Active Displacement Feedback Control of a Smart Beam: Analytic and Numerical Solutions
|
|
- Holly Sherman
- 6 years ago
- Views:
Transcription
1 Procdings of th Intrnationa MutiConfrnc of Enginrs and Computr Scintists 9 Vo II IMECS 9, March 8 -, 9, Hong Kong Activ Dispacmnt Fdback Contro of a Smart Bam: Anaytic and Numrica Soutions C. SPIER, I.S. SADEK, J. C. BRUCH, JR. 3, J. M. SLOSS 4, S. ADALI 5 Abstract: Activ vibration contro of a smart bam with intgratd pizocramic actuator and snsor patchs is considrd. An anaytica soution of this probm is workd out for th cas of th controd bam incuding th mass and stiffnss of th pizocramic patchs. Th quation of motion for th controd bam incuds Havisid functions and drivativs of th Havisid function du to finit patch ngths. This maks th probm difficut to sov using convntiona mthods. An intgra quation is introducd, whr th ignsoutions of th intgra quation ar ignsoutions of th diffrntia quation of motion for th controd bam. A finit mnt mod of a controd bam is aso formuatd. Th mod contains modifid bam mnt mass and stiffnss matrics to account for th pizo patchs and contro ffct. Two cas studis ar prsntd and th first thr natura frquncis and mod shaps ar found using th finit mnt and intgra quation soutions. Th rsuts from th intgra quation soution match vry cosy th rsuts from th finit mnt soution. Kywords: Dispacmnt fdback contro, pizocramic actuators and snsors, smart structurs. INTRODUCTION In th prsnt work, an anaytica soution is proposd to find th natura frquncis and mod shaps for a controd bam with pizocramic snsor and actuator patchs. Activ vibration contro is impmntd using cosd-oop dispacmnt fdback with pizocramic patchs. Prvious soutions ngct th mass and stiffnss of th pizo patchs, which can b significant if pizocramic matrias ar usd. Th spcific controd structur to b studid is a cantivr bam with a pizocramic snsor bondd to th top surfac of th bam and a pizocramic actuator bondd to th bottom surfac of th bam. Th snsor on th top dtcts a strain whn th bam is vibrating and th output votag signa of th snsor is ampifid and snt to th actuator. Th signa snt to th actuator attmpts to countract th vibration of th bam and contro its motion. Vibration contro using pizoctric patchs is a widy rsarchd topic. Howvr, thr is no anaytica soution avaiab for an activy controd bam with Dpartmnt of Mchanica Enginring, Univrsity of Caifornia, Santa Barbara, CA 936, USA(spir@nginring.ucsb.du) Dpartmnt of Mathmatics and Statistics, Amrican Univrsity of Sharjah, Unitd Arab Emirats(sadk@aus.du) 3 Dpartmnt of Mchanica Enginring and Dpartmnt of Mathmatics, Univrsity of Caifornia, Santa Barbara, CA 936, USA (jcb@nginring.ucsb.du) 4 Dpartmnt of Mathmatics, Univrsity of Caifornia, Santa Barbara, CA 936 USA (JMSLOSS@SILCOM.COM) 5 Schoo of Mchanica Enginring, Univrsity of KwaZuu-Nata, Durban, South Africa (adai@ukzn.ac.za) finit ngth patchs whr th patch stiffnss and mass ar incudd in th quation of motion. In [], Tzou drivs th govrning quations usd in th anaysis of an activy controd structur. Th govrning quations incud th snsor votag cratd du to a vibrating bam and th trnay appid momnt th pizo actuator crats on th bam. Th snsor votag and th appid momnt ar th basis for activ contro and show up in th quation of motion. An quation of motion incuding th stiffnss and mass of th pizo patchs is drivd by Banks t a. []. In [], pizocramic patchs ar usd for th damag dtction of a structur whr th stiffnss and mass hav bn changd du to damag. Th motiv bhind Banks t a. [] is diffrnt than what is dsird for activ vibration supprssion, but th quation of motion for a cantivr bam with pizo patchs is th sam for both cass. Thr hav bn svra rsuts (s.g. [3]) for controd bams using pizocramic actuators. Howvr, ths rsuts ony us pizo patchs as actuators and do not us thm as snsors. A constant votag is appid to th actuators in ths cass and cosd-oop contro is imposd whr th snsor is continuousy snding a changing signa to th actuator. Tani t a. [4] prformd an primnt using a gap snsor to dtct th dispacmnt of th bam and th information is convrtd to votag and fd to pizocramic actuators. Anaytica soutions hav bn obtaind using an intgra quation approach for an activy controd bam [5-6]. Soss t a. [5] driv an anaytic soution to find th natura frquncis for finit ngth pizo patchs, but dos not incud th mass and stiffnss of th patch. Th soution for using mutip pizo snsor and actuator patchs, aso not incuding th stiffnss and mass of th patchs, is found in [6].. PROBLEM FORMULATION Th cantivr bam is uniform with rctanguar cross sction and is campd at and has a fr nd at. Pizocramic patchs ar bondd to th top and bottom surfacs of th bam as shown in Figur. Fig. : Schmatic of snsor and actuator patch ocations ISBN: IMECS 9
2 Procdings of th Intrnationa MutiConfrnc of Enginrs and Computr Scintists 9 Vo II IMECS 9, March 8 -, 9, Hong Kong Th pizocramic ayrs ar considrd to b prfcty bondd to th top and bottom surfacs of th astic bam and th physica proprtis of th bonding matria ar not considrd. Aso, th ffctiv ais of th pizoctric ayrs is aignd with th -ais to nsur th maimum pizoctric ffcts in snsor and actuator appications. Th ocation of th snsor is givn by s s and th ocation of th actuator is givn by a a.th transvrs dfction of th bam is rprsntd by w(,t) and th quation of motion of th activy controd bam with coocatd snsor and actuator patchs is w ρ( ) + L [ w] t whr th oprator L is dfind by s w w α ξ s L[ w] ( ) b S ( ) (.) (.) whr th prims rfr to diffrntiation with rspct to and α(), ρ(), S () andξ ar givn by (.3) (.4) (.5) ρ( ) ρbab + ρpap H ( a) H ( a) α ( ) EbIb+ EpIp H( a ) H( a) S( ) H ( a) H ( a) GEahsrsr ad3, ah3, s ξ s s (.6) for < < and t >, whr th subscripts b, a and s rfr to th proprtis of th bam, th pizocramic actuator matria and th pizocramic snsor matria, rspctivy, and ρ is th dnsity, A is th cross sction ara, E is th astic moduus, I is th momnt of inrtia, b is th bam width, and H() is th Havisid function. In quations (.3)-(.4), th patch proprtis ar now givn by E p E a E s, I p I a I s, ρ p ρ a ρ s, and A p A a A s bcaus th snsor and actuator hav th sam siz and ar of th sam matria. In quation (.6), r a (h a +h)/ is th ffctiv momnt arm, d 3,a is a pizoctric constant of th actuator, r s (h s +h)/, h 3,s is a pizoctric constant of th snsor, h is th bam thicknss, and h s is th snsor thicknss. Th output votag of a pizoctric snsor is givn by Tzou [] s h s w ϕs() t h3, srs (.7) In s s s ordr to achiv mor ffctiv vibration contro, th snsor signa is ampifid by a gain G and th rsuting signa snt to th actuator is 3. FREE VIBRATION ANALYSIS Standard fr vibration anaysis is prformd on th bam. Th transvrs motion of th bam is a function of both position and tim and is givn by wt (, ) ψ ( ) λt (3.) whr λiω. Taking th partia drivativs of w(,t) and substituting thm into th quation of motion givs λρ ψ ψ [ ] ( ) ( ) + L ( ) (3.) 4. INTEGRAL EQUATION SOLUTION An anaytic soution to quation (3.) for a bam with coocatd pizo snsor and actuator patchs is proposd. An intgra quation is introducd and it wi b shown that th ignsoutions of th intgra quation ar ignsoutions to th quation of motion. Considr th foowing intgra quation σψ ( ) ρ( sks ) (, ) ψ ( sds ) (4.) whr σ ω - and th krn is givn by K( s, ) Gs (, ) + pqs ( ) ( ) (4.) whr G(,s), p(), and q(s) ar auiiary functions. Th auiiary functions ar chosn such that thy satisfy th foowing conditions [ ] L K(, s) δ ( s) (4.3a) Gs (, ) α( ) δ( s) d d p( ) ( ) S ( ) α d d 4. Equivanc (4.3b) (4.3c) Using th rationship (4.3a), it can b shown that th ignsoutions to th intgra quation ar ignsoutions of th diffrntia quation of motion givn by quation (3.). This is dmonstratd in th foowing mannr: Assum ψ() to b a soution of th intgra quation (4.) and appy th L oprator to both sids of th intgra quation (4.), thn on obtains ϕ () t Gϕ () t (.8) a s [ ] [ ] σl ψ( ) L K(, s) ρ( s) ψ( s) ds (4.4) Th cantivr bam is campd at rsuting in zro dispacmnt and sop. Th bam is fr at giving zro shar and zro rsutant momnt. This rsuts in th foowing boundary conditions for t > w(, t ), w α ( ) w, w α( ) (.9) (.) Using th condition (4.3a) and th fundamnta proprty of th dta function, th quation (4.4) can b rducd to [ ] σl ψ( ) ρ( ) ψ( ) (4.5) which taks th sam form as th diffrntia quation givn by (3.). Hnc with an appropriaty chosn krn and auiiary functions G(,s), p(), and q(s), th ignsoutions of th intgra quation ar ignsoutions of th quation of motion. ISBN: IMECS 9
3 Procdings of th Intrnationa MutiConfrnc of Enginrs and Computr Scintists 9 Vo II IMECS 9, March 8 -, 9, Hong Kong 4. Th q(s) Function To dtrmin q(s), th rationships dfind in quations (.), (4.) and (4.3b-c), ar usd to writ L[K(,s)] as s s G p G p L[ K(, s) ] α( ) q( s) bξ q( s) S ( ) + + s s (4.6) Soving quations (4.3a)- (4.6) for q(s) yids th foowing [ ( s, ) ( s, )] bξ [ p p ] bξ G s G s (4.7) qs () ( ) ( ) s s 4.3 Th p() Function To dtrmin th patch function p(), th foowing rationship is usd d d d p α( ) H a H a d ( ) ( ) Upon intgrating quation (4.8) twic rsuts in d p (4.8) α ( ) H( a ) H( a) (4.9) d with th constants of intgration bing qua to zro. Th soution of quation (4.9) is a picwis function comprisd of th foowing < p ( ) p( ) p( ) a < a a a (4.) whr p () is a quadratic function and p () is a inar function. Th functions p () and p () ar givn by ( /)( ) a p ( ) EI b b+ EI p p ( )( ) ( )( ) a a a + / a a p( ) EI + EI b b p p (4.a) (4.b) which ar ony vaid for aignd snsor and actuator patchs ( s a and s a ). 4.4 Th G(,s) Function Th ast auiiary functions to b dtrmind ar th G(,s) and g(,s) functions. Lt g(,s) b dfind as ( ) ( ) g( s, ) gsh?(, ) s + gsh (, ) s (4.3) Th function ĝ(,s) is chosn such that g (,s) δ( s). For a cantivr bam, a function for ĝ(,s) which satisfis this condition is 3 gˆ( s, ) + s 6 < s (4.4a) 3 gˆ( s, ) s + s 6 > s (4.4b) Using th foowing rationship, G(,s) can b dtrmind Gs (, ) α( ) g (, ) s Intgrating quation (4.5) twic rsuts in th foowing (, ) ηη ( η, ) α ( η) (, ) (, ) ( ) (, ) ( ) ( ) (, ) ηη (4.5) G s g s (4.6a) G s gηη η s α η dη Gs η α η g η sdη whr th intgration constants ar qua to zro. 5. METHOD OF SOLUTION (4.6b) (4.6c) a. Choos a compt orthonorma st of functions. b. Epand th krn in trms of th Fourir sris of th orthonorma functions. c. Rduc th intgra quation to an infinit st of inar quations. d. Dtrmin th numbr of trms N such that succssiv soutions diffr by a ngigib amount.. Considr th intgra quation in which th krn is rpacd by th N-trm Fourir sris pansion of th krn. f. Th nw intgra quation is rducd to soving a inar systm of N+ quations with N+ unknowns. For th soution of th intgra quation, a st of orthonorma ignfunctions φ n () is chosn which ar thos for an uncontrod bam with no contro momnt trm. Th mod shaps of a standard cantivr bam with boundary conditions for a fid nd at and a fr nd at ar U ( Ωn ) Wn( ) V Ω n/ + T Ωn/ T ( Ω ) n ( ) ( ) whr th ignvaus ar dfind by Ω 4 (ρa/ei) 4 ω (5.) in which (5.) T( ) [ sinh( ) sin( ) ] (5.3a) U( ) [ cosh( ) + cos( ) ] (5.3b) V( ) [ cosh( ) cos( ) ] (5.3c) Th orthonorma ignfunctions ar givn by Wn ( ) ϕ n( ) W ( ) n L (5.4) Th function G(,s) can b pandd in trms of th ignfunctions φ n () of th uncontrod bam Gs (, ) Gφ ( ) φ ( s) j k jk j k (5.5) ISBN: IMECS 9
4 Procdings of th Intrnationa MutiConfrnc of Enginrs and Computr Scintists 9 Vo II IMECS 9, March 8 -, 9, Hong Kong whr jk φ k φj G G(, s) ( ) ( s) dds (5.6) Equation (4.) in trms of th auiiary functions and quations (4.) and (5.6) givs σψ ( ) G φ ( ) C + p( ) C whr j k jk j k Ck φk() sψ() s ρ() s ds, C q() sψ() s ρ() s ds (5.7) (5.8) To convrt quation (5.7) into a st of inar quations capab of bing sovd, mutipy by ρ()φ n () and intgrat from to. Aso, quation (5.7) can b mutipid by ρ()q() and intgratd from to rsuting in n jk j n k + m j k σc ρ( ) G φ ( ) φ ( ) C d ρ( ) p( ) φ ( ) C d jk j k j k (5.9) σc ρ( ) G φ ( ) C q( ) d+ ρ( ) p( ) q( ) C d for n,,,. (5.) Th st of quations can now b sovd to dtrmin th ignvaus (natura frquncis). Howvr, thr ar an infinit numbr of trms for th systm of quations. An finit numbr of trms must b sctd rsuting in a finit st of inar quations. Now th intgra quation has bn rducd to soving a inar systm of N+ quations with N+ unknowns. Onc th ignvaus ar obtaind, th mod shaps can b found using quation (5.7). 6. FINITE ELEMENT SOLUTION Th finit mnt mthod is usd as an atrnativ to th anaytic soution obtaind from th intgra quation approach. A finit mnt mod of a controd bam is constructd and th corrsponding mass and stiffnss matrics of th controd structur ar drivd. Standard bam mnts ar usd as a foundation for th mod and ar modifid to incud th mass and stiffnss of th pizo patchs and aso account for th contro momnt inducd by th pizo actuator patch. Th natura frquncis and norma mods of th controd bam ar obtaind by soving th matri quation [ M]{ U} + [ K]{ U} { } (6.) A harmonic soution is assumd for {U} in th form { U} { U} iωt (6.) rsuting in [ K] ω [ M] { U} { } (6.3) For thr to b a nontrivia soution, th dtrminant of th cofficint matri of {Ū} must b zro [ K] ω [ M] (6.4) Th poynomia of quation (6.4) can now b sovd to dtrmin th natura frquncis of th systm and th mod shaps can thn b dtrmind from quation (6.3). 6. Finit Emnt Mod Th finit mnt mod uss a combination of bam mnts and patch mnts. Patch mnts ar modifid bam mnts, which ar ncssary to account for th addd stiffnss and mass of th pizo patchs aong with th contro ffct cratd by th pizo actuator. Standard bam mnts ar usd for th sction of th bam whr thr ar no pizo patchs. Th approimating function for w(,t) is givn by w ( ) wn ( ) + θn( ) + wn 3( ) + θn4( ) (6.5) whr w and w ar th noda transvrs dispacmnts and θ and θ ar th noda rotations. Th shap functions ar th standard bam mnt shap functions 3 3 ( ) 3 +, 3 N N ( ) +, whr is th mnt ngth. 6. Mass Matrics 3 N ( ) (6.6a) N ( ) + (6.6b) Th consistnt mass matri for a uniform two-nod bam mnt is givn by ( ) T [ ] ρ [ ] [ ] m A N N d (6.7) whr [N][N () N () N 3 () N 4 ()] and is a row matri containing th shap functions. (i) Bam Emnt Mass Matri with no Pizo Patchs Th intgra in quation (6.7) can b carrid out using ρ b A b for th bam dnsity and ara and th foowing matri is obtaind ( ) ρ ba b b [ m ] (ii)patch Emnt Mass Matri with Pizo Patchs (6.8) This is simiar to th mass matri obtaind in quation (6.8) but th masss of th snsor and actuator patchs ar addd to th mass of th bam rsuting in ISBN: IMECS 9
5 Procdings of th Intrnationa MutiConfrnc of Enginrs and Computr Scintists 9 Vo II IMECS 9, March 8 -, 9, Hong Kong ( ) ( ρbab + ρpap) m p (6.9) For a on mnt patch N () N () N (), N ( ) N ( ) N ( ), N (), N ( ) 4 (6.5) 6.3 Stiffnss Matrics Th stiffnss matri for a bam mnt is obtaind using th intgra ( ) [ ] [ ] [ ] T k B EI B d (6.) whr [B] is th scond drivativ of [N] with rspct to. (i) Bam Emnt Stiffnss Matri with no Pizo Patchs Th intgra in quation (6.) can b vauatd using E b I b as th stiffnss of th bam to dtrmin th stiffnss matri for a bam mnt with no pizo patchs [ k] ( ) bnding Eb I 3 b (ii) Patch Emnt Stiffnss Matri with Pizo patchs [ ] [ ] ( ) ( ) ( ) p bnding contro k k + k whr [ k ] () is givn by (6.) and [ k] () bnding foowing sction. 6.4 Contro Matri contro (6.) (6.) wi b drivd in th To dtrmin th contro componnt of th stiffnss matri, th contro trm is mutipid by th shap functions and intgratd s w bξ [ H ( a) H ( a) ] Ni( ) d s (6.3) for i,,..,n n whr N n is th numbr of nods and Ni( ) ar th intrpoating functions dfind ovr th ntir domain. Substituting th drivativs of th shap functions into th approimating function and vauating at s and s which in trms of oca mnt coordinats is η and η whr η ( s ) Substitut quations (6.4)-(6.5) back into th origina intgra givn in quation (6.3) and intgrat th rsut by parts to obtain bξ( θ θ) N ( ) ( ) ( ) ( ) i S d Ni S (6.6) Using quations (6.6) and th fact that S ()S (), S ()[δ( a ) δ( a )], and η and η with η( a ), th contro componnt of th stiffnss matri bcoms th foowing for a sing mnt pizo patch [ ] ( k ) contro bξ bξ bξ bξ (6.7) Th patch mnt stiffnss matri with stiffnss (6.) and contro componnts (6.7) is thn dtrmind by quation (6.). 7. NUMERICAL RESULTS To vaidat th intgra quation soution, th rsuts obtaind from th intgra quation soution wi b compard with th finit mnt rsuts. An amp with coocatd pizocramic (PZT) snsor and actuator patchs wi b studid. Th first thr natura frquncis, first thr mod shaps, and tip dispacmnt givn initia dispacmnt and vocity wi b shown. Computr simuations using th Map 9.5 softwar packag ar prformd to obtain th rsuts. Th st of quations from quations (5.9) and (5.) must b truncatd to a finit st of quations in ordr to achiv a numrica soution. It is found that a si trm soution (N5) producs accurat rsuts. A finit mnt cod is aso writtn in Map 9.5 to find th natura frquncis of th controd structur. A tn mnt mod is usd whr th bam is dividd up into. mnt ngths. It was found that whn tn mnts ar usd, th frquncis wr convrging and not changing much whn mor mnts ar addd. Th mod shaps for th first two cas studis ar aso found using a Map 9.5 program. Th structur consists of an auminum bam with PZT-5H snsor and actuator patchs. Th matria proprtis and dimnsions of th bam and pizo patchs ar simiar to th primnt prformd by Xu and Koko [7] and ar istd in Tab I. For th anaysis prformd, ony coocatd snsor and actuator positions ar considrd. Th snsor and actuator aso hav th sam physica proprtis, i.. E p E a E s, ρ p ρ a ρ s, and h p h a h s. dw d [ wn ( ) θ N ( ) wn ( ) θ N ( )] [ wn () θ N () wn () θ N ()] (6.4) ISBN: IMECS 9
6 Procdings of th Intrnationa MutiConfrnc of Enginrs and Computr Scintists 9 Vo II IMECS 9, March 8 -, 9, Hong Kong Tab I: Proprtis of bam and pizo patchs Bam Proprtis Eastic Moduus E b 68 GPa Dnsity ρ b 8 kg/m 3 Width b.5 m Hight h b.965 mm Lngth.6 m PZT Proprtis Eastic Moduus E p 6 GPa Dnsity ρ p 75 kg/m 3 Width b.5 m Hight h p.75 mm Pizo Constants d V/m h V/m CASE I. Th Pizo Patchs at Coocatd Locations s a. and s a.3. Th frquncis found from th intgra quation and th finit mnt soutions for this cas ar prsntd in Tab II. Th first thr natura frquncis for various gain vaus ar shown. Tab II: Natura frquncy rsuts Gain Intgra Equation (rad/sc) Finit Emnt (rad/sc) ω.3. ω ω ω.7.6 ω ω ω ω ω ω ω ω Th first thr mod shaps for this cas using dispacmnt fdback contro dtrmind from th intgra quation soution and th finit mnt soution ar dispayd in Fig.. Th finit mnt mod is rprsntd by dashd in whi a soid in rprsnts th mod shap obtaind from th intgra quation. Fig. First Thr Mod shaps CASE II: Various Patch Configurations Th first thr natura frquncis using th intgra quation soution for coocatd patchs starting nar th bas of th bam with a s 6 and tnding in. incrmnts ar istd in Tab III. Tab III: Natura frquncis for various patch ocations (rad/sc) a s Patch Locations Gain ω ω ω ω ω ω ω ω ω ω ω ω CONCLUSION Anaytic and finit mnt soutions ar obtaind for two cas studis using dispacmnt fdback contro. Th first thr natura frquncis and mod shaps ar found for th intgra quation and finit mnt soutions. No anaytic soution istd prviousy for a controd bam that incuds th mass and stiffnss of th pizo patchs or no primnt has bn prformd to find th natura frquncy of a controd structur with pizocramic patchs. Sinc thr was no primnta data to compar th anaytic soution to, a finit mnt mod is usd to vrify th intgra quation soution. Th natura frquncy rsuts for th two cas studis obtaind from th intgra quation soution matchd vry cosy with th finit mnt soution, thrfor vrifying th anaytic soution. Th mod shaps found for Cass I and II using th intgra quation soution aso matchd vry cosy with th finit mnt soution. REFERENCES [] S. Tzou, Pizoctric Shs, Kuwr Acadmic Pubishrs, 993. [] H. T. Banks, D.J. Inman, D. J. Lo, and Y. Wang, An primntay vaidatd dtction thory in smart structurs, Journa of Sound and Vibration, vo. 9, 996, pp [3] N. D. Maw, and S. F. Asokanthan, Moda charactristics of a fib bam with mutip distributd actuators, Journa of Sound and Vibration, vo. 69, 4, pp [4] J. Tani, S. Chonan, Y. Liu, F. Takahashi, K. Ohtomo, and Y. Fuda, Y., Digita activ vibration contro of a cantivr bam with pizoctric actuators, JSME Intrnationa Journa, vo. 34, 99, pp [5] J. M. Soss, J.C. Bruch, Jr., S. Adai, and I. S. Sadk, Pizoctric patch contro using an intgra quation approach, Thin-Wad Structurs, vo. 39,, pp [6] J. M. Soss, J.C. Bruch, Jr., S. Adai, and I. S. Sadk, Intgra quation approach for bams with muti-patch pizo snsors and actuators, Journa of Vibration and Contro, vo. 8,, pp [7] S. X. Xu, and T.S. Koko, Finit mnt anaysis and dsign of activy controd pizoctric smart structurs, Finit Emnts in Anaysis and Dsign, vo. 4, 4, pp. 4-6 ISBN: IMECS 9
SME 3033 FINITE ELEMENT METHOD. Bending of Prismatic Beams (Initial notes designed by Dr. Nazri Kamsah)
Bnding of Prismatic Bams (Initia nots dsignd by Dr. Nazri Kamsah) St I-bams usd in a roof construction. 5- Gnra Loading Conditions For our anaysis, w wi considr thr typs of oading, as iustratd bow. Not:
More informationExact and Approximate Detection Probability Formulas in Fundamentals of Radar Signal Processing
Exact and Approximat tction robabiity Formuas in Fundamntas of Radar Signa rocssing Mark A. Richards Sptmbr 8 Introduction Tab 6. in th txt Fundamntas of Radar Signa rocssing, nd d. [], is rproducd bow.
More informationKeywords: Sectional forces, bending moment, shear force, finite element, Bernoulli-Euler beam, concentrated moving loads
Shock and Vibration 15 (2008) 147 162 147 IOS Prss Finit-mnt formua for cacuating th sctiona forcs of a Brnoui-Eur bam on continuousy viscoastic foundation subjctd to concntratd moving oads Ping Lou Schoo
More informationdt d Chapter 30: 1-Faraday s Law of induction (induced EMF) Chapter 30: 1-Faraday s Law of induction (induced Electromotive Force)
Chaptr 3: 1-Faraday s aw of induction (inducd ctromotiv Forc) Variab (incrasing) Constant Variab (dcrasing) whn a magnt is movd nar a wir oop of ara A, currnt fows through that wir without any battris!
More informationMethod for including restrained warping in traditional frame analyses
thod for incuding rstraind arping in traditiona fram anayss PCJ Hoognboom and A Borgart Facuty of Civi Enginring and Goscincs Facuty of Architctur, Dft Univrsity of Tchnoogy, Dft, Th Nthrands Rstraind
More informationVSMN30 FINITA ELEMENTMETODEN - DUGGA
VSMN3 FINITA ELEMENTMETODEN - DUGGA 1-11-6 kl. 8.-1. Maximum points: 4, Rquird points to pass: Assistanc: CALFEM manual and calculator Problm 1 ( 8p ) 8 7 6 5 y 4 1. m x 1 3 1. m Th isotropic two-dimnsional
More informationMiddle East Technical University Department of Mechanical Engineering ME 413 Introduction to Finite Element Analysis
Middl East Tchnical Univrsity Dpartmnt of Mchanical Enginring ME Introduction to Finit Elmnt Analysis Chaptr 5 Two-Dimnsional Formulation Ths nots ar prpard by Dr. Cünyt Srt http://www.m.mtu.du.tr/popl/cunyt
More informationFourier Transforms and the Wave Equation. Key Mathematics: More Fourier transform theory, especially as applied to solving the wave equation.
Lur 7 Fourir Transforms and th Wav Euation Ovrviw and Motivation: W first discuss a fw faturs of th Fourir transform (FT), and thn w solv th initial-valu problm for th wav uation using th Fourir transform
More informationNEW APPLICATIONS OF THE ABEL-LIOUVILLE FORMULA
NE APPLICATIONS OF THE ABEL-LIOUVILLE FORMULA Mirca I CÎRNU Ph Dp o Mathmatics III Faculty o Applid Scincs Univrsity Polithnica o Bucharst Cirnumirca @yahoocom Abstract In a rcnt papr [] 5 th indinit intgrals
More information10. The Discrete-Time Fourier Transform (DTFT)
Th Discrt-Tim Fourir Transform (DTFT Dfinition of th discrt-tim Fourir transform Th Fourir rprsntation of signals plays an important rol in both continuous and discrt signal procssing In this sction w
More information22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches.
Subjct Chmistry Papr No and Titl Modul No and Titl Modul Tag 8/ Physical Spctroscopy / Brakdown of th Born-Oppnhimr approximation. Slction ruls for rotational-vibrational transitions. P, R branchs. CHE_P8_M
More informationA Sub-Optimal Log-Domain Decoding Algorithm for Non-Binary LDPC Codes
Procdings of th 9th WSEAS Intrnational Confrnc on APPLICATIONS of COMPUTER ENGINEERING A Sub-Optimal Log-Domain Dcoding Algorithm for Non-Binary LDPC Cods CHIRAG DADLANI and RANJAN BOSE Dpartmnt of Elctrical
More informationSection 11.6: Directional Derivatives and the Gradient Vector
Sction.6: Dirctional Drivativs and th Gradint Vctor Practic HW rom Stwart Ttbook not to hand in p. 778 # -4 p. 799 # 4-5 7 9 9 35 37 odd Th Dirctional Drivativ Rcall that a b Slop o th tangnt lin to th
More informationThe Fourier Transform Solution for the Green s Function of Monoenergetic Neutron Transport Theory
4 Hawaii Univrsity Intrnationa Confrncs Scinc Tchnoogy Enginring ath & Education Jun 6 7 & 8 4 Aa oana Hot Honouu Hawaii Th Fourir Transform Soution for th Grn s Function of ononrgtic Nutron Transport
More informationMiddle East Technical University Department of Mechanical Engineering ME 413 Introduction to Finite Element Analysis
Middl East Tchnical Univrsity Dpartmnt of Mchanical Enginring ME 43 Introduction to Finit Elmnt Analysis Chaptr 3 Computr Implmntation of D FEM Ths nots ar prpard by Dr. Cünyt Srt http://www.m.mtu.du.tr/popl/cunyt
More informationEinstein Equations for Tetrad Fields
Apiron, Vol 13, No, Octobr 006 6 Einstin Equations for Ttrad Filds Ali Rıza ŞAHİN, R T L Istanbul (Turky) Evry mtric tnsor can b xprssd by th innr product of ttrad filds W prov that Einstin quations for
More informationA Propagating Wave Packet Group Velocity Dispersion
Lctur 8 Phys 375 A Propagating Wav Packt Group Vlocity Disprsion Ovrviw and Motivation: In th last lctur w lookd at a localizd solution t) to th 1D fr-particl Schrödingr quation (SE) that corrsponds to
More informationThe Matrix Exponential
Th Matrix Exponntial (with xrciss) by Dan Klain Vrsion 28928 Corrctions and commnts ar wlcom Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix () A A k I + A + k!
More informationThe Matrix Exponential
Th Matrix Exponntial (with xrciss) by D. Klain Vrsion 207.0.05 Corrctions and commnts ar wlcom. Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix A A k I + A + k!
More information2.3 Matrix Formulation
23 Matrix Formulation 43 A mor complicatd xampl ariss for a nonlinar systm of diffrntial quations Considr th following xampl Exampl 23 x y + x( x 2 y 2 y x + y( x 2 y 2 (233 Transforming to polar coordinats,
More informationOptimal Locations on Timoshenko Beam with PZT S/A for Suppressing 2Dof Vibration Based on LQR-MOPSO
Journa of Soid Mchanics Vo., No. (8) pp. 364-386 Optima Locations on Timoshnko Bam with PZT S/A for Supprssing Dof Vibration Basd on LQR-MOPSO M. Hasanu, A. Baghri * Dpartmnt of Mchanica Enginring, Facuty
More information1 Isoparametric Concept
UNIVERSITY OF CALIFORNIA BERKELEY Dpartmnt of Civil Enginring Spring 06 Structural Enginring, Mchanics and Matrials Profssor: S. Govindj Nots on D isoparamtric lmnts Isoparamtric Concpt Th isoparamtric
More informationMiddle East Technical University Department of Mechanical Engineering ME 413 Introduction to Finite Element Analysis
Middl East Tchnical Univrsity Dpartmnt of Mchanical Enginring ME 4 Introduction to Finit Elmnt Analysis Chaptr 4 Trusss, Bams and Frams Ths nots ar prpard by Dr. Cünyt Srt http://www.m.mtu.du.tr/popl/cunyt
More informationIntro to QM due: February 8, 2019 Problem Set 12
Intro to QM du: Fbruary 8, 9 Prob St Prob : Us [ x i, p j ] i δ ij to vrify that th anguar ontu oprators L i jk ɛ ijk x j p k satisfy th coutation rations [ L i, L j ] i k ɛ ijk Lk, [ L i, x j ] i k ɛ
More information4.2 Design of Sections for Flexure
4. Dsign of Sctions for Flxur This sction covrs th following topics Prliminary Dsign Final Dsign for Typ 1 Mmbrs Spcial Cas Calculation of Momnt Dmand For simply supportd prstrssd bams, th maximum momnt
More informationExam 1. It is important that you clearly show your work and mark the final answer clearly, closed book, closed notes, no calculator.
Exam N a m : _ S O L U T I O N P U I D : I n s t r u c t i o n s : It is important that you clarly show your work and mark th final answr clarly, closd book, closd nots, no calculator. T i m : h o u r
More information1 General boundary conditions in diffusion
Gnral boundary conditions in diffusion Πρόβλημα 4.8 : Δίνεται μονοδιάτατη πλάκα πάχους, που το ένα άκρο της κρατιέται ε θερμοκραία T t και το άλλο ε θερμοκραία T 2 t. Αν η αρχική θερμοκραία της πλάκας
More information2008 AP Calculus BC Multiple Choice Exam
008 AP Multipl Choic Eam Nam 008 AP Calculus BC Multipl Choic Eam Sction No Calculator Activ AP Calculus 008 BC Multipl Choic. At tim t 0, a particl moving in th -plan is th acclration vctor of th particl
More informationFinite element discretization of Laplace and Poisson equations
Finit lmnt discrtization of Laplac and Poisson quations Yashwanth Tummala Tutor: Prof S.Mittal 1 Outlin Finit Elmnt Mthod for 1D Introduction to Poisson s and Laplac s Equations Finit Elmnt Mthod for 2D-Discrtization
More informationCOHORT MBA. Exponential function. MATH review (part2) by Lucian Mitroiu. The LOG and EXP functions. Properties: e e. lim.
MTH rviw part b Lucian Mitroiu Th LOG and EXP functions Th ponntial function p : R, dfind as Proprtis: lim > lim p Eponntial function Y 8 6 - -8-6 - - X Th natural logarithm function ln in US- log: function
More informationDynamic Modelling of Hoisting Steel Wire Rope. Da-zhi CAO, Wen-zheng DU, Bao-zhu MA *
17 nd Intrnational Confrnc on Mchanical Control and Automation (ICMCA 17) ISBN: 978-1-6595-46-8 Dynamic Modlling of Hoisting Stl Wir Rop Da-zhi CAO, Wn-zhng DU, Bao-zhu MA * and Su-bing LIU Xi an High
More informationThat is, we start with a general matrix: And end with a simpler matrix:
DIAGON ALIZATION OF THE STR ESS TEN SOR INTRO DUCTIO N By th us of Cauchy s thorm w ar abl to rduc th numbr of strss componnts in th strss tnsor to only nin valus. An additional simplification of th strss
More informationAS 5850 Finite Element Analysis
AS 5850 Finit Elmnt Analysis Two-Dimnsional Linar Elasticity Instructor Prof. IIT Madras Equations of Plan Elasticity - 1 displacmnt fild strain- displacmnt rlations (infinitsimal strain) in matrix form
More informationHydrogen Atom and One Electron Ions
Hydrogn Atom and On Elctron Ions Th Schrödingr quation for this two-body problm starts out th sam as th gnral two-body Schrödingr quation. First w sparat out th motion of th cntr of mass. Th intrnal potntial
More informationDIFFERENTIAL EQUATION
MD DIFFERENTIAL EQUATION Sllabus : Ordinar diffrntial quations, thir ordr and dgr. Formation of diffrntial quations. Solution of diffrntial quations b th mthod of sparation of variabls, solution of homognous
More informationTheory of Dipole-Exchange Spin Excitations in a Spherical Ferromagnetic Nanoshell, consideration of the Boundary Conditions V.V.
Intrnationa Journa of Enginring Rsarch & Scinc (IJOER) ISSN: [395-699] [Vo-3 Issu-9 Sptmbr- 7] Thory of Dipo-Exchang Spin Excitations in a Sphrica Frromagntic Nanosh considration of th Boundary Conditions
More informationRational Approximation for the one-dimensional Bratu Equation
Intrnational Journal of Enginring & Tchnology IJET-IJES Vol:3 o:05 5 Rational Approximation for th on-dimnsional Bratu Equation Moustafa Aly Soliman Chmical Enginring Dpartmnt, Th British Univrsity in
More informationTitle: Vibrational structure of electronic transition
Titl: Vibrational structur of lctronic transition Pag- Th band spctrum sn in th Ultra-Violt (UV) and visibl (VIS) rgions of th lctromagntic spctrum can not intrprtd as vibrational and rotational spctrum
More informationBasic Polyhedral theory
Basic Polyhdral thory Th st P = { A b} is calld a polyhdron. Lmma 1. Eithr th systm A = b, b 0, 0 has a solution or thr is a vctorπ such that π A 0, πb < 0 Thr cass, if solution in top row dos not ist
More informationDifferential Equations
UNIT I Diffrntial Equations.0 INTRODUCTION W li in a world of intrrlatd changing ntitis. Th locit of a falling bod changs with distanc, th position of th arth changs with tim, th ara of a circl changs
More informationCalculus concepts derivatives
All rasonabl fforts hav bn mad to mak sur th nots ar accurat. Th author cannot b hld rsponsibl for any damags arising from th us of ths nots in any fashion. Calculus concpts drivativs Concpts involving
More informationu 3 = u 3 (x 1, x 2, x 3 )
Lctur 23: Curvilinar Coordinats (RHB 8.0 It is oftn convnint to work with variabls othr than th Cartsian coordinats x i ( = x, y, z. For xampl in Lctur 5 w mt sphrical polar and cylindrical polar coordinats.
More informationHigher-Order Homogenization of Initial/ Boundary-Value Problem
Highr-Ordr Homognization of Initia/ Boundar-Vau Probm Jacob Fish and Wn Chn Dpartmnts of Civi Mchanica and Arospac Enginring Rnssar Potchnic Institut Tro NY 1218 USA Abstract: Highr-ordr homognization
More informationHomotopy perturbation technique
Comput. Mthods Appl. Mch. Engrg. 178 (1999) 257±262 www.lsvir.com/locat/cma Homotopy prturbation tchniqu Ji-Huan H 1 Shanghai Univrsity, Shanghai Institut of Applid Mathmatics and Mchanics, Shanghai 272,
More informationConstruction of asymmetric orthogonal arrays of strength three via a replacement method
isid/ms/26/2 Fbruary, 26 http://www.isid.ac.in/ statmath/indx.php?modul=prprint Construction of asymmtric orthogonal arrays of strngth thr via a rplacmnt mthod Tian-fang Zhang, Qiaoling Dng and Alok Dy
More informationSearch sequence databases 3 10/25/2016
Sarch squnc databass 3 10/25/2016 Etrm valu distribution Ø Suppos X is a random variabl with probability dnsity function p(, w sampl a larg numbr S of indpndnt valus of X from this distribution for an
More informationME 321 Kinematics and Dynamics of Machines S. Lambert Winter 2002
3.4 Forc Analysis of Linkas An undrstandin of forc analysis of linkas is rquird to: Dtrmin th raction forcs on pins, tc. as a consqunc of a spcifid motion (don t undrstimat th sinificanc of dynamic or
More informationInstantaneous Cutting Force Model in High-Speed Milling Process with Gyroscopic Effect
Advancd Matrials sarch Onlin: -8-6 ISS: 66-8985, Vols. 34-36, pp 389-39 doi:.48/www.scintific.nt/am.34-36.389 rans ch Publications, Switzrland Instantanous Cutting Forc Modl in High-Spd Milling Procss
More informationIntroduction to Condensed Matter Physics
Introduction to Condnsd Mattr Physics pcific hat M.P. Vaughan Ovrviw Ovrviw of spcific hat Hat capacity Dulong-Ptit Law Einstin modl Dby modl h Hat Capacity Hat capacity h hat capacity of a systm hld at
More informationKoch Fractal Boundary Single feed Circularly Polarized Microstrip Antenna
1 Journal of Microwavs, Optolctronics and Elctromagntic Applications, Vol. 6, No. 2, Dcmbr 2007 406 Koch Fractal Boundary Singl fd Circularly Polarizd Microstrip Antnna P. Nagswara Rao and N. V. S.N Sarma
More informationLecture 28 Title: Diatomic Molecule : Vibrational and Rotational spectra
Lctur 8 Titl: Diatomic Molcul : Vibrational and otational spctra Pag- In this lctur w will undrstand th molcular vibrational and rotational spctra of diatomic molcul W will start with th Hamiltonian for
More informationcycle that does not cross any edges (including its own), then it has at least
W prov th following thorm: Thorm If a K n is drawn in th plan in such a way that it has a hamiltonian cycl that dos not cross any dgs (including its own, thn it has at last n ( 4 48 π + O(n crossings Th
More informationProblem Set 6 Solutions
6.04/18.06J Mathmatics for Computr Scinc March 15, 005 Srini Dvadas and Eric Lhman Problm St 6 Solutions Du: Monday, March 8 at 9 PM in Room 3-044 Problm 1. Sammy th Shark is a financial srvic providr
More informationDynamic response of a finite length euler-bernoulli beam on linear and nonlinear viscoelastic foundations to a concentrated moving force
Journal of Mchanical Scinc and Tchnology 2 (1) (21) 1957~1961 www.springrlink.com/contnt/1738-9x DOI 1.17/s1226-1-7-x Dynamic rspons of a finit lngth ulr-brnoulli bam on linar and nonlinar viscolastic
More informationNon-Uniform Motion of the Three-Body Problem When the Primaries Are Oblate Spheroids
IOSR Journa of Enginring (IOSRJEN) ISSN (): 50-301, ISSN (p): 78-8719 Vo. 08, Issu 6 (Jun. 018), V (II) PP 41-47 www.iosrjn.org Non-Uniform Motion of th Thr-Body Probm Whn th Primaris Ar Obat Sphroids
More informationMor Tutorial at www.dumblittldoctor.com Work th problms without a calculator, but us a calculator to chck rsults. And try diffrntiating your answrs in part III as a usful chck. I. Applications of Intgration
More informationTypes of Transfer Functions. Types of Transfer Functions. Types of Transfer Functions. Ideal Filters. Ideal Filters
Typs of Transfr Typs of Transfr x[n] X( LTI h[n] H( y[n] Y( y [ n] h[ k] x[ n k] k Y ( H ( X ( Th tim-domain classification of an LTI digital transfr function is basd on th lngth of its impuls rspons h[n]:
More informationThe pn junction: 2 Current vs Voltage (IV) characteristics
Th pn junction: Currnt vs Voltag (V) charactristics Considr a pn junction in quilibrium with no applid xtrnal voltag: o th V E F E F V p-typ Dpltion rgion n-typ Elctron movmnt across th junction: 1. n
More informationDesign Guidelines for Quartz Crystal Oscillators. R 1 Motional Resistance L 1 Motional Inductance C 1 Motional Capacitance C 0 Shunt Capacitance
TECHNICAL NTE 30 Dsign Guidlins for Quartz Crystal scillators Introduction A CMS Pirc oscillator circuit is wll known and is widly usd for its xcllnt frquncy stability and th wid rang of frquncis ovr which
More informationDifferentiation of Exponential Functions
Calculus Modul C Diffrntiation of Eponntial Functions Copyright This publication Th Northrn Albrta Institut of Tchnology 007. All Rights Rsrvd. LAST REVISED March, 009 Introduction to Diffrntiation of
More informationApplication of Vague Soft Sets in students evaluation
Availabl onlin at www.plagiarsarchlibrary.com Advancs in Applid Scinc Rsarch, 0, (6):48-43 ISSN: 0976-860 CODEN (USA): AASRFC Application of Vagu Soft Sts in studnts valuation B. Chtia*and P. K. Das Dpartmnt
More informationElements of Statistical Thermodynamics
24 Elmnts of Statistical Thrmodynamics Statistical thrmodynamics is a branch of knowldg that has its own postulats and tchniqus. W do not attmpt to giv hr vn an introduction to th fild. In this chaptr,
More informationHigher order derivatives
Robrto s Nots on Diffrntial Calculus Chaptr 4: Basic diffrntiation ruls Sction 7 Highr ordr drivativs What you nd to know alrady: Basic diffrntiation ruls. What you can larn hr: How to rpat th procss of
More information(Upside-Down o Direct Rotation) β - Numbers
Amrican Journal of Mathmatics and Statistics 014, 4(): 58-64 DOI: 10593/jajms0140400 (Upsid-Down o Dirct Rotation) β - Numbrs Ammar Sddiq Mahmood 1, Shukriyah Sabir Ali,* 1 Dpartmnt of Mathmatics, Collg
More information2F1120 Spektrala transformer för Media Solutions to Steiglitz, Chapter 1
F110 Spktrala transformr för Mdia Solutions to Stiglitz, Chaptr 1 Prfac This documnt contains solutions to slctd problms from Kn Stiglitz s book: A Digital Signal Procssing Primr publishd by Addison-Wsly.
More information5.80 Small-Molecule Spectroscopy and Dynamics
MIT OpnCoursWar http://ocw.mit.du 5.80 Small-Molcul Spctroscopy and Dynamics Fall 008 For information about citing ths matrials or our Trms of Us, visit: http://ocw.mit.du/trms. Lctur # 3 Supplmnt Contnts
More informationMAE4700/5700 Finite Element Analysis for Mechanical and Aerospace Design
MAE4700/5700 Finit Elmnt Analysis for Mchanical and Arospac Dsign Cornll Univrsity, Fall 2009 Nicholas Zabaras Matrials Procss Dsign and Control Laboratory Sibly School of Mchanical and Arospac Enginring
More informationEigenvalue Distributions of Quark Matrix at Finite Isospin Chemical Potential
Tim: Tusday, 5: Room: Chsapak A Eignvalu Distributions of Quark Matri at Finit Isospin Chmical Potntial Prsntr: Yuji Sasai Tsuyama National Collg of Tchnology Co-authors: Grnot Akmann, Atsushi Nakamura
More informationEECE 301 Signals & Systems Prof. Mark Fowler
EECE 301 Signals & Systms Prof. Mark Fowlr ot St #21 D-T Signals: Rlation btwn DFT, DTFT, & CTFT 1/16 W can us th DFT to implmnt numrical FT procssing This nabls us to numrically analyz a signal to find
More informationText: WMM, Chapter 5. Sections , ,
Lcturs 6 - Continuous Probabilit Distributions Tt: WMM, Chaptr 5. Sctions 6.-6.4, 6.6-6.8, 7.-7. In th prvious sction, w introduc som of th common probabilit distribution functions (PDFs) for discrt sampl
More informationCPE702 Algorithm Analysis and Design Week 11 String Processing
CPE702 Agorithm Anaysis and Dsign Wk 11 String Procssing Prut Boonma prut@ng.cmu.ac.th Dpartmnt of Computr Enginring Facuty of Enginring, Chiang Mai Univrsity Basd on Sids by M.T. Goodrich and R. Tamassia
More informationSolution: APPM 1360 Final (150 pts) Spring (60 pts total) The following parts are not related, justify your answers:
APPM 6 Final 5 pts) Spring 4. 6 pts total) Th following parts ar not rlatd, justify your answrs: a) Considr th curv rprsntd by th paramtric quations, t and y t + for t. i) 6 pts) Writ down th corrsponding
More informationEvaluating Reliability Systems by Using Weibull & New Weibull Extension Distributions Mushtak A.K. Shiker
Evaluating Rliability Systms by Using Wibull & Nw Wibull Extnsion Distributions Mushtak A.K. Shikr مشتاق عبذ الغني شخير Univrsity of Babylon, Collg of Education (Ibn Hayan), Dpt. of Mathmatics Abstract
More informationTRANSVERSE FAR-FIELD DISTRIBUTION IN QUANTUM CASCADE LASER
VOL. 4, O. 1, FEBRUARY 9 ISS 1819-668 ARP Journa of Enginring and Appid Scincs 6-9 Asian Rsarch Pubishing twork (ARP. A rights rsrvd. www.arpnjournas.com TRASVERSE FAR-FIELD DISTRIBUTIO I QUATUM CASCADE
More informationThe graph of y = x (or y = ) consists of two branches, As x 0, y + ; as x 0, y +. x = 0 is the
Copyright itutcom 005 Fr download & print from wwwitutcom Do not rproduc by othr mans Functions and graphs Powr functions Th graph of n y, for n Q (st of rational numbrs) y is a straight lin through th
More informationProbability and Stochastic Processes: A Friendly Introduction for Electrical and Computer Engineers Roy D. Yates and David J.
Probability and Stochastic Procsss: A Frindly Introduction for Elctrical and Computr Enginrs Roy D. Yats and David J. Goodman Problm Solutions : Yats and Goodman,4.3. 4.3.4 4.3. 4.4. 4.4.4 4.4.6 4.. 4..7
More informationINTEGRATION BY PARTS
Mathmatics Rvision Guids Intgration by Parts Pag of 7 MK HOME TUITION Mathmatics Rvision Guids Lvl: AS / A Lvl AQA : C Edcl: C OCR: C OCR MEI: C INTEGRATION BY PARTS Vrsion : Dat: --5 Eampls - 6 ar copyrightd
More informationNote If the candidate believes that e x = 0 solves to x = 0 or gives an extra solution of x = 0, then withhold the final accuracy mark.
. (a) Eithr y = or ( 0, ) (b) Whn =, y = ( 0 + ) = 0 = 0 ( + ) = 0 ( )( ) = 0 Eithr = (for possibly abov) or = A 3. Not If th candidat blivs that = 0 solvs to = 0 or givs an tra solution of = 0, thn withhold
More informationExtraction of Doping Density Distributions from C-V Curves
Extraction of Doping Dnsity Distributions from C-V Curvs Hartmut F.-W. Sadrozinski SCIPP, Univ. California Santa Cruz, Santa Cruz, CA 9564 USA 1. Connction btwn C, N, V Start with Poisson quation d V =
More informationMATH 1080 Test 2-SOLUTIONS Spring
MATH Tst -SOLUTIONS Spring 5. Considr th curv dfind by x = ln( 3y + 7) on th intrval y. a. (5 points) St up but do not simplify or valuat an intgral rprsnting th lngth of th curv on th givn intrval. =
More informationSliding Mode Flow Rate Observer Design
Sliding Mod Flow Rat Obsrvr Dsign Song Liu and Bin Yao School of Mchanical Enginring, Purdu Univrsity, Wst Lafaytt, IN797, USA liu(byao)@purdudu Abstract Dynamic flow rat information is ndd in a lot of
More informationLecture 37 (Schrödinger Equation) Physics Spring 2018 Douglas Fields
Lctur 37 (Schrödingr Equation) Physics 6-01 Spring 018 Douglas Filds Rducd Mass OK, so th Bohr modl of th atom givs nrgy lvls: E n 1 k m n 4 But, this has on problm it was dvlopd assuming th acclration
More informationWhy is a E&M nature of light not sufficient to explain experiments?
1 Th wird world of photons Why is a E&M natur of light not sufficint to xplain xprimnts? Do photons xist? Som quantum proprtis of photons 2 Black body radiation Stfan s law: Enrgy/ ara/ tim = Win s displacmnt
More informationLegendre Wavelets for Systems of Fredholm Integral Equations of the Second Kind
World Applid Scincs Journal 9 (9): 8-, ISSN 88-495 IDOSI Publications, Lgndr Wavlts for Systs of Frdhol Intgral Equations of th Scond Kind a,b tb (t)= a, a,b a R, a. J. Biazar and H. Ebrahii Dpartnt of
More informationthe output is Thus, the output lags in phase by θ( ωo) radians Rewriting the above equation we get
Th output y[ of a frquncy-sctiv LTI iscrt-tim systm with a frquncy rspons H ( xhibits som ay rativ to th input caus by th nonro phas rspons θ( ω arg{ H ( } of th systm For an input A cos( ωo n + φ, < n
More information1973 AP Calculus AB: Section I
97 AP Calculus AB: Sction I 9 Minuts No Calculator Not: In this amination, ln dnots th natural logarithm of (that is, logarithm to th bas ).. ( ) d= + C 6 + C + C + C + C. If f ( ) = + + + and ( ), g=
More informationDifferential Equations
Prfac Hr ar m onlin nots for m diffrntial quations cours that I tach hr at Lamar Univrsit. Dspit th fact that ths ar m class nots, th should b accssibl to anon wanting to larn how to solv diffrntial quations
More informationNONLINEAR ANALYSIS OF PLATE BENDING
NONLINEAR ANALYSIS OF PLATE BENDING CONTENTS Govrning Equations of th First-Ordr Shar Dformation thor (FSDT) Finit lmnt modls of FSDT Shar and mmbran locking Computr implmntation Strss calculation Numrical
More informationQuasi-Classical States of the Simple Harmonic Oscillator
Quasi-Classical Stats of th Simpl Harmonic Oscillator (Draft Vrsion) Introduction: Why Look for Eignstats of th Annihilation Oprator? Excpt for th ground stat, th corrspondnc btwn th quantum nrgy ignstats
More informationCHAPTER 1. Introductory Concepts Elements of Vector Analysis Newton s Laws Units The basis of Newtonian Mechanics D Alembert s Principle
CHPTER 1 Introductory Concpts Elmnts of Vctor nalysis Nwton s Laws Units Th basis of Nwtonian Mchanics D lmbrt s Principl 1 Scinc of Mchanics: It is concrnd with th motion of matrial bodis. odis hav diffrnt
More informationElectromagnetic scattering. Graduate Course Electrical Engineering (Communications) 1 st Semester, Sharif University of Technology
Elctromagntic scattring Graduat Cours Elctrical Enginring (Communications) 1 st Smstr, 1388-1389 Sharif Univrsity of Tchnology Contnts of lctur 8 Contnts of lctur 8: Scattring from small dilctric objcts
More informationnd the particular orthogonal trajectory from the family of orthogonal trajectories passing through point (0; 1).
Eamn EDO. Givn th family of curvs y + C nd th particular orthogonal trajctory from th family of orthogonal trajctoris passing through point (0; ). Solution: In th rst plac, lt us calculat th di rntial
More informationLimiting value of higher Mahler measure
Limiting valu of highr Mahlr masur Arunabha Biswas a, Chris Monico a, a Dpartmnt of Mathmatics & Statistics, Txas Tch Univrsity, Lubbock, TX 7949, USA Abstract W considr th k-highr Mahlr masur m k P )
More informationCalculation of Morse Potential Parameters of bcc Crystals and Application to Anharmonic Interatomic Effective Potential, Local Force Constant
VNU Journal of Scinc: Mathmatics Physics, Vol. 31, No. 3 (15) 3-3 Calculation of Mors Potntial Paramtrs of bcc Crystals and Application to Anharmonic Intratomic Effctiv Potntial, Local Forc Constant Nguyn
More informationChapter 6. The Discrete Fourier Transform and The Fast Fourier Transform
Pusan ational Univrsity Chaptr 6. Th Discrt Fourir Transform and Th Fast Fourir Transform 6. Introduction Frquncy rsponss of discrt linar tim invariant systms ar rprsntd by Fourir transform or z-transforms.
More informationMock Exam 2 Section A
Mock Eam Mock Eam Sction A. Rfrnc: HKDSE Math M Q ( + a) n n n n + C ( a) + C( a) + C ( a) + nn ( ) a nn ( )( n ) a + na + + + 6 na 6... () \ nn ( ) a n( n )( n ) a + 6... () 6 6 From (): a... () n Substituting
More informationLinear-Phase FIR Transfer Functions. Functions. Functions. Functions. Functions. Functions. Let
It is impossibl to dsign an IIR transfr function with an xact linar-phas It is always possibl to dsign an FIR transfr function with an xact linar-phas rspons W now dvlop th forms of th linarphas FIR transfr
More informationRandom Access Techniques: ALOHA (cont.)
Random Accss Tchniqus: ALOHA (cont.) 1 Exampl [ Aloha avoiding collision ] A pur ALOHA ntwork transmits a 200-bit fram on a shard channl Of 200 kbps at tim. What is th rquirmnt to mak this fram collision
More information843. Efficient modeling and simulations of Lamb wave propagation in thin plates by using a new spectral plate element
843. Efficint modling and simulations of Lamb wav propagation in thin plats by using a nw spctral plat lmnt Chunling Xu, Xinwi Wang Stat Ky Laboratory of Mchanics and Control of Mchanical Structurs aning
More informationBackground: We have discussed the PIB, HO, and the energy of the RR model. In this chapter, the H-atom, and atomic orbitals.
Chaptr 7 Th Hydrogn Atom Background: W hav discussd th PIB HO and th nrgy of th RR modl. In this chaptr th H-atom and atomic orbitals. * A singl particl moving undr a cntral forc adoptd from Scott Kirby
More information