TRANSIENT EFFECTS IN ELECTRON TRANSPORT ACROSS A QUANTUM WIRE INTERACTING WITH A SUBSTRATE

Size: px
Start display at page:

Download "TRANSIENT EFFECTS IN ELECTRON TRANSPORT ACROSS A QUANTUM WIRE INTERACTING WITH A SUBSTRATE"

Transcription

1 Aca Physicae Superficierum Vol. XII 2012 TRANSIENT EFFECTS IN ELECTRON TRANSPORT ACROSS A QUANTUM WIRE INTERACTING WITH A SUBSTRATE R. TARANKO Insiue of Physics, Marie Curie-Sk lodowska Universiy, Lublin, Poland address: ryszard.aranko@umcs.pl T. KWAPIŃSKI Insiue of Physics, Marie Curie-Sk lodowska Universiy, Lublin, Poland address: omasz.kwapinski@umcs.pl Absrac. Time-dependen elecron ranspor hrough a linear chain of quanum dos is sudied heoreically using he model igh-binding Hamilonian and he equaion of moion for he appropriae correlaion funcions. The wire is addiionally coupled wih he insulaor, semiconducor or meallic subsrae. The ransien effecs, which are induced by a sudden chemical poenial drop, are analyzed. We have found ha he ransien curren oscillaions occur also in he case of a wire coupled wih he surface bu he curren values decrease especially for he subsrae wih srongly localized elecrons. Moreover, depending on he subsrae and he wire-subsrae couplings he elecron occupaions of he wire sies oscillae afer he poenial drop and hey form a kind of charge wave along he wire. 1. Inroducion Recenly ime-dependen elecron ranspor in he low-dimensional quanum sysems has been he subjec of boh heoreical and experimenal invesigaions. Such sysems reveal ineresing physical possibiliies for elecron ranspor which are ofen quie differen in comparison wih he saionary case. For a single quanum do (QD) coupled wih wo elecron reservoirs and driven by exernal ac signal many new effecs have been found like he phoon assised unnelling, urnsile effecs or elecron pumping [1, 2, 3]. The pumping curren flowing be-

2 2 Aca Physicae Superficierum ween unbiased leads appears for a periodic change of one or more device-conrol parameers [4, 5]. In comparison wih a single QD more ineresing are complex sysems consising of a larger number of QDs, e.g. T-shape geomery of QDs, Aharonov-Bohm ring sysems or one-dimensional linear chain of coupled QDs (quanum wire, QW). In he saionary case he conducance of hese sysems is quanized and depends on he QD geomery as well as on he oal number of QD sies. For linear aomic wires i urns ou ha he conducance depends on wheher he number of sies is even or odd (even-odd conducance oscillaions) [6] bu also he oscillaions wih larger periods may occur [7]. One-dimensional aomic wires can be fabricaed on vicinal surfaces and invesigaed by means of scanning unnelling microscopes [8]. These srucures are very sable and he measuremen can be repeaed many imes, however, i is difficul o conrol/change all wire parameers and he wire-subsrae couplings. The bes mehod for invesigaions of linear chains seems o be a row of coupled QDs (series of QDs) where all QD parameers are conrolled by he addiional exernal elecrodes. For such real wires elecrons flow no only beween QD sies bu also hey can inerac wih he subsrae. The wire-subsrae couplings are especially imporan for conducing (meallic or semiconducor) surfaces because he conducance depends on wheher or no he surface elecrons are localized or delocalized [9]. To adop such nanosysems in pracical devices, i is essenial o undersand he behaviour of ransien currens appearing, for example, in response o an abrup drop of he source-drain volage applied across he sysem. Especially, bearing in mind he emerging field of he quanum compuing, i would be desirable o perform he simulaions of ranspor properies also in a ransien imescale when some parameers of he QD sysem are suddenly changed. In his paper we sudy heoreically he ranspor properies of a linear chain of quanum dos beween he lef and righ elecron reservoirs and addiionally coupled wih he subsrae focusing on he ransien effecs. The spaial separaion of he QDs allows us o consider, beyond an insulaor surface, wo model subsraes: (i) each QD is coupled individually o a subsrae wih localized elecrons and (ii) all QDs are coupled wih a single surface elecrode wih delocalized elecrons. Our goal is o invesigae he role of he elecron localizaion in he subsrae on he he ransien curren and he elecron occupaion probabiliies of he wire sies. The paper can be reaed as generalizaion of our earlier works concerning he saionary ranspor hrough a wire-subsrae sysem and he ransien effecs in he QD sysems [9, 10]. I is known ha he abrup change of he sysem parameer generaes he ransien curren wih dumped oscillaions [11]. These oscillaions of he curren or he elecron occupaion provide much useful informaion abou he sysem under consideraion. For example, a sudden change of he chemical poenials leads o he curren oscillaions he period of hese

3 Insrucions for Auhors 3 Fig. 1: The skech of he considered sysems of N sie quanum wire (series of QDs) coupled wih he lef and righ leads. In he upper panel he QD wire is coupled wih a common subsrae elecrode S and he boom panel depics he case of each wire QD coupled wih he individual subsrae elecrode, S i. oscillaions is deermined by relaive disances beween he appropriae elecron energy levels in he QD sysem and boh chemical poenials. Calculaions of he ime-dependen ranspor properies of nanosysems are usually performed using he Keldysh formalism of he non-equilibrium Green s funcions or wihin he mehods based on he Liouville equaion. In our sudies we apply he equaion of moion mehod for he appropriae correlaion funcions and obain he currens flowing from he lef, righ and surface elecrodes as well as beween he QD sies. Addiionally, he elecron occupaions a all QDs are also calculaed and discussed in he paper. The paper is organized as follows. In Sec. 2 he model Hamilonian and he heoreical descripion of a quanum wire on he subsrae are presened. In Sec. 3 he numerical resuls are presened and discussed. Sec. 4 is devoed o conclusions. 2. Hamilonian and formalism We consider wo QDs sysems skeched in Fig. 1 which consis of a linear quanum wire coupled wih wo leads and also ineracing wih he subsrae surface. The firs case, A, corresponds o he siuaion when he subsrae is meallic and he QDs elecrons unnel o a delocalized orbial or in oher words, he subsrae is a common elecrode for all QDs. The second case, B, describes he subsrae elecrode wih raher a shor mean free pah (like in a semi-conducor or in an insulaor surface) and corresponds o a model of individual N elecrodes coupled wih a corresponding QD. The oal Hamilonian wrien in he sandard second-quanized noaion akes he following form: H = H 0 + H QDs + H in, where H 0 = ε kα n kα + ε kα n kα (1) k α=l,r k α=s 1,...,S N

4 4 Aca Physicae Superficierum describes he elecrons in all elecrodes (L, R and S - lef, righ and subsrae, respecively), H QDs = N i=1 N 1 ε i n i + V i,i+1 c + i c i+1 + h.c. (2) i=1 and H in = Hin L + HR in + HS in where HL in = k V kl,1c + kl c 1 + h.c., H in R = k V kr,n c + kr c N +h.c. and Hin S = N k j=1 V ks j,jc + ks j c j +h.c.. Here he operaors c kα (c + kα ) and c i(c + i ) denoe he annihilaion (creaion) ones for he elecrons in he α-elecrode wih he wave vecor k and for he QD elecrons, respecively. The elemens V kα,j and V i,j are responsible for he elecron ransfer beween he α-elecrode and j h QD and beween he i-h and j-h QDs, respecively. The energy levels of he QDs and elecrodes are denoed by ε i and ε kα, respecively. To calculae he ime dependence of he QDs occupaion probabiliies, n j (), and he curren flowing in he sysem in response o he abrup change of he sysem parameers we use he equaion of moion for he appropriae correlaion funcions. As he models considered here do no include many-body erms hen he required quaniies will be accuraely calculaed. Inroducing he funcions: f n,m () = c + n ()c m (), g j,kα () = c + j ()c kα(0) and G n,m α () = ( k V kα,n exp i ) 0 d ε kα ( ) g m,kα () he elecron curren flowing from he α-h elecrode can be obained from he ime evoluion of he occupaion number operaor of his elecrode (e.g. [2, 10]) and wrien as follows: ( J α () = 2Im G j,j α () i Γ ) α 2 n j(), (3) where Γ α = 2π k V kα,j 2 δ(ε ε kα ) and we assume ha all pars of he sysem were swiched on a = 0. Here... sands for he quanum-saisical average, n j () denoes he j-h QD occupaion probabiliy (he index j idenifies he QD coupled wih he α-h lead) and e = = 1 unis were used. To calculae he curren we should know he correlaion funcions g j,kα and he occupancies of all QDs, n j (). We find hese funcions solving heir equaions of moion. For he wire of N QDs we have o solve he sysem of N(N+1)/2+3N nk coupled differenial equaions for n j (), g j,kα and f n,m (). Here nk denoes he number of k vecors aken in he calculaions of he corresponding summaion over hese vecors (see he definiion of G n,m α ()) and usually i exends from 200 for small source-drain volages o over 2000 for a larger bias volage window. For example, for he case of a QW on he meallic subsrae we have (for 1 < j < N): { } n j() = 2Im G j,j S () + i(v j,j+1f j,j+1 () V j 1,j f j 1,j ()) i 2 N n=1 Γ j,n S f j,n() (4)

5 Insrucions for Auhors 5 where Γ j,n S = 2π k V ks,jv n,ks δ(ε ε ks ) and he funcions g j,ks () saisfy he following equaion: g j,ks() = iε j g j,ks () + i(v j 1,j g j 1,kS () + V j,j+1 g j+1,ks ()) (5) ( ) + iv ks,j exp i d 1 ε ks ( 1 ) n ks (0) 1 N Γ j,n S 2 g n,ks() 0 Equaions 4 and 5 ogeher wih hose for f n,m () (no shown here) form he exac se of coupled equaions which should be solved for given realizaion of he iniial condiions. 3. Numerical resuls and discussion In he calculaions we se e = = k B = 1 and Γ L = Γ R = Γ = 1 is assumed as he energy uni. The curren and ime are expressed in he unis of 2eΓ/ and /Γ, respecively. The chemical poenials of he lef, righ and subsrae elecrodes aken a vanishing bias volage serve as he reference energy poin, µ α = 0. We prepare he sysem in he equilibrium sae swiching on all ineracions beween each par of he sysem a = 0. Nex, waiing unil he sysem achieves is equilibrium sae, say a = 0 = 30, he source-drain bias volage is abruply applied across he QD wire. This leads o a sudden change of he QDs energy levels and he chemical poenial of he righ elecrode, µ R = V SD, ε i = V SD /2. As a resul, he coheren oscillaions of he ransien curren are observed. In our sudies we concenrae on he role of he wire-subsrae ineracions and show he numerical resuls only for a wire consising of N = 5 QD sies. The generalizaion on he oher wire lenghs is obvious (he main conclusions of he paper are valid also for oher N). The resuling ransien curren J L () is shown in Fig. 2 for differen couplings beween he wire and he subsrae. The lef panel corresponds o he case of a common subsrae elecrode (delocalized elecrons in he subsrae) and he righ one, panel B, for he case of individual elecrodes for all QD sies elecrons are localized (cf. Fig. 1). Before he volage drop all currens, J L, J R and J S, do no flow hrough he sysem as in his case µ L = µ R = µ S = 0. The ransien curren appears for > 30 and srongly depends on he subsrae parameers. For an insulaing subsrae, Γ S = 0 he ransien curren is characerized by wo kinds of oscillaions which reflec he molecular srucure of he QD wire (high-frequency oscillaions) and he source-drain volage drop (low-frequency oscillaions) [10, 11]. Ineresingly, in he presence of he subsrae hese oscillaions sill remain (wih he same periods). Noe, however, ha he oscillaion ampliudes decrease wih he wire-surface coupling which is well visible in he righ panel for Γ S = 1. Moreover, as one can see, he larges curren flows from he lef elecrode in he case of an insulaor subsrae (Γ S = 0). For nonzero Γ S he value of he ransien n=1

6 6 Aca Physicae Superficierum J L () A B Γ S =0 Γ Si = Fig. 2: The ransien curren flowing from he lef elecrode, J L (), hrough he QD wire consising of N = 5 sies as a funcion of ime for differen wire-subsrae couplings Γ S = 0, 0.2, 0.5 and 1.0, respecively. The lef A (righ, B) panel corresponds o he case of he common subsrae elecrode (separae elecrodes, Γ Si = Γ S, i = 1 5), see Fig. 1 upper panel (boom panel). The oher parameers are: V = 4, 0 = 30, Γ L = Γ R = 1. For < 0 : ε i = 0, µ L = µ R = µ S = 0 and for 0 : ε i = 40, µ L = µ S = 0, V SD = µ R = 80 curren is lower because in his case he subsrae curren appears, J S. Thus elecrons flow hrough he wire from he lef elecrode and from he subsrae simulaneously (he wire capaciy for elecrons is spli ono charges from he L and S elecrodes). In consequence, he lef curren decreases wih Γ S > 0. I is also ineresing o analyze he role of he elecron localizaion in he subsrae. For srongly localized elecrons, panel B, he ransien curren decreases wih he wire-subsrae coupling much faser han in he case of delocalized elecrons, panel A. In he presence of separae subsrae elecrodes here are wo pahs for elecrons flowing o he righ elecrode: form he lef one (hrough he wire) and from he subsrae (also hrough he wire). The laer way depends on he wire-subsrae coupling and for he same Γ parameers (Γ L = Γ Si = 1) he currens flowing from he subsrae dominae. In his case he lef curren rapidly decreases wih Γ Si. For he case A (common subsrae elecrode) an elecron can unnel e.g. from he lef elecrode o he firs QD sie, nex o he subsrae and afer some ime i can appear wih he same probabiliy a every oher wire sie. During his process elecrons can sill flow from he lef elecrode and he lef curren does no decrease very fas wih he wire-subsrae coupling. In order o sudy furher he role of he wire-subsrae coupling in Fig. 3 we show he occupaions of all QDs, n i (), for a wire consising on N = 5 sies. The upper (boom) panels correspond o he case of he common subsrae elecrode (individual elecrodes) and he lef (righ) panels represen srong (weak) wiresubsrae coupling. Before he source-drain volage drop he occupaions of all QD sies are consan and equal o 0.5 (symmerical model). For > 30 hese

7 Insrucions for Auhors A1 Γ S =1 A2 Γ S =0.1 n 1-5 () n 1-5 () B1 Γ S =1 n 1 n 2 n 3 n 4 n 5 B2 Γ S = Fig. 3: The probabiliy occupaions a each QD sie for N = 5 and for differen wiresubsrae couplings Γ S = 1 (lef panels) and 0.1 (righ panels). The upper (boom) panels correspond o he case of he common subsrae elecrode (separae elecrodes, Γ Si = Γ S). The oher parameers are he same as in Fig. 2. occupaions increase because he QW energy levels are shifed below he surface chemical poenial (µ S = 0, ε i = 40). As one can see for very weak wire-subsrae coupling, Γ S = 0.1, he asympoic values of n i () do no differ from each oher, panels B2 and A2. A more ineresing case is observed for srong Γ S here are no common feaures a boh panels A1 and B1. If elecrons in he subsrae are delocalized (one surface elecrode) han he middle wire sie is he mos occupied one (in comparison wih n 1 or n 5 occupaions, panel A1). On he oher hand, for srongly localized elecrons, panel B1, he occupaion of he las wire sie is maximal and he values of n i slighly differ from each oher (he wire is almos fully occupied). Moreover, he sysem achieves is equilibrium sae very fas which is refleced on he occupaion curves which almos do no oscillae in ime, panel B1. In his case elecrons which leave he wire and unnel o he subsrae elecrode come back exacly o he same sie and hey do no disurb oher QD occupaions. The differences in he QD charges are relaed o he charge densiy waves which appear e.g. in aomic chains for a specific relaion beween he on-sie elecron energies and he leads chemical poenials [7, 12]. Noe ha he sequence of he QD occupaions for he cases shown in Fig. 3 changes wih he wire-surface coupling.

8 8 Aca Physicae Superficierum 4. Conclusions Using he model igh-binding Hamilonian and he equaion of moion for he appropriae correlaion funcions we have obained he ransien currens flowing hrough a linear series of quanum dos (quanum wire) and he elecron occupaion probabiliies a all QW sies. We have sudied he role of he subsrae elecrode underneah he wire which has been considered as an insulaor, a semiconducor or a meallic one. A sudden change of he chemical poenials (volage drop) has induced he ransien curren oscillaions in he sysem for an insulaor subsrae bu hese oscillaions have survived also for he wire coupled wih he semiconducor or meallic surface. However, he ransien curren values have decreased very fas wih he wire-subsrae coupling especially for he subsrae wih srongly localized elecrons. We have also found ha depending on he subsrae and he wire-subsrae ineracion he elecron occupaions of he wire sies oscillae in ime and hey form a kind of charge wave along he wire. Acknowledgemens The work was suppored by he Minisry of Science and Higher Educaion Gran No. N N References [1] L. P. Kouwenhowen, P. L. McEuen, Single elecron ranspor hrough a quanum do, Nanoechnology, eds. G. Timp, (Springer, New York, 1998). [2] R. Taranko, T. Kwapiński, and E. Taranko, Phys. Rev. B 69 (2004) [3] S. Kohler, J. Lehmann, and P. Hänggi, Phys. Rep. 406 (2005) 379 [4] T. Kwapiński, R. Taranko, J. Phys.:Condens.Ma. 23 (2011) [5] L. Foa Torres, Phys. Rev. B 72 (2005) [6] R. H. M. Smi, C. Unied, G. Rubio-Bollinger, R. C. Segers, and J. M. van Ruienbeek, Phys. Rev. Le. 91 (2003) [7] T. Kwapiński, J. Phys.:Condens.Ma. 17 (2005) 5849 [8] M. Krawiec, T. Kwapiński and M. Ja lochowski, Phys. Rev. B 73 (2006) [9] T. Kwapiński, S. Kohler and P. Hänggi, Eur. Phys. J. B 78 (2010) 75 [10] E. Taranko, M. Wierel, R. Taranko, J.App.Phys. 111 (2012) [11] F.M. Souza, Phys. Rev. B 76 (2007) [12] T. Kwapiński, J. Phys.:Condens.Ma. 18 (2006) 7313

Lecture 2-1 Kinematics in One Dimension Displacement, Velocity and Acceleration Everything in the world is moving. Nothing stays still.

Lecture 2-1 Kinematics in One Dimension Displacement, Velocity and Acceleration Everything in the world is moving. Nothing stays still. Lecure - Kinemaics in One Dimension Displacemen, Velociy and Acceleraion Everyhing in he world is moving. Nohing says sill. Moion occurs a all scales of he universe, saring from he moion of elecrons in

More information

Sub Module 2.6. Measurement of transient temperature

Sub Module 2.6. Measurement of transient temperature Mechanical Measuremens Prof. S.P.Venkaeshan Sub Module 2.6 Measuremen of ransien emperaure Many processes of engineering relevance involve variaions wih respec o ime. The sysem properies like emperaure,

More information

RC, RL and RLC circuits

RC, RL and RLC circuits Name Dae Time o Complee h m Parner Course/ Secion / Grade RC, RL and RLC circuis Inroducion In his experimen we will invesigae he behavior of circuis conaining combinaions of resisors, capaciors, and inducors.

More information

Physics 235 Chapter 2. Chapter 2 Newtonian Mechanics Single Particle

Physics 235 Chapter 2. Chapter 2 Newtonian Mechanics Single Particle Chaper 2 Newonian Mechanics Single Paricle In his Chaper we will review wha Newon s laws of mechanics ell us abou he moion of a single paricle. Newon s laws are only valid in suiable reference frames,

More information

Lab 10: RC, RL, and RLC Circuits

Lab 10: RC, RL, and RLC Circuits Lab 10: RC, RL, and RLC Circuis In his experimen, we will invesigae he behavior of circuis conaining combinaions of resisors, capaciors, and inducors. We will sudy he way volages and currens change in

More information

Physics for Scientists & Engineers 2

Physics for Scientists & Engineers 2 Direc Curren Physics for Scieniss & Engineers 2 Spring Semeser 2005 Lecure 16 This week we will sudy charges in moion Elecric charge moving from one region o anoher is called elecric curren Curren is all

More information

Lecture 9: Advanced DFT concepts: The Exchange-correlation functional and time-dependent DFT

Lecture 9: Advanced DFT concepts: The Exchange-correlation functional and time-dependent DFT Lecure 9: Advanced DFT conceps: The Exchange-correlaion funcional and ime-dependen DFT Marie Curie Tuorial Series: Modeling Biomolecules December 6-11, 2004 Mark Tuckerman Dep. of Chemisry and Couran Insiue

More information

The expectation value of the field operator.

The expectation value of the field operator. The expecaion value of he field operaor. Dan Solomon Universiy of Illinois Chicago, IL dsolom@uic.edu June, 04 Absrac. Much of he mahemaical developmen of quanum field heory has been in suppor of deermining

More information

Two Coupled Oscillators / Normal Modes

Two Coupled Oscillators / Normal Modes Lecure 3 Phys 3750 Two Coupled Oscillaors / Normal Modes Overview and Moivaion: Today we ake a small, bu significan, sep owards wave moion. We will no ye observe waves, bu his sep is imporan in is own

More information

Diebold, Chapter 7. Francis X. Diebold, Elements of Forecasting, 4th Edition (Mason, Ohio: Cengage Learning, 2006). Chapter 7. Characterizing Cycles

Diebold, Chapter 7. Francis X. Diebold, Elements of Forecasting, 4th Edition (Mason, Ohio: Cengage Learning, 2006). Chapter 7. Characterizing Cycles Diebold, Chaper 7 Francis X. Diebold, Elemens of Forecasing, 4h Ediion (Mason, Ohio: Cengage Learning, 006). Chaper 7. Characerizing Cycles Afer compleing his reading you should be able o: Define covariance

More information

2.3 SCHRÖDINGER AND HEISENBERG REPRESENTATIONS

2.3 SCHRÖDINGER AND HEISENBERG REPRESENTATIONS Andrei Tokmakoff, MIT Deparmen of Chemisry, 2/22/2007 2-17 2.3 SCHRÖDINGER AND HEISENBERG REPRESENTATIONS The mahemaical formulaion of he dynamics of a quanum sysem is no unique. So far we have described

More information

V AK (t) I T (t) I TRM. V AK( full area) (t) t t 1 Axial turn-on. Switching losses for Phase Control and Bi- Directionally Controlled Thyristors

V AK (t) I T (t) I TRM. V AK( full area) (t) t t 1 Axial turn-on. Switching losses for Phase Control and Bi- Directionally Controlled Thyristors Applicaion Noe Swiching losses for Phase Conrol and Bi- Direcionally Conrolled Thyrisors V AK () I T () Causing W on I TRM V AK( full area) () 1 Axial urn-on Plasma spread 2 Swiching losses for Phase Conrol

More information

Linear Response Theory: The connection between QFT and experiments

Linear Response Theory: The connection between QFT and experiments Phys540.nb 39 3 Linear Response Theory: The connecion beween QFT and experimens 3.1. Basic conceps and ideas Q: How do we measure he conduciviy of a meal? A: we firs inroduce a weak elecric field E, and

More information

Physics 127b: Statistical Mechanics. Fokker-Planck Equation. Time Evolution

Physics 127b: Statistical Mechanics. Fokker-Planck Equation. Time Evolution Physics 7b: Saisical Mechanics Fokker-Planck Equaion The Langevin equaion approach o he evoluion of he velociy disribuion for he Brownian paricle migh leave you uncomforable. A more formal reamen of his

More information

( ) = b n ( t) n " (2.111) or a system with many states to be considered, solving these equations isn t. = k U I ( t,t 0 )! ( t 0 ) (2.

( ) = b n ( t) n  (2.111) or a system with many states to be considered, solving these equations isn t. = k U I ( t,t 0 )! ( t 0 ) (2. Andrei Tokmakoff, MIT Deparmen of Chemisry, 3/14/007-6.4 PERTURBATION THEORY Given a Hamilonian H = H 0 + V where we know he eigenkes for H 0 : H 0 n = E n n, we can calculae he evoluion of he wavefuncion

More information

Vehicle Arrival Models : Headway

Vehicle Arrival Models : Headway Chaper 12 Vehicle Arrival Models : Headway 12.1 Inroducion Modelling arrival of vehicle a secion of road is an imporan sep in raffic flow modelling. I has imporan applicaion in raffic flow simulaion where

More information

23.2. Representing Periodic Functions by Fourier Series. Introduction. Prerequisites. Learning Outcomes

23.2. Representing Periodic Functions by Fourier Series. Introduction. Prerequisites. Learning Outcomes Represening Periodic Funcions by Fourier Series 3. Inroducion In his Secion we show how a periodic funcion can be expressed as a series of sines and cosines. We begin by obaining some sandard inegrals

More information

10. State Space Methods

10. State Space Methods . Sae Space Mehods. Inroducion Sae space modelling was briefly inroduced in chaper. Here more coverage is provided of sae space mehods before some of heir uses in conrol sysem design are covered in he

More information

Final Spring 2007

Final Spring 2007 .615 Final Spring 7 Overview The purpose of he final exam is o calculae he MHD β limi in a high-bea oroidal okamak agains he dangerous n = 1 exernal ballooning-kink mode. Effecively, his corresponds o

More information

Traveling Waves. Chapter Introduction

Traveling Waves. Chapter Introduction Chaper 4 Traveling Waves 4.1 Inroducion To dae, we have considered oscillaions, i.e., periodic, ofen harmonic, variaions of a physical characerisic of a sysem. The sysem a one ime is indisinguishable from

More information

The motions of the celt on a horizontal plane with viscous friction

The motions of the celt on a horizontal plane with viscous friction The h Join Inernaional Conference on Mulibody Sysem Dynamics June 8, 18, Lisboa, Porugal The moions of he cel on a horizonal plane wih viscous fricion Maria A. Munisyna 1 1 Moscow Insiue of Physics and

More information

Some Basic Information about M-S-D Systems

Some Basic Information about M-S-D Systems Some Basic Informaion abou M-S-D Sysems 1 Inroducion We wan o give some summary of he facs concerning unforced (homogeneous) and forced (non-homogeneous) models for linear oscillaors governed by second-order,

More information

Class Meeting # 10: Introduction to the Wave Equation

Class Meeting # 10: Introduction to the Wave Equation MATH 8.5 COURSE NOTES - CLASS MEETING # 0 8.5 Inroducion o PDEs, Fall 0 Professor: Jared Speck Class Meeing # 0: Inroducion o he Wave Equaion. Wha is he wave equaion? The sandard wave equaion for a funcion

More information

( ) = Q 0. ( ) R = R dq. ( t) = I t

( ) = Q 0. ( ) R = R dq. ( t) = I t ircuis onceps The addiion of a simple capacior o a circui of resisors allows wo relaed phenomena o occur The observaion ha he ime-dependence of a complex waveform is alered by he circui is referred o as

More information

EECE251. Circuit Analysis I. Set 4: Capacitors, Inductors, and First-Order Linear Circuits

EECE251. Circuit Analysis I. Set 4: Capacitors, Inductors, and First-Order Linear Circuits EEE25 ircui Analysis I Se 4: apaciors, Inducors, and Firs-Order inear ircuis Shahriar Mirabbasi Deparmen of Elecrical and ompuer Engineering Universiy of Briish olumbia shahriar@ece.ubc.ca Overview Passive

More information

The Quantum Theory of Atoms and Molecules: The Schrodinger equation. Hilary Term 2008 Dr Grant Ritchie

The Quantum Theory of Atoms and Molecules: The Schrodinger equation. Hilary Term 2008 Dr Grant Ritchie e Quanum eory of Aoms and Molecules: e Scrodinger equaion Hilary erm 008 Dr Gran Ricie An equaion for maer waves? De Broglie posulaed a every paricles as an associaed wave of waveleng: / p Wave naure of

More information

Robust estimation based on the first- and third-moment restrictions of the power transformation model

Robust estimation based on the first- and third-moment restrictions of the power transformation model h Inernaional Congress on Modelling and Simulaion, Adelaide, Ausralia, 6 December 3 www.mssanz.org.au/modsim3 Robus esimaion based on he firs- and hird-momen resricions of he power ransformaion Nawaa,

More information

Simulation-Solving Dynamic Models ABE 5646 Week 2, Spring 2010

Simulation-Solving Dynamic Models ABE 5646 Week 2, Spring 2010 Simulaion-Solving Dynamic Models ABE 5646 Week 2, Spring 2010 Week Descripion Reading Maerial 2 Compuer Simulaion of Dynamic Models Finie Difference, coninuous saes, discree ime Simple Mehods Euler Trapezoid

More information

Electrical and current self-induction

Electrical and current self-induction Elecrical and curren self-inducion F. F. Mende hp://fmnauka.narod.ru/works.hml mende_fedor@mail.ru Absrac The aricle considers he self-inducance of reacive elemens. Elecrical self-inducion To he laws of

More information

Hall effect. Formulae :- 1) Hall coefficient RH = cm / Coulumb. 2) Magnetic induction BY 2

Hall effect. Formulae :- 1) Hall coefficient RH = cm / Coulumb. 2) Magnetic induction BY 2 Page of 6 all effec Aim :- ) To deermine he all coefficien (R ) ) To measure he unknown magneic field (B ) and o compare i wih ha measured by he Gaussmeer (B ). Apparaus :- ) Gauss meer wih probe ) Elecromagne

More information

Available online at ScienceDirect. Physics Procedia 47 (2013 ) 33 38

Available online at  ScienceDirect. Physics Procedia 47 (2013 ) 33 38 Available online a www.sciencedirec.com ScienceDirec Physics Procedia 47 3 ) 33 38 Scienific Workshop on Nuclear Fission Dynamics and he Emission of Promp Neurons and Gamma Rays, Biarriz, France, 8-3 November

More information

Designing Information Devices and Systems I Spring 2019 Lecture Notes Note 17

Designing Information Devices and Systems I Spring 2019 Lecture Notes Note 17 EES 16A Designing Informaion Devices and Sysems I Spring 019 Lecure Noes Noe 17 17.1 apaciive ouchscreen In he las noe, we saw ha a capacior consiss of wo pieces on conducive maerial separaed by a nonconducive

More information

5. Stochastic processes (1)

5. Stochastic processes (1) Lec05.pp S-38.45 - Inroducion o Teleraffic Theory Spring 2005 Conens Basic conceps Poisson process 2 Sochasic processes () Consider some quaniy in a eleraffic (or any) sysem I ypically evolves in ime randomly

More information

Non-equilibrium Green functions I

Non-equilibrium Green functions I Non-equilibrium Green funcions I Joachim Keller Lieraure: H. Haug, A.-P. Jauho, Quanum Kineics in Transpor and Opics of Semiconducors J. Rammer, H. Smih, Quanum field-heoreical mehod in ranspor heory of

More information

ψ ( t) = c n ( t) t n ( )ψ( ) t ku t,t 0 ψ I V kn

ψ ( t) = c n ( t) t n ( )ψ( ) t ku t,t 0 ψ I V kn MIT Deparmen of Chemisry 5.74, Spring 4: Inroducory Quanum Mechanics II p. 33 Insrucor: Prof. Andrei Tokmakoff PERTURBATION THEORY Given a Hamilonian H ( ) = H + V ( ) where we know he eigenkes for H H

More information

Problem Set #1. i z. the complex propagation constant. For the characteristic impedance:

Problem Set #1. i z. the complex propagation constant. For the characteristic impedance: Problem Se # Problem : a) Using phasor noaion, calculae he volage and curren waves on a ransmission line by solving he wave equaion Assume ha R, L,, G are all non-zero and independen of frequency From

More information

Second quantization and gauge invariance.

Second quantization and gauge invariance. 1 Second quanizaion and gauge invariance. Dan Solomon Rauland-Borg Corporaion Moun Prospec, IL Email: dsolom@uic.edu June, 1. Absrac. I is well known ha he single paricle Dirac equaion is gauge invarian.

More information

Chapter 8 The Complete Response of RL and RC Circuits

Chapter 8 The Complete Response of RL and RC Circuits Chaper 8 The Complee Response of RL and RC Circuis Seoul Naional Universiy Deparmen of Elecrical and Compuer Engineering Wha is Firs Order Circuis? Circuis ha conain only one inducor or only one capacior

More information

Bias in Conditional and Unconditional Fixed Effects Logit Estimation: a Correction * Tom Coupé

Bias in Conditional and Unconditional Fixed Effects Logit Estimation: a Correction * Tom Coupé Bias in Condiional and Uncondiional Fixed Effecs Logi Esimaion: a Correcion * Tom Coupé Economics Educaion and Research Consorium, Naional Universiy of Kyiv Mohyla Academy Address: Vul Voloska 10, 04070

More information

On Multicomponent System Reliability with Microshocks - Microdamages Type of Components Interaction

On Multicomponent System Reliability with Microshocks - Microdamages Type of Components Interaction On Mulicomponen Sysem Reliabiliy wih Microshocks - Microdamages Type of Componens Ineracion Jerzy K. Filus, and Lidia Z. Filus Absrac Consider a wo componen parallel sysem. The defined new sochasic dependences

More information

Spintronics of Nanomechanical Shuttle

Spintronics of Nanomechanical Shuttle * Spinronics of Nanomechanical Shule Rober Shekher In collaboraion wih: D.Fedores,. Gorelik, M. Jonson Göeborg Universiy / Chalmers Universiy of Technology Elecromechanics of Coulomb Blockade srucures

More information

Electrical Circuits. 1. Circuit Laws. Tools Used in Lab 13 Series Circuits Damped Vibrations: Energy Van der Pol Circuit

Electrical Circuits. 1. Circuit Laws. Tools Used in Lab 13 Series Circuits Damped Vibrations: Energy Van der Pol Circuit V() R L C 513 Elecrical Circuis Tools Used in Lab 13 Series Circuis Damped Vibraions: Energy Van der Pol Circui A series circui wih an inducor, resisor, and capacior can be represened by Lq + Rq + 1, a

More information

Stability and Bifurcation in a Neural Network Model with Two Delays

Stability and Bifurcation in a Neural Network Model with Two Delays Inernaional Mahemaical Forum, Vol. 6, 11, no. 35, 175-1731 Sabiliy and Bifurcaion in a Neural Nework Model wih Two Delays GuangPing Hu and XiaoLing Li School of Mahemaics and Physics, Nanjing Universiy

More information

The Arcsine Distribution

The Arcsine Distribution The Arcsine Disribuion Chris H. Rycrof Ocober 6, 006 A common heme of he class has been ha he saisics of single walker are ofen very differen from hose of an ensemble of walkers. On he firs homework, we

More information

Basic Circuit Elements Professor J R Lucas November 2001

Basic Circuit Elements Professor J R Lucas November 2001 Basic Circui Elemens - J ucas An elecrical circui is an inerconnecion of circui elemens. These circui elemens can be caegorised ino wo ypes, namely acive and passive elemens. Some Definiions/explanaions

More information

CHAPTER 2 Signals And Spectra

CHAPTER 2 Signals And Spectra CHAPER Signals And Specra Properies of Signals and Noise In communicaion sysems he received waveform is usually caegorized ino he desired par conaining he informaion, and he undesired par. he desired par

More information

ψ(t) = V x (0)V x (t)

ψ(t) = V x (0)V x (t) .93 Home Work Se No. (Professor Sow-Hsin Chen Spring Term 5. Due March 7, 5. This problem concerns calculaions of analyical expressions for he self-inermediae scaering funcion (ISF of he es paricle in

More information

A quantum method to test the existence of consciousness

A quantum method to test the existence of consciousness A quanum mehod o es he exisence of consciousness Gao Shan The Scieniss Work Team of Elecro-Magneic Wave Velociy, Chinese Insiue of Elecronics -0, NO.0 Building, YueTan XiJie DongLi, XiCheng Disric Beijing

More information

1 Differential Equation Investigations using Customizable

1 Differential Equation Investigations using Customizable Differenial Equaion Invesigaions using Cusomizable Mahles Rober Decker The Universiy of Harford Absrac. The auhor has developed some plaform independen, freely available, ineracive programs (mahles) for

More information

di Bernardo, M. (1995). A purely adaptive controller to synchronize and control chaotic systems.

di Bernardo, M. (1995). A purely adaptive controller to synchronize and control chaotic systems. di ernardo, M. (995). A purely adapive conroller o synchronize and conrol chaoic sysems. hps://doi.org/.6/375-96(96)8-x Early version, also known as pre-prin Link o published version (if available):.6/375-96(96)8-x

More information

EXPLICIT TIME INTEGRATORS FOR NONLINEAR DYNAMICS DERIVED FROM THE MIDPOINT RULE

EXPLICIT TIME INTEGRATORS FOR NONLINEAR DYNAMICS DERIVED FROM THE MIDPOINT RULE Version April 30, 2004.Submied o CTU Repors. EXPLICIT TIME INTEGRATORS FOR NONLINEAR DYNAMICS DERIVED FROM THE MIDPOINT RULE Per Krysl Universiy of California, San Diego La Jolla, California 92093-0085,

More information

ψ ( t) = c n ( t ) n

ψ ( t) = c n ( t ) n p. 31 PERTURBATION THEORY Given a Hamilonian H ( ) = H + V( ) where we know he eigenkes for H H n = En n we ofen wan o calculae changes in he ampliudes of n induced by V( ) : where ψ ( ) = c n ( ) n n

More information

Chapter 2. First Order Scalar Equations

Chapter 2. First Order Scalar Equations Chaper. Firs Order Scalar Equaions We sar our sudy of differenial equaions in he same way he pioneers in his field did. We show paricular echniques o solve paricular ypes of firs order differenial equaions.

More information

8. Basic RL and RC Circuits

8. Basic RL and RC Circuits 8. Basic L and C Circuis This chaper deals wih he soluions of he responses of L and C circuis The analysis of C and L circuis leads o a linear differenial equaion This chaper covers he following opics

More information

- If one knows that a magnetic field has a symmetry, one may calculate the magnitude of B by use of Ampere s law: The integral of scalar product

- If one knows that a magnetic field has a symmetry, one may calculate the magnitude of B by use of Ampere s law: The integral of scalar product 11.1 APPCATON OF AMPEE S AW N SYMMETC MAGNETC FEDS - f one knows ha a magneic field has a symmery, one may calculae he magniude of by use of Ampere s law: The inegral of scalar produc Closed _ pah * d

More information

CHAPTER 6: FIRST-ORDER CIRCUITS

CHAPTER 6: FIRST-ORDER CIRCUITS EEE5: CI CUI T THEOY CHAPTE 6: FIST-ODE CICUITS 6. Inroducion This chaper considers L and C circuis. Applying he Kirshoff s law o C and L circuis produces differenial equaions. The differenial equaions

More information

Failure of the work-hamiltonian connection for free energy calculations. Abstract

Failure of the work-hamiltonian connection for free energy calculations. Abstract Failure of he work-hamilonian connecion for free energy calculaions Jose M. G. Vilar 1 and J. Miguel Rubi 1 Compuaional Biology Program, Memorial Sloan-Keering Cancer Cener, 175 York Avenue, New York,

More information

Finish reading Chapter 2 of Spivak, rereading earlier sections as necessary. handout and fill in some missing details!

Finish reading Chapter 2 of Spivak, rereading earlier sections as necessary. handout and fill in some missing details! MAT 257, Handou 6: Ocober 7-2, 20. I. Assignmen. Finish reading Chaper 2 of Spiva, rereading earlier secions as necessary. handou and fill in some missing deails! II. Higher derivaives. Also, read his

More information

Notes on Kalman Filtering

Notes on Kalman Filtering Noes on Kalman Filering Brian Borchers and Rick Aser November 7, Inroducion Daa Assimilaion is he problem of merging model predicions wih acual measuremens of a sysem o produce an opimal esimae of he curren

More information

CHAPTER 12 DIRECT CURRENT CIRCUITS

CHAPTER 12 DIRECT CURRENT CIRCUITS CHAPTER 12 DIRECT CURRENT CIUITS DIRECT CURRENT CIUITS 257 12.1 RESISTORS IN SERIES AND IN PARALLEL When wo resisors are conneced ogeher as shown in Figure 12.1 we said ha hey are conneced in series. As

More information

Decimal moved after first digit = 4.6 x Decimal moves five places left SCIENTIFIC > POSITIONAL. a) g) 5.31 x b) 0.

Decimal moved after first digit = 4.6 x Decimal moves five places left SCIENTIFIC > POSITIONAL. a) g) 5.31 x b) 0. PHYSICS 20 UNIT 1 SCIENCE MATH WORKSHEET NAME: A. Sandard Noaion Very large and very small numbers are easily wrien using scienific (or sandard) noaion, raher han decimal (or posiional) noaion. Sandard

More information

ON THE BEAT PHENOMENON IN COUPLED SYSTEMS

ON THE BEAT PHENOMENON IN COUPLED SYSTEMS 8 h ASCE Specialy Conference on Probabilisic Mechanics and Srucural Reliabiliy PMC-38 ON THE BEAT PHENOMENON IN COUPLED SYSTEMS S. K. Yalla, Suden Member ASCE and A. Kareem, M. ASCE NaHaz Modeling Laboraory,

More information

4.1 Other Interpretations of Ridge Regression

4.1 Other Interpretations of Ridge Regression CHAPTER 4 FURTHER RIDGE THEORY 4. Oher Inerpreaions of Ridge Regression In his secion we will presen hree inerpreaions for he use of ridge regression. The firs one is analogous o Hoerl and Kennard reasoning

More information

The Maxwell Equations, the Lorentz Field and the Electromagnetic Nanofield with Regard to the Question of Relativity

The Maxwell Equations, the Lorentz Field and the Electromagnetic Nanofield with Regard to the Question of Relativity The Maxwell Equaions, he Lorenz Field and he Elecromagneic Nanofield wih Regard o he Quesion of Relaiviy Daniele Sasso * Absrac We discuss he Elecromagneic Theory in some main respecs and specifically

More information

Chapter 7 Response of First-order RL and RC Circuits

Chapter 7 Response of First-order RL and RC Circuits Chaper 7 Response of Firs-order RL and RC Circuis 7.- The Naural Response of RL and RC Circuis 7.3 The Sep Response of RL and RC Circuis 7.4 A General Soluion for Sep and Naural Responses 7.5 Sequenial

More information

EE100 Lab 3 Experiment Guide: RC Circuits

EE100 Lab 3 Experiment Guide: RC Circuits I. Inroducion EE100 Lab 3 Experimen Guide: A. apaciors A capacior is a passive elecronic componen ha sores energy in he form of an elecrosaic field. The uni of capaciance is he farad (coulomb/vol). Pracical

More information

Reading from Young & Freedman: For this topic, read sections 25.4 & 25.5, the introduction to chapter 26 and sections 26.1 to 26.2 & 26.4.

Reading from Young & Freedman: For this topic, read sections 25.4 & 25.5, the introduction to chapter 26 and sections 26.1 to 26.2 & 26.4. PHY1 Elecriciy Topic 7 (Lecures 1 & 11) Elecric Circuis n his opic, we will cover: 1) Elecromoive Force (EMF) ) Series and parallel resisor combinaions 3) Kirchhoff s rules for circuis 4) Time dependence

More information

5.2. The Natural Logarithm. Solution

5.2. The Natural Logarithm. Solution 5.2 The Naural Logarihm The number e is an irraional number, similar in naure o π. Is non-erminaing, non-repeaing value is e 2.718 281 828 59. Like π, e also occurs frequenly in naural phenomena. In fac,

More information

(1) (2) Differentiation of (1) and then substitution of (3) leads to. Therefore, we will simply consider the second-order linear system given by (4)

(1) (2) Differentiation of (1) and then substitution of (3) leads to. Therefore, we will simply consider the second-order linear system given by (4) Phase Plane Analysis of Linear Sysems Adaped from Applied Nonlinear Conrol by Sloine and Li The general form of a linear second-order sysem is a c b d From and b bc d a Differeniaion of and hen subsiuion

More information

Families with no matchings of size s

Families with no matchings of size s Families wih no machings of size s Peer Franl Andrey Kupavsii Absrac Le 2, s 2 be posiive inegers. Le be an n-elemen se, n s. Subses of 2 are called families. If F ( ), hen i is called - uniform. Wha is

More information

The Paradox of Twins Described in a Three-dimensional Space-time Frame

The Paradox of Twins Described in a Three-dimensional Space-time Frame The Paradox of Twins Described in a Three-dimensional Space-ime Frame Tower Chen E_mail: chen@uguam.uog.edu Division of Mahemaical Sciences Universiy of Guam, USA Zeon Chen E_mail: zeon_chen@yahoo.com

More information

Institut für Theoretische Physik, Universität Regensburg, D Regensburg, Germany.

Institut für Theoretische Physik, Universität Regensburg, D Regensburg, Germany. Excied mesons from N f = dynamical Clover Wilson laices Tommy Burch,, and Andreas Schäfer Insiu für Theoreische Physik, Universiä Regensburg, D-93040 Regensburg, Germany. E-mail: chrisian.hagen@physik.uni-regensburg.de

More information

IMPACT OF AN OBLIQUE BREAKING WAVE ON A WALL

IMPACT OF AN OBLIQUE BREAKING WAVE ON A WALL Source: Physics of Fluids Vol 6 No pp 6-64 4 DOI: 6/64445 IMPACT OF AN OIQUE REAKING WAVE ON A WA Jian-Jun SHU School of Mechanical & Aerospace Engineering Nanyang Technological Universiy 5 Nanyang Avenue

More information

Testing for a Single Factor Model in the Multivariate State Space Framework

Testing for a Single Factor Model in the Multivariate State Space Framework esing for a Single Facor Model in he Mulivariae Sae Space Framework Chen C.-Y. M. Chiba and M. Kobayashi Inernaional Graduae School of Social Sciences Yokohama Naional Universiy Japan Faculy of Economics

More information

arxiv:cond-mat/ May 2002

arxiv:cond-mat/ May 2002 -- uadrupolar Glass Sae in para-hydrogen and orho-deuerium under pressure. T.I.Schelkacheva. arxiv:cond-ma/5538 6 May Insiue for High Pressure Physics, Russian Academy of Sciences, Troisk 49, Moscow Region,

More information

18 Biological models with discrete time

18 Biological models with discrete time 8 Biological models wih discree ime The mos imporan applicaions, however, may be pedagogical. The elegan body of mahemaical heory peraining o linear sysems (Fourier analysis, orhogonal funcions, and so

More information

In this chapter the model of free motion under gravity is extended to objects projected at an angle. When you have completed it, you should

In this chapter the model of free motion under gravity is extended to objects projected at an angle. When you have completed it, you should Cambridge Universiy Press 978--36-60033-7 Cambridge Inernaional AS and A Level Mahemaics: Mechanics Coursebook Excerp More Informaion Chaper The moion of projeciles In his chaper he model of free moion

More information

Estimation of Kinetic Friction Coefficient for Sliding Rigid Block Nonstructural Components

Estimation of Kinetic Friction Coefficient for Sliding Rigid Block Nonstructural Components 7 Esimaion of Kineic Fricion Coefficien for Sliding Rigid Block Nonsrucural Componens Cagdas Kafali Ph.D. Candidae, School of Civil and Environmenal Engineering, Cornell Universiy Research Supervisor:

More information

Matrix Versions of Some Refinements of the Arithmetic-Geometric Mean Inequality

Matrix Versions of Some Refinements of the Arithmetic-Geometric Mean Inequality Marix Versions of Some Refinemens of he Arihmeic-Geomeric Mean Inequaliy Bao Qi Feng and Andrew Tonge Absrac. We esablish marix versions of refinemens due o Alzer ], Carwrigh and Field 4], and Mercer 5]

More information

Multi-component Levi Hierarchy and Its Multi-component Integrable Coupling System

Multi-component Levi Hierarchy and Its Multi-component Integrable Coupling System Commun. Theor. Phys. (Beijing, China) 44 (2005) pp. 990 996 c Inernaional Academic Publishers Vol. 44, No. 6, December 5, 2005 uli-componen Levi Hierarchy and Is uli-componen Inegrable Coupling Sysem XIA

More information

= ( ) ) or a system of differential equations with continuous parametrization (T = R

= ( ) ) or a system of differential equations with continuous parametrization (T = R XIII. DIFFERENCE AND DIFFERENTIAL EQUATIONS Ofen funcions, or a sysem of funcion, are paramerized in erms of some variable, usually denoed as and inerpreed as ime. The variable is wrien as a funcion of

More information

Kriging Models Predicting Atrazine Concentrations in Surface Water Draining Agricultural Watersheds

Kriging Models Predicting Atrazine Concentrations in Surface Water Draining Agricultural Watersheds 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Kriging Models Predicing Arazine Concenraions in Surface Waer Draining Agriculural Waersheds Paul L. Mosquin, Jeremy Aldworh, Wenlin Chen Supplemenal Maerial Number

More information

Analytical Solutions of an Economic Model by the Homotopy Analysis Method

Analytical Solutions of an Economic Model by the Homotopy Analysis Method Applied Mahemaical Sciences, Vol., 26, no. 5, 2483-249 HIKARI Ld, www.m-hikari.com hp://dx.doi.org/.2988/ams.26.6688 Analyical Soluions of an Economic Model by he Homoopy Analysis Mehod Jorge Duare ISEL-Engineering

More information

STATE-SPACE MODELLING. A mass balance across the tank gives:

STATE-SPACE MODELLING. A mass balance across the tank gives: B. Lennox and N.F. Thornhill, 9, Sae Space Modelling, IChemE Process Managemen and Conrol Subjec Group Newsleer STE-SPACE MODELLING Inroducion: Over he pas decade or so here has been an ever increasing

More information

A Note on the Equivalence of Fractional Relaxation Equations to Differential Equations with Varying Coefficients

A Note on the Equivalence of Fractional Relaxation Equations to Differential Equations with Varying Coefficients mahemaics Aricle A Noe on he Equivalence of Fracional Relaxaion Equaions o Differenial Equaions wih Varying Coefficiens Francesco Mainardi Deparmen of Physics and Asronomy, Universiy of Bologna, and he

More information

Simulating models with heterogeneous agents

Simulating models with heterogeneous agents Simulaing models wih heerogeneous agens Wouer J. Den Haan London School of Economics c by Wouer J. Den Haan Individual agen Subjec o employmen shocks (ε i, {0, 1}) Incomplee markes only way o save is hrough

More information

Appendix 14.1 The optimal control problem and its solution using

Appendix 14.1 The optimal control problem and its solution using 1 Appendix 14.1 he opimal conrol problem and is soluion using he maximum principle NOE: Many occurrences of f, x, u, and in his file (in equaions or as whole words in ex) are purposefully in bold in order

More information

Exponential Weighted Moving Average (EWMA) Chart Under The Assumption of Moderateness And Its 3 Control Limits

Exponential Weighted Moving Average (EWMA) Chart Under The Assumption of Moderateness And Its 3 Control Limits DOI: 0.545/mjis.07.5009 Exponenial Weighed Moving Average (EWMA) Char Under The Assumpion of Moderaeness And Is 3 Conrol Limis KALPESH S TAILOR Assisan Professor, Deparmen of Saisics, M. K. Bhavnagar Universiy,

More information

LabQuest 24. Capacitors

LabQuest 24. Capacitors Capaciors LabQues 24 The charge q on a capacior s plae is proporional o he poenial difference V across he capacior. We express his wih q V = C where C is a proporionaliy consan known as he capaciance.

More information

KINEMATICS IN ONE DIMENSION

KINEMATICS IN ONE DIMENSION KINEMATICS IN ONE DIMENSION PREVIEW Kinemaics is he sudy of how hings move how far (disance and displacemen), how fas (speed and velociy), and how fas ha how fas changes (acceleraion). We say ha an objec

More information

Numerical Dispersion

Numerical Dispersion eview of Linear Numerical Sabiliy Numerical Dispersion n he previous lecure, we considered he linear numerical sabiliy of boh advecion and diffusion erms when approimaed wih several spaial and emporal

More information

Math From Scratch Lesson 34: Isolating Variables

Math From Scratch Lesson 34: Isolating Variables Mah From Scrach Lesson 34: Isolaing Variables W. Blaine Dowler July 25, 2013 Conens 1 Order of Operaions 1 1.1 Muliplicaion and Addiion..................... 1 1.2 Division and Subracion.......................

More information

Damped mechanical oscillator: Experiment and detailed energy analysis

Damped mechanical oscillator: Experiment and detailed energy analysis 1 Damped mechanical oscillaor: Experimen and deailed energy analysis Tommaso Corridoni, DFA, Locarno, Swizerland Michele D Anna, Liceo canonale, Locarno, Swizerland Hans Fuchs, Zurich Universiy of Applied

More information

Phys1112: DC and RC circuits

Phys1112: DC and RC circuits Name: Group Members: Dae: TA s Name: Phys1112: DC and RC circuis Objecives: 1. To undersand curren and volage characerisics of a DC RC discharging circui. 2. To undersand he effec of he RC ime consan.

More information

Waves are naturally found in plasmas and have to be dealt with. This includes instabilities, fluctuations, waveinduced

Waves are naturally found in plasmas and have to be dealt with. This includes instabilities, fluctuations, waveinduced Lecure 1 Inroducion Why is i imporan o sudy waves in plasma? Waves are naurally found in plasmas and have o be deal wih. This includes insabiliies, flucuaions, waveinduced ranspor... Waves can deliver

More information

The electromagnetic interference in case of onboard navy ships computers - a new approach

The electromagnetic interference in case of onboard navy ships computers - a new approach The elecromagneic inerference in case of onboard navy ships compuers - a new approach Prof. dr. ing. Alexandru SOTIR Naval Academy Mircea cel Bărân, Fulgerului Sree, Consanţa, soiralexandru@yahoo.com Absrac.

More information

DEPARTMENT OF STATISTICS

DEPARTMENT OF STATISTICS A Tes for Mulivariae ARCH Effecs R. Sco Hacker and Abdulnasser Haemi-J 004: DEPARTMENT OF STATISTICS S-0 07 LUND SWEDEN A Tes for Mulivariae ARCH Effecs R. Sco Hacker Jönköping Inernaional Business School

More information

Analysis of Microstrip Coupling Gap to Estimate Polymer Permittivity

Analysis of Microstrip Coupling Gap to Estimate Polymer Permittivity Analysis of Microsrip Couplin Gap o Esimae Polymer Permiiviy Chanchal Yadav Deparmen of Physics & Elecronics Rajdhani Collee, Universiy of Delhi Delhi, India Absrac A ap in he microsrip line can be modeled

More information

IB Physics Kinematics Worksheet

IB Physics Kinematics Worksheet IB Physics Kinemaics Workshee Wrie full soluions and noes for muliple choice answers. Do no use a calculaor for muliple choice answers. 1. Which of he following is a correc definiion of average acceleraion?

More information

Computation of the Effect of Space Harmonics on Starting Process of Induction Motors Using TSFEM

Computation of the Effect of Space Harmonics on Starting Process of Induction Motors Using TSFEM Journal of elecrical sysems Special Issue N 01 : November 2009 pp: 48-52 Compuaion of he Effec of Space Harmonics on Saring Process of Inducion Moors Using TSFEM Youcef Ouazir USTHB Laboraoire des sysèmes

More information