HOMOCLINIC ORBITS IN A POROUS PELLET

Size: px
Start display at page:

Download "HOMOCLINIC ORBITS IN A POROUS PELLET"

Transcription

1 HOMOCLINIC ORBITS IN A POROUS PELLET Andrzej Burghrdt, Mrek Berezowski Institute of Chemicl Engineering, Polish Acdemy of Sciences, Gliwice, Polnd E-mil: mrek.berezowski@polsl.pl Abstrct The nlysis performed s well s extensive numericl simultions hve reveled the possibility of the genertion of homoclinic orbits s result of homoclinic bifurction in porous pellet. A method hs been proposed for the development of specil type of digrms - the soclled bifurction digrms. These digrms comprise the locus of homoclinic orbits together with the lines of limit points bounding the region of multiple stedy sttes s well s the locus of the points of Hopf bifurction. Thus, they define set of prmeters for which homoclinic bifurction cn tke plce. They lso mke it possible to determine conditions under which homoclinic orbits re generted. Two kinds of homoclinic orbits hve been observed, nmely semistble nd unstble orbits. It is found tht the chrcter of the homoclinic orbit depends on the stbility fetures of the limit cycle which is linked with the sddle point. Very interesting dynmic phenomen re ssocited with the two kinds of homoclinic orbits; these phenomen hve been illustrted in the solution digrms nd phse digrms. Keywords: Dynmic simultion, Nonliner dynmics, Periodic solutions, Stbility. 1. INTRODUCTION The coupling of physicl nd chemicl processes such s diffusionl nd convective mss nd het trnsport nd chemicl rections my led, in given system, to number of interesting dynmic phenomen which cn be rther difficult to predict without thorough mthemticl nlysis. These phenomen include the multiplicity of stedy sttes nd the ccompnying hysteresis, s well s the oscilltory destbiliztion of the system, which cn lso led to the ppernce of hysteresis. All these phenomen re of primry importnce in the design, strt-up nd control of chemicl rectors. If these phenomen re insufficiently described either qulittively (no informtion bout the possible existence of multiple stedy sttes) or quntittively (unknown mplitude nd frequency of self-excited oscilltions of the system), the rector my not operte t its optimum or cn even be severely dmged (Vleeshouver et l., 199, Morud et l., 1998, Mncusi et l., ). In heterogeneous ctlytic rectors the chemicl trnsformtion of mtter tkes plce in ctlyst pellet. Consequently, ll the processes nd phenomen ssocited with this trnsformtion re generted within the pellet. The fluid flowing through the rector supplies rectnts for the rections occurring in the pellet nd tkes wy the products formed therein. Obviously, the fluid ffects the processes within the pellet, but only in n indirect wy, through the pproprite boundry conditions t the fluid-pellet interfce. Thus, the process occurring in heterogeneous ctlytic rector is determined by the phenomen within the ctlyst pellet. A precise quntittive description of these phenomen is therefore of utmost importnce. The problem of defining the exct criteri determining the conditions of the occurrence of stedy-stte multiplicity in porous ctlyst pellets hs received gret del of ttention nd my

2 now be regrded s solved (Hu, Blkotih nd Luss, 1985, 1985b, 1986, Burghrdt nd Berezowski, 1989, 199, 199b). Consequently, the question rises bout the stbility of the sttionry sttes thus determined, especilly in the multiplicity region. Anlysis of the stbility of stedy sttes of ctlyst pellet ws performed by mens of the vrious pproximtion methods such s the lineriztion technique (Hlvcek et l., 1969, 1969b) or the verging technique (Luss nd Lee, 1971, Lee et l., 197 nd Ry nd Hstings, 198). Burghrdt nd Berezowski (1991) nlysed the stbility of sttionry solutions of the system considered with respect to sttic bifurctions, i.e., the nlysis concerned the cse of smll Lewis numbers (Le ). As result of prtil integrtion nd further trnsformtion, the system of two prtil differentil equtions hs been reduced to one ordinry differentil eqution. The stbility nlysis of this eqution led to the chrcteristics of the sttic bifurction by mens of developing nlyticl equtions for the locl nd globl stbility. A number of uthors (Sony, Schmidt nd Aris, 1991, Vn den Bosch nd Pdmnbhn, 1974, Subrmnin nd Blkotih, 1996) hve plced emphsis on deriving method whereby the prmeter region could be determined in which the bifurction to periodic solutions is possible. The most importnt result of the studies by Burghrdt nd Berezowski (1993) is set of nlyticl reltions between the prmeters of the system which define the limits of oscilltory instbility (Hopf bifurction) nd sddle type instbility s well s pproximte formule to determine the criticl vlues of the Lewis number (i.e. the vlue bove which n oscilltory destbiliztion of the system becomes possible). The possibility of determining the limits of oscilltory instbility without resorting to tedious nd time-consuming computtions is especilly useful in modelling processes tht occur in heterogeneous chemicl rectors. Of specil interest re the conclusions of the study by Burghrdt nd Berezowski (1997), where extensive numericl results hve reveled three scenrios for the genertion of self-excited oscilltions of the temperture nd composition inside the pellet. Besides the well-known supercriticl nd subcriticl Hopf bifurctions to oscilltory solutions the uthors lso observed homoclinic bifurction in the region of multiple stedy sttes. To the best of our knowledge the possibility of the homoclinic bifurction occurring in the dynmic processes tking plce in porous ctlyst pellet hs not so fr been reported in the existing literture. The genertion of homoclinic orbit proceeds ccording to the following scenrio. Chnging the bifurction prmeter, prt of n existing limit cycle moves closer nd closer to sddle point. At the homoclinic bifurction the limit cycle touches the sddle point nd becomes homoclinic orbit. According to Strogtz (1994) nd Wiggins (1988) this phenomenon represents nother type of the infinite-period or globl bifurction. The key feture of this bifurction is the fct tht the stble nd unstble mnifolds of the sddle point join the existing limit cycle, nd thus the homoclinic orbit connects the sddle point to itself, developing limit cycle of n infinite period (Guckenheimer nd Holmes, 1983, Thompson nd Stewrt, 1993, Wiggins, 1998). The im of the nlysis crried out in the present study is to determine conditions under which homoclinic bifurction cn develop, using the model of the processes occurring in the ctlyst pellet. The next step is to investigte the dynmics of the formtion of the homoclinic orbit. It hs to be borne in mind tht these gols cnnot be chieved bsed solely on the nlysis of the dynmics of the genertion of the homoclinic orbit following the chnge in selected bifurction prmeter of the model. Rther, this nlysis should be crried out in reltion with other bifurction phenomen, such s bifurction to multiple stedy stte solutions nd Hopf bifurction.

3 3. MODEL OF THE PROCESS AND A METHOD FOR DEVELOPING BIFURCATION DIAGRAMS AND PHASE DIAGRAMS The bsic equtions describing the non-sttionry process of mss nd het trnsport with simultneous chemicl rection in porous ctlyst pellet re s follows: C A 1 C A = D e ρ + ν Ar( C A,T) (1) t ρ ρ ρ T 1 T ( ρ c) k = λe ρ + ( H) r( C A,T) () t ρ ρ ρ The trnsport cross the boundry is determined by the following reltionships between the fluxes: C A t ρ = ρ k ( CA C A ) = De (3) ρ α ( T T ) form: T = λ e (4) ρ If we restrict ourselves to symmetricl profiles, the remining boundry conditions tke the C t ρ = A T = nd = (5) ρ ρ The trnsient eqs. (1) nd () s well s boundry conditions (3)-(5) cn be expressed in the following dimensionless form: 1 = τ x y Aφ x x y + ν x R ( y,z) (6) 1 z 1 z = x βφr( y,z) + Le' τ x x x subject to boundry conditions: y z t x = = nd = x x (7) (8) t x = 1 y = 1 1 Bi M y x (9) 1 z nd z = 1 (1) Bi H x The dimensionless vribles together with the dimensionless numbers re defined in Nottion. In our previous nlyses concerning the stbility of stedy-stte solutions (Burghrdt nd Berezowski, 1993, 1997) we employed model of porous ctlyst pellet which tkes into ccount the concentrtion grdients inside the pellet nd ssumes tht the pellet temperture is uniform but different from tht of the surrounding fluid. Thus, the resistnce to het trnsfer is concentrted in boundry lyer round the pellet, while the resistnce to mss trnsfer occurs only inside the pellet.

4 4 The ssumption concerning the mss-trnsfer resistnce Bi M trnsforms boundry condition (9) to the following form: t x = 1 y 1 (11) Before introducing the second ssumption (concerning the het trnsfer), we verge Eq. (7) over the volume of the pellet: 1 1 z 1 1 z 1 dv x dv R( y,z)dv Le' V = V + βφ x x x V (1) τ V V V Introducing the following definitions: 1 R( y,z) dv = R( y,z) V (13) V nd 1 V V z dv = τ τ 1 V V z zdv = τ nd expressing the vlue of dv V for the three pellet shpes (slb, cylinder, sphere) s dv = ( + 1) x dx (15) V we cn rewrite Eq. (1) in the following form: 1 z z z = ( + 1) R( y,z) Le' x x 1 x + βφ (16) τ = x= Using boundry conditions (8) nd (1) we finlly obtin n eqution defining the men temperture of the ctlyst pellet: 1 z = ( + 1) Bi H ( 1 z) x= 1 + βφr( y,z) (17) Le' τ Introducing the second ssumption, ccording to which the intrprticle temperture grdient is negligible in comprison with the temperture difference in the fluid film surrounding the pellet, we cn write z = z = z( τ) (18) x = 1 Finlly, the system of equtions describing the process ccording to the model ssumed tkes the form: y 1 y = x AφR( y,z) + ν (19) τ x x x 1 z = ( + 1) Bi ( 1 z) H + βφ R( y,z) () Le' τ subject to boundry conditions: t x = 1 y = 1 (1) y t x = = () x nd initil conditions: = x = y x (3) τ ( ) ( ) y τ = z = z (4) Introducing, s previously, the modified Thiele modulus vlid for power lw kinetics (14)

5 5 1 φ n + 1 θ = (5) + 1 nd trnsforming the energy blnce eqution (), the following set of equtions cn be obtined: y 1 y = x q(,n) θr( y,z) + (6) τ x x x 1 dz = 1 z + β θ R( y,z) (7) Le dτ subject to boundry conditions (1) nd () nd initil conditions (3) nd (4). The modified prmeters Le nd β re defined s follows: αl ( ) ( + 1) Le = Le'Bi H + 1 = (8) ( ρc) k De nd β( + 1) ( H) C ADe ( + 1) β = = (9) Bi H ( n + 1) αlt n + 1 where ( + 1) q(,n) = ν A (3) n + 1 Assuming the following reltion describing the rection rte 1 n R( y,z) = exp γ 1 y z (31) we replce z with new stte vrible θ = θ 1 exp γ 1 (3) z which is more convenient in further nlysis. For the pproprite representtion of the formtion of homoclinic orbits nd the region of their existence it is of crucil importnce to illustrte, in single bifurction digrm (Kubiĉek nd Mrek, 1983), the coexistence of three bsic bifurction phenomen occurring in the ctlyst pellet. In the present study these coexisting phenomen re defined s bifurction to multiple stedy stte solutions for the pellet (LP), Hopf bifurction (HB) nd homoclinic bifurction (Hcl). Also, solution digrms (Kubiĉek nd Mrek, 1983) re derived which show the brnches of both stedy nd unstedy sttes of the pellet, the points of the Hopf bifurction nd the brnches of periodic solutions long with their complete mplitudes. These digrms illustrte, for strictly defined set of the model prmeters, the process of generting the homoclinic bifurction. The detiled loction of the homoclinic orbit reltive to the points determining stedy sttes of the pellet nd the possible limit cycles is shown in the phse digrm in the system of coordintes which define stte vribles of the system nlysed s functions of time. The pproch used to derive these three types of digrms is s follows. Using the method of orthogonl colloction the model equtions for the pellet re discretized, thus leding to n ordinry differentil equtions with temporl derivtives. This system is then nlysed numericlly. Bsed on the one-prmeter continution procedure solution digrms of the stedy sttes re derived long with the points of the Hopf bifurction (HB) situted on their brnches. These digrms form the bsis for the construction of bifurction digrms. The bifurction digrms illustrte the regions of multiple stedy sttes bounded by the lines of sttic bifurctions (LP), s

6 6 well s the regions of oscilltions bounded by the lines of the Hopf bifurction (HB). The two sets of bounding lines re obtined employing the two-prmeter continution procedure. The clcultions were performed using the Auto 97 pckge (Doedel et l., 1997). In order to obtin full picture of the brnches of periodic solutions (i.e. mximums nd minimums of the mplitudes) necessry in further nlysis, the pckge hd to be modified (originlly, it generted only mximums of these solutions). The most complex tsk ws to determine numericlly the lines of homoclinic bifurctions (Hcl) in the bifurction digrm. Therefore, the following procedure ws dopted. The solution digrm ws determined in which the brnch of periodic solutions ws linked with the sddle point on n unstble brnch of stedy sttes thus forming the homoclinic orbit. Prmeters of single point of the homoclinic bifurction were thus obtined. Then, strting t this point of the homoclinic bifurction the line of the homoclinic bifurction ws determined (Hcl) in the bifurction digrm by using the two-prmeter continution procedure. Of gret help were suggestions mde by one of the uthors of Auto 97, Prof. Eusebius Doedel. In order to develop the homoclinic orbit in the phse digrm it ws necessry to nlyse the full dynmics of its genertion by mens of numericl integrtion of the system of nonliner equtions (6) nd (7) subject to boundry conditions (1) nd () nd different initil conditions (3) nd (4). The integrtion led to the temperture trnsients for the ctlyst pellet nd to the trnsient concentrtion profiles inside the pellet. The clssifiction of the dynmic behviour of given system my be best done using two-dimensionl phse digrms. Therefore the concentrtion profile hs been replced with the sptil integrl verge of this profile: 1 ( τ) = y( x, τ) x ( 1)dx η (33) + If, then, the vribles η i θ re used in the phse digrm, it is possible to crry out rigorous nlysis of the dynmic behviour of the system nd to determine the homoclinic orbit which connects the sddle point to itself, s well s the loction of other sttionry points nd possible limit cycles. The exceptionlly strong sensitivity of the loction of the homoclinic orbit in the phse digrm to the initil conditions used in numericl simultions led to serious problems. 3. RESULTS AND DISCUSSION The bifurction digrms discussed erlier were derived using two model prmeters s coordintes, nmely the prmeter γ nd the Thiele modulus θ, t constnt vlues of the prmeters β nd Le. In the solution digrms the dimensionless pellet temperture θ is selected s stte vrible, while the Thiele modulus θ is bifurction prmeter. The phse digrms, which illustrte the dynmic behviour of the process nlysed, re drwn in the system of coordintes η, θ representing stte vribles of the system. The nlysis ws performed for two different vlues of the Lewis number: Le = 1 nd Le = 5, t constnt vlue of β =. 5. In Tble 1 the vlues of the Lewis numbers re listed for the vrious operting conditions typicl of ctul processes in fixed-bed rectors. This tble fully confirms the prcticl significnce of the choice of the two Lewis numbers employed in our nlysis.

7 7 Tble 1. Lewis numbers for the vrious operting conditions P(MP) Re α ,576 11,453 [ ( m K) ] L = 1 (cm) Re α Le = αl ρc m W ( ) e D k D ,88 56,6 [ ( K) ] L =.5 (cm) Le = αl ρc W ( ) e e ( m s) D e ( m s) k D It is seen from Fig. 1, which is the bifurction digrm for Le = 1, tht below γ = only single stble stedy sttes exist for ny vlue of θ. Over the rnge γ = the loci of the Hopf bifurction determine such intervls of the Thiele modulus over which periodic solutions exist. These loci form the limits of the brnches of periodic solutions in the solution digrms, i.e. the points of the Hopf bifurction (HB). Fig.1. Bifurction digrm: =, n = 1, β =,5, Le = 1. LP locus of limit points, HB locus of Hopf bifurction points, Hcl locus of homoclinic bifurction points. An interesting feture from the stndpoint of the dynmics of the system studied is the moment t which the locus of the Hopf bifurctions begins to touch the lines limiting the region of multiple solutions (the so-clled limit points), nd then enters this region. It cn be seen from Fig. (which is n enlrgement of prt of Fig. 1) tht the line of the points of the Hopf bifurctions, once inside the region of multiple solutions, becomes utomticlly the locus of the homoclinic

8 8 bifurction. This is direct proof tht for the vlues of γ nd θ which lie on this line the limit cycle hs indeed joined the sddle point s result of the so-clled infinite-period bifurction nd the formtion of homoclinic orbit. Fig.. Bifurction digrm: enlrgement of prt of Fig. 1. For the vlues of γ = the brnch of periodic solutions extends from the lower line of the points of the Hopf bifurctions up to the line of homoclinic bifurctions inside the region of multiple solutions. To crry out detiled nlysis of the genertion of homoclinic bifurction nd the formtion of homoclinic orbit, solution digrms were prepred (Figs 3 nd 4). In Fig. 3 ( γ = 7.939) two points of the Hopf bifurction still exist which constitute the boundry of the brnches of periodic solutions; the region of multiple solutions is only being formed, s demonstrted by two brely visible limit points (LP). However, lredy for γ = the limit cycle clerly meets the sddle point of the unstble brnch of stedy sttes nd the homoclinic orbit is formed.

9 9 Fig.3. Solution digrm: =, n = 1, β =,5, γ = 7,939, Le = 1. stble stedy sttes, unstble stedy sttes, stble limit cycles, unstble limit cycles. Consequently, over the rnge γ = solution digrms exist of the form presented in Fig. 4.

10 1 Fig.4. Solution digrm: =, n = 1, β =,5, γ = 7,95, Le = 1. stble stedy sttes, unstble stedy sttes, stble limit cycles, unstble limit cycles. Prticulr chrcteristics of the homoclinic orbit hve now to be discussed. This orbit is formed s result of the stble limit cycle joining both stble nd unstble mnifolds of the sddle, nd surrounds n unstble sttionry point. Therefore, the homoclinic orbit hs to be internlly stble; otherwise, the re inside the orbit would not possess ny ttrctor, which is impossible on both mthemticl nd physicl grounds. The nture of the externl side of the homoclinic orbit ws nlysed using the phse digrm (Fig. 5).

11 11 Fig.5. Phse digrm: =, n = 1, β =,5, γ = 7,95, Le = 1, θ =, stble stedy stte, unstble stedy stte, trjectories. It is obvious from this digrm tht this orbit is externlly unstble. Consequently, the homoclinic orbit formed is semistble, i.e., it is stble on the inside nd unstble on the outside (Fig. 5). It cn be seen from the phse digrm tht the trjectories originting inside the homoclinic orbit, when moving closer to the orbit finlly meet the orbit nd thus tend towrds the sddle point (obviously, for n infinitely long period of time). This is quite surprising conclusion, s region hs thus been creted with specil property: trjectories originting from this region cn rech n unstble sddle point (or, strictly speking, cn pproch this point t n infinitely short distnce). This phenomenon would be bsolutely impossible without the existence of the bove mentioned homoclinic orbit, s otherwise the reching of the sddle would be fesible only long the stble mnifolds (which form the lines). The dynmic system formed hs therefore two ttrctors, one ttrctor proper (i.e. the stble sttionry point on the upper brnch of the solution digrm) nd the other ttrctor which is reched indirectly vi the homoclinic orbit (i.e. the sddle point). The ltter ttrctor cn be regrded s such only for trjectories originting from the inside of the region bounded by the homoclinic orbit. For the Thiele moduli θ = (Fig. 4) region exists chrcterized by two unstble stedy sttes ( sddle nd the lower stedy stte) nd one stble stedy stte (the upper stedy stte). This is n interesting exmple of the existence of region of multiple stedy sttes with only one stble stedy stte. It follows from the bifurction digrm (Fig. ) tht with further increse in γ bove γ = the loci of the Hopf bifurction enter the region of multiple solutions, crossing the line of the limit points. Strting from the point t which the line of the Hopf bifurctions crosses tht of the

12 1 homoclinic bifurctions inside the region of multiple solutions, bsic chnge in the shpe of the solution digrm cn be seen (Fig. 6). Fig.6. Solution digrm: =, n = 1, β =,5, γ = 8,, Le = 1. stble stedy sttes, unstble stedy sttes, unstble limit cycle. Due to the smll distnce between the point of the Hopf bifurction nd the line of sddle points, the brnch of periodic solutions is unble to develop fully nd is lcking prt of the brnch with stble limit cycles. Therefore, upon meeting the sddle point it forms n unstble homoclinic orbit illustrted in the phse digrm (Fig. 7).

13 13 Fig.7. Phse digrm: =, n = 1, β =,5, γ = 8,, Le = 1, θ =, stble stedy stte, unstble stedy stte, trjectories. Consequently, the dynmic system shown in this digrm hs two stble stedy sttes (on both the upper nd the lower brnch of the stedy sttes), long with sddle point. The unstble homoclinic orbit plys here the role of closed seprtrix which divides the whole region into two subregions with different ttrctors (inside nd outside the homoclinic orbit). A further increse in the Thiele modulus leds to the brek-up of the homoclinic orbit nd the formtion of n unstble limit cycle surrounding stble stedy stte (Fig. 6). This cycle grdully diminishes nd finlly meets the Hopf bifurction point ( θ =.5437 ), thus destbilizing this stedy stte. For θ > two unstble stedy sttes exist in the region of multiple solutions ( sddle nd the lower stedy stte) long with single stble stte (the upper stedy stte), similrly s in Fig. 4. With n increse in γ the Hopf bifurction point, together with the homoclinic bifurction point, moves towrds the limit point (Fig. 1). When the meeting with the limit point (LP) occurs (this tkes plce t γ = 8. 55), the Hopf bifurction point disppers due to the so-clled double-zero singulrity. For Le = 5 the system (whose dynmics is illustrted in Figs 8-15) becomes by fr more complex thn tht nlysed previously, nd revels some dditionl interesting bifurction phenomen. It follows from the nlysis of the bifurction digrms (Figs 8 nd 9) tht for γ less thn 7.95 region of single stedy sttes exists in which two lines of the Hopf bifurction points occur. These lines define the rnges of the Thiele moduli ssocited with the fesible periodic solutions, similrly s in the previous cse.

14 14 Fig.8. Bifurction digrm: =, n = 1, β =,5, Le = 5. LP locus of limit points, HB locus of Hopf bifurction points, Hcl locus of homoclinic bifurction points. Fig.9. Bifurction digrm: enlrgement of prt of Fig. 8.

15 15 For γ equl to bout 7.94 region of multiple stedy sttes is formed entirely surrounded by stble limit cycle. Such system is illustrted in the solution digrm (Fig. 1) vlid for γ = Fig.1. Solution digrm: =, n = 1, β =,5, γ = 7,95, Le = 5. stble stedy sttes, unstble stedy sttes, stble limit cycles, unstble limit cycles. With n increse in γ the Hopf bifurction point, locted on the upper brnch of stedy sttes, moves towrds the upper limit point, while the Hopf bifurction point locted on the lower brnch of stedy sttes moves towrds the lower limit point. An importnt moment is tht when the limit cycle meets the lower limit point (due to the bove-mentioned shift of the upper point of the Hopf bifurction), nd then when the Hopf bifurction point enters the region of multiple solutions (which occurs t γ 7. 99). At this point, s cn be seen from the bifurction digrm (Fig. 9), homoclinic bifurction line is initited which, with incresing γ, is contined within the region of multiple stedy sttes. The solution digrm typicl of the rnge of γ = is shown in Fig. 11.

16 16 Fig.11. Solution digrm:, n = 1, β =,5, γ = 8,5, Le = 5 unstble stedy sttes, stble limit cycles, unstble limit cycles. =. stble stedy sttes, A more detiled illustrtion of the phenomenon of homoclinic bifurction over the bove rnge of the prmeter γ is given in the phse digrm for θ = (Fig. 1). Fig.1. Phse digrm: =, n = 1, β =,5, γ = 8,5, Le = 5, θ =, stble stedy stte, unstble stedy stte, trjectories.

17 17 The nlysis of this digrm revels the existence of lrge stble limit cycle, inside which n unstble homoclinic orbit is locted tht surrounds stble sttionry point. Outside the homoclinic orbit (obviously, over the region of the lrge stble limit cycle) n unstble sttionry point is situted. The system discussed hs therefore two ttrctors: stble limit cycle nd stble sttionry point inside the homoclinic orbit. The homoclinic orbit thus divides the region inside the stble limit cycle into two subregions. Over certin distnce the stble limit cycle nd the unstble homoclinic orbit run so close to one nother tht, bsed on the phse digrm (Fig. 1), one might hve the impression tht they hve merged ltogether which, obviously, does not tke plce. Similrly, the visible trjectory clerly tends towrds the stble sttionry point; this is fully corroborted by numericl clcultions. Around the vlue of γ (cf. Fig. 9) the Hopf bifurction point moving long the lower brnch of stedy sttes enters the region of multiple solutions, thus leding to the formtion of second line of the points of homoclinic bifurction inside this region. Consequently, in the solution digrm (Fig. 13) two homoclinic orbits form for the given vlues of the Thiele modulus. Fig.13. Solution digrm: =, n = 1, β =,5, γ = 8,175, Le = 5. stble stedy sttes, unstble stedy sttes, unstble limit cycles. A further increse in γ (Fig. 9) leds to the merger of the Hopf bifurction point locted on the upper brnch of stedy sttes with the upper limit point ( γ 8.37), to the disppernce of this point of the Hopf bifurction nd, finlly, to the disppernce of periodic solutions. On the other hnd, the Hopf bifurction point moving long the lower brnch of stedy sttes towrds the lower limit point genertes brnches of periodic solutions of the form illustrted in Fig. 14.

18 18 Fig.14. Solution digrm: =, n = 1, β =,5, γ = 8,3, Le = 5. stble stedy sttes, unstble stedy sttes, unstble limit cycles. The phse digrm (Fig. 15) corresponding to this solution digrm shows the system dynmics for θ =.597, i.e., for such vlue of the Thiele modulus for which homoclinic bifurction tkes plce.

19 19 Fig.15. Phse digrm: =, n = 1, β =,5, γ = 8,3, Le = 5, θ =, 597. stble stedy stte, unstble stedy stte, trjectories. In this digrm, prt from two stble stedy sttes n unstble homoclinic orbit cn be seen. The trjectory shown in this digrm psses outside the unstble homoclinic orbit nd pproches this orbit so closely tht it seems to glide long the orbit; then, fter covering certin distnce, it leves the orbit nd tends towrds the stble sttionry point. It follows from the nlysis of the solution digrms (Figs 11, 13 nd 14) nd the corresponding phse digrms (Figs 1 nd 15) tht the homoclinic orbits for the system studied re unstble. This is due to the fct tht the brnches of periodic solutions, which correspond to the subcriticl Hopf bifurction include only prt of the brnch contining unstble limit cycles s, before the prt of the brnch with the stble limit cycles becomes fully developed, it meets the sddle point to form homoclinic orbit. For γ 8 the Hopf bifurction point locted on the lower brnch of stedy sttes joins the limit point nd vnishes ltogether. 4. CONCLUSIONS The nlysis performed nd the simultions crried out in the present study revel the possibility of the occurrence of the homoclinic bifurction which forms homoclinic orbit during the phenomen tking plce in ctlyst pellet. A method is developed which mkes it possible to determine, in the bifurction digrm, the loci of the homoclinic bifurction (Hcl), together with the lines of the limit points (LP) nd the loci of the Hopf bifurction. It is clerly seen tht the formtion of the homoclinic bifurction depends upon the coexistence of periodic solutions nd the region of multiple stedy sttes nd, in prticulr,

20 upon the existence of the unstble brnch of stedy sttes with ll the chrcteristics of sddle points in the neighbourhood of the brnch of periodic solutions. It is only under these conditions tht the limit cycle cn join the sddle point to form the homoclinic orbit. Furthermore, the bifurction digrms define such set of prmeters for which homoclinic bifurctions cn pper. It is found tht two types of homoclinic orbits cn form, nmely, n unstble orbit nd semistble orbit. The unstble homoclinic orbit ppers s result of the merger between n unstble limit cycle nd sddle point nd surrounds the stble sttionry point. This orbit plys therefore the role of closed seprtrix, dividing the region of stte vribles in the phse digrm into two subregions with two ttrctors. Two stble sttionry points or stble sttionry point inside the orbit nd stble limit cycle outside the homoclinic orbit cn be these ttrctors. On the other hnd, the merger of stble limit cycle nd sddle point leds to the formtion of semistble homoclinic orbit which is stble on the inside nd unstble on the outside. The internl stbility of the orbit is due to the fct tht the orbit surrounds n unstble sttionry point. The bsence of stbility of the internl side of the homoclinic orbit would men tht the region inside the orbit does not hve ny ttrctor, which is impossible form the stndpoint of the principles of dynmics. A further highly interesting dynmic phenomenon is ssocited with the existence of semistble homoclinic orbit. The internl stbility of this orbit leds to the fct tht the trjectories originting from the region surrounded by the semistble homoclinic orbit tend to this orbit nd, consequently, to the unstble sddle point (obviously, fter n infinitely long time). A region of stte vribles is thus creted with specil property: the trjectories issuing from this region cn rech the unstble sttionry point phenomenon bsolutely impossible without the existence of the homoclinic orbit. It hs lso to be stressed tht ll the points of the Hopf bifurction determined in the present study re the points of subcriticl bifurction. This leds to the possibility of the occurrence, under strictly defined conditions, of unstble homoclinic orbits. NOTATION geometric fctor defining the shpe of the pellet ( =, slb; = 1, cylinder; =, sphere) αl Bi H = λe Biot number for het trnsfer kl Bi M = D Biot number for mss trnsport A e C concentrtion of species A, D e effective diffusivity, m s 1 kmol m E 1 ctivtion energy, kj kmol HB Hopf bifurction point Hcl homoclinic bifurction point H 1 het of rection, kj kmol k 1 mss trnsfer coefficient, m s L chrcteristic dimension of the pellet, m αl( + 1) Le = ( ρ c ) modified Lewis number k e λ e Le' = ( ρc) k De Lewis number LP limit point 3

21 1 n rection order 3 1 r( CA,T) rection rte, kmol m s ra ( ) ( CA,T) R y,z = dimensionless rte of rection ra ( CA,T ) T temperture, K t time, s V 3 volume of the pellet, m ρ x = ρ dimensionless coordinte in the pellet C A y = C A dimensionless concentrtion T z = dimensionless temperture T GREEK LETTERS α het trnsfer coefficient, W m ( H) D C Tλ e β( + 1) β = dimensionless prmeter Bi H ( n + 1) E γ = dimensionless ctivtion energy R g T e A β = dimensionless Prter number 1 φ n + 1 θ = modified Thiele modulus θ λ e + 1 = θ 1 exp γ 1 z K 1 trnsformed dimensionless temperture effective conductivity, W m 1 K ν stoichiometric coefficient ( ν = ) ( ρ c) k het cpcity of ctlyst, Det τ = dimensionless time L L r( CA,T ) φ = Thiele modulus D C e A SUBSCRIPTS 1 A 1 3 kj m K refers to conditions in bulk phse z refers to surfce conditions 1

22 REFERENCES [] Burghrdt A. nd Berezowski M., (1989). Anlysis of the structure of stedy-stte solutions for porous ctlyst pellet I. Determintion of prmeter regions with different bifurction digrms. Chemicl Engineering nd Processing, 6, [3] Burghrdt A. nd Berezowski M., (199). Anlysis of the structure of stedy-stte solutions for porous ctlyst pellet II. Determintion of ctstrophic sets. Chemicl Engineering nd Processing, 7, [4] Burghrdt A. nd Berezowski M., (199b). Anlysis of the structure of stedy-stte solutions for porous ctlyst pellet first order reversible rection. Chemicl Engineering Science, 45, [5] Burghrdt A. nd Berezowski M., (1991). Stbility nlysis of stedy-stte solutions for porous ctlytic pellets. Chemicl Engineering Science, 46, [6] Burghrdt A. nd Berezowski M., (1993). Stbility nlysis of stedy-stte solutions for porous ctlytic pellet: influence of the Lewis number. Chemicl Engineering Science, 48, [7] Burghrdt A. nd Berezowski M., (1997). Genertion of oscilltory solutions in porous ctlyst pellet. Chemicl Engineering Science, 5, [8] Doedel E.J., Chmpneys A.R., Firgrieve T.F., Kuznetsov Y.A., Snstede B. nd Wng X. Auto 97: Continution nd Bifurction Softwre for Ordinry Differentil Equtions. Technicl Report, Computtionl Mthemtics Lbortory, Concordi University, lso [9] Guckenheimer J. nd Holmes P., (1983). Nonliner Oscilltions, Dynmicl Systems nd Bifurctions of Vector Fields. Springer Verlg, New York, Berlin. [1] Hlvcek V., Kubiĉek M. nd Mrek M., (1969). Anlysis of nonsttionry het nd mss trnsfer in porous ctlyst. Prt I. Journl of Ctlysis, 15, [11] Hlvcek V., Kubiĉek M. nd Mrek M., (1969b). Anlysis of nonsttionry het nd mss trnsfer in porous ctlyst. Prt II. Journl of Ctlysis, 15, [1] Hu R., Blkotih V. nd Luss D., (1985). Multiplicity fetures of porous ctlytic pellets - I. Single zeroth order rection cse. Chemicl Engineering Science, 4, [13] Hu R., Blkotih V. nd Luss D., (1985b). Multiplicity fetures of porous ctlytic pellets II. Influence of rection order nd pellet geometry. Chemicl Engineering Science, 4, [14] Hu R., Blkotih V. nd Luss D., (1986). Multiplicity fetures of porous ctlytic pellets III. Uniqueness criteri for the lumped therml model. Chemicl Engineering Science, 41, [15] Kubiĉek M. nd Mrek M., (1983). Computtionl Methods in Bifurction Theory nd Dissiptive Structures. Springer Verlg, New York, Berlin. [16] Lee J.C.M., Pdmnbhn L. nd Lpidus L., (197). Stbility of n exothermic rection inside ctlyst pellet with externl trnsport limittions. Industril nd Engineering Chemistry Fundmentls, 11, [17] Luss D. nd Lee J.C.M., (1971). Stbility of n isotherml ctlytic rection with complex rection expression. Chemicl Engineering Science, 6, [18] Mncusi E., Merol G. nd Crescitelli S., (). Multiplicity nd hysteresis in n industril mmoni rector. Americn Institute of Chemicl Engineering Journl, 46, [19] Morud J.C. nd Skogestd S., (1998). Anlysis of instbility in n industril mmoni rector. Americn Institute of Chemicl Engineering Journl, 44, [] Ry W.H. nd Hstings S.P., (198). The influence of the Lewis number on the dynmics of chemiclly recting systems. Chemicl Engineering Science, 35,

23 3 [1] Song X., Schmidt L.D. nd Aris R., (1991). Stedy sttes nd oscilltions in homogeneous-heterogeneous rection systems. Chemicl Engineering Science, 46, [] Strogtz S.H., (1994). Nonliner Dynmics nd Chos. Addison-Wesley Publishing Compny, New York. [3] Subrmnin S. nd Blkotih V., (1996). Clssifiction of stedy stte nd dynmic behviour of distributed rector models. Chemicl Engineering Science, 51, [4] Thompson J.M.T. nd Stewrt H.B., (1993). Nonliner Dynmics nd Chos Geometricl Methods for Engineers nd Scientist. John Wiley nd Sons, New York. [5] Vn den Bosch B. nd Pdmnbhn L., (1974). Use of orthogonl colloction methods for modelling of ctlyst prticle II. Anlysis of stbility. Chemicl Engineering Science, 9, [6] Vleeschouver P.H.M., Grton R.T. nd Fortuin J.M.H., (199). Anlysis of limit cycles in n industril oxo rector. Chemicl Engineering Science, 47, [7] Wiggins S., (1988). Globl Bifurction nd Chos Anlyticl Methods. Applied Mthemticl Sciences, 73. Springer Verlg, New York, Berlin.

THE INTERVAL LATTICE BOLTZMANN METHOD FOR TRANSIENT HEAT TRANSFER IN A SILICON THIN FILM

THE INTERVAL LATTICE BOLTZMANN METHOD FOR TRANSIENT HEAT TRANSFER IN A SILICON THIN FILM ROMAI J., v.9, no.2(2013), 173 179 THE INTERVAL LATTICE BOLTZMANN METHOD FOR TRANSIENT HEAT TRANSFER IN A SILICON THIN FILM Alicj Piseck-Belkhyt, Ann Korczk Institute of Computtionl Mechnics nd Engineering,

More information

New Expansion and Infinite Series

New Expansion and Infinite Series Interntionl Mthemticl Forum, Vol. 9, 204, no. 22, 06-073 HIKARI Ltd, www.m-hikri.com http://dx.doi.org/0.2988/imf.204.4502 New Expnsion nd Infinite Series Diyun Zhng College of Computer Nnjing University

More information

Conservation Law. Chapter Goal. 5.2 Theory

Conservation Law. Chapter Goal. 5.2 Theory Chpter 5 Conservtion Lw 5.1 Gol Our long term gol is to understnd how mny mthemticl models re derived. We study how certin quntity chnges with time in given region (sptil domin). We first derive the very

More information

13: Diffusion in 2 Energy Groups

13: Diffusion in 2 Energy Groups 3: Diffusion in Energy Groups B. Rouben McMster University Course EP 4D3/6D3 Nucler Rector Anlysis (Rector Physics) 5 Sept.-Dec. 5 September Contents We study the diffusion eqution in two energy groups

More information

Travelling Profile Solutions For Nonlinear Degenerate Parabolic Equation And Contour Enhancement In Image Processing

Travelling Profile Solutions For Nonlinear Degenerate Parabolic Equation And Contour Enhancement In Image Processing Applied Mthemtics E-Notes 8(8) - c IN 67-5 Avilble free t mirror sites of http://www.mth.nthu.edu.tw/ men/ Trvelling Profile olutions For Nonliner Degenerte Prbolic Eqution And Contour Enhncement In Imge

More information

Ordinary differential equations

Ordinary differential equations Ordinry differentil equtions Introduction to Synthetic Biology E Nvrro A Montgud P Fernndez de Cordob JF Urchueguí Overview Introduction-Modelling Bsic concepts to understnd n ODE. Description nd properties

More information

Review of Calculus, cont d

Review of Calculus, cont d Jim Lmbers MAT 460 Fll Semester 2009-10 Lecture 3 Notes These notes correspond to Section 1.1 in the text. Review of Clculus, cont d Riemnn Sums nd the Definite Integrl There re mny cses in which some

More information

CBE 291b - Computation And Optimization For Engineers

CBE 291b - Computation And Optimization For Engineers The University of Western Ontrio Fculty of Engineering Science Deprtment of Chemicl nd Biochemicl Engineering CBE 9b - Computtion And Optimiztion For Engineers Mtlb Project Introduction Prof. A. Jutn Jn

More information

Entropy ISSN

Entropy ISSN Entropy 006, 8[], 50-6 50 Entropy ISSN 099-4300 www.mdpi.org/entropy/ ENTROPY GENERATION IN PRESSURE GRADIENT ASSISTED COUETTE FLOW WITH DIFFERENT THERMAL BOUNDARY CONDITIONS Abdul Aziz Deprtment of Mechnicl

More information

Improper Integrals, and Differential Equations

Improper Integrals, and Differential Equations Improper Integrls, nd Differentil Equtions October 22, 204 5.3 Improper Integrls Previously, we discussed how integrls correspond to res. More specificlly, we sid tht for function f(x), the region creted

More information

Math 1B, lecture 4: Error bounds for numerical methods

Math 1B, lecture 4: Error bounds for numerical methods Mth B, lecture 4: Error bounds for numericl methods Nthn Pflueger 4 September 0 Introduction The five numericl methods descried in the previous lecture ll operte by the sme principle: they pproximte the

More information

A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H. Thomas Shores Department of Mathematics University of Nebraska Spring 2007

A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H. Thomas Shores Department of Mathematics University of Nebraska Spring 2007 A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H Thoms Shores Deprtment of Mthemtics University of Nebrsk Spring 2007 Contents Rtes of Chnge nd Derivtives 1 Dierentils 4 Are nd Integrls 5 Multivrite Clculus

More information

The Wave Equation I. MA 436 Kurt Bryan

The Wave Equation I. MA 436 Kurt Bryan 1 Introduction The Wve Eqution I MA 436 Kurt Bryn Consider string stretching long the x xis, of indeterminte (or even infinite!) length. We wnt to derive n eqution which models the motion of the string

More information

THE EXISTENCE-UNIQUENESS THEOREM FOR FIRST-ORDER DIFFERENTIAL EQUATIONS.

THE EXISTENCE-UNIQUENESS THEOREM FOR FIRST-ORDER DIFFERENTIAL EQUATIONS. THE EXISTENCE-UNIQUENESS THEOREM FOR FIRST-ORDER DIFFERENTIAL EQUATIONS RADON ROSBOROUGH https://intuitiveexplntionscom/picrd-lindelof-theorem/ This document is proof of the existence-uniqueness theorem

More information

Chaos in drive systems

Chaos in drive systems Applied nd Computtionl Mechnics 1 (2007) 121-126 Chos in drive systems Ctird Krtochvíl, Mrtin Houfek, Josef Koláčný b, Romn Kříž b, Lubomír Houfek,*, Jiří Krejs Institute of Thermomechnics, brnch Brno,

More information

Properties of Integrals, Indefinite Integrals. Goals: Definition of the Definite Integral Integral Calculations using Antiderivatives

Properties of Integrals, Indefinite Integrals. Goals: Definition of the Definite Integral Integral Calculations using Antiderivatives Block #6: Properties of Integrls, Indefinite Integrls Gols: Definition of the Definite Integrl Integrl Clcultions using Antiderivtives Properties of Integrls The Indefinite Integrl 1 Riemnn Sums - 1 Riemnn

More information

State space systems analysis (continued) Stability. A. Definitions A system is said to be Asymptotically Stable (AS) when it satisfies

State space systems analysis (continued) Stability. A. Definitions A system is said to be Asymptotically Stable (AS) when it satisfies Stte spce systems nlysis (continued) Stbility A. Definitions A system is sid to be Asymptoticlly Stble (AS) when it stisfies ut () = 0, t > 0 lim xt () 0. t A system is AS if nd only if the impulse response

More information

The Riemann-Lebesgue Lemma

The Riemann-Lebesgue Lemma Physics 215 Winter 218 The Riemnn-Lebesgue Lemm The Riemnn Lebesgue Lemm is one of the most importnt results of Fourier nlysis nd symptotic nlysis. It hs mny physics pplictions, especilly in studies of

More information

7.2 The Definite Integral

7.2 The Definite Integral 7.2 The Definite Integrl the definite integrl In the previous section, it ws found tht if function f is continuous nd nonnegtive, then the re under the grph of f on [, b] is given by F (b) F (), where

More information

BIFURCATIONS IN ONE-DIMENSIONAL DISCRETE SYSTEMS

BIFURCATIONS IN ONE-DIMENSIONAL DISCRETE SYSTEMS BIFRCATIONS IN ONE-DIMENSIONAL DISCRETE SYSTEMS FRANCESCA AICARDI In this lesson we will study the simplest dynmicl systems. We will see, however, tht even in this cse the scenrio of different possible

More information

Linear and Non-linear Feedback Control Strategies for a 4D Hyperchaotic System

Linear and Non-linear Feedback Control Strategies for a 4D Hyperchaotic System Pure nd Applied Mthemtics Journl 017; 6(1): 5-13 http://www.sciencepublishinggroup.com/j/pmj doi: 10.11648/j.pmj.0170601.1 ISSN: 36-9790 (Print); ISSN: 36-981 (Online) Liner nd Non-liner Feedbck Control

More information

APPROXIMATE LIMIT CYCLES FOR THE RAYLEIGH MODEL

APPROXIMATE LIMIT CYCLES FOR THE RAYLEIGH MODEL ROMAI J, 4, 228, 73 8 APPROXIMATE LIMIT CYCLES FOR THE RAYLEIGH MODEL Adelin Georgescu, Petre Băzăvn, Mihel Sterpu Acdemy of Romnin Scientists, Buchrest Deprtment of Mthemtics nd Computer Science, University

More information

Advanced Calculus: MATH 410 Notes on Integrals and Integrability Professor David Levermore 17 October 2004

Advanced Calculus: MATH 410 Notes on Integrals and Integrability Professor David Levermore 17 October 2004 Advnced Clculus: MATH 410 Notes on Integrls nd Integrbility Professor Dvid Levermore 17 October 2004 1. Definite Integrls In this section we revisit the definite integrl tht you were introduced to when

More information

Studies on Nuclear Fuel Rod Thermal Performance

Studies on Nuclear Fuel Rod Thermal Performance Avilble online t www.sciencedirect.com Energy Procedi 1 (1) 1 17 Studies on Nucler Fuel od herml Performnce Eskndri, M.1; Bvndi, A ; Mihndoost, A3* 1 Deprtment of Physics, Islmic Azd University, Shirz

More information

Method of Localisation and Controlled Ejection of Swarms of Likely Charged Particles

Method of Localisation and Controlled Ejection of Swarms of Likely Charged Particles Method of Loclistion nd Controlled Ejection of Swrms of Likely Chrged Prticles I. N. Tukev July 3, 17 Astrct This work considers Coulom forces cting on chrged point prticle locted etween the two coxil,

More information

Calculus of Variations

Calculus of Variations Clculus of Vritions Com S 477/577 Notes) Yn-Bin Ji Dec 4, 2017 1 Introduction A functionl ssigns rel number to ech function or curve) in some clss. One might sy tht functionl is function of nother function

More information

The Predom module. Predom calculates and plots isothermal 1-, 2- and 3-metal predominance area diagrams. Predom accesses only compound databases.

The Predom module. Predom calculates and plots isothermal 1-, 2- and 3-metal predominance area diagrams. Predom accesses only compound databases. Section 1 Section 2 The module clcultes nd plots isotherml 1-, 2- nd 3-metl predominnce re digrms. ccesses only compound dtbses. Tble of Contents Tble of Contents Opening the module Section 3 Stoichiometric

More information

Math 124A October 04, 2011

Math 124A October 04, 2011 Mth 4A October 04, 0 Viktor Grigoryn 4 Vibrtions nd het flow In this lecture we will derive the wve nd het equtions from physicl principles. These re second order constnt coefficient liner PEs, which model

More information

1.9 C 2 inner variations

1.9 C 2 inner variations 46 CHAPTER 1. INDIRECT METHODS 1.9 C 2 inner vritions So fr, we hve restricted ttention to liner vritions. These re vritions of the form vx; ǫ = ux + ǫφx where φ is in some liner perturbtion clss P, for

More information

CHM Physical Chemistry I Chapter 1 - Supplementary Material

CHM Physical Chemistry I Chapter 1 - Supplementary Material CHM 3410 - Physicl Chemistry I Chpter 1 - Supplementry Mteril For review of some bsic concepts in mth, see Atkins "Mthemticl Bckground 1 (pp 59-6), nd "Mthemticl Bckground " (pp 109-111). 1. Derivtion

More information

Module 2: Rate Law & Stoichiomtery (Chapter 3, Fogler)

Module 2: Rate Law & Stoichiomtery (Chapter 3, Fogler) CHE 309: Chemicl Rection Engineering Lecture-8 Module 2: Rte Lw & Stoichiomtery (Chpter 3, Fogler) Topics to be covered in tody s lecture Thermodynmics nd Kinetics Rection rtes for reversible rections

More information

5.7 Improper Integrals

5.7 Improper Integrals 458 pplictions of definite integrls 5.7 Improper Integrls In Section 5.4, we computed the work required to lift pylod of mss m from the surfce of moon of mss nd rdius R to height H bove the surfce of the

More information

NUMERICAL INTEGRATION. The inverse process to differentiation in calculus is integration. Mathematically, integration is represented by.

NUMERICAL INTEGRATION. The inverse process to differentiation in calculus is integration. Mathematically, integration is represented by. NUMERICAL INTEGRATION 1 Introduction The inverse process to differentition in clculus is integrtion. Mthemticlly, integrtion is represented by f(x) dx which stnds for the integrl of the function f(x) with

More information

3 Conservation Laws, Constitutive Relations, and Some Classical PDEs

3 Conservation Laws, Constitutive Relations, and Some Classical PDEs 3 Conservtion Lws, Constitutive Reltions, nd Some Clssicl PDEs As topic between the introduction of PDEs nd strting to consider wys to solve them, this section introduces conservtion of mss nd its differentil

More information

Heat flux and total heat

Heat flux and total heat Het flux nd totl het John McCun Mrch 14, 2017 1 Introduction Yesterdy (if I remember correctly) Ms. Prsd sked me question bout the condition of insulted boundry for the 1D het eqution, nd (bsed on glnce

More information

Freely propagating jet

Freely propagating jet Freely propgting jet Introduction Gseous rectnts re frequently introduced into combustion chmbers s jets. Chemicl, therml nd flow processes tht re tking plce in the jets re so complex tht nlyticl description

More information

Terminal Velocity and Raindrop Growth

Terminal Velocity and Raindrop Growth Terminl Velocity nd Rindrop Growth Terminl velocity for rindrop represents blnce in which weight mss times grvity is equl to drg force. F 3 π3 ρ L g in which is drop rdius, g is grvittionl ccelertion,

More information

Classical Mechanics. From Molecular to Con/nuum Physics I WS 11/12 Emiliano Ippoli/ October, 2011

Classical Mechanics. From Molecular to Con/nuum Physics I WS 11/12 Emiliano Ippoli/ October, 2011 Clssicl Mechnics From Moleculr to Con/nuum Physics I WS 11/12 Emilino Ippoli/ October, 2011 Wednesdy, October 12, 2011 Review Mthemtics... Physics Bsic thermodynmics Temperture, idel gs, kinetic gs theory,

More information

Remark on boundary value problems arising in Ginzburg-Landau theory

Remark on boundary value problems arising in Ginzburg-Landau theory Remrk on boundry vlue problems rising in Ginzburg-Lndu theory ANITA KIRICHUKA Dugvpils University Vienibs Street 13, LV-541 Dugvpils LATVIA nit.kiricuk@du.lv FELIX SADYRBAEV University of Ltvi Institute

More information

x = b a N. (13-1) The set of points used to subdivide the range [a, b] (see Fig. 13.1) is

x = b a N. (13-1) The set of points used to subdivide the range [a, b] (see Fig. 13.1) is Jnury 28, 2002 13. The Integrl The concept of integrtion, nd the motivtion for developing this concept, were described in the previous chpter. Now we must define the integrl, crefully nd completely. According

More information

1 Bending of a beam with a rectangular section

1 Bending of a beam with a rectangular section 1 Bending of bem with rectngulr section x3 Episseur b M x 2 x x 1 2h M Figure 1 : Geometry of the bem nd pplied lod The bem in figure 1 hs rectngur section (thickness 2h, width b. The pplied lod is pure

More information

Unit #9 : Definite Integral Properties; Fundamental Theorem of Calculus

Unit #9 : Definite Integral Properties; Fundamental Theorem of Calculus Unit #9 : Definite Integrl Properties; Fundmentl Theorem of Clculus Gols: Identify properties of definite integrls Define odd nd even functions, nd reltionship to integrl vlues Introduce the Fundmentl

More information

Chapter 4 Contravariance, Covariance, and Spacetime Diagrams

Chapter 4 Contravariance, Covariance, and Spacetime Diagrams Chpter 4 Contrvrince, Covrince, nd Spcetime Digrms 4. The Components of Vector in Skewed Coordintes We hve seen in Chpter 3; figure 3.9, tht in order to show inertil motion tht is consistent with the Lorentz

More information

MAC-solutions of the nonexistent solutions of mathematical physics

MAC-solutions of the nonexistent solutions of mathematical physics Proceedings of the 4th WSEAS Interntionl Conference on Finite Differences - Finite Elements - Finite Volumes - Boundry Elements MAC-solutions of the nonexistent solutions of mthemticl physics IGO NEYGEBAUE

More information

INTERACTION BETWEEN THE NUCLEONS IN THE ATOMIC NUCLEUS. By Nesho Kolev Neshev

INTERACTION BETWEEN THE NUCLEONS IN THE ATOMIC NUCLEUS. By Nesho Kolev Neshev INTERACTION BETWEEN THE NUCLEONS IN THE ATOMIC NUCLEUS By Nesho Kolev Neshev It is known tht between the nucleons in the tomic nucleus there re forces with fr greter mgnitude in comprison to the electrosttic

More information

Pressure Wave Analysis of a Cylindrical Drum

Pressure Wave Analysis of a Cylindrical Drum Pressure Wve Anlysis of Cylindricl Drum Chris Clrk, Brin Anderson, Brin Thoms, nd Josh Symonds Deprtment of Mthemtics The University of Rochester, Rochester, NY 4627 (Dted: December, 24 In this pper, hypotheticl

More information

Factors affecting the phonation threshold pressure and frequency

Factors affecting the phonation threshold pressure and frequency 3SC Fctors ffecting the phontion threshold pressure nd frequency Zhoyn Zhng School of Medicine, University of Cliforni Los Angeles, CA, USA My, 9 57 th ASA Meeting, Portlnd, Oregon Acknowledgment: Reserch

More information

8 Laplace s Method and Local Limit Theorems

8 Laplace s Method and Local Limit Theorems 8 Lplce s Method nd Locl Limit Theorems 8. Fourier Anlysis in Higher DImensions Most of the theorems of Fourier nlysis tht we hve proved hve nturl generliztions to higher dimensions, nd these cn be proved

More information

63. Representation of functions as power series Consider a power series. ( 1) n x 2n for all 1 < x < 1

63. Representation of functions as power series Consider a power series. ( 1) n x 2n for all 1 < x < 1 3 9. SEQUENCES AND SERIES 63. Representtion of functions s power series Consider power series x 2 + x 4 x 6 + x 8 + = ( ) n x 2n It is geometric series with q = x 2 nd therefore it converges for ll q =

More information

DISTRIBUTION OF SUB AND SUPER HARMONIC SOLUTION OF MATHIEU EQUATION WITHIN STABLE ZONES

DISTRIBUTION OF SUB AND SUPER HARMONIC SOLUTION OF MATHIEU EQUATION WITHIN STABLE ZONES Fifth ASME Interntionl Conference on Multibody Systems, Nonliner Dynmics nd Control Symposium on Dynmics nd Control of Time-Vrying nd Time-Dely Systems nd Structures September 2-2, 05, Long Bech, Cliforni,

More information

Conservation Law. Chapter Goal. 6.2 Theory

Conservation Law. Chapter Goal. 6.2 Theory Chpter 6 Conservtion Lw 6.1 Gol Our long term gol is to unerstn how mthemticl moels re erive. Here, we will stuy how certin quntity chnges with time in given region (sptil omin). We then first erive the

More information

The Active Universe. 1 Active Motion

The Active Universe. 1 Active Motion The Active Universe Alexnder Glück, Helmuth Hüffel, Sš Ilijić, Gerld Kelnhofer Fculty of Physics, University of Vienn helmuth.hueffel@univie.c.t Deprtment of Physics, FER, University of Zgreb ss.ilijic@fer.hr

More information

Lecture 13 - Linking E, ϕ, and ρ

Lecture 13 - Linking E, ϕ, and ρ Lecture 13 - Linking E, ϕ, nd ρ A Puzzle... Inner-Surfce Chrge Density A positive point chrge q is locted off-center inside neutrl conducting sphericl shell. We know from Guss s lw tht the totl chrge on

More information

Partial Derivatives. Limits. For a single variable function f (x), the limit lim

Partial Derivatives. Limits. For a single variable function f (x), the limit lim Limits Prtil Derivtives For single vrible function f (x), the limit lim x f (x) exists only if the right-hnd side limit equls to the left-hnd side limit, i.e., lim f (x) = lim f (x). x x + For two vribles

More information

Physics 116C Solution of inhomogeneous ordinary differential equations using Green s functions

Physics 116C Solution of inhomogeneous ordinary differential equations using Green s functions Physics 6C Solution of inhomogeneous ordinry differentil equtions using Green s functions Peter Young November 5, 29 Homogeneous Equtions We hve studied, especilly in long HW problem, second order liner

More information

Dynamics of an Inertially Driven Robot

Dynamics of an Inertially Driven Robot Vibrtions in Physicl Systems 018, 9, 01803 (1 of 9) Dynmics of n Inertilly Driven Robot Pweł FRITZKOWSKI Institute of Applied Mechnics, Poznn University of Technology, ul. Jn Pwł II 4, 60-965 Poznn, pwel.itzkowski@put.poznn.pl

More information

First Law of Thermodynamics. Control Mass (Closed System) Conservation of Mass. Conservation of Energy

First Law of Thermodynamics. Control Mass (Closed System) Conservation of Mass. Conservation of Energy First w of hermodynmics Reding Problems 3-3-7 3-0, 3-5, 3-05 5-5- 5-8, 5-5, 5-9, 5-37, 5-0, 5-, 5-63, 5-7, 5-8, 5-09 6-6-5 6-, 6-5, 6-60, 6-80, 6-9, 6-, 6-68, 6-73 Control Mss (Closed System) In this section

More information

CMDA 4604: Intermediate Topics in Mathematical Modeling Lecture 19: Interpolation and Quadrature

CMDA 4604: Intermediate Topics in Mathematical Modeling Lecture 19: Interpolation and Quadrature CMDA 4604: Intermedite Topics in Mthemticl Modeling Lecture 19: Interpoltion nd Qudrture In this lecture we mke brief diversion into the res of interpoltion nd qudrture. Given function f C[, b], we sy

More information

Jack Simons, Henry Eyring Scientist and Professor Chemistry Department University of Utah

Jack Simons, Henry Eyring Scientist and Professor Chemistry Department University of Utah 1. Born-Oppenheimer pprox.- energy surfces 2. Men-field (Hrtree-Fock) theory- orbitls 3. Pros nd cons of HF- RHF, UHF 4. Beyond HF- why? 5. First, one usully does HF-how? 6. Bsis sets nd nottions 7. MPn,

More information

Euler, Ioachimescu and the trapezium rule. G.J.O. Jameson (Math. Gazette 96 (2012), )

Euler, Ioachimescu and the trapezium rule. G.J.O. Jameson (Math. Gazette 96 (2012), ) Euler, Iochimescu nd the trpezium rule G.J.O. Jmeson (Mth. Gzette 96 (0), 36 4) The following results were estblished in recent Gzette rticle [, Theorems, 3, 4]. Given > 0 nd 0 < s

More information

The Basic Functional 2 1

The Basic Functional 2 1 2 The Bsic Functionl 2 1 Chpter 2: THE BASIC FUNCTIONAL TABLE OF CONTENTS Pge 2.1 Introduction..................... 2 3 2.2 The First Vrition.................. 2 3 2.3 The Euler Eqution..................

More information

On the Linear Stability of Compound Capillary Jets

On the Linear Stability of Compound Capillary Jets ILASS Americs, th Annul Conference on Liquid Atomiztion nd Spry Systems, Chicgo, IL, My 7 On the Liner Stbility of Compound Cpillry Jets Mksud (Mx) Ismilov, Stephen D Heister School of Aeronutics nd Astronutics,

More information

Review of basic calculus

Review of basic calculus Review of bsic clculus This brief review reclls some of the most importnt concepts, definitions, nd theorems from bsic clculus. It is not intended to tech bsic clculus from scrtch. If ny of the items below

More information

Week 10: Line Integrals

Week 10: Line Integrals Week 10: Line Integrls Introduction In this finl week we return to prmetrised curves nd consider integrtion long such curves. We lredy sw this in Week 2 when we integrted long curve to find its length.

More information

Lyapunov function for cosmological dynamical system

Lyapunov function for cosmological dynamical system Demonstr. Mth. 207; 50: 5 55 Demonstrtio Mthemtic Open Access Reserch Article Mrek Szydłowski* nd Adm Krwiec Lypunov function for cosmologicl dynmicl system DOI 0.55/dem-207-0005 Received My 8, 206; ccepted

More information

Probability Distributions for Gradient Directions in Uncertain 3D Scalar Fields

Probability Distributions for Gradient Directions in Uncertain 3D Scalar Fields Technicl Report 7.8. Technische Universität München Probbility Distributions for Grdient Directions in Uncertin 3D Sclr Fields Tobis Pfffelmoser, Mihel Mihi, nd Rüdiger Westermnn Computer Grphics nd Visuliztion

More information

P 3 (x) = f(0) + f (0)x + f (0) 2. x 2 + f (0) . In the problem set, you are asked to show, in general, the n th order term is a n = f (n) (0)

P 3 (x) = f(0) + f (0)x + f (0) 2. x 2 + f (0) . In the problem set, you are asked to show, in general, the n th order term is a n = f (n) (0) 1 Tylor polynomils In Section 3.5, we discussed how to pproximte function f(x) round point in terms of its first derivtive f (x) evluted t, tht is using the liner pproximtion f() + f ()(x ). We clled this

More information

Consequently, the temperature must be the same at each point in the cross section at x. Let:

Consequently, the temperature must be the same at each point in the cross section at x. Let: HW 2 Comments: L1-3. Derive the het eqution for n inhomogeneous rod where the therml coefficients used in the derivtion of the het eqution for homogeneous rod now become functions of position x in the

More information

The Regulated and Riemann Integrals

The Regulated and Riemann Integrals Chpter 1 The Regulted nd Riemnn Integrls 1.1 Introduction We will consider severl different pproches to defining the definite integrl f(x) dx of function f(x). These definitions will ll ssign the sme vlue

More information

Math& 152 Section Integration by Parts

Math& 152 Section Integration by Parts Mth& 5 Section 7. - Integrtion by Prts Integrtion by prts is rule tht trnsforms the integrl of the product of two functions into other (idelly simpler) integrls. Recll from Clculus I tht given two differentible

More information

Numerical Integration

Numerical Integration Chpter 5 Numericl Integrtion Numericl integrtion is the study of how the numericl vlue of n integrl cn be found. Methods of function pproximtion discussed in Chpter??, i.e., function pproximtion vi the

More information

and that at t = 0 the object is at position 5. Find the position of the object at t = 2.

and that at t = 0 the object is at position 5. Find the position of the object at t = 2. 7.2 The Fundmentl Theorem of Clculus 49 re mny, mny problems tht pper much different on the surfce but tht turn out to be the sme s these problems, in the sense tht when we try to pproimte solutions we

More information

Physics 201 Lab 3: Measurement of Earth s local gravitational field I Data Acquisition and Preliminary Analysis Dr. Timothy C. Black Summer I, 2018

Physics 201 Lab 3: Measurement of Earth s local gravitational field I Data Acquisition and Preliminary Analysis Dr. Timothy C. Black Summer I, 2018 Physics 201 Lb 3: Mesurement of Erth s locl grvittionl field I Dt Acquisition nd Preliminry Anlysis Dr. Timothy C. Blck Summer I, 2018 Theoreticl Discussion Grvity is one of the four known fundmentl forces.

More information

STEP FUNCTIONS, DELTA FUNCTIONS, AND THE VARIATION OF PARAMETERS FORMULA. 0 if t < 0, 1 if t > 0.

STEP FUNCTIONS, DELTA FUNCTIONS, AND THE VARIATION OF PARAMETERS FORMULA. 0 if t < 0, 1 if t > 0. STEP FUNCTIONS, DELTA FUNCTIONS, AND THE VARIATION OF PARAMETERS FORMULA STEPHEN SCHECTER. The unit step function nd piecewise continuous functions The Heviside unit step function u(t) is given by if t

More information

Definition of Continuity: The function f(x) is continuous at x = a if f(a) exists and lim

Definition of Continuity: The function f(x) is continuous at x = a if f(a) exists and lim Mth 9 Course Summry/Study Guide Fll, 2005 [1] Limits Definition of Limit: We sy tht L is the limit of f(x) s x pproches if f(x) gets closer nd closer to L s x gets closer nd closer to. We write lim f(x)

More information

The Moving Center of Mass of a Leaking Bob

The Moving Center of Mass of a Leaking Bob The Moving Center of Mss of Leking Bob rxiv:1002.956v1 [physics.pop-ph] 21 Feb 2010 P. Arun Deprtment of Electronics, S.G.T.B. Khls College University of Delhi, Delhi 110 007, Indi. Februry 2, 2010 Abstrct

More information

Riemann Sums and Riemann Integrals

Riemann Sums and Riemann Integrals Riemnn Sums nd Riemnn Integrls Jmes K. Peterson Deprtment of Biologicl Sciences nd Deprtment of Mthemticl Sciences Clemson University August 26, 2013 Outline 1 Riemnn Sums 2 Riemnn Integrls 3 Properties

More information

221A Lecture Notes WKB Method

221A Lecture Notes WKB Method A Lecture Notes WKB Method Hmilton Jcobi Eqution We strt from the Schrödinger eqution for single prticle in potentil i h t ψ x, t = [ ] h m + V x ψ x, t. We cn rewrite this eqution by using ψ x, t = e

More information

Time delay in a basic model of the immune response

Time delay in a basic model of the immune response Chos, Solitons nd Frctls 12 (2001) 483±489 www.elsevier.nl/locte/chos Time dely in bsic model of the immune response N. Buric, M. Mudrinic, N. Vsovic * Deprtment of Physics, Fculty of Phrmcy, Vojvode Stepe

More information

1 Probability Density Functions

1 Probability Density Functions Lis Yn CS 9 Continuous Distributions Lecture Notes #9 July 6, 28 Bsed on chpter by Chris Piech So fr, ll rndom vribles we hve seen hve been discrete. In ll the cses we hve seen in CS 9, this ment tht our

More information

5.3 Nonlinear stability of Rayleigh-Bénard convection

5.3 Nonlinear stability of Rayleigh-Bénard convection 118 5.3 Nonliner stbility of Ryleigh-Bénrd convection In Chpter 1, we sw tht liner stbility only tells us whether system is stble or unstble to infinitesimlly-smll perturbtions, nd tht there re cses in

More information

1 The Lagrange interpolation formula

1 The Lagrange interpolation formula Notes on Qudrture 1 The Lgrnge interpoltion formul We briefly recll the Lgrnge interpoltion formul. The strting point is collection of N + 1 rel points (x 0, y 0 ), (x 1, y 1 ),..., (x N, y N ), with x

More information

Introduction to the Calculus of Variations

Introduction to the Calculus of Variations Introduction to the Clculus of Vritions Jim Fischer Mrch 20, 1999 Abstrct This is self-contined pper which introduces fundmentl problem in the clculus of vritions, the problem of finding extreme vlues

More information

Jim Lambers MAT 169 Fall Semester Lecture 4 Notes

Jim Lambers MAT 169 Fall Semester Lecture 4 Notes Jim Lmbers MAT 169 Fll Semester 2009-10 Lecture 4 Notes These notes correspond to Section 8.2 in the text. Series Wht is Series? An infinte series, usully referred to simply s series, is n sum of ll of

More information

221B Lecture Notes WKB Method

221B Lecture Notes WKB Method Clssicl Limit B Lecture Notes WKB Method Hmilton Jcobi Eqution We strt from the Schrödinger eqution for single prticle in potentil i h t ψ x, t = [ ] h m + V x ψ x, t. We cn rewrite this eqution by using

More information

Math 113 Exam 1-Review

Math 113 Exam 1-Review Mth 113 Exm 1-Review September 26, 2016 Exm 1 covers 6.1-7.3 in the textbook. It is dvisble to lso review the mteril from 5.3 nd 5.5 s this will be helpful in solving some of the problems. 6.1 Are Between

More information

Separation of Variables in Linear PDE

Separation of Variables in Linear PDE Seprtion of Vribles in Liner PDE Now we pply the theory of Hilbert spces to liner differentil equtions with prtil derivtives (PDE). We strt with prticulr exmple, the one-dimensionl (1D) wve eqution 2 u

More information

APPLICATIONS OF A NOVEL INTEGRAL TRANSFORM TO THE CONVECTION-DISPERSION EQUATIONS

APPLICATIONS OF A NOVEL INTEGRAL TRANSFORM TO THE CONVECTION-DISPERSION EQUATIONS S33 APPLICATIONS OF A NOVEL INTEGRAL TRANSFORM TO THE CONVECTION-DISPERSION EQUATIONS by Xin LIANG, Gunnn LIU b*, nd Shnjie SU Stte Key Lbortory for Geomechnics nd Deep Underground Engineering, Chin University

More information

Riemann Sums and Riemann Integrals

Riemann Sums and Riemann Integrals Riemnn Sums nd Riemnn Integrls Jmes K. Peterson Deprtment of Biologicl Sciences nd Deprtment of Mthemticl Sciences Clemson University August 26, 203 Outline Riemnn Sums Riemnn Integrls Properties Abstrct

More information

4. Calculus of Variations

4. Calculus of Variations 4. Clculus of Vritions Introduction - Typicl Problems The clculus of vritions generlises the theory of mxim nd minim. Exmple (): Shortest distnce between two points. On given surfce (e.g. plne), nd the

More information

HT Module 2 Paper solution. Module 2. Q6.Discuss Electrical analogy of combined heat conduction and convection in a composite wall.

HT Module 2 Paper solution. Module 2. Q6.Discuss Electrical analogy of combined heat conduction and convection in a composite wall. HT Module 2 Pper solution Qulity Solutions wwwqulitytutorilin Module 2 Q6Discuss Electricl nlogy of combined het conduction nd convection in composite wll M-16-Q1(c)-5m Ans: It is frequently convient to

More information

UNIVERSITY OF MALTA DEPARTMENT OF CHEMISTRY. CH237 - Chemical Thermodynamics and Kinetics. Tutorial Sheet VIII

UNIVERSITY OF MALTA DEPARTMENT OF CHEMISTRY. CH237 - Chemical Thermodynamics and Kinetics. Tutorial Sheet VIII UNIVERSITY OF MALTA DEPARTMENT OF CHEMISTRY CH237 - Chemicl Thermodynmics nd Kinetics Tutoril Sheet VIII 1 () (i) The rte of the rection A + 2B 3C + D ws reported s 1.0 mol L -1 s -1. Stte the rtes of

More information

Intro to Nuclear and Particle Physics (5110)

Intro to Nuclear and Particle Physics (5110) Intro to Nucler nd Prticle Physics (5110) Feb, 009 The Nucler Mss Spectrum The Liquid Drop Model //009 1 E(MeV) n n(n-1)/ E/[ n(n-1)/] (MeV/pir) 1 C 16 O 0 Ne 4 Mg 7.7 14.44 19.17 8.48 4 5 6 6 10 15.4.41

More information

CHEMICAL KINETICS

CHEMICAL KINETICS CHEMICAL KINETICS Long Answer Questions: 1. Explin the following terms with suitble exmples ) Averge rte of Rection b) Slow nd Fst Rections c) Order of Rection d) Moleculrity of Rection e) Activtion Energy

More information

Synoptic Meteorology I: Finite Differences September Partial Derivatives (or, Why Do We Care About Finite Differences?

Synoptic Meteorology I: Finite Differences September Partial Derivatives (or, Why Do We Care About Finite Differences? Synoptic Meteorology I: Finite Differences 16-18 September 2014 Prtil Derivtives (or, Why Do We Cre About Finite Differences?) With the exception of the idel gs lw, the equtions tht govern the evolution

More information

ENGINEERING FOR RURAL DEVELOPMENT Jelgava,

ENGINEERING FOR RURAL DEVELOPMENT Jelgava, RESERCH IN LOL DYNMICS O DUIN-TYPE OSCILLTOR Y METHOD O COMPLETE IURCTION NLYSIS Ris Smirnov, Jurij Ivnov, Vldimir Nikishin Rig Technicl University, Ltvi rj@df.rtu.lv, ijm@df.rtu.lv, nikis@df.rtu.lv strct.

More information

Chapter H1: Introduction, Heat Equation

Chapter H1: Introduction, Heat Equation Nme Due Dte: Problems re collected on Wednesdy. Mth 3150 Problems Hbermn Chpter H1 Submitted work. Plese submit one stpled pckge per problem set. Lbel ech problem with its corresponding problem number,

More information

Fundamentals of Analytical Chemistry

Fundamentals of Analytical Chemistry Homework Fundmentls of nlyticl hemistry hpter 9 0, 1, 5, 7, 9 cids, Bses, nd hpter 9(b) Definitions cid Releses H ions in wter (rrhenius) Proton donor (Bronsted( Lowry) Electron-pir cceptor (Lewis) hrcteristic

More information

Section 6.1 INTRO to LAPLACE TRANSFORMS

Section 6.1 INTRO to LAPLACE TRANSFORMS Section 6. INTRO to LAPLACE TRANSFORMS Key terms: Improper Integrl; diverge, converge A A f(t)dt lim f(t)dt Piecewise Continuous Function; jump discontinuity Function of Exponentil Order Lplce Trnsform

More information

Summarizing Remarks λ λ λ. : equilibrium geometry

Summarizing Remarks λ λ λ. : equilibrium geometry 112 Summrizing Remrks... 112 Summrizing Remrks The theory underlying chemicl processes, in prticulr chemicl equilibrium is mture science. The bsis of the edifice is Quntum Mechnics! For prticulr volume

More information