach

A Bayes Algorithm for the Multitask Pattern Recognition Problem Direct Approach A Bayes Algorthm for the Multtask Pattern Recognton Problem Drect Approach Edward Puchala Wroclaw Unversty of Technology, Char of Systems and Computer etworks, Wybrzeze Wyspanskego 7, 50-370 Wroclaw, Poland

More information

5 The Rational Canonical Form

5 The Rational Canonical Form 5 The Ratonal Canoncal Form Here p s a monc rreducble factor of the mnmum polynomal m T and s not necessarly of degree one Let F p denote the feld constructed earler n the course, consstng of all matrces

More information

Supplementary Notes for Chapter 9 Mixture Thermodynamics

Supplementary Notes for Chapter 9 Mixture Thermodynamics Supplementary Notes for Chapter 9 Mxture Thermodynamcs Key ponts Nne major topcs of Chapter 9 are revewed below: 1. Notaton and operatonal equatons for mxtures 2. PVTN EOSs for mxtures 3. General effects

More information

Chapter 3 Describing Data Using Numerical Measures

Chapter 3 Describing Data Using Numerical Measures Chapter 3 Student Lecture Notes 3-1 Chapter 3 Descrbng Data Usng Numercal Measures Fall 2006 Fundamentals of Busness Statstcs 1 Chapter Goals To establsh the usefulness of summary measures of data. The

More information

Solution of Linear System of Equations and Matrix Inversion Gauss Seidel Iteration Method

Solution of Linear System of Equations and Matrix Inversion Gauss Seidel Iteration Method Soluton of Lnear System of Equatons and Matr Inverson Gauss Sedel Iteraton Method It s another well-known teratve method for solvng a system of lnear equatons of the form a + a22 + + ann = b a2 + a222

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL DIFFERENTIATION 1 Introducton Dfferentaton s a method to compute the rate at whch a dependent output y changes wth respect to the change n the ndependent nput x. Ths rate of change s called the

More information

PHYS 1441 Section 002 Lecture #15

PHYS 1441 Section 002 Lecture #15 PHYS 1441 Secton 00 Lecture #15 Monday, March 18, 013 Work wth rcton Potental Energy Gravtatonal Potental Energy Elastc Potental Energy Mechancal Energy Conservaton Announcements Mdterm comprehensve exam

More information

PES 2130 Fall 2014, Spendier Lecture 7/Page 1

PES 2130 Fall 2014, Spendier Lecture 7/Page 1 PES 2130 Fall 2014, Spender Lecture 7/Page 1 Lecture today: Chapter 20 (ncluded n exam 1) 1) Entropy 2) Second Law o hermodynamcs 3) Statstcal Vew o Entropy Announcements: Next week Wednesday Exam 1! -

More information

The equation of motion of a dynamical system is given by a set of differential equations. That is (1)

The equation of motion of a dynamical system is given by a set of differential equations. That is (1) Dynamcal Systems Many engneerng and natural systems are dynamcal systems. For example a pendulum s a dynamcal system. State l The state of the dynamcal system specfes t condtons. For a pendulum n the absence

More information

8.6 The Complex Number System

8.6 The Complex Number System 8.6 The Complex Number System Earler n the chapter, we mentoned that we cannot have a negatve under a square root, snce the square of any postve or negatve number s always postve. In ths secton we want

More information

The internal structure of natural numbers and one method for the definition of large prime numbers

The internal structure of natural numbers and one method for the definition of large prime numbers The nternal structure of natural numbers and one method for the defnton of large prme numbers Emmanul Manousos APM Insttute for the Advancement of Physcs and Mathematcs 3 Poulou str. 53 Athens Greece Abstract

More information

First day August 1, Problems and Solutions

First day August 1, Problems and Solutions FOURTH INTERNATIONAL COMPETITION FOR UNIVERSITY STUDENTS IN MATHEMATICS July 30 August 4, 997, Plovdv, BULGARIA Frst day August, 997 Problems and Solutons Problem. Let {ε n } n= be a sequence of postve

More information

Structure and Drive Paul A. Jensen Copyright July 20, 2003

Structure and Drive Paul A. Jensen Copyright July 20, 2003 Structure and Drve Paul A. Jensen Copyrght July 20, 2003 A system s made up of several operatons wth flow passng between them. The structure of the system descrbes the flow paths from nputs to outputs.

More information

Difference Equations

Difference Equations Dfference Equatons c Jan Vrbk 1 Bascs Suppose a sequence of numbers, say a 0,a 1,a,a 3,... s defned by a certan general relatonshp between, say, three consecutve values of the sequence, e.g. a + +3a +1

More information

Finding Dense Subgraphs in G(n, 1/2)

Finding Dense Subgraphs in G(n, 1/2) Fndng Dense Subgraphs n Gn, 1/ Atsh Das Sarma 1, Amt Deshpande, and Rav Kannan 1 Georga Insttute of Technology,atsh@cc.gatech.edu Mcrosoft Research-Bangalore,amtdesh,annan@mcrosoft.com Abstract. Fndng

More information

Problem Set 9 Solutions

Problem Set 9 Solutions Desgn and Analyss of Algorthms May 4, 2015 Massachusetts Insttute of Technology 6.046J/18.410J Profs. Erk Demane, Srn Devadas, and Nancy Lynch Problem Set 9 Solutons Problem Set 9 Solutons Ths problem

More information

Thermal-Fluids I. Chapter 18 Transient heat conduction. Dr. Primal Fernando Ph: (850)

Thermal-Fluids I. Chapter 18 Transient heat conduction. Dr. Primal Fernando Ph: (850) hermal-fluds I Chapter 18 ransent heat conducton Dr. Prmal Fernando prmal@eng.fsu.edu Ph: (850) 410-6323 1 ransent heat conducton In general, he temperature of a body vares wth tme as well as poston. In

More information

COS 511: Theoretical Machine Learning. Lecturer: Rob Schapire Lecture # 15 Scribe: Jieming Mao April 1, 2013

COS 511: Theoretical Machine Learning. Lecturer: Rob Schapire Lecture # 15 Scribe: Jieming Mao April 1, 2013 COS 511: heoretcal Machne Learnng Lecturer: Rob Schapre Lecture # 15 Scrbe: Jemng Mao Aprl 1, 013 1 Bref revew 1.1 Learnng wth expert advce Last tme, we started to talk about learnng wth expert advce.

More information