CHAPTER 2 TORSIONAL VIBRATIONS

Size: px
Start display at page:

Download "CHAPTER 2 TORSIONAL VIBRATIONS"

Transcription

1 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) CHAPTE TOSONAL VBATONS Torsioal vibraios is redomia wheever here is large discs o relaively hi shafs (e.g. flywheel of a uch ress). Torsioal vibraios may origial from he followig forcigs (i) ieria forces of recirocaig mechaisms (such as isos i C egies) (ii) imulsive loads occurrig durig a ormal machie cycle (e.g. durig oeraios of a uch ress) (iii) shock loads alied o elecrical machiery (such as a geeraor lie faul followed by faul removal ad auomaic closure) (iv) orques relaed o gear mesh frequecies, urbie blade assig frequecies, ec. For machies havig massive roors ad flexible shafs (where he sysem aural frequecies of orsioal vibraios may be close o, or wihi, he source frequecy rage durig ormal oeraio) orsioal vibraios cosiue a oeial desig roblem area. such cases desigers should esure he accurae redicio of machie orsioal frequecies ad frequecies of ay orsioal load flucuaios should o coicide wih he orsioal aural frequecies. Hece, he deermiaio of orsioal aural frequecies of he sysem is very imora.. Simle Sysem wih Sigle oor Mass Cosider a roor sysem as show Figure.(a). The shaf is cosidered as massless ad i rovides orsioal siffess oly. The disc is cosidered as rigid ad has o flexibiliy. f a iiial disurbace is give o he disc i he orsioal mode ad allow i o oscillae is ow, i will execue he free vibraios as show i Figure.. shows ha roor is siig wih a omial seed of ad excuig orsioal vibraios, θ(), due o his i has acual seed of ( + θ()). should be oed ha he siig seed remais same however agular velociy due o orsio have varyig direcio over a eriod. The oscillaio will be simle harmoic moio wih a uique frequecy, which is called he orsioal aural frequecy of he roor sysem. K θ K l θ, θ θ, θ Fixed ed Figure.a A sigle-mass cailever roor sysem Figure.(b) Free body diagram of disc

2 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) θ θ θ θ Figure. Torsioal vibraios of a roor From he heory of orsio of shaf, we have K T GJ = = () θ l where, K is he orsioal siffess of shaf, is he roor olar mome of ieria, kg-m, J is he shaf olar secod mome of area, l is he legh of he shaf ad θ is he agular dislaceme of he roor. From he free body diagram of he disc as show i Figure.(b) Exeral orque of disc = θ K θ = θ () Equaio () is he equaio of moio of he disc due o free orsioal vibraios. The free (or aural) vibraio has he simle harmoic moio (SHM). For SHM of he disc, we have θ( ) = θˆ si f so ha θ = θˆsi = θ (3, 4) f f f where ˆ θ is he amliude of he orsioal vibraio ad f is he orsioal aural frequecy. O subsiuig Eqs. (3) ad (4) io Eq. (), we ge ( θ) Kθ = or = K / (5) f f. A Two-Disc Torsioal Sysem θ K θ Fricioless bearigs Figure.3 A wo-disc orsioal sysem 7

3 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) A wo-disc orsioal sysem is show i Figure.3. his case whole of he roor is free o roae as he shaf beig moued o fricioless bearigs. θ,θ (θ - θ )K (θ - θ )K θ,θ (a) Disc (b) Disc Figure.4 Free body diagram of discs From he free body diagram i Figure.4(a) Exeral orque = θ ad Exeral orque= θ or ( ) ad ( ) θ θ K = θ θ θ K = θ θ + Kθ Kθ = or θ + Kθ Kθ = ad () For free vibraio, we have SHM, so he soluio will ake he form θ = θ ad f θ = θ (3) f Subsiuig equaio (3) io equaios () & (), i gives θ + Kθ Kθ = ad θ + Kθ Kθ = f which ca be assembled i a marix form as K f K θ = K K θ f or [ K]{ θ } = { } (4, 5) The o-rial soluio of equaio (5) is obaied by akig deermia of he marix [K] as which gives K = 73

4 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) ( K )( K ) K = or ( ) The roos of equaio (6) are give as + K = (6) 4 f f ( ) K ( ) f = ad f = +.5 (7) From equaio (4) corresodig o firs aural frequecy for f =, we ge θ = θ (8) θ θ Figure.5 Firs mode shae From Eq. (8) i ca be cocluded ha, he firs roo of equaio (6) rereses he case whe boh discs simly rolls ogeher i hase wih each oher as show i Figure.5. is he rigid body mode, which is of a lile racical sigificace. This mode i geerally occurs wheever he sysem has free-free ed codiios (for examle aerolae durig flyig). From equaio (4), for f = f, we ge ( ) K ˆ θ K ˆ θ = f ( ) K ˆ ˆ + K θ Kθ = or ( ) which gives relaive amliudes of wo discs as ˆ θ ˆ θ = (9) The secod mode shae (Eq. 9) rereses he case whe boh masses vibrae i ai-hase wih oe aoher. Figure.6 shows mode shae of wo-roor sysem, showig wo discs vibraig i oosie direcios. 74

5 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) B Elasic lie Node θ C l l θ Figure.6 Secod mode shae From mode shaes, we have θ θ θ l = = () l l θ l Sice boh he masses are always vibraig i oosie direcio, here mus be a oi o he shaf where orsioal vibraio is o akig lace i.e. a orsioal ode. The locaio of he ode may be esablished by reaig each ed of he real sysem as a searae sigle-disc cailever sysem as show i Figure.6. The ode beig reaed as he oi where he shaf is rigidly fixed. Sice value of aural frequecy is kow (he frequecy of oscillaio of each of he sigle-disc sysem mus be same), hece we wrie = K = K () f where f is defied by equaio (7), K ad K are orsioal siffess of wo (equivale) sigleroor sysem, which ca be obaied from equaio (), as K = ad K = f f The legh l ad l he ca be obaied by (from equaio ) l = GJ K ad l = GJ K wih l+ l = l () 75

6 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i).3 Sysem wih a Seed Shaf l l l 3 a b d d d 3 (a) l e l e l e3 a b (b) Figure.7(a) Two discs wih seed shaf (b) Equivale uiform shaf Figure.7(a) shows a wo-disc seed shaf. such cases he acual shaf should be relaced by a useed equivale shaf for he urose of he aalysis as show i Fig..7(b). The equivale shaf diameer may be same as he smalles diameer of he real shaf. The equivale shaf mus have he same orsioal siffess as he real shaf, sice he orsioal srigs are coeced i series. The equivale orsioal srig ca be wrie as = + + K K K K e 3 Nohig equaio (), we have l J = l J + l J + l J e e 3 3 which gives l = l J J + l J J + l J J = l + l + l e e e 3 e 3 e e e3 (3) le = l J /, /, / e J le = l J e J le = l J e J wih

7 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) where l, l, l are equivale leghs of shaf segmes havig equivale shaf diameer d 3 ad l e is e e e 3 he oal equivale legh of useed shaf havig diameer d 3 as show i Figure.7(b). From Figure.7(b) ad oig equaios () ad (), i equivale shaf he ode locaio ca be obaied as ( ) l + a= GJ e e f le + b= GJ ( ) 3 e ad (4) where ( + ) / K = + + e ad K = e l GJ l GJ l3 GJ3 From above equaios he ode osiio a & b ca be obaied i he equivale shaf legh. Now he ode locaio i real shaf sysem ca be obaied as follows: From equaio (3), we have J π π l = l, J = d, J = d e e 4 4 e 3 J 64 4 Sice above equaio is for shaf segme i which ode is assumed o be rese, we ca wrie a= a J J ad b= b J J e e above equaios ca be combied as a a = (5) b b So oce a & b are obaied from equaio (4) he locaio of ode i acual shaf ca be obaied equaio (5) i.e. he fial locaio of ode o he shaf i real sysem is give i he same roorio alog he legh of shaf i equivale sysem i which he ode occurs..4 MODF Sysems Whe here are several umber of discs i he roor sysem i becomes is muli-dof sysem. Whe he mass of he shaf iself may be sigifica he he aalysis described i revious secios (i.e. sigle or wo-discs roor sysems) is iadequae o model such sysem, however, hey could be exeded o allow for more umber of lumed masses (i.e. rigid discs) bu resulig mahemaics 77

8 T k Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) becomes cumbersome. Aleraive mehods are: (i) rasfer marix mehods (ii) mehods of mechaical imedace ad (iii) fiie eleme mehods..4. Trasfer marix mehod: A muli-disc roor sysem, suored o fricioless suors, is show i Fig. 7. Fig. 8 shows he free diagram of a shaf ad a disc, searaely. A aricular saio i he sysem, we have wo sae variables: he agular wis θ ad Torque T. Now i subseque secios we will develo relaioshi of hese sae variables bewee wo eighbourig saios ad which ca be used o obai goverig equaios of moio of he whole sysem..poi marix: 3 k k k 3 4 θ θ θ 3 Figure.8 A muli-disc roor sysem LT T LT Fig..9(a) Free body diameer of shaf secio (b) Free body diagram of roor secio θ The equaio of moio for he disc is give by (see Figure.9(b)) T T = θ (6) L For free vibraios, agular oscillaios of he disc is give by θ = ˆsi θ so ha θ = ˆsi θ = θ (7) f f Subsiuig back io equaio (6), we ge T T = θ (8) L f Agular dislacemes o he eiher side of he roor are equal, hece 78

9 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) θ = θ (9) L Equaios (8) ad (9) ca be combied as θ T = θ f L T or { S} [ P] { S} = (, ) L where {S} is he sae vecor a saio ad [P] is he oi marix for saio.. Field marix: For shaf eleme as show i Figure.9(a), he agle of wis is relaed o is orsioal siffess ad o he orque, which is rasmied hrough i, as T θ θ= () K Sice he orque rasmied is same a eiher ed of he shaf, hece T = T (3) L Combiig () ad (3), we ge L θ k θ = T T (4) which ca be wrie as L { S} [ F] { S} = (5) where [F] is he field marix for he shaf eleme. Now we have { } = [ ] { } = [ ][ ] { } == [ ] { } S P S P F S U S where [U] is he rasfer marix, which relaes he sae vecor a righ of saio o he sae vecor a righ of saio. O he same lies, we ca wrie { S} = [ U] { S} { S} = [ U] { S} = [ U] [ U] { S} { S} = [ U] { S} = [ U] [ U] [ U] { S} { S} = [ U] { S} = [ U] [ U] [ U] { S} = [ T]{ S} (6) 79

10 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) where [T] is he overall sysem rasfer marix. The overall rasfermaio ca be wrie as θ T = θ T (7) For free-free boudary codiios, he each ed of he machie orque rasmied hrough he shaf is zero, hece T = T = (8) O usig equaio (8) io equaio(7), he secod se of equaio gives θ = which gives ( f) = sice θ (9) which is saisfied for some values of f, which are sysem aural frequecies. These roos may be foud by ay roo-searchig echique. Agular wiss ca be deermied for each value of f from firs se of equaio of equaio (7), as θ = T O akig θ =, we ge ( ) θ we ge θ f = = (3) Eq. (3), coais so for each value of differe value of θ 4 is obaied ad usig Eq. (7) relaive dislacemes of all oher saios ca be obaied, by which mode shaes ca be loed. Examle.. Obai he orsioal aural frequecy of he sysem show i Figure. usig he rasfer marix mehod. Check resuls wih closed form soluio available. Take G =.8 N/m..6m. m.6 kgm 5.66 kgm Figure. Examle. Soluio: We have followig roeries of he roor 8

11 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) π 4 G=.8 N/m -6 ; l =.6 m; J = (.) = 9.8 m 3 The orsioal siffess is give as 4 k GJ = = = l Nm/rad Aalyical mehod: The aural frequecies i he closed form are give as ( ) ( + ) k = ; ad rad/sec = = = Mode shaes are give as For ad = { θ} = { θ} = rad/s { θ} = { θ} = 4.{ θ} Trasfer marix mehod: Sae vecors ca be relaed bewee saios & ad &, as { S} = [ P] { S} { S} = [ P] [ F] { S} = [ P] [ F] [ P] { S} The overall rasformaio of sae vecors bewee & is give as θ θ k θ T T T k = = ( ) k k k θ = ( ) ( ) T k k O subsiuig values of various roor arameers, i gives θ T ( ) ( ) θ = T (A) Sice eds of he roor are free, he followig boudary codiios will aly 8

12 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) T = T = O alicaio of boudary codiios, we ge he followig codiio = [ ]{ θ} = 5 4 Sice { θ}, we have [ ] = 5 which gives he aural frequecy as = ad = rad/sec which are exacly he same as obaied by he closed form soluio. Mode shaes ca be obaied by subsiuig hese aural frequecies oe a a ime io equaio (A), as For ad = { θ} = { θ} rigid body mode = rad/s { θ} = 4.{ θ} ai-hase mode which are also exacly he same as obaied by closed form soluios. Examle.. Fid orsioal aural frequecies ad mode shaes of he roor sysem show i Figure. B is a fixed ed ad D ad D are rigid discs. The shaf is made of seel wih modulus of rigidiy G =.8 () N/m ad uiform diameer d = mm. The various shaf leghs are as follows: BD = 5 mm, ad D D = 75 mm. The olar mass mome of ieria of discs are: =.8 kg-m ad =. kg-m. Cosider he shaf as massless ad use (i) he aalyical mehod ad (ii) he rasfer marix mehod. Figure. Examle. B D D Soluio: Aalyical mehod: From free body diagrams of discs as show i Figure., equaios of moio ca be wrie as 8

13 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) θ + kθ + k ( θ - θ ) = θ + k ( θ - θ ) = The above equaios for free vibraios ad hey are homogeeous secod order differeial equaios. free vibraios discs will execue simle harmoic moios. k θ k ( θ -θ ) k ( θ -θ ) θ θ (a) D (b) D Figure. Free body diagram of discs For he simle harmoic moio θ = θ, hece equaios of moio ake he form k+ k - k θ = k k θ O akig deermia of he above marix, i gives he frequecy equaio as ( k + k + k ) + k k = 4 which ca be solved for, as ( ) k + k + k ± k + k + k 4k k = For he rese roblem he followig roeries are gives GJ GJ k = = 878 N/m ad k = = N/m l l =.8 kgm ad =. kgm Naural frequecies are obaied as 83

14 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) = rad/s ad = 75. rad/s The relaive amliude raio ca be obaied as (Figure.3) k - θ θ = k =.336 for ad -.7 for (a) For Figure.3 Mode shaes (b) For Trasfer marix mehod k k Figure.4 Two-discs roor sysem wih saio umbers For Figure.4 sae vecors ca be relaed as { θ} = [ P] [ F] [ P] [ F] { θ} The above sae vecor a various saios ca be relaed as / k / k θ θ θ θ = ad = T - - T T T + + k k which ca be combied o give 84

15 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) θ T - + k k k k θ = T + k k (A) wih = + k Boudary codiios are give as A saio θ = ad T = (assumed) ad a righ of saio T = O alicaio of boudary codiios he secod equaio of equaio (A), we ge k = + + k T sice T ad o subsiuig for, we ge = k k k which ca be solved o give k k k k k k = + ± should be oed ha i is same as obaied by he aalyical mehod. 85

16 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) Exercise.. Obai he orsioal criical seed of a roor sysem as show i Figure E.. Take he olar mass mome of ieria, =.4 kg-m. Take shaf legh a =.3 m ad b =.7 m; modulus of rigidiy G =.8 N/m. The diameer of he shaf is mm. Bearig A is flexible ad rovides a orsioal srig of siffess equal o 5 erce of he siffess of he shaf segme havig legh a ad bearig B is a fixed bearig. Use eiher he fiie eleme mehod or he rasfer marix mehod. A B a b Figure E. A overhag roor sysem Exercise.. Fid he orsioal criical seeds ad he mode shaes of he roor sysem show i Figure E. by rasfer marix mehod. B ad B are fricioless bearigs ad D ad D are rigid discs. The shaf is made of seel wih modulus of rigidiy G =.8 () N/m ad uiform diameer d = mm. The various shaf leghs are as follows: B D = 5 mm, D D = 75 mm, ad D B = 5 mm. The olar mass mome of ieria of discs are: J d =.8 kg-m ad J d =. kg-m. Cosider shaf as massless. Figure E. B B D D Exercise.3. Obai he orsioal criical seed of a overhag roor sysem as show i Figure E.3. The ed B of he shaf is havig fixed ed codiios. The disc is hi ad has. kg-m of olar mass mome of ieria. Neglec he mass of he shaf. Use (i) he fiie eleme ad (ii) he rasfer marix mehod. B D Figure E.3 Exercise.4 Fid he orsioal aural frequecies ad he mode shaes of he roor sysem a show i Figure E.4 by ONLY rasfer marix mehod. B ad B are fixed suors ad D ad D are rigid discs. The shaf is made of seel wih modulus of rigidiy G =.8 () N/m ad uiform diameer d 86

17 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) = mm. The various shaf leghs are as follows: B D = 5 mm, D D = 75 mm, ad D B = 5 mm. The olar mass mome of ieria of discs are: J d =.8 kg-m ad J d =. kg-m. Cosider shaf as massless. D B D B Figure E.4 Exercise.5 Fid all he orsioal aural frequecies ad draw corresodig mode shaes of he roor sysem show i Figure E.5. B ad D rerese bearig ad disc resecively. B is fixed suor (wih zero agular dislaceme abou shaf axis) ad B ad B 3 are simly suored (wih o-zero agular dislaceme abou shaf axis). The shaf is made of seel wih modulus of rigidiy G =.8 () N/m ad uiform diameer d = mm. The various shaf leghs are as follows: B D = 5 mm, D B = 5 mm, B D = 5 mm, D B 3 = 5 mm, ad B 3 D 3 = 3 mm. The olar mass mome of ieria of he discs are: = kg-m, = kg-m, ad 3 =.8 kg-m. Use boh he rasfer marix mehod ad he fiie eleme mehod so as o verify your resuls. Give all he deailed ses i obaiig he fial sysem equaios ad alicaio of boudary codiios. Cosider he shaf as massless ad discs as lumed masses. Figure E.5 B B B 3 D D D 3 Exercise.6 Obai he orsioal criical seed of urbie-coulig-geeraor roor as show i Figure E.6 by he rasfer marix ad fiie eleme mehods. The roor is assumed o be suored o fricioless bearigs. The olar mass mome of ierias are T = 5 kg-m, C = 5 kg-m ad G = 5 kg-m. Take modulus of rigidiy G =.8 N/m. Assume he shaf diameer hroughou is. m ad leghs of shaf bewee bearig-urbie-coulig-geeraor-bearig are m each so ha he oal sa is 5 m. Cosider shaf as massless. 87

18 Dr Tiwari, Associae Professor, De. of Mechaical Egg., T Guwahai, (riwari@iig.ere.i) Bearig Turbie Coulig Geeraor Bearig Figure E.6 A urbie-geeraor se Exercise.7 a laboraory exerime oe small elecric moor drives aoher hrough a log coil srig ( urs, wire diameer d, coil diameer D). The wo moor roors have ierias ad ad are disace l aar, (a) Calculae he lowes orsioal aural frequecy of he se-u (b) Assumig he eds of he srig o be buil-i o he shafs, calculae roaioal seed (assume exciaio frequecy will be a he roaioal frequecy of he shaf) of he assembly a which he coil srig bows ou a is ceer, due o whirlig. 88

Problems and Solutions for Section 3.2 (3.15 through 3.25)

Problems and Solutions for Section 3.2 (3.15 through 3.25) 3-7 Problems ad Soluios for Secio 3 35 hrough 35 35 Calculae he respose of a overdamped sigle-degree-of-freedom sysem o a arbirary o-periodic exciaio Soluio: From Equaio 3: x = # F! h "! d! For a overdamped

More information

K3 p K2 p Kp 0 p 2 p 3 p

K3 p K2 p Kp 0 p 2 p 3 p Mah 80-00 Mo Ar 0 Chaer 9 Fourier Series ad alicaios o differeial equaios (ad arial differeial equaios) 9.-9. Fourier series defiiio ad covergece. The idea of Fourier series is relaed o he liear algebra

More information

Optimization of Rotating Machines Vibrations Limits by the Spring - Mass System Analysis

Optimization of Rotating Machines Vibrations Limits by the Spring - Mass System Analysis Joural of aerials Sciece ad Egieerig B 5 (7-8 (5 - doi: 765/6-6/57-8 D DAVID PUBLISHING Opimizaio of Roaig achies Vibraios Limis by he Sprig - ass Sysem Aalysis BENDJAIA Belacem sila, Algéria Absrac: The

More information

Linear System Theory

Linear System Theory Naioal Tsig Hua Uiversiy Dearme of Power Mechaical Egieerig Mid-Term Eamiaio 3 November 11.5 Hours Liear Sysem Theory (Secio B o Secio E) [11PME 51] This aer coais eigh quesios You may aswer he quesios

More information

ECE 340 Lecture 15 and 16: Diffusion of Carriers Class Outline:

ECE 340 Lecture 15 and 16: Diffusion of Carriers Class Outline: ECE 340 Lecure 5 ad 6: iffusio of Carriers Class Oulie: iffusio rocesses iffusio ad rif of Carriers Thigs you should kow whe you leave Key Quesios Why do carriers diffuse? Wha haes whe we add a elecric

More information

1 Notes on Little s Law (l = λw)

1 Notes on Little s Law (l = λw) Copyrigh c 26 by Karl Sigma Noes o Lile s Law (l λw) We cosider here a famous ad very useful law i queueig heory called Lile s Law, also kow as l λw, which assers ha he ime average umber of cusomers i

More information

Fresnel Dragging Explained

Fresnel Dragging Explained Fresel Draggig Explaied 07/05/008 Decla Traill Decla@espace.e.au The Fresel Draggig Coefficie required o explai he resul of he Fizeau experime ca be easily explaied by usig he priciples of Eergy Field

More information

Harmonic excitation (damped)

Harmonic excitation (damped) Harmoic eciaio damped k m cos EOM: m&& c& k cos c && ζ & f cos The respose soluio ca be separaed io par;. Homogeeous soluio h. Paricular soluio p h p & ζ & && ζ & f cos Homogeeous soluio Homogeeous soluio

More information

Section 8 Convolution and Deconvolution

Section 8 Convolution and Deconvolution APPLICATIONS IN SIGNAL PROCESSING Secio 8 Covoluio ad Decovoluio This docume illusraes several echiques for carryig ou covoluio ad decovoluio i Mahcad. There are several operaors available for hese fucios:

More information

ME 3210 Mechatronics II Laboratory Lab 6: Second-Order Dynamic Response

ME 3210 Mechatronics II Laboratory Lab 6: Second-Order Dynamic Response Iroucio ME 30 Mecharoics II Laboraory Lab 6: Seco-Orer Dyamic Respose Seco orer iffereial equaios approimae he yamic respose of may sysems. I his lab you will moel a alumium bar as a seco orer Mass-Sprig-Damper

More information

Electrical Engineering Department Network Lab.

Electrical Engineering Department Network Lab. Par:- Elecrical Egieerig Deparme Nework Lab. Deermiaio of differe parameers of -por eworks ad verificaio of heir ierrelaio ships. Objecive: - To deermie Y, ad ABD parameers of sigle ad cascaded wo Por

More information

ECE 340 Lecture 19 : Steady State Carrier Injection Class Outline:

ECE 340 Lecture 19 : Steady State Carrier Injection Class Outline: ECE 340 ecure 19 : Seady Sae Carrier Ijecio Class Oulie: iffusio ad Recombiaio Seady Sae Carrier Ijecio Thigs you should kow whe you leave Key Quesios Wha are he major mechaisms of recombiaio? How do we

More information

Comparison between Fourier and Corrected Fourier Series Methods

Comparison between Fourier and Corrected Fourier Series Methods Malaysia Joural of Mahemaical Scieces 7(): 73-8 (13) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES Joural homepage: hp://eispem.upm.edu.my/oural Compariso bewee Fourier ad Correced Fourier Series Mehods 1

More information

ODEs II, Supplement to Lectures 6 & 7: The Jordan Normal Form: Solving Autonomous, Homogeneous Linear Systems. April 2, 2003

ODEs II, Supplement to Lectures 6 & 7: The Jordan Normal Form: Solving Autonomous, Homogeneous Linear Systems. April 2, 2003 ODEs II, Suppleme o Lecures 6 & 7: The Jorda Normal Form: Solvig Auoomous, Homogeeous Liear Sysems April 2, 23 I his oe, we describe he Jorda ormal form of a marix ad use i o solve a geeral homogeeous

More information

Let s express the absorption of radiation by dipoles as a dipole correlation function.

Let s express the absorption of radiation by dipoles as a dipole correlation function. MIT Deparme of Chemisry 5.74, Sprig 004: Iroducory Quaum Mechaics II Isrucor: Prof. Adrei Tokmakoff p. 81 Time-Correlaio Fucio Descripio of Absorpio Lieshape Le s express he absorpio of radiaio by dipoles

More information

1. Solve by the method of undetermined coefficients and by the method of variation of parameters. (4)

1. Solve by the method of undetermined coefficients and by the method of variation of parameters. (4) 7 Differeial equaios Review Solve by he mehod of udeermied coefficies ad by he mehod of variaio of parameers (4) y y = si Soluio; we firs solve he homogeeous equaio (4) y y = 4 The correspodig characerisic

More information

Lecture 15: Three-tank Mixing and Lead Poisoning

Lecture 15: Three-tank Mixing and Lead Poisoning Lecure 15: Three-ak Miig ad Lead Poisoig Eigevalues ad eigevecors will be used o fid he soluio of a sysem for ukow fucios ha saisfy differeial equaios The ukow fucios will be wrie as a 1 colum vecor [

More information

Ideal Amplifier/Attenuator. Memoryless. where k is some real constant. Integrator. System with memory

Ideal Amplifier/Attenuator. Memoryless. where k is some real constant. Integrator. System with memory Liear Time-Ivaria Sysems (LTI Sysems) Oulie Basic Sysem Properies Memoryless ad sysems wih memory (saic or dyamic) Causal ad o-causal sysems (Causaliy) Liear ad o-liear sysems (Lieariy) Sable ad o-sable

More information

λiv Av = 0 or ( λi Av ) = 0. In order for a vector v to be an eigenvector, it must be in the kernel of λi

λiv Av = 0 or ( λi Av ) = 0. In order for a vector v to be an eigenvector, it must be in the kernel of λi Liear lgebra Lecure #9 Noes This week s lecure focuses o wha migh be called he srucural aalysis of liear rasformaios Wha are he irisic properies of a liear rasformaio? re here ay fixed direcios? The discussio

More information

Complementi di Fisica Lecture 6

Complementi di Fisica Lecture 6 Comlemei di Fisica Lecure 6 Livio Laceri Uiversià di Triese Triese, 15/17-10-2006 Course Oulie - Remider The hysics of semicoducor devices: a iroducio Basic roeries; eergy bads, desiy of saes Equilibrium

More information

Big O Notation for Time Complexity of Algorithms

Big O Notation for Time Complexity of Algorithms BRONX COMMUNITY COLLEGE of he Ciy Uiversiy of New York DEPARTMENT OF MATHEMATICS AND COMPUTER SCIENCE CSI 33 Secio E01 Hadou 1 Fall 2014 Sepember 3, 2014 Big O Noaio for Time Complexiy of Algorihms Time

More information

Solutions Manual 4.1. nonlinear. 4.2 The Fourier Series is: and the fundamental frequency is ω 2π

Solutions Manual 4.1. nonlinear. 4.2 The Fourier Series is: and the fundamental frequency is ω 2π Soluios Maual. (a) (b) (c) (d) (e) (f) (g) liear oliear liear liear oliear oliear liear. The Fourier Series is: F () 5si( ) ad he fudameal frequecy is ω f ----- H z.3 Sice V rms V ad f 6Hz, he Fourier

More information

Calculus Limits. Limit of a function.. 1. One-Sided Limits...1. Infinite limits 2. Vertical Asymptotes...3. Calculating Limits Using the Limit Laws.

Calculus Limits. Limit of a function.. 1. One-Sided Limits...1. Infinite limits 2. Vertical Asymptotes...3. Calculating Limits Using the Limit Laws. Limi of a fucio.. Oe-Sided..... Ifiie limis Verical Asympoes... Calculaig Usig he Limi Laws.5 The Squeeze Theorem.6 The Precise Defiiio of a Limi......7 Coiuiy.8 Iermediae Value Theorem..9 Refereces..

More information

ME 321 Kinematics and Dynamics of Machines S. Lambert Winter 2002

ME 321 Kinematics and Dynamics of Machines S. Lambert Winter 2002 ME 31 Kiemaic ad Dyamic o Machie S. Lamber Wier 6.. Forced Vibraio wih Dampig Coider ow he cae o orced vibraio wih dampig. Recall ha he goverig diereial equaio i: m && c& k F() ad ha we will aume ha he

More information

Vibration 2-1 MENG331

Vibration 2-1 MENG331 Vibraio MENG33 Roos of Char. Eq. of DOF m,c,k sysem for λ o he splae λ, ζ ± ζ FIG..5 Dampig raios of commo maerials 3 4 T d T d / si cos B B e d d ζ ˆ ˆ d T N e B e B ζ ζ d T T w w e e e B e B ˆ ˆ ζ ζ

More information

Power Bus Decoupling Algorithm

Power Bus Decoupling Algorithm Rev. 0.8.03 Power Bus Decoulig Algorihm Purose o Algorihm o esimae he magiude o he oise volage o he ower bus es. Descriio o Algorihm his algorihm is alied oly o digial ower bus es. or each digial ower

More information

S n. = n. Sum of first n terms of an A. P is

S n. = n. Sum of first n terms of an A. P is PROGREION I his secio we discuss hree impora series amely ) Arihmeic Progressio (A.P), ) Geomeric Progressio (G.P), ad 3) Harmoic Progressio (H.P) Which are very widely used i biological scieces ad humaiies.

More information

An interesting result about subset sums. Nitu Kitchloo. Lior Pachter. November 27, Abstract

An interesting result about subset sums. Nitu Kitchloo. Lior Pachter. November 27, Abstract A ieresig resul abou subse sums Niu Kichloo Lior Pacher November 27, 1993 Absrac We cosider he problem of deermiig he umber of subses B f1; 2; : : :; g such ha P b2b b k mod, where k is a residue class

More information

The Eigen Function of Linear Systems

The Eigen Function of Linear Systems 1/25/211 The Eige Fucio of Liear Sysems.doc 1/7 The Eige Fucio of Liear Sysems Recall ha ha we ca express (expad) a ime-limied sigal wih a weighed summaio of basis fucios: v ( ) a ψ ( ) = where v ( ) =

More information

MODERN CONTROL SYSTEMS

MODERN CONTROL SYSTEMS MODERN CONTROL SYSTEMS Lecure 9, Sae Space Repreeaio Emam Fahy Deparme of Elecrical ad Corol Egieerig email: emfmz@aa.edu hp://www.aa.edu/cv.php?dip_ui=346&er=6855 Trafer Fucio Limiaio TF = O/P I/P ZIC

More information

Economics 8723 Macroeconomic Theory Problem Set 2 Professor Sanjay Chugh Spring 2017

Economics 8723 Macroeconomic Theory Problem Set 2 Professor Sanjay Chugh Spring 2017 Deparme of Ecoomics The Ohio Sae Uiversiy Ecoomics 8723 Macroecoomic Theory Problem Se 2 Professor Sajay Chugh Sprig 207 Labor Icome Taxes, Nash-Bargaied Wages, ad Proporioally-Bargaied Wages. I a ecoomy

More information

Online Supplement to Reactive Tabu Search in a Team-Learning Problem

Online Supplement to Reactive Tabu Search in a Team-Learning Problem Olie Suppleme o Reacive abu Search i a eam-learig Problem Yueli She School of Ieraioal Busiess Admiisraio, Shaghai Uiversiy of Fiace ad Ecoomics, Shaghai 00433, People s Republic of Chia, she.yueli@mail.shufe.edu.c

More information

Pure Math 30: Explained!

Pure Math 30: Explained! ure Mah : Explaied! www.puremah.com 6 Logarihms Lesso ar Basic Expoeial Applicaios Expoeial Growh & Decay: Siuaios followig his ype of chage ca be modeled usig he formula: (b) A = Fuure Amou A o = iial

More information

Review Exercises for Chapter 9

Review Exercises for Chapter 9 0_090R.qd //0 : PM Page 88 88 CHAPTER 9 Ifiie Series I Eercises ad, wrie a epressio for he h erm of he sequece..,., 5, 0,,,, 0,... 7,... I Eercises, mach he sequece wih is graph. [The graphs are labeled

More information

STK4080/9080 Survival and event history analysis

STK4080/9080 Survival and event history analysis STK48/98 Survival ad eve hisory aalysis Marigales i discree ime Cosider a sochasic process The process M is a marigale if Lecure 3: Marigales ad oher sochasic processes i discree ime (recap) where (formally

More information

SUMMATION OF INFINITE SERIES REVISITED

SUMMATION OF INFINITE SERIES REVISITED SUMMATION OF INFINITE SERIES REVISITED I several aricles over he las decade o his web page we have show how o sum cerai iiie series icludig he geomeric series. We wa here o eed his discussio o he geeral

More information

International Journal of Mathematics Trends and Technology (IJMTT) Volume 53 Number 5 January 2018

International Journal of Mathematics Trends and Technology (IJMTT) Volume 53 Number 5 January 2018 Ieraioal Joural of Mahemaics reds ad echology (IJM) Volume 53 Number 5 Jauary 18 Effecs of ime Depede acceleraio o he flow of Blood i rery wih periodic body acceleraio mi Gupa #1, Dr. GajedraSaraswa *,

More information

Structural Vibration

Structural Vibration Fdameals of Srcral Vibraio Seaer: Prof. FUNG a Chig Dae & ime: Wed Ags 4, :3-5:3 m Vee: CEE Semiar Room D (N-B4C-9B School of Civil ad Eviromeal Egieerig Nayag echological Uiversiy oics i Fdameals of Srcral

More information

12 Getting Started With Fourier Analysis

12 Getting Started With Fourier Analysis Commuicaios Egieerig MSc - Prelimiary Readig Geig Sared Wih Fourier Aalysis Fourier aalysis is cocered wih he represeaio of sigals i erms of he sums of sie, cosie or complex oscillaio waveforms. We ll

More information

Lecture 15 First Properties of the Brownian Motion

Lecture 15 First Properties of the Brownian Motion Lecure 15: Firs Properies 1 of 8 Course: Theory of Probabiliy II Term: Sprig 2015 Isrucor: Gorda Zikovic Lecure 15 Firs Properies of he Browia Moio This lecure deals wih some of he more immediae properies

More information

N! AND THE GAMMA FUNCTION

N! AND THE GAMMA FUNCTION N! AND THE GAMMA FUNCTION Cosider he produc of he firs posiive iegers- 3 4 5 6 (-) =! Oe calls his produc he facorial ad has ha produc of he firs five iegers equals 5!=0. Direcly relaed o he discree! fucio

More information

Transverse Vibrations of Elastic Thin Beam Resting on Variable Elastic Foundations and Subjected to Traveling Distributed Forces.

Transverse Vibrations of Elastic Thin Beam Resting on Variable Elastic Foundations and Subjected to Traveling Distributed Forces. Trasverse Vibraios of Elasic Thi Beam Resig o Variable Elasic Foudaios ad Subjeced o Travelig Disribued Forces. B. Omolofe ad S.N. Oguyebi * Deparme of Mahemaical Scieces, Federal Uiversiy of Techology,

More information

Application of Fixed Point Theorem of Convex-power Operators to Nonlinear Volterra Type Integral Equations

Application of Fixed Point Theorem of Convex-power Operators to Nonlinear Volterra Type Integral Equations Ieraioal Mahemaical Forum, Vol 9, 4, o 9, 47-47 HIKRI Ld, wwwm-hikaricom h://dxdoiorg/988/imf4333 licaio of Fixed Poi Theorem of Covex-ower Oeraors o Noliear Volerra Tye Iegral Equaios Ya Chao-dog Huaiyi

More information

Calculus BC 2015 Scoring Guidelines

Calculus BC 2015 Scoring Guidelines AP Calculus BC 5 Scorig Guidelies 5 The College Board. College Board, Advaced Placeme Program, AP, AP Ceral, ad he acor logo are regisered rademarks of he College Board. AP Ceral is he official olie home

More information

( ) ( ) ( ) ( ) (b) (a) sin. (c) sin sin 0. 2 π = + (d) k l k l (e) if x = 3 is a solution of the equation x 5x+ 12=

( ) ( ) ( ) ( ) (b) (a) sin. (c) sin sin 0. 2 π = + (d) k l k l (e) if x = 3 is a solution of the equation x 5x+ 12= Eesio Mahemaics Soluios HSC Quesio Oe (a) d 6 si 4 6 si si (b) (c) 7 4 ( si ).si +. ( si ) si + 56 (d) k + l ky + ly P is, k l k l + + + 5 + 7, + + 5 9, ( 5,9) if is a soluio of he equaio 5+ Therefore

More information

Using Linnik's Identity to Approximate the Prime Counting Function with the Logarithmic Integral

Using Linnik's Identity to Approximate the Prime Counting Function with the Logarithmic Integral Usig Lii's Ideiy o Approimae he Prime Couig Fucio wih he Logarihmic Iegral Naha McKezie /26/2 aha@icecreambreafas.com Summary:This paper will show ha summig Lii's ideiy from 2 o ad arragig erms i a cerai

More information

BEST LINEAR FORECASTS VS. BEST POSSIBLE FORECASTS

BEST LINEAR FORECASTS VS. BEST POSSIBLE FORECASTS BEST LINEAR FORECASTS VS. BEST POSSIBLE FORECASTS Opimal ear Forecasig Alhough we have o meioed hem explicily so far i he course, here are geeral saisical priciples for derivig he bes liear forecas, ad

More information

(C) x 3 + y 3 = 2(x 2 + y 2 ) (D) x y 2 (A) (10)! (B) (11)! (C) (10)! + 1 (D) (11)! 1. n in the expansion of 2 (A) 15 (B) 45 (C) 55 (D) 56

(C) x 3 + y 3 = 2(x 2 + y 2 ) (D) x y 2 (A) (10)! (B) (11)! (C) (10)! + 1 (D) (11)! 1. n in the expansion of 2 (A) 15 (B) 45 (C) 55 (D) 56 Cocep rackig paper-7 (ST+BT) Q. If 60 a = ad 60 b = 5 he he value of SINGLE OPTION CORRECT a b ( b) equals (D) Time-5hrs 0mis. Q. ( + x) ( + x + x ) ( + x + x + x )... ( + x + x +... + x 00 ) whe wrie

More information

Approximating Solutions for Ginzburg Landau Equation by HPM and ADM

Approximating Solutions for Ginzburg Landau Equation by HPM and ADM Available a hp://pvamu.edu/aam Appl. Appl. Mah. ISSN: 193-9466 Vol. 5, No. Issue (December 1), pp. 575 584 (Previously, Vol. 5, Issue 1, pp. 167 1681) Applicaios ad Applied Mahemaics: A Ieraioal Joural

More information

Math 6710, Fall 2016 Final Exam Solutions

Math 6710, Fall 2016 Final Exam Solutions Mah 67, Fall 6 Fial Exam Soluios. Firs, a sude poied ou a suble hig: if P (X i p >, he X + + X (X + + X / ( evaluaes o / wih probabiliy p >. This is roublesome because a radom variable is supposed o be

More information

Energy Density / Energy Flux / Total Energy in 1D. Key Mathematics: density, flux, and the continuity equation.

Energy Density / Energy Flux / Total Energy in 1D. Key Mathematics: density, flux, and the continuity equation. ecure Phys 375 Eergy Desiy / Eergy Flu / oal Eergy i D Overview ad Moivaio: Fro your sudy of waves i iroducory physics you should be aware ha waves ca raspor eergy fro oe place o aoher cosider he geeraio

More information

On The Generalized Type and Generalized Lower Type of Entire Function in Several Complex Variables With Index Pair (p, q)

On The Generalized Type and Generalized Lower Type of Entire Function in Several Complex Variables With Index Pair (p, q) O he eeralized ye ad eeralized Lower ye of Eire Fucio i Several Comlex Variables Wih Idex Pair, Aima Abdali Jaffar*, Mushaq Shakir A Hussei Dearme of Mahemaics, College of sciece, Al-Musasiriyah Uiversiy,

More information

Lateral torsional buckling of rectangular beams using variational iteration method

Lateral torsional buckling of rectangular beams using variational iteration method Scieific Research ad Essas Vol. 6(6), pp. 445-457, 8 March, Available olie a hp://www.academicjourals.org/sre ISSN 99-48 Academic Jourals Full egh Research Paper aeral orsioal bucklig of recagular beams

More information

In this section we will study periodic signals in terms of their frequency f t is said to be periodic if (4.1)

In this section we will study periodic signals in terms of their frequency f t is said to be periodic if (4.1) Fourier Series Iroducio I his secio we will sudy periodic sigals i ers o heir requecy is said o be periodic i coe Reid ha a sigal ( ) ( ) ( ) () or every, where is a uber Fro his deiiio i ollows ha ( )

More information

CLOSED FORM EVALUATION OF RESTRICTED SUMS CONTAINING SQUARES OF FIBONOMIAL COEFFICIENTS

CLOSED FORM EVALUATION OF RESTRICTED SUMS CONTAINING SQUARES OF FIBONOMIAL COEFFICIENTS PB Sci Bull, Series A, Vol 78, Iss 4, 2016 ISSN 1223-7027 CLOSED FORM EVALATION OF RESTRICTED SMS CONTAINING SQARES OF FIBONOMIAL COEFFICIENTS Emrah Kılıc 1, Helmu Prodiger 2 We give a sysemaic approach

More information

Exercise 3 Stochastic Models of Manufacturing Systems 4T400, 6 May

Exercise 3 Stochastic Models of Manufacturing Systems 4T400, 6 May Exercise 3 Sochasic Models of Maufacurig Sysems 4T4, 6 May. Each week a very popular loery i Adorra pris 4 ickes. Each ickes has wo 4-digi umbers o i, oe visible ad he oher covered. The umbers are radomly

More information

Basic Results in Functional Analysis

Basic Results in Functional Analysis Preared by: F.. ewis Udaed: Suday, Augus 7, 4 Basic Resuls i Fucioal Aalysis f ( ): X Y is coiuous o X if X, (, ) z f( z) f( ) f ( ): X Y is uiformly coiuous o X if i is coiuous ad ( ) does o deed o. f

More information

Extremal graph theory II: K t and K t,t

Extremal graph theory II: K t and K t,t Exremal graph heory II: K ad K, Lecure Graph Theory 06 EPFL Frak de Zeeuw I his lecure, we geeralize he wo mai heorems from he las lecure, from riagles K 3 o complee graphs K, ad from squares K, o complee

More information

Key Questions. ECE 340 Lecture 16 and 17: Diffusion of Carriers 2/28/14

Key Questions. ECE 340 Lecture 16 and 17: Diffusion of Carriers 2/28/14 /8/4 C 340 eure 6 ad 7: iffusio of Carriers Class Oulie: iffusio roesses iffusio ad rif of Carriers Thigs you should kow whe you leave Key Quesios Why do arriers use? Wha haes whe we add a eleri field

More information

Prakash Chandra Rautaray 1, Ellipse 2

Prakash Chandra Rautaray 1, Ellipse 2 Prakash Chadra Rauara, Ellise / Ieraioal Joural of Egieerig Research ad Alicaios (IJERA) ISSN: 48-96 www.ijera.com Vol. 3, Issue, Jauar -Februar 3,.36-337 Degree Of Aroimaio Of Fucios B Modified Parial

More information

ECE-314 Fall 2012 Review Questions

ECE-314 Fall 2012 Review Questions ECE-34 Fall 0 Review Quesios. A liear ime-ivaria sysem has he ipu-oupu characerisics show i he firs row of he diagram below. Deermie he oupu for he ipu show o he secod row of he diagram. Jusify your aswer.

More information

MATH 507a ASSIGNMENT 4 SOLUTIONS FALL 2018 Prof. Alexander. g (x) dx = g(b) g(0) = g(b),

MATH 507a ASSIGNMENT 4 SOLUTIONS FALL 2018 Prof. Alexander. g (x) dx = g(b) g(0) = g(b), MATH 57a ASSIGNMENT 4 SOLUTIONS FALL 28 Prof. Alexader (2.3.8)(a) Le g(x) = x/( + x) for x. The g (x) = /( + x) 2 is decreasig, so for a, b, g(a + b) g(a) = a+b a g (x) dx b so g(a + b) g(a) + g(b). Sice

More information

11. Adaptive Control in the Presence of Bounded Disturbances Consider MIMO systems in the form,

11. Adaptive Control in the Presence of Bounded Disturbances Consider MIMO systems in the form, Lecure 6. Adapive Corol i he Presece of Bouded Disurbaces Cosider MIMO sysems i he form, x Aref xbu x Bref ycmd (.) y Cref x operaig i he presece of a bouded ime-depede disurbace R. All he assumpios ad

More information

CHAPTER 2. Problem 2.1. Given: m k = k 1. Determine the weight of the table sec (b)

CHAPTER 2. Problem 2.1. Given: m k = k 1. Determine the weight of the table sec (b) CHPTER Problem. Give: m T π 0. 5 sec (a) T m 50 g π. Deermie he weigh of he able. 075. sec (b) Taig he raio of Eq. (b) o Eq. (a) ad sqarig he resl gives or T T mg m 50 g m 50 5. 40 lbs 50 0.75. 5 m g 0.5.

More information

Stationarity and Error Correction

Stationarity and Error Correction Saioariy ad Error Correcio. Saioariy a. If a ie series of a rado variable Y has a fiie σ Y ad σ Y,Y-s or deeds oly o he lag legh s (s > ), bu o o, he series is saioary, or iegraed of order - I(). The rocess

More information

METHOD OF THE EQUIVALENT BOUNDARY CONDITIONS IN THE UNSTEADY PROBLEM FOR ELASTIC DIFFUSION LAYER

METHOD OF THE EQUIVALENT BOUNDARY CONDITIONS IN THE UNSTEADY PROBLEM FOR ELASTIC DIFFUSION LAYER Maerials Physics ad Mechaics 3 (5) 36-4 Received: March 7 5 METHOD OF THE EQUIVAENT BOUNDARY CONDITIONS IN THE UNSTEADY PROBEM FOR EASTIC DIFFUSION AYER A.V. Zemsov * D.V. Tarlaovsiy Moscow Aviaio Isiue

More information

If boundary values are necessary, they are called mixed initial-boundary value problems. Again, the simplest prototypes of these IV problems are:

If boundary values are necessary, they are called mixed initial-boundary value problems. Again, the simplest prototypes of these IV problems are: 3. Iiial value problems: umerical soluio Fiie differeces - Trucaio errors, cosisecy, sabiliy ad covergece Crieria for compuaioal sabiliy Explici ad implici ime schemes Table of ime schemes Hyperbolic ad

More information

Inverse Heat Conduction Problem in a Semi-Infinite Circular Plate and its Thermal Deflection by Quasi-Static Approach

Inverse Heat Conduction Problem in a Semi-Infinite Circular Plate and its Thermal Deflection by Quasi-Static Approach Available a hp://pvamu.edu/aam Appl. Appl. Mah. ISSN: 93-9466 Vol. 5 Issue ue pp. 7 Previously Vol. 5 No. Applicaios ad Applied Mahemaics: A Ieraioal oural AAM Iverse Hea Coducio Problem i a Semi-Ifiie

More information

David Randall. ( )e ikx. k = u x,t. u( x,t)e ikx dx L. x L /2. Recall that the proof of (1) and (2) involves use of the orthogonality condition.

David Randall. ( )e ikx. k = u x,t. u( x,t)e ikx dx L. x L /2. Recall that the proof of (1) and (2) involves use of the orthogonality condition. ! Revised April 21, 2010 1:27 P! 1 Fourier Series David Radall Assume ha u( x,) is real ad iegrable If he domai is periodic, wih period L, we ca express u( x,) exacly by a Fourier series expasio: ( ) =

More information

F.Y. Diploma : Sem. II [AE/CH/FG/ME/PT/PG] Applied Mathematics

F.Y. Diploma : Sem. II [AE/CH/FG/ME/PT/PG] Applied Mathematics F.Y. Diploma : Sem. II [AE/CH/FG/ME/PT/PG] Applied Mahemaics Prelim Quesio Paper Soluio Q. Aemp ay FIVE of he followig : [0] Q.(a) Defie Eve ad odd fucios. [] As.: A fucio f() is said o be eve fucio if

More information

Notes 03 largely plagiarized by %khc

Notes 03 largely plagiarized by %khc 1 1 Discree-Time Covoluio Noes 03 largely plagiarized by %khc Le s begi our discussio of covoluio i discree-ime, sice life is somewha easier i ha domai. We sar wih a sigal x[] ha will be he ipu io our

More information

Lecture 9: Polynomial Approximations

Lecture 9: Polynomial Approximations CS 70: Complexiy Theory /6/009 Lecure 9: Polyomial Approximaios Isrucor: Dieer va Melkebeek Scribe: Phil Rydzewski & Piramaayagam Arumuga Naiar Las ime, we proved ha o cosa deph circui ca evaluae he pariy

More information

Single Degree of Freedom System Free Vibration

Single Degree of Freedom System Free Vibration Maa Kliah : Diamika Srkr & Pegaar Rekayasa Kegempaa Kode : TSP 30 SKS : 3 SKS Sigle Degree of Freedom Sysem Free Vibraio Perema - TIU : Mahasisa dapa mejelaska eag eori diamika srkr. Mahasisa dapa memba

More information

Dynamic Response of Second Order Mechanical Systems with Viscous Dissipation forces

Dynamic Response of Second Order Mechanical Systems with Viscous Dissipation forces Hadout #b (pp. 4-55) Dyamic Respose o Secod Order Mechaical Systems with Viscous Dissipatio orces M X + DX + K X = F t () Periodic Forced Respose to F (t) = F o si( t) ad F (t) = M u si(t) Frequecy Respose

More information

( ) = ( ) + ( ), One Degree of Freedom, Harmonically Excited Vibrations. 1 Forced Harmonic Vibration. t dies out with time under each of.

( ) = ( ) + ( ), One Degree of Freedom, Harmonically Excited Vibrations. 1 Forced Harmonic Vibration. t dies out with time under each of. Oe Degree of Freedom, Harmoically Excited Vibratios Forced Harmoic Vibratio A mechaical syem is said to udergo forced vibratio wheever exteral eergy is sulied to the syem durig vibratio Exteral eergy ca

More information

Academic Forum Cauchy Confers with Weierstrass. Lloyd Edgar S. Moyo, Ph.D. Associate Professor of Mathematics

Academic Forum Cauchy Confers with Weierstrass. Lloyd Edgar S. Moyo, Ph.D. Associate Professor of Mathematics Academic Forum - Cauchy Cofers wih Weiersrass Lloyd Edgar S Moyo PhD Associae Professor of Mahemaics Absrac We poi ou wo limiaios of usig he Cauchy Residue Theorem o evaluae a defiie iegral of a real raioal

More information

BE.430 Tutorial: Linear Operator Theory and Eigenfunction Expansion

BE.430 Tutorial: Linear Operator Theory and Eigenfunction Expansion BE.43 Tuorial: Liear Operaor Theory ad Eigefucio Expasio (adaped fro Douglas Lauffeburger) 9//4 Moivaig proble I class, we ecouered parial differeial equaios describig rasie syses wih cheical diffusio.

More information

Single Degree of Freedom System Free Vibration

Single Degree of Freedom System Free Vibration Iegriy, Professioalism, & Erepreership Maa Kliah : Diamika Srkr & Pegaar Rekayasa Kegempaa Kode : CIV 308 SKS : 3 SKS Sigle Degree of Freedom Sysem Free Vibraio Perema - Iegriy, Professioalism, & Erepreership

More information

FIXED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE

FIXED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE Mohia & Samaa, Vol. 1, No. II, December, 016, pp 34-49. ORIGINAL RESEARCH ARTICLE OPEN ACCESS FIED FUZZY POINT THEOREMS IN FUZZY METRIC SPACE 1 Mohia S. *, Samaa T. K. 1 Deparme of Mahemaics, Sudhir Memorial

More information

Section 8. Paraxial Raytracing

Section 8. Paraxial Raytracing Secio 8 Paraxial aracig 8- OPTI-5 Opical Desig ad Isrmeaio I oprigh 7 Joh E. Greiveamp YNU arace efracio (or reflecio) occrs a a ierface bewee wo opical spaces. The rasfer disace ' allows he ra heigh '

More information

INVESTMENT PROJECT EFFICIENCY EVALUATION

INVESTMENT PROJECT EFFICIENCY EVALUATION 368 Miljeko Crjac Domiika Crjac INVESTMENT PROJECT EFFICIENCY EVALUATION Miljeko Crjac Professor Faculy of Ecoomics Drsc Domiika Crjac Faculy of Elecrical Egieerig Osijek Summary Fiacial efficiecy of ivesme

More information

ENGINEERING MECHANICS

ENGINEERING MECHANICS Egieerig Mechaics CHAPTER ENGINEERING MECHANICS. INTRODUCTION Egieerig mechaics is he sciece ha cosiders he moio of bodies uder he acio of forces ad he effecs of forces o ha moio. Mechaics icludes saics

More information

Analytical research on impacting load of aircraft crashing upon moveable concrete target

Analytical research on impacting load of aircraft crashing upon moveable concrete target IOP Coferece Series: Maerials Sciece ad Egieerig PAPER OPEN ACCESS Aalyical research o imacig load of aircraf crashig uo moveable cocree arge To cie his aricle: Tog Zhu e al 28 IOP Cof. Ser.: Maer. Sci.

More information

STABILITY OF UP- AND DOWN-MILLING USING CHEBYSHEV COLLOCATION METHOD

STABILITY OF UP- AND DOWN-MILLING USING CHEBYSHEV COLLOCATION METHOD Proceedigs of IDETC/CIE 2005 ASME 2005 Ieraioal Desig Egieerig Techical Cofereces & Comuers ad Iformaio i Egieerig Coferece Seember 24-28, 2005, Log Beach, Califoria, USA DETC2005-84880 STABILITY OF UP-

More information

Solutions to selected problems from the midterm exam Math 222 Winter 2015

Solutions to selected problems from the midterm exam Math 222 Winter 2015 Soluios o seleced problems from he miderm eam Mah Wier 5. Derive he Maclauri series for he followig fucios. (cf. Pracice Problem 4 log( + (a L( d. Soluio: We have he Maclauri series log( + + 3 3 4 4 +...,

More information

L-functions and Class Numbers

L-functions and Class Numbers L-fucios ad Class Numbers Sude Number Theory Semiar S. M.-C. 4 Sepember 05 We follow Romyar Sharifi s Noes o Iwasawa Theory, wih some help from Neukirch s Algebraic Number Theory. L-fucios of Dirichle

More information

ECE 350 Matlab-Based Project #3

ECE 350 Matlab-Based Project #3 ECE 350 Malab-Based Projec #3 Due Dae: Nov. 26, 2008 Read he aached Malab uorial ad read he help files abou fucio i, subs, sem, bar, sum, aa2. he wrie a sigle Malab M file o complee he followig ask for

More information

Equivalent Half Pulse (EHP) Method for Vibration Analysis under Regular Wave

Equivalent Half Pulse (EHP) Method for Vibration Analysis under Regular Wave INERNAIONAL JOURNAL OF COASAL & OFFSHORE ENGINEERING JCOE No. / Wier 07 (-8) Equivale Half Pulse (EHP) ehod for Vibraio Aalysis uder Regular Wave ohammad Reza abeshour, Hossei Ebrahimi, ai Faemi Dowloaded

More information

Review Answers for E&CE 700T02

Review Answers for E&CE 700T02 Review Aswers for E&CE 700T0 . Deermie he curre soluio, all possible direcios, ad sepsizes wheher improvig or o for he simple able below: 4 b ma c 0 0 0-4 6 0 - B N B N ^0 0 0 curre sol =, = Ch for - -

More information

Current Control of IPMSM to Avoid Voltage Saturation for Changing Frequency and Amplitude of Vibration Torque Reference

Current Control of IPMSM to Avoid Voltage Saturation for Changing Frequency and Amplitude of Vibration Torque Reference IEEE PEDS 17, Hoolulu, USA 1-15 December 17 Corol of IPMSM o Avoid Sauraio for Chagig Frequecy ad Ampliude of ibraio Referece Ryohei Masuura, Takeo Sugiyama, Takaharu Takeshia, Yugo Tadao, Shizuori Hamada,

More information

A TAUBERIAN THEOREM FOR THE WEIGHTED MEAN METHOD OF SUMMABILITY

A TAUBERIAN THEOREM FOR THE WEIGHTED MEAN METHOD OF SUMMABILITY U.P.B. Sci. Bull., Series A, Vol. 78, Iss. 2, 206 ISSN 223-7027 A TAUBERIAN THEOREM FOR THE WEIGHTED MEAN METHOD OF SUMMABILITY İbrahim Çaak I his paper we obai a Tauberia codiio i erms of he weighed classical

More information

COS 522: Complexity Theory : Boaz Barak Handout 10: Parallel Repetition Lemma

COS 522: Complexity Theory : Boaz Barak Handout 10: Parallel Repetition Lemma COS 522: Complexiy Theory : Boaz Barak Hadou 0: Parallel Repeiio Lemma Readig: () A Parallel Repeiio Theorem / Ra Raz (available o his websie) (2) Parallel Repeiio: Simplificaios ad he No-Sigallig Case

More information

A Generalization of Hermite Polynomials

A Generalization of Hermite Polynomials Ieraioal Mahemaical Forum, Vol. 8, 213, o. 15, 71-76 HIKARI Ld, www.m-hikari.com A Geeralizaio of Hermie Polyomials G. M. Habibullah Naioal College of Busiess Admiisraio & Ecoomics Gulberg-III, Lahore,

More information

B. Maddah INDE 504 Simulation 09/02/17

B. Maddah INDE 504 Simulation 09/02/17 B. Maddah INDE 54 Simulaio 9/2/7 Queueig Primer Wha is a queueig sysem? A queueig sysem cosiss of servers (resources) ha provide service o cusomers (eiies). A Cusomer requesig service will sar service

More information

Introduction to Hypothesis Testing

Introduction to Hypothesis Testing Noe for Seember, Iroducio o Hyohei Teig Scieific Mehod. Sae a reearch hyohei or oe a queio.. Gaher daa or evidece (obervaioal or eerimeal) o awer he queio. 3. Summarize daa ad e he hyohei. 4. Draw a cocluio.

More information

THE GENERATION OF THE CURVED SPUR GEARS TOOTHING

THE GENERATION OF THE CURVED SPUR GEARS TOOTHING 5 INTERNATIONAL MEETING OF THE CARPATHIAN REGION SPECIALISTS IN THE FIELD OF GEARS THE GENERATION OF THE CURVED SPUR GEARS TOOTHING Boja Şefa, Sucală Felicia, Căilă Aurica, Tăaru Ovidiu Uiversiaea Teică

More information

Adaptive sampling based on the motion

Adaptive sampling based on the motion Adaive samlig based o he moio Soglao, Whoi-Yul Kim School of Elecrical ad Comuer Egieerig Hayag Uiversiy Seoul, Korea 33 79 Email: sliao@visio.hayag.ac.kr wykim@hayag.ac.kr Absrac Moio based adaive samlig

More information

Paper 3A3 The Equations of Fluid Flow and Their Numerical Solution Handout 1

Paper 3A3 The Equations of Fluid Flow and Their Numerical Solution Handout 1 Paper 3A3 The Equaios of Fluid Flow ad Their Numerical Soluio Hadou Iroducio A grea ma fluid flow problems are ow solved b use of Compuaioal Fluid Damics (CFD) packages. Oe of he major obsacles o he good

More information

Vibration damping of the cantilever beam with the use of the parametric excitation

Vibration damping of the cantilever beam with the use of the parametric excitation The s Ieraioal Cogress o Soud ad Vibraio 3-7 Jul, 4, Beijig/Chia Vibraio dampig of he cailever beam wih he use of he parameric exciaio Jiří TŮMA, Pavel ŠURÁNE, Miroslav MAHDA VSB Techical Uiversi of Osrava

More information

10.3 Autocorrelation Function of Ergodic RP 10.4 Power Spectral Density of Ergodic RP 10.5 Normal RP (Gaussian RP)

10.3 Autocorrelation Function of Ergodic RP 10.4 Power Spectral Density of Ergodic RP 10.5 Normal RP (Gaussian RP) ENGG450 Probabiliy ad Saisics for Egieers Iroducio 3 Probabiliy 4 Probabiliy disribuios 5 Probabiliy Desiies Orgaizaio ad descripio of daa 6 Samplig disribuios 7 Ifereces cocerig a mea 8 Comparig wo reames

More information