MATHEMATICAL MODELS OF SEISMICS IN COMPOSITE MEDIA: ELASTIC AND PORO-ELASTIC COMPONENTS

Size: px
Start display at page:

Download "MATHEMATICAL MODELS OF SEISMICS IN COMPOSITE MEDIA: ELASTIC AND PORO-ELASTIC COMPONENTS"

Transcription

1 Electronic Journal of Differential Equation, Vol ), No. 184, pp ISSN: URL: or MATHEMATICAL MODELS OF SEISMICS IN COMPOSITE MEDIA: ELASTIC AND PORO-ELASTIC COMPONENTS ANVARBEK MEIRMANOV, MARAT NURTAS Abtract. In the preent paper we conider elatic and poroelatic media having a common interface. We derive the macrocopic mathematical model for eimic wave propagation through thee two different media a a homogenization of the exact mathematical model at the microcopic level. They conit of eimic equation for each component and boundary condition at the common interface, which eparate different media. To do thi we ue the two-cale expanion method in the correponding integral identitie, defining the weak olution. We illutrate our reult with the numerical implementation of the invere problem for the implet model. 1. Introduction Thi article i devoted to a decription of eimic wave propagation in compoite media Q R 3, coniting of the elatic medium Ω 0), poroelatic medium Ω, which i perforated by a periodic ytem of pore filled with a fluid, and common interface S 0) between Ω 0) and Ω ee Figure 1, 2). That i, Q = Ω S 0) Ω 0) and Ω = Ω f Γ Ω, where Ω i a olid keleton, Ω f i a pore pace liquid domain), and Γ i a common boundary olid keleton-liquid domain. The tructure of the heterogeneou medium Q i too complicated and make hard a numerical imulation of eimic wave propagation in multicale media. The main difficulty here i a preence of both component olid and liquid) in each ufficiently mall ubdomain of Q. It require to change the governing equation from Lame equation to the Stoke equation) at the cale of ome ten micron. There are two baic method to decribe phyical procee in uch media: the phenomenological method and the aymptotical one which i baed on the upcaling approache. The phenomenological approach for wave propagation through a poroelatic medium [4, 5] lead, in particular, to Biot model [1]-[3]. It baed on the ytem of axiom relation between the parameter of the medium), which define the given phyical proce. But, there can be another ytem of axiom defining the ame proce. Thu, it i neceary chooe the correct authenticity criterion of the mathematical decription of the proce. It can be, for example, the phyical experiment. A a rule, each phenomenological model contain ome 2010 Mathematic Subject Claification. 35B27, 46E35, 76R99. Key word and phrae. Acoutic; two-cale expanion method; full wave field inverion; numerical imulation. c 2016 Texa State Univerity. Submitted May 28, Publihed July 12,

2 2 A. MEIRMANOV, M. NURTAS EJDE-2016/184 et of phenomenological contant. Therefore, one can achieve agreement between the uggeted theory and elected erie of experiment changing thee parameter. Figure 1. Domain in conideration The econd method, uggeted by Burridge and Keller [6] and Sanchez-Palencia [7], baed on the homogenization. It conit of: 1) an exact decription of the proce at the microcopic level baed on the fundamental law of continuum mechanic,and 2) the rigorou homogenization of the obtained mathematical model. To explain the method we conider a characteritic function χ 0 x) of the pore pace Ω f. Let L i the characteritic ize of the phyical domain in conideration, τ i the characteritic time of the phyical proce, ρ 0 i the mean denity of water, and g i acceleration due gravity. In dimenionle variable x x L, w α w τ L, t t τ, F F g, ρ ρ ρ 0, the dynamic ytem for the diplacement w and preure p of the medium take the form [6, 7, 8]: ϱ 2 w = P + ϱf, 2 1.1) P = χ 0 α µ Dx, w ) + 1 χ 0)α λ Dx, w) + χ 0 α ν w ) p) I, 1.2) p + α p w = ) Equation 1.1)-1.3) are undertood in the ene of ditribution a correponding integral identitie. They are equivalent to the Stoke equation for the velocity v = w v ϱ f = P p f + ϱ f F, + α p,f v = 0, 1.4) P f = α µ Dx, v) + α ν v) p ) I 1.5) and preure p in the pore pace Ω f and the Lame equation ϱ 2 w 2 = P + ϱ F, p + α p, w = 0, 1.6) P = α λ Dx, w) pi 1.7) for the olid diplacement w and preure p in Ω. At the common boundary Γ velocitie and normal tenion are continuou: w = v, P n = P f n. 1.8) Here n i a unit normal to Γ.

3 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 3 In 1.1)-1.8), Dx, u) = 1 2 u + u ) i the ymmetric part of u, I i a unit tenor, F i a given vector of ditributed ma force, α p = α p,f χ 0 + α p, 1 χ 0 ), ϱ = ϱ f χ 0 + ϱ 1 χ 0 ), α τ = α ν = L gτ 2, α µ = 2ν α τ τlg ρ 0, 2µ α τ τlg ρ 0, α λ = α p,f = ϱ f c 2 f α τ Lg, 2λ α τ Lg ρ 0, α p, = ϱ c 2 α τ Lg, where µ i the dynamic vicoity, ν i the bulk vicoity, λ i the elatic contant, ϱ f and ϱ are the repective mean dimenionle denitie of the liquid in pore and the olid keleton, correlated with the mean denity of water ρ 0, and c f and c are the peed of compreion ound wave in the pore liquid and in the olid keleton repectively. Figure 2. The pore tructure The mathematical model 1.1) 1.3) can not be ueful for practical need, ince the function χ 0 change it value from 0 to 1 on the cale of a few micron. Fortunately, the ytem poee a natural mall parameter ε = l L, where l i the average ize of pore. Thu, the mot uitable way to get a practically ignificant mathematical model, which approximate 1.1) 1.3), i a homogenization or upcaling. That i, we uppoe the ε-periodicity of the olid keleton, let ε to be variable, and look for the limit in 1.1) 1.3) a ε 0. There are different homogenized limiting) ytem, depending on of α µ, α λ,... Some of thee number might be mall and ome might be large. We may repreent them a a power of ε, or a function depending on ε. Let µ 0 = lim ε 0 α µ ε), c 2 f,0 = lim ε 0 α p,f ε), α µ µ 1 = lim ε 0 ε 2, ν 0 = lim ε 0 α ν ε), λ 0 = lim ε 0 α λ ε), c 2,0 = lim ε 0 α p, ε), λ α λ 1 = lim ε 0 ε 2. It i clear that the choice of thee limit depend on our willing. For example, for ε = 10 2 and α = we may tate that α = 2 ε 1 2, or α = 0.02 ε 0. It i

4 4 A. MEIRMANOV, M. NURTAS EJDE-2016/184 uual procedure when we neglect ome term in differential equation with mall coefficient and get more imple equation, till decribing the phyical proce. The detailed analye of all poible limiting regime ha been done in [8, 9]. To decribe the eimic in two different media elatic and poroelatic), having a common interface we mut choe one of the two method dicued above. The firt method ugget only ome guee, while the econd method ha a clear algorithm for the derivation of the boundary condition. That i why we chooe here the econd method. We derive new eimic equation in each component elatic and poroelatic) and the boundary condition on the common boundary. For thee boundary condition the very little i known and only for the liquid filtration ee for example [10]). For three different et of µ 0, λ 0,... for each component we derive three different mathematical model, which decribe the proce with different degree of approximation. We tart with the integral identitie, defining the weak olution w ε and p ε, and ue the two-cale expanion method [11, 12], when we look for the olution in the form w ε x, t) = wx, t) + W 0 x, t, x ε ) + ε W 1x, t, x ε ) + oε), p ε x, t) = px, t) + P 0 x, t, x ε ) + ε P 1x, t, x ε ) + oε) with 1-periodic in the variable y function W i x, t, y), P i x, t, y), i = 0, 1,... Thi method i rather heuritic and may lead to the wrong anwer. But our guee are baed upon the trong theory, uggeted by G. Ngueteng [13, 14]. For the rigorou derivation of eimic equation in poroelatic media, which dictate the correct two-cale expanion, ee [8]. Finally, to calculate limit a ε 0 in correponding integral identitie, we apply the well-known reult lim F x, x ε 0 Ω ε, t) dx dt = F x, y, t)dy ) dx dt 1.9) Ω Y for any mooth 1-periodic in the variable y Y function F x, y, t). 2. Statement of the problem For the ake of implicity we uppoe that Q = {x = x 1, x 2, x 3 ) R 3 : x 3 > 0}, Ω 0) = {x = x 1, x 2, x 3 ) R 3 : 0 < x 3 < H}, Ω = {x = x 1, x 2, x 3 ) R 3 : x 3 > H}, F = 0, and α p,f =, α p, = c 2. Let Y be a unit cube in R 3, Y = Y f γ Y. We aume that pore pace Ω ε f i a periodic repetition in Ω of the elementary cell εy f, the olid keleton Ω ε i a periodic repetition in Ω of the elementary cell εy, and the boundary Γ ε between a pore pace and a olid keleton i a periodic repetition in Ω of the boundary εγ. Detailed decription of the et Y f and Y i done in [8]. From thee uppoition, χ 0 x) = χ ε x) = χ x ε ), where χy) i a 1-periodic function uch that χy) = 1 for y Y f and χy) = 0 for y Y.

5 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 5 For a fixed ε > 0 the diplacement vector w ε and preure p ε atify Lame ytem ϱ 0) 2 w ε 2 = P 0), p ε + c 2,0 w ε = 0, 2.1) P 0) = α 0) λ Dx, wε ) p ε I 2.2) in the domain Ω 0) for t > 0, and the ytem 1.1)-1.3) with χ 0 = χ ε x), ϱ = ϱ ε = ϱ f χ ε + ϱ 1 χ ε ), and α p = α ε p = α p,f χ ε + α p, 1 χ ε ) in the domain Ω for t > 0. On the common boundary S 0) = {x = x 1, x 2, x 3 ) R 3 : x 3 = H} the diplacement vector and normal tenion are continuou: lim w ε x, t) = lim w ε x, t), x 0 S 0), 2.3) x Ω 0) x Ω lim P 0) x, t) e 3 = lim Px, t) e 3,, x 0 S 0), 2.4) x Ω 0) x Ω where e 3 = 0, 0, 1). The problem i complemented with the boundary condition P 0) e 3 = p 0 x, t)e 3, x = x 1, x 2 ) 2.5) on the outer boundary S = {x = x 1, x 2, x 3 ) R 3 : x 3 = 0} for t > 0 and homogeneou initial condition w ε x, 0) = wε x, 0) = ) Let ςx) be the characteritic function of the domain Ω and ϱ ε = 1 ς)ϱ 0) + ςϱ ε, α ε p = 1 ς) c 2,0 + ς α ε p. Then the above formulated problem take the form ϱ ε 2 w ε 2 = 1 ς)p 0) + ςp ), 2.7) p ε + α p ε w ε = 0, 2.8) P = χ ε α µ Dx, wε ) + 1 χε )α λ Dx, w ε ) χ ε α ν p ε + pε) I, 2.9) where in 2.9) we have ued the conequence of 2.8) in the form ς χ ε α ν wε ) = ς α χε ν p ε. Equation 2.7) i undertood in the ene of ditribution. That i, for any mooth function ϕ with a compact upport in Q the following integral identity ϱ ε 2 w ε 2 ϕ + 1 ς)p 0) + ςp ) ) : Dx, ϕ) + p 0 ϕ) dx dt = ) hold. We call uch olution the weak olution. In 2.10) = Q 0, T ) and the convolution A : B of two tenor A = A ij ) and B = B ij ) i defined a A : B = tra B) = 3 i,j=1 A ijb ji. Uing tandard method one can prove that for any poitive ε > 0 and given mooth function p 0 there exit a unique weak olution of the problem 2.7)-2.9)

6 6 A. MEIRMANOV, M. NURTAS EJDE-2016/184 which make ene to the integral identity 2.10). We look for the limit of the weak olution for the following cae: I) µ 0 = λ 0 = λ 0) 0 = 0, µ 1 = λ 1 =, 0 ν 0 <, λ 0) 0 = lim ε 0 α 0) λ ; II) µ 0 = λ 0 = λ 0) 0 = µ 1 = ν 0 = 0, λ 1 = ; III) µ 0 = ν 0 = 0, 0 < λ 0, λ 0) 0, µ 1 <. 3. Homogenization: cae I) According to [9], the two-cale expanion for the weak olution of the problem 2.7)-2.9) under condition I) ha the form w ε x, t) = wx, t) + oε), p ε x, t) = px, t) + oε), 3.1) where lim ε 0 oε) = 0. The ubtitution 3.1) into 2.10) reult in the integral identity χ x ε )ϱ f + 1 χ x ε )) ) 2 w ϱ 2 ϕ χx ε )α ν p ) + p) ϕ dx dt + p 0 ϕ) dx dt + Ω 0) T Ω 0) T ϱ 0) 2 w 2 ϕ p ϕ)) dx dt = oε). 3.2) Now we ue 1.9) and after the limit in 3.2) a ε 0 arrive at the integral identity ˆϱ 2 w 2 ϕ mν 0 p + p) ϕ) dx dt + p 0 ϕ) dx dt + ϱ 0) 2 3.3) w 2 ϕ p ϕ)) dx dt = 0, where ˆϱ = mϱ f + 1 m)ϱ and m = Y χy)dy. Next we rewrite 2.8) a 1 ς) c 2,0 + ς χ x ε ) + ς 1 χ x ε )) ) p ε c 2 + w ε = ) We multiply the reult by a mooth function ψx, t) with a compact upport in Q, and integrate by part over domain : ψ 1 ς) c 2 + ς χ x ε ),0 + ς 1 χ x ε )) ) p ε c 2 ψ w ε) dx dt = ) A above, we ubtitute 3.1) into 3.5) and pa to the limit a ε 0: ψ 1 ς) c 2 + ς m ς1 m) ) ),0 c 2 + p ψ w f c 2 dx dt = ) Integral identitie 3.3) and 3.6), complemented with initial condition wx, 0) = w x, 0) = 0, 3.7) form mathematical model I) of eimic in compoite media. In fact, thee identitie contain the differential equation in Ω and Ω 0) and the boundary condition on S and S 0).

7 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 7 Let ϕ be a mooth function with a compact upport in Ω 0). Rewriting 3.3) a ϱ 0) 2 w + p) ϕ dx dt = 0 2 Ω 0) T and uing the arbitrary choice of ϕ we conclude that ϱ 0) 2 w = p 3.8) 2 in the domain Ω 0) for t > 0. For function ϕ with a compact upport in Ω, 3.3) implie ˆϱ 2 w 2 = p + mν 0 p ), ˆϱ = mϱ f + 1 m)ϱ 3.9) in the domain Ω for t > 0. Now, if we chooe ϕ = ϕ 1, ϕ 2, ϕ 3 ) with a compact upport in Q and ϕ 3 x, t) 0 for x S 0), then the integration by part in 3.3) together with 3.8) and 3.9) reult in where Therefore, S 0) T p x 1, x 2, t) = px 1, x 2, H 0, t), lim px, t) = lim x Ω 0) x Ω p p + + m ν 0 p + )) ϕ 3 dx dt = 0, p + x 1, x 2, t) = px 1, x 2, H + 0, t). ν 0 p px, t) + m x, t)), x 0 S 0). 3.10) Finally, for function ϕ with a compact upport in Ω 0) and ϕ 3 x, t) 0 for x S the integration by part in 3.3) together with 3.8) reult in S T p p 0 )ϕ 3 dx dt = 0, or px, t) = p 0 x, t), x S. 3.11) In the ame way a above, it can be hown that 3.6) implie continuity equation and m + 1 c 2,0 p + w = ) 1 m) ) p + w = ) c 2 in the domain Ω 0) and Ω repectively, and the boundary condition lim e 3 wx, t) = lim e 3 wx, t), x 0 S 0) 3.14) x Ω 0) x Ω on the common boundary S 0). Differential equation 3.8), 3.9), 3.12), and 3.13), boundary condition 3.10), 3.11), and 3.14), and initial condition 3.7) contitute the mathematical model I) in it differential form.

8 8 A. MEIRMANOV, M. NURTAS EJDE-2016/184 For thi cae we put 4. Homogenization: cae II) w ε x, t) = 1 ς)wx, t) + ςχ x ε )wf,ε) x, t) + ς 1 χ x ε )) w x, t) + oε), p ε x, t) = px, t) + oε), where w f,ε) x, t) = W f) x, t, x ε ), 4.1) and W f) x, t, y) i a 1-periodic in the variable y function. The ubtitution 4.1) into 2.10) reult in the integral identity p 0 ϕ) dx dt + ϱ 0) 2 w Ω 0) 2 ϕ p ϕ)) dx dt T ϱf + χ x W f) ε ) 2 2 x, t, x ε ) + ϱ x 1 χ ε )) 2 w ) ) ϕ p ϕ) 2 dx dt xε wf,ε) = α µ χ )Dx, ) : Dx, ϕ) dx dt + oε), ΩT which hold for any mooth function ϕx, t). Let w f) x, t) = ς lim ε 0 χ x ε )Wf) x, t, x ε ) = ς Y f W f) x, t, y)dy 4.2) be the weak limit of the equence {w ε }. Then after the limit a ε 0 we arrive at the integral identity p 0 ϕ) dx dt + ϱf 2 w f) = 2 Ω 0) T ϱ 0) 2 w 2 ϕ p ϕ)) dx dt + ϱ 1 m) 2 w 2 ) ϕ p ϕ) ) dx dt = ) Note that the term α µ Dx, wf,ε) ) in the right-hand ide of 4.2) converge to zero α due to the uppoition lim ε 0 α µ = lim µ ε 0 ε = 0: α µ D x, wf,ε) x, t) ) = α µ D x, Wf) x, t, x ε )) + α µ ε D y, Wf) x, t, x ε )). The ubtitution of 4.1) into the continuity equation 2.8) lead to the integral identity ψ 1 ς) c 2 + ς χε,0 + ς1 χε )) p c 2 ψ 1 ς)w + ςχ ε W f) x, t, x ε ) + ς1 χε )w ) ) dx dt = oε). 4.4) The limit here a ε 0 reult in ψ 1 ς) c 2 + ς m,0 c 2 + f ς1 m) ) p+ c 2 ψ 1 ς)w + ς w f) + ς1 m)w ) ) dx dt = )

9 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 9 A in previou ection we conclude that integral identitie 4.3) and 4.5) imply differential equation in Ω 0) and Ω and boundary condition on the boundarie S 0) and S. Namely, in the domain Ω 0) the diplacement vector w and preure p of the olid component atify the eimic ytem ϱ 0) 1 c 2,0 2 w = p, 4.6) 2 p + w = ) In the domain Ω the diplacement vector w of the olid component, diplacement vector w f) of the liquid component, and preure p of the medium atify the eimic ytem 2 w f) ϱ f 2 + ϱ 1 m) 2 w 2 = p, 4.8) m 1 m) ) + p + w f) ) c m)w = ) On the common boundary S 0) the diplacement vector w, w, and w f) and preure p atify continuity condition lim px, t) = lim px, t), 4.10) x Ω 0) x Ω lim e 3 wx, t) = lim e 3 w f) x, t) + 1 m)w x, t) ). 4.11) x Ω 0) x Ω Finally, on the outer boundary S, A above, we have to add the initial condition: px, t) = p 0 x, t). 4.12) wx, 0) = w x, 0) = w x, 0) = w x, 0) 4.13) = w f) x, 0) = wf) x, 0) = 0. The obtained ytem of differential equation and boundary and initial condition i till incomplete. We have no differential equation for the liquid diplacement w f). To find the miing equation we pa to the limit ε 0 in 4.2) with tet function ϕ ε in the form ϕ ε x, t) = hx, t)ϕ 0 x ε ), where h i a mooth function with a compact upport in Ω and ϕ 0 y) i a mooth function with a compact upport in Y f that i ϕ ε vanihe outide of the pore pace Ω f ). For an arbitrary function ϕ 0 y) the term p ϕ ε become unbounded a ε 0: ϕ ε = x hx, t) ) ϕ 0 x ε ) + 1 ε hx, t) y ϕ 0 x ε )). Therefore, we require that condition y ϕ 0 y) = 0, y Y f, 4.14)

10 10 A. MEIRMANOV, M. NURTAS EJDE-2016/184 ϕ 0 y) = 0, y γ 4.15) hold. The term α µ Dx, wf,ε) ) : Dx, ϕ ε ) in the right-hand ide of 4.2) converge to α zero becaue of the aumption lim ε 0 α µ = lim µ ε 0 ε = lim ε 0 αµ ε = 0: 2 α µ D x, wf,ε) x, t) ) : Dx, ϕ ε ) = α µ D x, Wf) x, t, x ε )) + 1 ε D y, Wf) x, t, x ε ))) : 1 h) ϕ0 + ϕ 0 h) ) + h 2 ε D y, ϕ 0 x ε ))) = oε). Here a matrix a b i defined a a b) c = ab c), for any vector a, b, and c. Thu, the limit a ε 0 in 4.2) reult in the integral identity Yf 2 W f) ϱf 2 h p h) ) ) ϕ 0 dy dx dt Yf 2 W f) = hx, t) ϱf 2 + p ) ) ϕ 0 dy dx dt = 0, 4.16) which hold for any mooth function hx, t) with a compact upport in Ω and for any mooth olenoidal function ϕ 0 y) with a compact upport in Y f. By arbitrary choice of hx, t), 4.16) implie Yf ϱf 2 W f) 2 + p ) ϕ 0 dy = ) Thi identity mean that the function ϱ 2 W f) f + p ) i orthogonal to any olenoidal 2 function. Therefore there exit ome 1-periodic in the variable y function Πx, t, y) uch that 2 W f) ϱ f 2 + p = y Π 4.18) in the domain Y f for any parameter x, t). There i one equation 4.18) for two unknown function W f) and Π. To derive the econd equation we put in 4.4) ψ = ε hx, t) ψ 0 x ε ) with arbitrary mooth function hx, t) and arbitrary mooth 1-periodic function ψ 0 y) and pa to the limit a ε 0: ) hx, t) χy) ψ 0 y) W f) x, t, y)dy dx = 0. Y After reintegration we obtain the deired microcopic continuity equation W f) = 0, y Y f. 4.19) A rigorou theory ee [13, 8, 9]) upplie the ytem 4.18), 4.19) with the boundary condition W f) x, t, y) w x, t) ) ny) = )

11 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 11 on the boundary γ with the unit normal ny), and the homogeneou initial condition Problem 4.18)-4.21) ha been olved in [9]: W f) x, 0, y) = Wf) x, 0, y) = ) ϱ f 2 W f) 2 = ϱ f 2 2 I i=1 y Π i e i ) p + ϱf 2 2 ), 4.22) where Π i y), i = 1, 2, 3 are olution to the periodic boundary value problem Thu, y Π i = 0, y Y f, y Π i e i ) ny) = 0, y γ. where ϱ f 2 w f) 2 = mϱ f 2 2 B f) 2 = mi i=1 B f) 2 p + ϱ f 2 2 ), 4.23) Y f y Π f) i dy e i. 4.24) Differential equation 4.6)-4.9), 4.23), boundary condition 4.10)-4.12), and initial condition 4.13) form the mathematical model II) of eimic in compoite media. 5. Homogenization: cae III) According to [8] the et of criteria III) dictate the form of the two-cale expanion: w ε x, t) = 1 ς)wx, t) + ς χ x ε )wf,ε) x, t) + ς 1 χ x ε )) w x, t) + εw ε x, t) ) + oε), p ε x, t) = 1 ς)px, t) + ς χ x ε )p f x, t) + ς 1 χ x ε )) p ε x, t) + oε), 5.1) where w f,ε) x, t) = W f) x, t, x ε ), wε x, t) = W x, t, x ε ), pε x, t) = P x, t, x ε ), and W f) x, t, y), W x, t, y), P x, t, y) are 1-periodic in the variable y function. Next we expre the preure p ε in the olid component in Ω uing the continuity equation 2.8) and two-cale expanion 5.1): p ε x, t) = c 2 w x, t) + y W x, t, x ε )) + oε). 5.2)

12 12 A. MEIRMANOV, M. NURTAS EJDE-2016/184 The ubtitution of 5.1) and 5.2) into 2.10) reult in the integral equality p 0 ϕ) dx dt + ϱ 0) 2 w Ω 0) 2 ϕ + λ 0) 0 Dx, w) pi) : Dx, ϕ) ) dx dt T ϱf + χ x W f) ε ) 2 2 x, t, x ε ) + ϱ x 1 χ ε )) 2 w ) ) ϕ 2 dx dt x + λ 0 1 χ ε )) N 0) : Dx, w ) + D y, W x, t, x ε )))) : Dx, ϕ) dx dt = χ x ε ) αµ ε D y, Wf) x, t, x ) ε )) p f I : Dx, ϕ) dx dt + oε), 5.3) which hold for any mooth function ϕx, t). In 5.3) N 0) = J ij J ij + c2 I I, J ij = 1 ) ei e j + e j e i, λ 0 2 i,j=1 {e 1, e 2, e 3 } i a tandard Carteian bai, and the fourth-rank tenor A B i the tenor direct) product of the econd-rank tenor A and B: A B) : C = AB : C) for any econd-rank tenor C. After the limit in 5.3) a ε 0 we arrive at the integral identity where Ω 0) T ϱ 0) 2 w 2 ϕ + λ 0) 0 Dx, w) pi) : Dx, ϕ) ) dx dt ϱf 2 w f) + p 0 ϕ) dx dt ϱ 1 m) 2 w ) ) ϕ 2 dx dt + λ 0 N 0) : ) ) 1 m)dx, w ) + Dy, W ) Y : Dx, ϕ) dx dt Ω T = mpf I ) : Dx, ϕ) dx dt, w f) = W f) Yf, F A = A F y)dy, A Y. 5.4) To pa to the limit a ε 0 in the continuity equation 2.8) we rewrite it a an integral identity and ue the repreentation 5.1): 1 ς) ψ c 2 p + ς χ x,0 ε )p f c 2 + ς 1 χ x ) ) f ε )pε c 2 dx dt ψ 1 ς)w + ς χ x ε )W f + ς 1 χ x 5.5) ε )) ) w dx dt = oε). In the limit a ε 0 reult in the integral equality ψ 1 ς) c 2 p + ς m,0 c 2 p f + ς c ) f 2 P Y ) dx dt ψ 1 ς)w + ς w f) ) + ς1 m)w dx dt = 0, 5.6)

13 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 13 which hold for any mooth function ψ vanihing at S. Finally, we rewrite the continuity equation in the pore pace Ω f a the correponding integral identity ψ ΩT χ ε p ε + χ ε w ε) dx dt = ψ ΩT χ ε p ε + w ε 1 χ ε ) w ε) dx dt χ = ψ ΩT ε p ε ψ) w ε ψ1 χ ε ) w ε) dx dt, and apply the two-cale expanion 5.1): ψ c 2 χ x f ε )p f ψ) χ x ε )Wε f + 1 χ x ε )) ) w ψ 1 χ x ε )) w + y W ) ) dx dt = oε). 5.7) In the limit a ε 0 reult in the deired integral equality m ψ c 2 p f ψ w f) ) ψ y W Y dx dt = ) f The localization of 5.4), 5.6), and 5.8) give a the Lame ytem ϱ 0) 2 w 2 = P0), P 0) = λ 0) 0 Dx, w) pi, 5.9) p + c 2,0 w = ) in the domain Ω 0) for t > 0, the macrocopic dynamic equation 2 w f) ϱ f 2 + ϱ 1 m) 2 w 2 = P, 5.11) P = λ 0 N 0) : ) 1 m)dx, w ) + Dy, W ) Y mpf I 5.12) for the olid component and the macrocopic continuity equation m p f + w f) = y W Y 5.13) for the liquid component in the domain Ω for t > 0. The ame localization of 5.4) and 5.6) alo provide the boundary condition P 0) e 3 = p 0 e ) on the outer boundary S with the unit normal e 3, and the continuity condition lim P 0) x, t) e 3 = lim Px, t) e 3, 5.15) x Ω 0) x Ω lim wx, t) e 3 = lim w f) x, t) + 1 m)w x, t) ) e ) x Ω 0) x Ω on the common boundary S 0) x 0 with the unit normal e 3. More detailed mathematical analyi how that lim wx, t) = lim 1 m)w x, t) 5.17) x Ω 0) x Ω

14 14 A. MEIRMANOV, M. NURTAS EJDE-2016/184 for x 0 S 0). Unfortunately we have no poibility to prove the tatement due technical reaon. Differential equation and boundary condition are upplemented with initial condition wx, 0) = w x, 0) = w x, 0) = w x, 0) 5.18) = w f) x, 0) = wf) x, 0) = 0. However, the obtained ytem 5.9)-5.18) i till incomplete. We need two more differential equation for W and W f). More preciely, we have to expre the term Dy, W ) Y and y W Y by mean of function Dx, w ) and p f and rewrite 5.12) and 5.13) a m P = λ 0 N : Dx, w ) p f C, 5.19) p f + w f) = C 0 : Dx, ) + c 0 λ 0 p f. 5.20) To find the miing equation for the function W let u conider the integral identity 5.3). A in previou ection, we chooe tet function in the form ϕ ε x, t) = ε hx, t) ϕ 0 x ε ), where h i an arbitrary mooth function with a compact upport in Ω vanihing on S, and ϕ 0 y) i an arbitrary 1-periodic mooth function with a compact upport in Y. The limit in 5.3) a ε 0 with choen tet function reult in ) λ 0 1 χy) N 0) : Dx, w ) h Y + Dy, W ) ) ) χy) mp f I ) : Dy, ϕ 0 )dy dx dt = 0 After a localization we obtain the differential equation ) y λ 0 1 χy) N 0) : Dx, w ) + Dy, W ) ) ) mp f χy) = ) in the domain Y, which i undertood in the ene of ditribution. That i, a a uual differential equation y N 0) : Dx, w ) + Dy, W ) )) = ) in the domain Y. In the ame way uing tet function with a compact upport localize at γ we derive the boundary condition λ 0 N 0) : Dx, w ) + Dy, W ) )) n = mp f n 5.23) on the boundary γ. Here n i a unit normal to γ. The problem 5.18), 5.19) i completed with the periodicity condition on the remaining part Y \γ of the boundary Y. Let U ij) 2 y) and U 0) 2 y) be olution of periodic problem y 1 χ) N 0) : J ij) + Dy, U ij) 2 ) ))) = 0, 5.24) y 1 χ) N 0) : Dy, U 0) 2 ) + I)) = )

15 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 15 in Y. Then where Thu where D ij = 1 2 W x, t, y) = i,j=1 U ij) 2 y)d ij x, t) + m λ 0 p f x, t) U 0) 2 y), ui + u ) j, = u 1, u 2, u 3 ), Dx, w ) = x j x i Dy, W ) Y = Dy, U ij) 2 ) Y D ij + m p f Dy, U 0) 2 λ ) Y 0 i,j=1 D ij J ij). i,j=1 = Dy, U ij) 2 ) Y J ij)) : Dx, ) + m p f Dy, U 0) 2 λ ) Y, 0 i,j=1 y W Y = N = N 0) : λ 0 N 0) : 1 m)dx, ) + Dy, W ) Y ) mpf I = λ 0 N : Dx, ) p f C, y U ij) 2 Y D ij + m p f y U 0) λ 0 i,j=1 2 Y = y U ij) 2 Y J ij) : Dx, ) + m y U 0) 2 λ ) Y pf, 0 i,j=1 1 m) C 0 = J ij J ij + i,j=1 Dy, U ij) 2 ) Y J ij)), 5.26) i,j=1 C = mi Dy, U 0) 2 ) Y, 5.27) y U ij) 2 Y J ij, c 0 = y U 0) 2 Y. 5.28) i,j=1 The derivation of the equation for W f) repeat in it main feature the argument of the previou ection. We chooe the tet function ϕ ε in 5.3) a ϕ ε x, t) = hx, t) ϕ 0 x ε ), where h i a mooth function with a compact upport in Ω and ϕ 0 y) i a mooth 1-periodic olenoidal function with a compact upport in Y f. After the limit a ε 0 and localiation we arrive at the differential equation 2 W f) ϱ f 2 = µ 1 D y, Wf) ) y Π f) p f 5.29) in the domain Y f for t > 0. Here, a in previou ection, we alo mut define a 1- periodic in y function Π f) x, t, y), which appear due to the choice of tet function.

16 16 A. MEIRMANOV, M. NURTAS EJDE-2016/184 The miing equation i derived from the continuity equation in it integral form 5.5) in the ame way a in the previou ection and coincide with 4.19). According to [8] and [9] the ytem 5.29), 4.19) upplie with the boundary condition W f) x, t, y) = w x, t) 5.30) on the boundary γ, and the homogeneou initial condition W f) x, 0, y) = Wf) x, 0, y) = ) Problem 4.19), 5.29)-5.31) ha been olved in [9]: W f) = x, t) + = x, t) + Π f) x, t, y) = t i=1 0 t i=1 0 i=1 W f) i y, t τ) p f 2 w,i x, τ) + ϱ f x i τ 2 x, τ)) dτ f) ) 2 w W i y, t τ) e i pf x, τ) + ϱ f τ 2 x, τ)) dτ, t 0 Π f) i y, t τ) p f 2 w,i x, τ) + ϱ f x i τ 2 x, τ)) dτ, where = w,1, w,2, w,3 ) and {W f) i, Π f) i }, i = 1, 2, 3, are olution to the following periodic initial boundary value problem 2 W f) i ϱ f 2 = µ 1 D y, Wf) i ) y Π f) i, y, t) Y f 0, T ), 5.32) y W f) i y, t) = 0, y, t) Y f 0, T ), 5.33) W f) i Thu, w f) x, t) = W f) x, t, y)dy Y f where = m x, t) + W f) i y, 0) = 0, ϱ f y, 0) = e i, y Y f, 5.34) W f) i y, t) = 0, y, t) γ 0, T ). 5.35) t 0 B f) 3 t) = B f) 3 t τ) px, τ) + ϱ f 2 w τ 2 x, τ)) dτ, i=1 5.36) Y f W f) i y, t)dy e i. 5.37) Differential equation 5.9)-5.11), 5.20), and 5.36), boundary condition 5.14)- 5.17), initial condition 5.18) and tate equation 5.19) and 5.26)-5.28) contitute the mathematical model III) of eimic in compoite media. 6. One dimenional model for the cae I): numerical implementation Direct problem. For the ake of implicity we conider the pace, which conit of the following ubdomain: Ω 1 = {x R : 0 < x < H 1 }, Ω 2 = {x R : H 1 < x <

17 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 17 H 2 }, and Ω 3 = {x R : x > H 2 }. Differential equation 3.8), 3.9), 3.12), and 3.13) reult in 1 2 p ĉ 2 x) 2 = div 1 ˆρx) p + mν 0 p )) where 1 ĉ 2 = m + 1 m) c 2 and ˆρ = mρ f + 1 m)ρ are repectively average wave propagation velocity and average denity of the medium. Applying now the Fourier tranformation we arrive at d 2 ˆP dx 2 + ˆρω 2 1 mν0 iω)ĉ ˆP 2 = 0 6.1) where ˆP x, ω)-the preure obtained after Fourier tranform. c 2 f Figure 3. Scheme of arrangement of layer maratainur.jpg Depending on the exact phyical propertie, the edimentary rock zone i divided into three ubdomain. The value of the geometry of pore, vicoity of fluid, denity of rock, and velocity of eimic wave conidered in each layer to be different. In the experiment in order to get numerical olution, it aumed that the firt medium i a hale, the econd medium i oil aturated andtone, and the third medium i a limetone ee Fig.3). Let u uppoe that there i a plane wave which propagate from. Then the general olution of equation 6.1) for < X H 1 in the cae ν 0 = 0 i written down a: ˆP 1 = exp { iω ˆρ1 ĉ 1 } x + A 2 exp { iω ˆρ1 ĉ 1 } x. 6.2) The general olution of equation 6.1) for H 1 x < H 2 in the cae ν 0 > 0 i repreented a: { iω ˆρ { 2 ˆP 2 = B 1 exp ĉ 2 1 mν 0 iω x} iω ˆρ } + B 2 exp 2 ĉ c mν 0 iω x. f c 2 f 6.3) Finally the general olution for x H 2 in the cae ν 0 = 0 will be the following: { } ˆρ3 ˆP 3 = D 1 exp iω x. 6.4) ĉ 3

18 18 A. MEIRMANOV, M. NURTAS EJDE-2016/184 Continuity condition in contact media will be: ĉ 2 1 ĉ 2 2 [ ˆP 1 iω mν 0 c 2 f d dx [ ˆP 1 iω mν 0 c 2 f [ ˆP 2 iω mν 0 c 2 f d dx [ ˆP 2 iω mν 0 c 2 f ˆP 1 ] H1 0 = [ ˆP 2 iω mν 0 ˆP c 2 2 ] H1+0 f 6.5) ˆP 1 ] H1 0 = ĉ 2 d 2 dx [ ˆP 2 iω mν 0 ˆP 2 ] H ) c 2 f ˆP 2 ] H2 0 = [ ˆP 3 iω mν 0 ˆP c 2 3 ] H2+0 f 6.7) ˆP 2 ] H2 0 = ĉ 2 d 3 dx [ ˆP 3 iω mν 0 ˆP 3 ] H ) Thee relation are nothing ele but the ytem of linear algebraic equation for the coefficient A 2, B 1, B 2, D 1 which can be eaily reolved by any direct method. Thee coefficient are ued in order to contruct the olution in time frequency domain and after invere Fourier tranform in time the olution in the time domain can be eaily recovered ee Fig.4). c 2 f Figure 4. Propagation of eimic wave in different layer Invere problem. In invere problem [15] except ˆP x, ω) the value H 1, H 2, ĉ 2, ν 0, m are unknown a well. To determine thee value one need ome additional information about olution of the direct problem - data of invere problem. Uually they are given a function P ω) at X = 0. The mot widepread way i to earch for thee value by minimization of the data mifit functional being L 2 norm of the difference of given function and computed for ome current value of unknown parameter: F i H i 1, H i 2) = F i H i 1, ĉ i 2) = ωn ω 1 ˆP i ω, H i 1, H i 2) P ω, H 1, H 2 ) 2 dω 0 6.9) ωn ω 1 ˆP i ω, H i 1, ĉ i 2) P ω, H 1, ĉ 2 ) 2 dω ) ωn F i H2, i ĉ i 2) = ˆP i ω, H2, i ĉ i 2) P ω, H 2, ĉ 2 ) 2 dω ) ω 1 Here P ω,...,...) i the given wave field at X = 0, while ˆP ω,...,...) are wave field computed for ome current value of the deired parameter. In our numerical experiment the minimum i earched by the Nelder-Mead technique [17], Fig.5).

19 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 19 Figure 5. Simple cheme of Nelder-Mead for two variable regular implex Recovery of H 1 and H 2. Behavior of the data mifit functional for thi tatement i repreented in Figure 6 and 7. A one can ee thi functional i convex and ha the unique minimum point. Therefore thi invere problem i well reolved. Figure 6. Minimization of the functional F H 1, H 2 ). urfwveteng.jpg Figure 7. Level line of the functional F H 1, H 2 ). contour200eng.jpg Recovery of H 1 and c 2. Now we come to the non convex functional and therefore invere problem may have few olution ee Figure 8 and 9). Recovery of H 2 and c 2. Thi tatement alo generate non convex functional, but now it ha excellent reolution with repect to H 2 ee Figure 10 and 11).

20 20 A. MEIRMANOV, M. NURTAS EJDE-2016/184 Figure 8. Minimization of the functional F H 1, ĉ 2 ). Figure 9. Level line functional F H 1, ĉ 2 ). Figure 10. Minimization of the functional F H 2, ĉ 2 ). Concluion. In thi publication we have hown how to derive mathematical model for compoite media uing it microtructure. A a rule, there i ome et of model depending on given criteria µ 0, λ 0,... of the phyical proce in conideration. For a fixed et of criteria the correponding model decribe ome of the main feature of the proce. In the paper the implet invere problem wa dealt with - recovery of elatic parameter of the layer by Nelder-Mead algorithm. In the future we are planning to etablih connection upcaling procedure and cattered wave and apply on thi

21 EJDE-2016/184 MATHEMATICAL MODELS OF SEISMICS 21 Figure 11. Level line functional F H 2, ĉ 2 ). bae recent development of true-amplitude imaging on the bae of Gauian beam for both reflected and cattered wave [18, 19]. Reference [1] M. Biot; Theory of propagation of elatic wave in a fluid-aturated porou olid. I. Lowfrequency range. Journal of the Acoutical Society of America. 28, ). [2] M. Biot; Theory of propagation of elatic wave in a fluid-aturated porou olid. II. Higher frequency range. Journal of the Acoutical Society of America. 28, ). [3] M. Biot; Generalized theory of eimic propagation in porou diipative media. J. Acout. Soc. Am. 34, ). [4] J. G. Berryman; Seimic wave attenuation in fluid-aturated porou media, J. Pure Appl. Geophy. PAGEOPH) 128, ). [5] J. G. Berryman; Effective medium theorie for multicomponent poroelatic compoite, ASCE Journal of Engineering Mechanic 132 5), ). [6] R. Burridge, J. B. Keller; Poroelaticity equation derived from microtructure, Journal of Acoutic Society of America 70, No ), [7] E. Sanchez-Palencia; Non-Homogeneou Media and Vibration Theory, Lecture Note in Phyic, Vol. 129, Springer-Verlag, [8] A. Meirmanov; Mathematical model for poroelatic flow, Atlanti Pre, Pari, [9] A. Meirmanov; A decription of eimic eimic wave propagation in porou media via homogenization. SIAM J. Math. Anal. 40, N3, ). [10] A. Mikelić; On the Efective Boundary Condition Between Diferent Flow Region. Proceeding of the 1. Conference on Applied Mathematic and Computation Dubrovnik, Croatia, September ), [11] A. Benouan, J. L. Lion, G. Papanicolau; Aymptotic Analyi for Periodic Structure, North-Holland, Amterdam, [12] N. Bakhvalov, G. Panaenko; Homogenization: averaging procee in periodic media, Math. Appl., Vol. 36, Kluwer Academic Publiher, Dordrecht, [13] G. Ngueteng; A general convergence reult for a functional related to the theory of homogenization. SIAM J. Math. Anal ), [14] G. Ngueteng; Aymptotic analyi for a tiff variational problem ariing in mechanic, SIAM J. Math. Anal ), [15] A. Fichtner; Full Seimic Waveform Modelling and Inverion, Springer- Verlag Berlin Heidelberg. 2011) pp [16] M. I. Protaov, G. V. Rehetova, V. A. Tcheverda; Fracture detection by Gauian beam imaging of eimic data and image pectrum analyi, Geophyical Propecting, in-pre 2015). [17] J. H. Mathew, K. D. Fink; Numerical method uing Matlab. 4th edition, 2004, Prentice-Hall Inc., chapter 8, pp

22 22 A. MEIRMANOV, M. NURTAS EJDE-2016/184 [18] M. I. Protaov, V. A. Tcheverda; True amplitude imaging by invere generalized Radon tranform baed on Gauian beam decompoition of the acoutic Green function, Geophyical Propecting, 592), ). [19] M. I. Protaov, V. A. Tcheverda; True-amplitude elatic Gauian beam imaging of multicomponent walk-away VSP data, Geophyical Propecting, 606), ). Addendum poted on November 28, 2016 The editor from Zentralblatt informed u that a big portion of thi article coincide with the article Seimic in compoite media: elatic and poroelatic component by Anvarbek Meirmanov; Saltanbek Talapedenovich Mukhambetzhanov and Marat Nurta Sib. Elekron. Mat. Izv. 13, 75-88) 2016) Zbl ). The Electron. J. Differential Equation requeted an explanation from the author. They replied that two co-author ubmitted the manucript to two different journal, and each eventually publihed it without conulting the other. They write, It my fault that I did not control the proce. There i not any other explanation. Now I do not know what I hould do. Maybe the bet way here i to remove the paper from the ite, if it i poible. I apologize once again, your incerely, Anvarbek Meirmanov. Since the article i already publihed, the EJDE editor poted thi explanation. We recommend that co-author inform each other about their ubmiion. End of addendum. Anvarbek Meirmanov School of Mathematical Science and Information Technology, Yachay Tech, Ibarra, Ecuador addre: ameirmanov@yachaytech.edu.ec Marat Nurta School of mathematic and cibernetic, Kazakh-Britih Technical Univerity, Almaty, Kazakhtan addre: marat nurta@mail.ru

СИБИРСКИЕ ЭЛЕКТРОННЫЕ МАТЕМАТИЧЕСКИЕ ИЗВЕСТИЯ

СИБИРСКИЕ ЭЛЕКТРОННЫЕ МАТЕМАТИЧЕСКИЕ ИЗВЕСТИЯ ... S e MR ISSN 1813-3304 СИБИРСКИЕ ЭЛЕКТРОННЫЕ МАТЕМАТИЧЕСКИЕ ИЗВЕСТИЯ Siberian Electronic Mathematical Reports http://semr.math.nsc.ru Том 13, стр. 75 88 (2016) УДК 517.95;534.21 DOI 10.17377/semi.2016.13.006

More information

Frequency dependent attenuation and dispersion in patchysaturated

Frequency dependent attenuation and dispersion in patchysaturated Frequency dependent attenuation and diperion in patchyaturated porou rock Huixing Zhang, ritopher A. Innanen. Key Lab of Submarine Geocience and Propecting Technique, MOE, Ocean Univerity of China;. Department

More information

Bogoliubov Transformation in Classical Mechanics

Bogoliubov Transformation in Classical Mechanics Bogoliubov Tranformation in Claical Mechanic Canonical Tranformation Suppoe we have a et of complex canonical variable, {a j }, and would like to conider another et of variable, {b }, b b ({a j }). How

More information

The Hassenpflug Matrix Tensor Notation

The Hassenpflug Matrix Tensor Notation The Haenpflug Matrix Tenor Notation D.N.J. El Dept of Mech Mechatron Eng Univ of Stellenboch, South Africa e-mail: dnjel@un.ac.za 2009/09/01 Abtract Thi i a ample document to illutrate the typeetting of

More information

TRIPLE SOLUTIONS FOR THE ONE-DIMENSIONAL

TRIPLE SOLUTIONS FOR THE ONE-DIMENSIONAL GLASNIK MATEMATIČKI Vol. 38583, 73 84 TRIPLE SOLUTIONS FOR THE ONE-DIMENSIONAL p-laplacian Haihen Lü, Donal O Regan and Ravi P. Agarwal Academy of Mathematic and Sytem Science, Beijing, China, National

More information

A SIMPLE NASH-MOSER IMPLICIT FUNCTION THEOREM IN WEIGHTED BANACH SPACES. Sanghyun Cho

A SIMPLE NASH-MOSER IMPLICIT FUNCTION THEOREM IN WEIGHTED BANACH SPACES. Sanghyun Cho A SIMPLE NASH-MOSER IMPLICIT FUNCTION THEOREM IN WEIGHTED BANACH SPACES Sanghyun Cho Abtract. We prove a implified verion of the Nah-Moer implicit function theorem in weighted Banach pace. We relax the

More information

7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281

7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281 72 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 28 and i 2 Show how Euler formula (page 33) can then be ued to deduce the reult a ( a) 2 b 2 {e at co bt} {e at in bt} b ( a) 2 b 2 5 Under what condition

More information

Singular perturbation theory

Singular perturbation theory Singular perturbation theory Marc R. Rouel June 21, 2004 1 Introduction When we apply the teady-tate approximation (SSA) in chemical kinetic, we typically argue that ome of the intermediate are highly

More information

One Class of Splitting Iterative Schemes

One Class of Splitting Iterative Schemes One Cla of Splitting Iterative Scheme v Ciegi and V. Pakalnytė Vilniu Gedimina Technical Univerity Saulėtekio al. 11, 2054, Vilniu, Lithuania rc@fm.vtu.lt Abtract. Thi paper deal with the tability analyi

More information

The continuous time random walk (CTRW) was introduced by Montroll and Weiss 1.

The continuous time random walk (CTRW) was introduced by Montroll and Weiss 1. 1 I. CONTINUOUS TIME RANDOM WALK The continuou time random walk (CTRW) wa introduced by Montroll and Wei 1. Unlike dicrete time random walk treated o far, in the CTRW the number of jump n made by the walker

More information

Jump condition at the boundary between a porous catalyst and a homogeneous fluid

Jump condition at the boundary between a porous catalyst and a homogeneous fluid From the SelectedWork of Francico J. Valde-Parada 2005 Jump condition at the boundary between a porou catalyt and a homogeneou fluid Francico J. Valde-Parada J. Alberto Ochoa-Tapia Available at: http://work.bepre.com/francico_j_valde_parada/12/

More information

ON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION. Xiaoqun Wang

ON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION. Xiaoqun Wang Proceeding of the 2008 Winter Simulation Conference S. J. Maon, R. R. Hill, L. Mönch, O. Roe, T. Jefferon, J. W. Fowler ed. ON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION Xiaoqun Wang

More information

IEOR 3106: Fall 2013, Professor Whitt Topics for Discussion: Tuesday, November 19 Alternating Renewal Processes and The Renewal Equation

IEOR 3106: Fall 2013, Professor Whitt Topics for Discussion: Tuesday, November 19 Alternating Renewal Processes and The Renewal Equation IEOR 316: Fall 213, Profeor Whitt Topic for Dicuion: Tueday, November 19 Alternating Renewal Procee and The Renewal Equation 1 Alternating Renewal Procee An alternating renewal proce alternate between

More information

Lecture 21. The Lovasz splitting-off lemma Topics in Combinatorial Optimization April 29th, 2004

Lecture 21. The Lovasz splitting-off lemma Topics in Combinatorial Optimization April 29th, 2004 18.997 Topic in Combinatorial Optimization April 29th, 2004 Lecture 21 Lecturer: Michel X. Goeman Scribe: Mohammad Mahdian 1 The Lovaz plitting-off lemma Lovaz plitting-off lemma tate the following. Theorem

More information

Chapter 2 Sampling and Quantization. In order to investigate sampling and quantization, the difference between analog

Chapter 2 Sampling and Quantization. In order to investigate sampling and quantization, the difference between analog Chapter Sampling and Quantization.1 Analog and Digital Signal In order to invetigate ampling and quantization, the difference between analog and digital ignal mut be undertood. Analog ignal conit of continuou

More information

Effects of vector attenuation on AVO of offshore reflections

Effects of vector attenuation on AVO of offshore reflections GEOPHYSICS, VOL. 64, NO. 3 MAY-JUNE 1999); P. 815 819, 9 FIGS., 1 TABLE. Effect of vector attenuation on AVO of offhore reflection J. M. Carcione ABSTRACT Wave tranmitted at the ocean bottom have the characteritic

More information

arxiv: v2 [nucl-th] 3 May 2018

arxiv: v2 [nucl-th] 3 May 2018 DAMTP-207-44 An Alpha Particle Model for Carbon-2 J. I. Rawlinon arxiv:72.05658v2 [nucl-th] 3 May 208 Department of Applied Mathematic and Theoretical Phyic, Univerity of Cambridge, Wilberforce Road, Cambridge

More information

Research Article A New Kind of Weak Solution of Non-Newtonian Fluid Equation

Research Article A New Kind of Weak Solution of Non-Newtonian Fluid Equation Hindawi Function Space Volume 2017, Article ID 7916730, 8 page http://doi.org/10.1155/2017/7916730 Reearch Article A New Kind of Weak Solution of Non-Newtonian Fluid Equation Huahui Zhan 1 and Bifen Xu

More information

Online supplementary information

Online supplementary information Electronic Supplementary Material (ESI) for Soft Matter. Thi journal i The Royal Society of Chemitry 15 Online upplementary information Governing Equation For the vicou flow, we aume that the liquid thickne

More information

Laplace Transformation

Laplace Transformation Univerity of Technology Electromechanical Department Energy Branch Advance Mathematic Laplace Tranformation nd Cla Lecture 6 Page of 7 Laplace Tranformation Definition Suppoe that f(t) i a piecewie continuou

More information

Advanced Digital Signal Processing. Stationary/nonstationary signals. Time-Frequency Analysis... Some nonstationary signals. Time-Frequency Analysis

Advanced Digital Signal Processing. Stationary/nonstationary signals. Time-Frequency Analysis... Some nonstationary signals. Time-Frequency Analysis Advanced Digital ignal Proceing Prof. Nizamettin AYDIN naydin@yildiz.edu.tr Time-Frequency Analyi http://www.yildiz.edu.tr/~naydin 2 tationary/nontationary ignal Time-Frequency Analyi Fourier Tranform

More information

Nonlinear Single-Particle Dynamics in High Energy Accelerators

Nonlinear Single-Particle Dynamics in High Energy Accelerators Nonlinear Single-Particle Dynamic in High Energy Accelerator Part 6: Canonical Perturbation Theory Nonlinear Single-Particle Dynamic in High Energy Accelerator Thi coure conit of eight lecture: 1. Introduction

More information

POINCARE INEQUALITY AND CAMPANATO ESTIMATES FOR WEAK SOLUTIONS OF PARABOLIC EQUATIONS

POINCARE INEQUALITY AND CAMPANATO ESTIMATES FOR WEAK SOLUTIONS OF PARABOLIC EQUATIONS Electronic Journal of Differential Equation, Vol. 206 (206), No. 204, pp. 8. ISSN: 072-669. URL: http://ejde.math.txtate.edu or http://ejde.math.unt.edu POINCARE INEQUALITY AND CAMPANATO ESTIMATES FOR

More information

CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS

CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.1 INTRODUCTION 8.2 REDUCED ORDER MODEL DESIGN FOR LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.3

More information

Lecture 10 Filtering: Applied Concepts

Lecture 10 Filtering: Applied Concepts Lecture Filtering: Applied Concept In the previou two lecture, you have learned about finite-impule-repone (FIR) and infinite-impule-repone (IIR) filter. In thee lecture, we introduced the concept of filtering

More information

Control of Delayed Integrating Processes Using Two Feedback Controllers R MS Approach

Control of Delayed Integrating Processes Using Two Feedback Controllers R MS Approach Proceeding of the 7th WSEAS International Conference on SYSTEM SCIENCE and SIMULATION in ENGINEERING (ICOSSSE '8) Control of Delayed Integrating Procee Uing Two Feedback Controller R MS Approach LIBOR

More information

Convergence criteria and optimization techniques for beam moments

Convergence criteria and optimization techniques for beam moments Pure Appl. Opt. 7 (1998) 1221 1230. Printed in the UK PII: S0963-9659(98)90684-5 Convergence criteria and optimization technique for beam moment G Gbur and P S Carney Department of Phyic and Atronomy and

More information

arxiv: v1 [math.ca] 23 Sep 2017

arxiv: v1 [math.ca] 23 Sep 2017 arxiv:709.08048v [math.ca] 3 Sep 07 On the unit ditance problem A. Ioevich Abtract. The Erdő unit ditance conjecture in the plane ay that the number of pair of point from a point et of ize n eparated by

More information

NULL HELIX AND k-type NULL SLANT HELICES IN E 4 1

NULL HELIX AND k-type NULL SLANT HELICES IN E 4 1 REVISTA DE LA UNIÓN MATEMÁTICA ARGENTINA Vol. 57, No. 1, 2016, Page 71 83 Publihed online: March 3, 2016 NULL HELIX AND k-type NULL SLANT HELICES IN E 4 1 JINHUA QIAN AND YOUNG HO KIM Abtract. We tudy

More information

1. Preliminaries. In [8] the following odd looking integral evaluation is obtained.

1. Preliminaries. In [8] the following odd looking integral evaluation is obtained. June, 5. Revied Augut 8th, 5. VA DER POL EXPASIOS OF L-SERIES David Borwein* and Jonathan Borwein Abtract. We provide concie erie repreentation for variou L-erie integral. Different technique are needed

More information

Determination of the local contrast of interference fringe patterns using continuous wavelet transform

Determination of the local contrast of interference fringe patterns using continuous wavelet transform Determination of the local contrat of interference fringe pattern uing continuou wavelet tranform Jong Kwang Hyok, Kim Chol Su Intitute of Optic, Department of Phyic, Kim Il Sung Univerity, Pyongyang,

More information

Chapter 4. The Laplace Transform Method

Chapter 4. The Laplace Transform Method Chapter 4. The Laplace Tranform Method The Laplace Tranform i a tranformation, meaning that it change a function into a new function. Actually, it i a linear tranformation, becaue it convert a linear combination

More information

into a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get

into a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get Lecture 25 Introduction to Some Matlab c2d Code in Relation to Sampled Sytem here are many way to convert a continuou time function, { h( t) ; t [0, )} into a dicrete time function { h ( k) ; k {0,,, }}

More information

Chapter 1 Basic Description of Laser Diode Dynamics by Spatially Averaged Rate Equations: Conditions of Validity

Chapter 1 Basic Description of Laser Diode Dynamics by Spatially Averaged Rate Equations: Conditions of Validity Chapter 1 Baic Decription of Laer Diode Dynamic by Spatially Averaged Rate Equation: Condition of Validity A laer diode i a device in which an electric current input i converted to an output of photon.

More information

Computers and Mathematics with Applications. Sharp algebraic periodicity conditions for linear higher order

Computers and Mathematics with Applications. Sharp algebraic periodicity conditions for linear higher order Computer and Mathematic with Application 64 (2012) 2262 2274 Content lit available at SciVere ScienceDirect Computer and Mathematic with Application journal homepage: wwweleviercom/locate/camwa Sharp algebraic

More information

Optimization model in Input output analysis and computable general. equilibrium by using multiple criteria non-linear programming.

Optimization model in Input output analysis and computable general. equilibrium by using multiple criteria non-linear programming. Optimization model in Input output analyi and computable general equilibrium by uing multiple criteria non-linear programming Jing He * Intitute of ytem cience, cademy of Mathematic and ytem cience Chinee

More information

An Inequality for Nonnegative Matrices and the Inverse Eigenvalue Problem

An Inequality for Nonnegative Matrices and the Inverse Eigenvalue Problem An Inequality for Nonnegative Matrice and the Invere Eigenvalue Problem Robert Ream Program in Mathematical Science The Univerity of Texa at Dalla Box 83688, Richardon, Texa 7583-688 Abtract We preent

More information

AN EXAMPLE FOR THE GENERALIZATION OF THE INTEGRATION OF SPECIAL FUNCTIONS BY USING THE LAPLACE TRANSFORM

AN EXAMPLE FOR THE GENERALIZATION OF THE INTEGRATION OF SPECIAL FUNCTIONS BY USING THE LAPLACE TRANSFORM Journal of Inequalitie Special Function ISSN: 7-433, URL: http://www.iliria.com Volume 6 Iue 5, Page 5-3. AN EXAMPLE FOR THE GENERALIZATION OF THE INTEGRATION OF SPECIAL FUNCTIONS BY USING THE LAPLACE

More information

Beta Burr XII OR Five Parameter Beta Lomax Distribution: Remarks and Characterizations

Beta Burr XII OR Five Parameter Beta Lomax Distribution: Remarks and Characterizations Marquette Univerity e-publication@marquette Mathematic, Statitic and Computer Science Faculty Reearch and Publication Mathematic, Statitic and Computer Science, Department of 6-1-2014 Beta Burr XII OR

More information

AEIJST June Vol 2 Issue 6 ISSN

AEIJST June Vol 2 Issue 6 ISSN Theoretical Invetigation Performance of Proportional Directional Control Value Uing Matlab /Simulink *Sudhindra R. Kulkarni **S.H.Kulkarni ***Sudhindra R. Kulkarni *Department of Mechanical Engineering,

More information

Stochastic Optimization with Inequality Constraints Using Simultaneous Perturbations and Penalty Functions

Stochastic Optimization with Inequality Constraints Using Simultaneous Perturbations and Penalty Functions Stochatic Optimization with Inequality Contraint Uing Simultaneou Perturbation and Penalty Function I-Jeng Wang* and Jame C. Spall** The John Hopkin Univerity Applied Phyic Laboratory 11100 John Hopkin

More information

PDF hosted at the Radboud Repository of the Radboud University Nijmegen

PDF hosted at the Radboud Repository of the Radboud University Nijmegen PDF hoted at the Radboud Repoitory of the Radboud Univerity Nijmegen The following full text i an author' verion which may differ from the publiher' verion. For additional information about thi publication

More information

L 2 -transforms for boundary value problems

L 2 -transforms for boundary value problems Computational Method for Differential Equation http://cmde.tabrizu.ac.ir Vol. 6, No., 8, pp. 76-85 L -tranform for boundary value problem Arman Aghili Department of applied mathematic, faculty of mathematical

More information

Compact finite-difference approximations for anisotropic image smoothing and painting

Compact finite-difference approximations for anisotropic image smoothing and painting CWP-593 Compact finite-difference approximation for aniotropic image moothing and painting Dave Hale Center for Wave Phenomena, Colorado School of Mine, Golden CO 80401, USA ABSTRACT Finite-difference

More information

A Short Note on Hysteresis and Odd Harmonics

A Short Note on Hysteresis and Odd Harmonics 1 A Short Note on yterei and Odd armonic Peter R aoput Senior Reearch Scientit ubocope Pipeline Engineering outon, X 7751 USA pmaoput@varco.com June 19, Abtract hi hort note deal with the exitence of odd

More information

SERIES COMPENSATION: VOLTAGE COMPENSATION USING DVR (Lectures 41-48)

SERIES COMPENSATION: VOLTAGE COMPENSATION USING DVR (Lectures 41-48) Chapter 5 SERIES COMPENSATION: VOLTAGE COMPENSATION USING DVR (Lecture 41-48) 5.1 Introduction Power ytem hould enure good quality of electric power upply, which mean voltage and current waveform hould

More information

Molecular Dynamics Simulations of Nonequilibrium Effects Associated with Thermally Activated Exothermic Reactions

Molecular Dynamics Simulations of Nonequilibrium Effects Associated with Thermally Activated Exothermic Reactions Original Paper orma, 5, 9 7, Molecular Dynamic Simulation of Nonequilibrium Effect ociated with Thermally ctivated Exothermic Reaction Jerzy GORECKI and Joanna Natalia GORECK Intitute of Phyical Chemitry,

More information

696 Fu Jing-Li et al Vol. 12 form in generalized coordinate Q ffiq dt = 0 ( = 1; ;n): (3) For nonholonomic ytem, ffiq are not independent of

696 Fu Jing-Li et al Vol. 12 form in generalized coordinate Q  ffiq dt = 0 ( = 1; ;n): (3) For nonholonomic ytem, ffiq are not independent of Vol 12 No 7, July 2003 cfl 2003 Chin. Phy. Soc. 1009-1963/2003/12(07)/0695-05 Chinee Phyic and IOP Publihing Ltd Lie ymmetrie and conerved quantitie of controllable nonholonomic dynamical ytem Fu Jing-Li(ΛΠ±)

More information

Modeling the scalar wave equation with Nyström methods

Modeling the scalar wave equation with Nyström methods GEOPHYSICS, VOL. 71, NO. 5 SEPTEMBER-OCTOBER 200 ; P. T151 T158, 7 FIGS. 10.1190/1.2335505 Modeling the calar wave equation with Nytröm method Jing-Bo Chen 1 ABSTRACT High-accuracy numerical cheme for

More information

WELL-POSEDNESS OF A ONE-DIMENSIONAL PLASMA MODEL WITH A HYPERBOLIC FIELD

WELL-POSEDNESS OF A ONE-DIMENSIONAL PLASMA MODEL WITH A HYPERBOLIC FIELD WELL-POSEDNESS OF A ONE-DIMENSIONAL PLASMA MODEL WITH A HYPERBOLIC FIELD JENNIFER RAE ANDERSON 1. Introduction A plama i a partially or completely ionized ga. Nearly all (approximately 99.9%) of the matter

More information

Local Fractional Laplace s Transform Based Local Fractional Calculus

Local Fractional Laplace s Transform Based Local Fractional Calculus From the SelectedWork of Xiao-Jun Yang 2 Local Fractional Laplace Tranform Baed Local Fractional Calculu Yang Xiaojun Available at: http://workbeprecom/yang_iaojun/8/ Local Fractional Laplace Tranform

More information

Social Studies 201 Notes for March 18, 2005

Social Studies 201 Notes for March 18, 2005 1 Social Studie 201 Note for March 18, 2005 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the

More information

AMS 212B Perturbation Methods Lecture 20 Part 1 Copyright by Hongyun Wang, UCSC. is the kinematic viscosity and ˆp = p ρ 0

AMS 212B Perturbation Methods Lecture 20 Part 1 Copyright by Hongyun Wang, UCSC. is the kinematic viscosity and ˆp = p ρ 0 Lecture Part 1 Copyright by Hongyun Wang, UCSC Prandtl boundary layer Navier-Stoke equation: Conervation of ma: ρ t + ( ρ u) = Balance of momentum: u ρ t + u = p+ µδ u + ( λ + µ ) u where µ i the firt

More information

SECTION x2 x > 0, t > 0, (8.19a)

SECTION x2 x > 0, t > 0, (8.19a) SECTION 8.5 433 8.5 Application of aplace Tranform to Partial Differential Equation In Section 8.2 and 8.3 we illutrated the effective ue of aplace tranform in olving ordinary differential equation. The

More information

Seismic Loads Based on IBC 2015/ASCE 7-10

Seismic Loads Based on IBC 2015/ASCE 7-10 Seimic Load Baed on IBC 2015/ASCE 7-10 Baed on Section 1613.1 of IBC 2015, Every tructure, and portion thereof, including nontructural component that are permanently attached to tructure and their upport

More information

USPAS Course on Recirculated and Energy Recovered Linear Accelerators

USPAS Course on Recirculated and Energy Recovered Linear Accelerators USPAS Coure on Recirculated and Energy Recovered Linear Accelerator G. A. Krafft and L. Merminga Jefferon Lab I. Bazarov Cornell Lecture 6 7 March 005 Lecture Outline. Invariant Ellipe Generated by a Unimodular

More information

1. The F-test for Equality of Two Variances

1. The F-test for Equality of Two Variances . The F-tet for Equality of Two Variance Previouly we've learned how to tet whether two population mean are equal, uing data from two independent ample. We can alo tet whether two population variance are

More information

Introduction to Laplace Transform Techniques in Circuit Analysis

Introduction to Laplace Transform Techniques in Circuit Analysis Unit 6 Introduction to Laplace Tranform Technique in Circuit Analyi In thi unit we conider the application of Laplace Tranform to circuit analyi. A relevant dicuion of the one-ided Laplace tranform i found

More information

MATEMATIK Datum: Tid: eftermiddag. A.Heintz Telefonvakt: Anders Martinsson Tel.:

MATEMATIK Datum: Tid: eftermiddag. A.Heintz Telefonvakt: Anders Martinsson Tel.: MATEMATIK Datum: 20-08-25 Tid: eftermiddag GU, Chalmer Hjälpmedel: inga A.Heintz Telefonvakt: Ander Martinon Tel.: 073-07926. Löningar till tenta i ODE och matematik modellering, MMG5, MVE6. Define what

More information

List coloring hypergraphs

List coloring hypergraphs Lit coloring hypergraph Penny Haxell Jacque Vertraete Department of Combinatoric and Optimization Univerity of Waterloo Waterloo, Ontario, Canada pehaxell@uwaterloo.ca Department of Mathematic Univerity

More information

The Laplace Transform , Haynes Miller and Jeremy Orloff

The Laplace Transform , Haynes Miller and Jeremy Orloff The Laplace Tranform 8.3, Hayne Miller and Jeremy Orloff Laplace tranform baic: introduction An operator take a function a input and output another function. A tranform doe the ame thing with the added

More information

PHYS 110B - HW #6 Spring 2004, Solutions by David Pace Any referenced equations are from Griffiths Problem statements are paraphrased

PHYS 110B - HW #6 Spring 2004, Solutions by David Pace Any referenced equations are from Griffiths Problem statements are paraphrased PHYS B - HW #6 Spring 4, Solution by David Pace Any referenced equation are from Griffith Problem tatement are paraphraed. Problem. from Griffith Show that the following, A µo ɛ o A V + A ρ ɛ o Eq..4 A

More information

Multi-dimensional Fuzzy Euler Approximation

Multi-dimensional Fuzzy Euler Approximation Mathematica Aeterna, Vol 7, 2017, no 2, 163-176 Multi-dimenional Fuzzy Euler Approximation Yangyang Hao College of Mathematic and Information Science Hebei Univerity, Baoding 071002, China hdhyywa@163com

More information

A Constraint Propagation Algorithm for Determining the Stability Margin. The paper addresses the stability margin assessment for linear systems

A Constraint Propagation Algorithm for Determining the Stability Margin. The paper addresses the stability margin assessment for linear systems A Contraint Propagation Algorithm for Determining the Stability Margin of Linear Parameter Circuit and Sytem Lubomir Kolev and Simona Filipova-Petrakieva Abtract The paper addree the tability margin aement

More information

Social Studies 201 Notes for November 14, 2003

Social Studies 201 Notes for November 14, 2003 1 Social Studie 201 Note for November 14, 2003 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the

More information

R ) as unknowns. They are functions S ) T ). If. S ). Following the direct graphical. Summary

R ) as unknowns. They are functions S ) T ). If. S ). Following the direct graphical. Summary Stochatic inverion of eimic PP and PS data for reervoir parameter etimation Jinong Chen*, Lawrence Berkeley National Laboratory, and Michael E. Glinky, ION Geophyical Summary We develop a hierarchical

More information

CHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL

CHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL 98 CHAPTER DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL INTRODUCTION The deign of ytem uing tate pace model for the deign i called a modern control deign and it i

More information

New bounds for Morse clusters

New bounds for Morse clusters New bound for More cluter Tamá Vinkó Advanced Concept Team, European Space Agency, ESTEC Keplerlaan 1, 2201 AZ Noordwijk, The Netherland Tama.Vinko@ea.int and Arnold Neumaier Fakultät für Mathematik, Univerität

More information

Codes Correcting Two Deletions

Codes Correcting Two Deletions 1 Code Correcting Two Deletion Ryan Gabry and Frederic Sala Spawar Sytem Center Univerity of California, Lo Angele ryan.gabry@navy.mil fredala@ucla.edu Abtract In thi work, we invetigate the problem of

More information

A novel protocol for linearization of the Poisson-Boltzmann equation

A novel protocol for linearization of the Poisson-Boltzmann equation Ann. Univ. Sofia, Fac. Chem. Pharm. 16 (14) 59-64 [arxiv 141.118] A novel protocol for linearization of the Poion-Boltzmann equation Roumen Tekov Department of Phyical Chemitry, Univerity of Sofia, 1164

More information

MODELLING OF FRICTIONAL SOIL DAMPING IN FINITE ELEMENT ANALYSIS

MODELLING OF FRICTIONAL SOIL DAMPING IN FINITE ELEMENT ANALYSIS MODELLING OF FRICTIONAL SOIL DAMPING IN FINITE ELEMENT ANALYSIS S. VAN BAARS Department of Science, Technology and Communication, Univerity of Luxembourg, Luxembourg ABSTRACT: In oil dynamic, the oil i

More information

General Field Equation for Electromagnetism and Gravitation

General Field Equation for Electromagnetism and Gravitation International Journal of Modern Phyic and Application 07; 4(5: 44-48 http://www.aacit.org/journal/ijmpa ISSN: 375-3870 General Field Equation for Electromagnetim and Gravitation Sadegh Mouavi Department

More information

Lecture 17: Analytic Functions and Integrals (See Chapter 14 in Boas)

Lecture 17: Analytic Functions and Integrals (See Chapter 14 in Boas) Lecture 7: Analytic Function and Integral (See Chapter 4 in Boa) Thi i a good point to take a brief detour and expand on our previou dicuion of complex variable and complex function of complex variable.

More information

THE THERMOELASTIC SQUARE

THE THERMOELASTIC SQUARE HE HERMOELASIC SQUARE A mnemonic for remembering thermodynamic identitie he tate of a material i the collection of variable uch a tre, train, temperature, entropy. A variable i a tate variable if it integral

More information

BUBBLES RISING IN AN INCLINED TWO-DIMENSIONAL TUBE AND JETS FALLING ALONG A WALL

BUBBLES RISING IN AN INCLINED TWO-DIMENSIONAL TUBE AND JETS FALLING ALONG A WALL J. Autral. Math. Soc. Ser. B 4(999), 332 349 BUBBLES RISING IN AN INCLINED TWO-DIMENSIONAL TUBE AND JETS FALLING ALONG A WALL J. LEE and J.-M. VANDEN-BROECK 2 (Received 22 April 995; revied 23 April 996)

More information

NONISOTHERMAL OPERATION OF IDEAL REACTORS Plug Flow Reactor

NONISOTHERMAL OPERATION OF IDEAL REACTORS Plug Flow Reactor NONISOTHERMAL OPERATION OF IDEAL REACTORS Plug Flow Reactor T o T T o T F o, Q o F T m,q m T m T m T mo Aumption: 1. Homogeneou Sytem 2. Single Reaction 3. Steady State Two type of problem: 1. Given deired

More information

Control Systems Analysis and Design by the Root-Locus Method

Control Systems Analysis and Design by the Root-Locus Method 6 Control Sytem Analyi and Deign by the Root-Locu Method 6 1 INTRODUCTION The baic characteritic of the tranient repone of a cloed-loop ytem i cloely related to the location of the cloed-loop pole. If

More information

Approximate Analytical Solution for Quadratic Riccati Differential Equation

Approximate Analytical Solution for Quadratic Riccati Differential Equation Iranian J. of Numerical Analyi and Optimization Vol 3, No. 2, 2013), pp 21-31 Approximate Analytical Solution for Quadratic Riccati Differential Equation H. Aminikhah Abtract In thi paper, we introduce

More information

arxiv: v3 [math.pr] 21 Aug 2015

arxiv: v3 [math.pr] 21 Aug 2015 On dynamical ytem perturbed by a null-recurrent fat motion: The continuou coefficient cae with independent driving noie Zolt Pajor-Gyulai, Michael Salin arxiv:4.4625v3 [math.pr] 2 Aug 25 Department of

More information

Euler-Bernoulli Beams

Euler-Bernoulli Beams Euler-Bernoulli Beam The Euler-Bernoulli beam theory wa etablihed around 750 with contribution from Leonard Euler and Daniel Bernoulli. Bernoulli provided an expreion for the train energy in beam bending,

More information

Comparison of Low Field Electron Transport Properties in Compounds of groups III-V Semiconductors by Solving Boltzmann Equation Using Iteration Model

Comparison of Low Field Electron Transport Properties in Compounds of groups III-V Semiconductors by Solving Boltzmann Equation Using Iteration Model International Journal of Engineering Invention ISSN: 78-7461, www.ijeijournal.com Volume 1, Iue (September 1) PP: 56-61 Comparion of Low Field Electron Tranport Propertie in Compound of group III-V Semiconductor

More information

Lateral vibration of footbridges under crowd-loading: Continuous crowd modeling approach

Lateral vibration of footbridges under crowd-loading: Continuous crowd modeling approach ateral vibration of footbridge under crowd-loading: Continuou crowd modeling approach Joanna Bodgi, a, Silvano Erlicher,b and Pierre Argoul,c Intitut NAVIER, ENPC, 6 et 8 av. B. Pacal, Cité Decarte, Champ

More information

Math Skills. Scientific Notation. Uncertainty in Measurements. Appendix A5 SKILLS HANDBOOK

Math Skills. Scientific Notation. Uncertainty in Measurements. Appendix A5 SKILLS HANDBOOK ppendix 5 Scientific Notation It i difficult to work with very large or very mall number when they are written in common decimal notation. Uually it i poible to accommodate uch number by changing the SI

More information

The type 3 nonuniform FFT and its applications

The type 3 nonuniform FFT and its applications Journal of Computational Phyic 206 (2005) 1 5 Short Note The type 3 nonuniform FFT and it application June-Yub Lee a, *, Lelie Greengard b a Department of Mathematic, Ewha Woman Univerity, 11-1 Daehyundong,

More information

Efficient Methods of Doppler Processing for Coexisting Land and Weather Clutter

Efficient Methods of Doppler Processing for Coexisting Land and Weather Clutter Efficient Method of Doppler Proceing for Coexiting Land and Weather Clutter Ça gatay Candan and A Özgür Yılmaz Middle Eat Technical Univerity METU) Ankara, Turkey ccandan@metuedutr, aoyilmaz@metuedutr

More information

online learning Unit Workbook 4 RLC Transients

online learning Unit Workbook 4 RLC Transients online learning Pearon BTC Higher National in lectrical and lectronic ngineering (QCF) Unit 5: lectrical & lectronic Principle Unit Workbook 4 in a erie of 4 for thi unit Learning Outcome: RLC Tranient

More information

Domain Optimization Analysis in Linear Elastic Problems * (Approach Using Traction Method)

Domain Optimization Analysis in Linear Elastic Problems * (Approach Using Traction Method) Domain Optimization Analyi in Linear Elatic Problem * (Approach Uing Traction Method) Hideyuki AZEGAMI * and Zhi Chang WU *2 We preent a numerical analyi and reult uing the traction method for optimizing

More information

Research Article Existence for Nonoscillatory Solutions of Higher-Order Nonlinear Differential Equations

Research Article Existence for Nonoscillatory Solutions of Higher-Order Nonlinear Differential Equations International Scholarly Reearch Network ISRN Mathematical Analyi Volume 20, Article ID 85203, 9 page doi:0.502/20/85203 Reearch Article Exitence for Nonocillatory Solution of Higher-Order Nonlinear Differential

More information

Hyperbolic Partial Differential Equations

Hyperbolic Partial Differential Equations Hyperbolic Partial Differential Equation Evolution equation aociated with irreverible phyical procee like diffuion heat conduction lead to parabolic partial differential equation. When the equation i a

More information

A CATEGORICAL CONSTRUCTION OF MINIMAL MODEL

A CATEGORICAL CONSTRUCTION OF MINIMAL MODEL A ATEGORIAL ONSTRUTION OF MINIMAL MODEL A. Behera, S. B. houdhury M. Routaray Department of Mathematic National Intitute of Technology ROURKELA - 769008 (India) abehera@nitrkl.ac.in 512ma6009@nitrkl.ac.in

More information

INITIAL VALUE PROBLEMS OF FRACTIONAL ORDER HADAMARD-TYPE FUNCTIONAL DIFFERENTIAL EQUATIONS

INITIAL VALUE PROBLEMS OF FRACTIONAL ORDER HADAMARD-TYPE FUNCTIONAL DIFFERENTIAL EQUATIONS Electronic Journal of Differential Equation, Vol. 205 205), No. 77, pp. 9. ISSN: 072-669. URL: http://ejde.math.txtate.edu or http://ejde.math.unt.edu ftp ejde.math.txtate.edu INITIAL VALUE PROBLEMS OF

More information

EP225 Note No. 5 Mechanical Waves

EP225 Note No. 5 Mechanical Waves EP5 Note No. 5 Mechanical Wave 5. Introduction Cacade connection of many ma-pring unit conitute a medium for mechanical wave which require that medium tore both kinetic energy aociated with inertia (ma)

More information

84 ZHANG Jing-Shang Vol. 39 of which would emit 5 He rather than 3 He. 5 He i untable and eparated into n + pontaneouly, which can alo be treated a if

84 ZHANG Jing-Shang Vol. 39 of which would emit 5 He rather than 3 He. 5 He i untable and eparated into n + pontaneouly, which can alo be treated a if Commun. Theor. Phy. (Beijing, China) 39 (003) pp. 83{88 c International Academic Publiher Vol. 39, No. 1, January 15, 003 Theoretical Analyi of Neutron Double-Dierential Cro Section of n+ 11 B at 14. MeV

More information

Lecture 9: Shor s Algorithm

Lecture 9: Shor s Algorithm Quantum Computation (CMU 8-859BB, Fall 05) Lecture 9: Shor Algorithm October 7, 05 Lecturer: Ryan O Donnell Scribe: Sidhanth Mohanty Overview Let u recall the period finding problem that wa et up a a function

More information

To appear in International Journal of Numerical Methods in Fluids in Stability analysis of numerical interface conditions in uid-structure therm

To appear in International Journal of Numerical Methods in Fluids in Stability analysis of numerical interface conditions in uid-structure therm To appear in International Journal of Numerical Method in Fluid in 997. Stability analyi of numerical interface condition in uid-tructure thermal analyi M. B. Gile Oxford Univerity Computing Laboratory

More information

Evolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis

Evolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis Proceeding of 01 4th International Conference on Machine Learning and Computing IPCSIT vol. 5 (01) (01) IACSIT Pre, Singapore Evolutionary Algorithm Baed Fixed Order Robut Controller Deign and Robutne

More information

FUNDAMENTALS OF POWER SYSTEMS

FUNDAMENTALS OF POWER SYSTEMS 1 FUNDAMENTALS OF POWER SYSTEMS 1 Chapter FUNDAMENTALS OF POWER SYSTEMS INTRODUCTION The three baic element of electrical engineering are reitor, inductor and capacitor. The reitor conume ohmic or diipative

More information

arxiv: v1 [math.ac] 30 Nov 2012

arxiv: v1 [math.ac] 30 Nov 2012 ON MODULAR INVARIANTS OF A VECTOR AND A COVECTOR YIN CHEN arxiv:73v [mathac 3 Nov Abtract Let S L (F q be the pecial linear group over a finite field F q, V be the -dimenional natural repreentation of

More information

Equivalent POG block schemes

Equivalent POG block schemes apitolo. NTRODUTON 3. Equivalent OG block cheme et u conider the following inductor connected in erie: 2 Three mathematically equivalent OG block cheme can be ued: a) nitial condition φ φ b) nitial condition

More information

Given the following circuit with unknown initial capacitor voltage v(0): X(s) Immediately, we know that the transfer function H(s) is

Given the following circuit with unknown initial capacitor voltage v(0): X(s) Immediately, we know that the transfer function H(s) is EE 4G Note: Chapter 6 Intructor: Cheung More about ZSR and ZIR. Finding unknown initial condition: Given the following circuit with unknown initial capacitor voltage v0: F v0/ / Input xt 0Ω Output yt -

More information