MATHEMATICAL AND COMPUTER HOMOGENIZATION MODELS FOR BULK MIXTURE COMPOSITE MATERIALS WITH IMPERFECT INTERFACES
|
|
- Rosanna Scott
- 5 years ago
- Views:
Transcription
1 Materal Phyc and Mechanc 37 (218) Receved: December 22, 217 MATHEMATICAL AND COMPUTER HOMOGENIZATION MODELS FOR BULK MIXTURE COMPOSITE MATERIALS WITH IMPERFECT INTERFACES A.A. Naedkna 1 *, A. Rajagopal 2 1 I.I. Vorovch Inttute of Mathematc, Mechanc and Computer Scence, Southern Federal Unverty, Mltchakova Str., 8a, Rotov-on-Don, 3449, Rua 2 Department of Cvl Engneerng, Indan Inttute of Technology, Hyderabad, 5225, Inda *e-mal: naedkna@math.fedu.ru Abtract. The paper decrbe the homogenzaton procedure for two-phae mxture elatc compote that cont of two otropc phae. It aumed that on the boundary between the phae, pecal nterface boundary condton are held, where the tre jump over the nterphae boundary are equal to the urface tree at the nterface. Such boundary condton are ued for decrpton of nanocale ect n elatc nanobode and nanocompote. The homogenzaton problem are olved ung the approach of the ectve modul method, the fnte element method and the algorthm for generatng the repreentatve volume that cont of cubc fnte element wth random dtrbuton of element materal properte. To provde a numercal example, a wolfram-copper compote condered, where the nterface condton are modeled by urface membrane element. Keyword: compote materal; homogenzaton problem; ectve modul method; fnte element method. 1. Introducton The proce of producng mxture compote often reult n compote tructure wth looely adherng phae conttuent. For example, th happen whle nterng the mxture of pezoceramc powder wth more dene granule. In th cae, we obtan mxture compote made of pezoceramc and elatc ncluon, where the nterphae boundare can contan ar layer. In addton, multphae mxture compote can experence detachment of materal of dfferent phae whle ther explotaton. In th and other cae, t of nteret to conder compote tructure wth mperfect contact condton at the nterphae boundare [1]. Popular recent model of nanomechanc wth urface or nterface ect for the compote wth nanocale nhomogenete conder the boundary condton wth urface tree on the boundare between the phae (ee for example revew [2 4]). Thu, n the Gurtn-Murdoch model, the boundare of a nanocale body are covered by elatc membrane, n whch nternal force are decrbed by the urface tree. Elatc membrane can be alo located nde a compound body on the nterphae boundary, whch allow modelng the mperfect nterface boundare wth tre jump [5 9]. The Gurtn-Murdoch model alo frequently ued for mulatng elatc nanocale compote. For example, n [1 2] and other work n the framework of the elatcty theory wth urface tree, the mechancal properte of the compote wth phercal ncluon, fber and other compote were nvetgated. The technque of fnte element approxmaton for elatc 218, Peter the Great St. Peterburg Polytechnc Unverty 218, Inttute of Problem of Mechancal Engneerng RAS
2 Mathematcal and computer homogenzaton model for bulk mxture compote materal wth mperfect nterface 35 materal wth urface ect and numercal example wa demontrated n [8, 16, 21 26] and other. For the ectve modul determnaton,.e. for the homogenzaton of the compote tructure, th work ue a general approach, baed on the ue of the ectve modul method (wth modfcaton that take nto account addtonal factor on the nterphae boundare), the mulaton of the repreentatve volume and the fnte element method for numercal oluton of the homogenzaton problem [21 24]. 2. Homogenzaton procedure for a mxture compote wth mperfect nterface Let u conder a two-phae compote wth nanocale ncluon. Let V a repreentatve ( j) (1) (2) volume; V are the volume occuped by eparate phae ( j = 1, 2); V = V V ; S = V the external boundary of the volume; S the et of the boundary urface of materal wth dfferent phae; n the vector of the unt normal to the external boundary (1) wth repect to the volume of the man materal V ; x the radu-vector of a pont n a (1) (2) Cartean coordnate ytem. Let u aume that the volume V and V are flled wth dfferent otropc elatc materal. Then nto framework of clac tatc lnear elatcty theory, we formulate the followng ytem of equaton n the volume V wth repect to the component of the dplacement vector u k= u k (x) : lσ =, σ = lε mmδ + 2mε, ε = ( luk + kul ) / 2, (1) where σ are the component of the tre tenor; ε are the component of the tran tenor; λ, µ are the Lame cocent; µ = G alo called the hear modulu. A t known, an elatc materal decrbed by two ndependent materal modul. The mot frequently ued are the Young modulu E and the Poon rato ν. Then the Lame cocent λ, µ = G, the bulk modulu K and the tffne modul c 44 can be expreed n term of the Young modulu and the Poon rato by well-known formulae: νe E E λ =, µ = G =, K = = λ + 2µ = λ 44 = G. (2) ( 1+ ν )(1 2ν ) 2(1 + ν ) 3(1 2ν ) ( j) ( j) For a two-phae medum, thee modul dffer for each phae: E = E, ν = ν, and o ( j) on for x V, j = 1, 2. In accordance wth the Gurtn-Murdoch model, we adopt that on the nanocale nterphae boundare S the followng condton held: n [ ] =, x S, (3) l where l (1) (2) [ σ ] σ σ = the tre jump over the boundary between the phae; l = l nl ( nm m ) the urface nabla-operator. Here σ are the component of the tenor of nterface tree, whch are related to the tran by the nterface Hook law: = l ε mmδ + m ε, ( l k ) / 2 σ 2 ε = u + u, u k = ( δ k m n kn m ) um, (4) where λ, µ are the Lame cocent for the nterface. We note that ntead of λ and µ other par of modul can be ued to formulate the Hook law. For example, we can ue E and ν, through whch we can expre the Lame cocent or elatc tffne ung the expreon mlar to the plane tre formula. Thu, a two-phae compoteontng of two otropc elatc phae wth nterface (1) (1) (2) (2) boundare, characterzed by four materal modul, for example, E, ν, E, ν, E
3 36 A.A. Naedkna, A. Rajagopal and ν. If the repreentatve volume ha not a pronounced anotropy n the component dtrbuton, then a uch called equvalent homogeneou materal wll alo be otropc and wll be decrbed by only two ndependent modul, for example, E and ν. In order to determne thee ectve modul, t enough to olve only one boundary-value problem (1) (4) n the repreentatve volume of the compote wth the boundary condton ( ε = cont ) = x ε, x S. (5) uk 1 δ1k Then, from the oluton of problem (1) (5) mlar to [21 24], we can fnd c = σ /e = σ 22 /e, (6) where the angular bracket denote the averaged by the volume V and by the nterface S value: 1 < (...) >= ( (...) (...) ) dv + ds. (7) V V S To check that the homogenzed materal otropc, we can olve problem (1) (5), whch oluton hould gve: c σ 33 /e ; σ k m, k m. For addtonal control of the qualty of the repreentatve volume, t make ene to olve problem (1) (4) wth a hear boundary condton: uk = ε ( x3δ 2k + x2δ 3k ) / 2, x S. If we obtan c 44 = σ 23 /e from the oluton of th problem, then th value hould be approxmately equal to c44 ( c c ) / 2, where the modul c are determned from the oluton of the prevou problem. In concluon of th ecton, we would lke to note that for nanotructured compote takng nto account the nterface urface ect lead to the appearance of pecal boundary condton (3), (4) on the urface S and to the necety of calculatng the averaged tree n (7) not only by the volume V, but alo by the urface S. In a mlar way we can conder the problem of homogenzaton for the compote wth mperfect contact on S, for example, wth the nterface condton of prng type [1]. 3. Numercal example Problem (1) (5) wa numercally olved by the fnte element method n the fnte element package ANSYS ung the technque mlar to the one decrbed n [21 23]. The repreentatve volume V wa choen n the hape of a cube wth the de L, whch wa evenly dvded nto maller geometrcally dentcal cube. Thee cube were eght node 3 hexahedral fnte element SOLID45. A a reult, n the volume V there were n V = n fnte element, where n the number of element along one of the ax. For the mulaton of a two-phae compote, the fnte element had properte of one of the phae. At the begnnng, all element had the properte of the frt phae. Then, baed on the requred percentage of the materal of the econd phae p a, for the randomly choen n p = NINT( nv pa /1) fnte element, ther materal properte were changed to the materal properte of the econd phae (here NINT the roundng functon to nearet nteger n ANSYS APDL programmng language). We alo note that the reultng percentage of ncluon p = 1n p / nv can dffer from the expected value p a, although th dfference uually neglgbly mall. Then the boundare of the element wth dfferent materal properte were automatcally [21 23] covered by four-node hell element SHELL63 wth the opton of
4 Mathematcal and computer homogenzaton model for bulk mxture compote materal wth mperfect nterface 37 only membrane tree. At the end all nterface edge were covered by membrane elatc fnte element, whch mulated the preence of nterface tree (3), (4) on the boundare S. At the next tage, for the generated repreentatve volume, we olved tatc problem (1) (5), and after that n ANSYS potproceor we calculated the averaged tree by both volume and urface element. Latly, ung formulae (6), (7) and the obtaned averaged tree, we calculated the ectve modul of the compote, takng nto account the nterface ect. We note that for the ame ze L of the volume V, dependng on the number of element n along the axe, the ze l = L / n of fnte element can be dfferent, hence, the ze of ncluon can be dfferent. Therefore, for a fxed percentage of ncluon p and ncreang n, the ze of ncluon wll be maller, but the total number of ncluon n p wll ncreae, and thu the total area of the boundary S wll alo ncreae [21 23]. To provde an example, we conder the problem of fndng the ectve modul of a two-phae compote, where the frt (man) phae wolfram and the econd (ncluon) phae copper. A t known, both phae can be adopted a otropc materal. For numercal reult, we took the followng value of bulk materal modul of the frt and (1) econd phae: E = 4 1 N/m 2 (1) (2) ; ν =. 28; E = N/m 2 (2) ; ν =. 34. It eay to note that the materal of the frt phae almot 4 tme tffer than the materal of the econd phae. However, the Poon rato of the materal of the frt phae maller than that of the econd phae. A the nterface tree were mulated by the fnte element of elatc membrane, t wa neceary for them to et the thckne h. The Young modulu wa taken ~ (1) (2) proportonal to the dfference between the Young modul of two phae E = k ( E E ), where k a dmenonle factor and the Poon rato determned by the formula (1) (2) ν = ( ν + ν ) / 2. Such approach lead to takng nto account the tree (3), (4) wth the ~ (1) (2) Young modulu E = h E = h k ( E E ),.e. n th cae the value h and k are not mportant ndependently, but ther product h k mportant. In connecton to th, n further numercal calculaton the thckne h wa fxed, h = 1 m, and for the analy of the 4 nterface tree nfluence only the cocent k vared from 1 to 1. Fgure 1, 2 how the dependence of the ectve modul wth repect to the factor n the logarthmc cale ( lg log1 ): the Young' modulu k E (Fg. 1a), the hear modulu G (Fg. 1b), the bulk modulu K (Fg. 2a), and the Poon' rato ν (Fg. 2b). Here the percentage of ncluon (materal of the econd phae) reman unchanged p = 1 %, and the curve 1, 2, 3, 4 correpond to the value n = 1, n = 2, n = 3, and n = 4, repectvely. A we can ee, the behavor of the ectve modul E, G and K, dependng on the nterface modul value, qualtatvely concde, but the modul E and G ncreae lghtly more rapdly when ncreang k, and the Young' modulu ncreae the mot rapdly. 3 For k 1, the urface ect have only a lght nfluence on the value of the tffne 2 modul. Approxmately tartng wth the value of k 1, the tffne modul begn to grow qute rapdly. Thu for the fxed percentage of ncluon p = 1 % wth ncreang n = 1, 2, 3, 4, the ze of ncluon decreae, but the number of ncluon and ther total area ncreae. A a reult, the nterface ect are manfeted n a greater extent, and the tffne modul (Fg. 1 and 2a) ncreae (curve 1 are located lower than curve 2urve 2 are located lower than curve 3,and curve 3 are located lower than curve 4). It hould be noted that for large value of the nterface tffne modul, the overall ectve tffne
5 38 A.A. Naedkna, A. Rajagopal modul of compote nanomateral wth nterface may exceed the modul of the tffet phae n the compote. In Fg. 1 and 2a, th ect oberved, when the value of the modul are larger than the modul of the tffet materal n the compote (dahed lne). (a) Fg. 1. Dependence of the ectve modul E (a) and G (b) veru the factor p = 1 %: curve 1 for n = 1; curve 2 for n = 2; curve 3 for n = 3; curve 4 for n = 4. (b) k for (a) Fg. 2. Dependence of the ectve modul K (a) and ν (b) veru the factor p = 1 %: curve 1 for n = 1; curve 2 for n = 2; curve 3 for n = 3; curve 4 for n = 4. (b) k for Fgure 2b how that the behavor of the Poon rato wth ncreang nterface modulu oppote to the behavor of the tffne modul E, G and K. Th can be explaned by an ncreae n the overall tffne of the materal. In order to analyze the nfluence of the nterface ect on the ectve modul wth dfferent percentage of ncluon, we have calculated the ectve tffne modul wth the fxed number of element n = 2, but wth dfferent percentage of ncluon and wth
6 Mathematcal and computer homogenzaton model for bulk mxture compote materal wth mperfect nterface 39 dfferent, but not too large, value of the factor hown n Fg. 3 and 4. k. The reult of thee calculaton are (a) Fg. 3. Dependence of the ectve modul ncluon for n = 2 and for the factor curve 3 for E (a) and k : curve 1 for k =.1; curve 4 for (b) G (b) veru the percentage of k =.1; curve 2 for k =.1. k =.5; (a) Fg. 4. Dependence of the ectve modul ncluon for n = 2 and for the factor curve 3 for K (a) and k : curve 1 for k =.1; curve 4 for (b) ν (b) veru the percentage of k =.1; curve 2 for k =.1. k =.5; A thee fgure demontrate, for mall value of the factor k (curve 3 and 4) the nterface ect do not affect the tffne modul. However, for any percentage of ncluon the nterface tree are larger than the ectve tffne of the compote materal. Moreover, a t wa mentoned earler, there are cae when the compote materal wth nterface can have greater tffne than the tffet materal n the compote. Th tuaton
7 4 A.A. Naedkna, A. Rajagopal take place when k =. 1 for the Young' modulu G, f p 63 %, and for the bulk modulu E, f p 75 % K, f p 63 %, for the hear modulu, (ee curve 1 and 2, whch are located hgher that the dahed lne n Fg. 3 and 4a). When k =. 5, the reult are more content wth the expermental data for other materal, and mlar tuaton take place for the Young' modulu E, f p 65 %, for the hear modulu G, f p 33 %, and for the bulk modulu K, f p 5 %. On the contrary, the Poon rato of the compote tructure can be maller than the Poon rato of the man materal for large value of k n a wde range of percentage of ncluon p (Fg. 4b). We note that the percentage of ofter ncluon and the nterface ect have the oppote nfluence on the ectve tffne: a mple ncreae of the percentage of ofter ncluon lead to a decreae n the tffne modul, however, the nterface ect ncreae the tffne. The growth of the percentage of the ofter ncluon for nanocompote materal wth nterphae ect ental an ncreae of the boundare area wth nterface tree. Therefore, wth the ncreae of the percentage of ofter ncluon, the tffne modul of nanocompote materal wth nterface may ncreae. For example, for large value of nterface modul an ncreae of the percentage of ncluon for not very large p ( p 45 % for k =. 1 and p 35 % for k =. 5) lead to a growth of the ectve Young' modulu, and wth further ncreae of p the ectve Young' modulu tart to decreae. Thu, a t wa mentoned n [2, 21 24, 27, 28] for porou nanocompote, from the reult of computatonal experment the followng trend have been oberved. If we compare two mlar bode, one wth ordnary dmenon and the other wth nanocale dmenon, then for the nanozed body at the expene of urface tree, the ectve tffne wll be greater than for the body of ordnary ze. Furthermore, for the compote body wth ofter ncluon of the macrocopc ze and wthout nterface, the ectve elatc tffne decreae wth an ncreae of the percentage of ncluon. Meanwhle, for the ame percent of ncluon the ectve tffne of the nanocompote body wth ofter ncluon and wth nterface may ether decreae or ncreae dependng on the value of the nterface modul, dmenon and number of ncluon. Th ect can be explaned by the fact that the ze of the urface nterface wth nterface tree depend not only on the overall percentage of ncluon, but alo on ther confguraton, ze and number. 6. Concluon The homogenzaton model wa decrbed for a two-phae elatc compote wth urface tree at the nterphae boundare, whch reflected the nanocale ect for nanotructured compote. Th model wa appled for the calculaton of the ectve modul of a two-phae wolfram-copper compote wth nterface boundary condton on the boundare between the phae. The oluton of the homogenzaton problem were obtaned by the fnte element method n ANSYS fnte element package for a cubc repreentatve volume wth mapped mehng n hexahedral fnte element and random dtrbuton of ncluon. For the condered compote wth tffer keleton and ofter ncluon, we have noted that the ectve modul were dependent on the percentage of ncluon, ther confguraton and ze. Thee dependence are mlar to known dependence for nanoporou compote. Acknowledgement. Th reearch wa performed n the framework of the Ruan-Indan RFBR-DST Collaboratve project wth RFBR grant number IND_om and DST grant number DST/INT/RFBR/IDIR/P-/216.
8 Mathematcal and computer homogenzaton model for bulk mxture compote materal wth mperfect nterface 41 Reference [1] J.M. Bak, R.B. Thompon // J. Nondetruct. Eval. 4 (1984) 177. [2] V.A. Eremeyev // Acta Mech. 227 (216) 29. [3] J. Wang, Z. Huang, H. Duan, S. Yu, X. Feng, G. Wang, W. Zhang, T. Wang // Acta Mechanca Solda Snca 24(1) (2) 52. [4] K.F. Wang, B.L. Wang, T. Ktamura // Acta Mech. Sn. 32(1) (216) 83. [5] G. Chatzgeorgou, A. Javl, P. Stenmann // Math. Mech. Sold 2 (215) 3. [6] G. Chatzgeorgou, F. Meraghn, A. Javl // J. Mech. Phy. Sold 16 (217) 257. [7] H.L. Duan, J. Wang, Z.P. Huang, B.L. Karhaloo // J. Mech. Phy. Sold 53 (25) [8] A. Javl, P. Stenmann, J. Moler // Comput. Method Appl. Mech. Engrg. 317 (217) 274. [9] H. Le Quang, Q.-C. He // Mech. Mater. 4 (28) 865. [1] S. Brard, L. Dormeux, D. Kondo // Comp. Mater. Sc. 48 (21) 589. [] S. Brard, L. Dormeux, D. Kondo // Comp. Mater. Sc. 5 (21) 43. [] T. Chen, G.J. Dvorak, C.C. Yu // Int. J. Sold Struct. 44 (27) 941. [13] H.L. Duan, J. Wang, Z.P. Huang, B.L. Karhaloo // Proc. R. Soc. A 461 (25) [14] H.L. Duan, J. Wang, Z.P. Huang, Z.Y. Luo // Mech. Mater. 37 (25) 723. [15] H.L. Duan, X. Y, Z.P. Huang, J. Wang // Mech. Mater. 39 (27) 81. [16] A. Javl, S. Kaemar, P. Stenmann // Comput. Method Appl. Mech. Engrg. 275 (214) 76. [17] V.I. Kuhch, S.G. Moglevkaya, H.K. Stolark, S.L. Crouch // Int. J. Sold Struct. 5 (213) 41. [18] L. Nazarenko, S. Bargmann, H. Stolark // Int. J. Sold Struct. 51 (214) 954. [19] Z. Wang, J. Zhu, X.Y. Jn, W.Q. Chen, C. Zhang // J. Mech. Phy. Sold 65 (214) 138. [2] J.H. Xao, Y.L. Xu, F.C. Zhang // Acta Mechanca 222(1-2) (2) 59. [21] A.V. Naedkn, A.S. Kornevky, In: Method of Wave Dynamc and Mechanc of Compote for Analy of Mcrotructured Materal and Metamateral. Sere Advanced Structured Materal, ed. by M.A. Sumbatyan (Sprnger, Sngapore, 217) [22] A.V. Naedkn, A.S. Kornevky // Computatonal Contnuum Mechanc 1 (217) 375 (In Ruan). [23] A.V. Naedkn, A.A. Naedkna, A.S. Kornevky // AIP Conf. Proc (217) 2. [24] A.V. Naedkn, A.A. Naedkna, A.S. Kornevky. In: Coupled Problem 217 Proc. VII Int. Conf. on Coupled Problem n Scence and Engneerng, -14 June 217, Rhode Iland, Greece, ed. by M. Papadrakak, E. Oñate, B.A. Schrefler (CIMNE, Barcelona, Span, 217) 4. [25] A. Javl, G. Chatzgeorgou, A.T. McBrde, P. Stenmann, C. Lnder // GAMM- Mttelunger 38(2) (215) 285. [26] L. Tan, R.K.N.D. Rajapake // Comput. Mater. Sc. 41 (27) 44. [27] H.L. Duan, J. Wang, B.L. Karhaloo, Z.P. Huang // Acta Materala 54 (26) [28] V. Eremeyev, N. Morozov // Doklady Phyc 55(6) (21) 279.
Additional File 1 - Detailed explanation of the expression level CPD
Addtonal Fle - Detaled explanaton of the expreon level CPD A mentoned n the man text, the man CPD for the uterng model cont of two ndvdual factor: P( level gen P( level gen P ( level gen 2 (.).. CPD factor
More informationIntroduction to Interfacial Segregation. Xiaozhe Zhang 10/02/2015
Introducton to Interfacal Segregaton Xaozhe Zhang 10/02/2015 Interfacal egregaton Segregaton n materal refer to the enrchment of a materal conttuent at a free urface or an nternal nterface of a materal.
More informationTwo-Layered Model of Blood Flow through Composite Stenosed Artery
Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 93-9466 Vol. 4, Iue (December 9), pp. 343 354 (Prevouly, Vol. 4, No.) Applcaton Appled Mathematc: An Internatonal Journal (AAM) Two-ayered Model
More informationOn the SO 2 Problem in Thermal Power Plants. 2.Two-steps chemical absorption modeling
Internatonal Journal of Engneerng Reearch ISSN:39-689)(onlne),347-53(prnt) Volume No4, Iue No, pp : 557-56 Oct 5 On the SO Problem n Thermal Power Plant Two-tep chemcal aborpton modelng hr Boyadjev, P
More informationChapter 11. Supplemental Text Material. The method of steepest ascent can be derived as follows. Suppose that we have fit a firstorder
S-. The Method of Steepet cent Chapter. Supplemental Text Materal The method of teepet acent can be derved a follow. Suppoe that we have ft a frtorder model y = β + β x and we wh to ue th model to determne
More informationHarmonic oscillator approximation
armonc ocllator approxmaton armonc ocllator approxmaton Euaton to be olved We are fndng a mnmum of the functon under the retrcton where W P, P,..., P, Q, Q,..., Q P, P,..., P, Q, Q,..., Q lnwgner functon
More informationMethod Of Fundamental Solutions For Modeling Electromagnetic Wave Scattering Problems
Internatonal Workhop on MehFree Method 003 1 Method Of Fundamental Soluton For Modelng lectromagnetc Wave Scatterng Problem Der-Lang Young (1) and Jhh-We Ruan (1) Abtract: In th paper we attempt to contruct
More informationStart Point and Trajectory Analysis for the Minimal Time System Design Algorithm
Start Pont and Trajectory Analy for the Mnmal Tme Sytem Degn Algorthm ALEXANDER ZEMLIAK, PEDRO MIRANDA Department of Phyc and Mathematc Puebla Autonomou Unverty Av San Claudo /n, Puebla, 757 MEXICO Abtract:
More informationSmall signal analysis
Small gnal analy. ntroducton Let u conder the crcut hown n Fg., where the nonlnear retor decrbed by the equaton g v havng graphcal repreentaton hown n Fg.. ( G (t G v(t v Fg. Fg. a D current ource wherea
More informationFEEDDBACK CONTROL OF PIEZO-LAMINATE COMPOSITE PLATE. Hafez Ave, Tehran 15914, Iran
ICSV14 Carn Autrala 9-12 July, 2007 FEEDDBACK CONTROL OF PIEZO-LAMINATE COMPOSITE PLATE A. Yelagh Tamjan 1, M. Abouhamze 1, R. Mrzaefar 1, A.R. Ohad 1, M.R. Elam 1 1 Department of Mechancal Engneerng,
More information728. Mechanical and electrical elements in reduction of vibrations
78. Mechancal and electrcal element n reducton of vbraton Katarzyna BIAŁAS The Slean Unverty of Technology, Faculty of Mechancal Engneerng Inttute of Engneerng Procee Automaton and Integrated Manufacturng
More informationThe Two-scale Finite Element Errors Analysis for One Class of Thermoelastic Problem in Periodic Composites
7 Asa-Pacfc Engneerng Technology Conference (APETC 7) ISBN: 978--6595-443- The Two-scale Fnte Element Errors Analyss for One Class of Thermoelastc Problem n Perodc Compostes Xaoun Deng Mngxang Deng ABSTRACT
More informationProblem #1. Known: All required parameters. Schematic: Find: Depth of freezing as function of time. Strategy:
BEE 3500 013 Prelm Soluton Problem #1 Known: All requred parameter. Schematc: Fnd: Depth of freezng a functon of tme. Strategy: In thee mplfed analy for freezng tme, a wa done n cla for a lab geometry,
More informationMODELLING OF TRANSIENT HEAT TRANSPORT IN TWO-LAYERED CRYSTALLINE SOLID FILMS USING THE INTERVAL LATTICE BOLTZMANN METHOD
Journal o Appled Mathematc and Computatonal Mechanc 7, 6(4), 57-65 www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.4.6 e-issn 353-588 MODELLING OF TRANSIENT HEAT TRANSPORT IN TWO-LAYERED CRYSTALLINE SOLID
More informationSpecification -- Assumptions of the Simple Classical Linear Regression Model (CLRM) 1. Introduction
ECONOMICS 35* -- NOTE ECON 35* -- NOTE Specfcaton -- Aumpton of the Smple Clacal Lnear Regreon Model (CLRM). Introducton CLRM tand for the Clacal Lnear Regreon Model. The CLRM alo known a the tandard lnear
More informationImprovements on Waring s Problem
Improvement on Warng Problem L An-Png Bejng, PR Chna apl@nacom Abtract By a new recurve algorthm for the auxlary equaton, n th paper, we wll gve ome mprovement for Warng problem Keyword: Warng Problem,
More informationCOMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD
COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD Ákos Jósef Lengyel, István Ecsed Assstant Lecturer, Professor of Mechancs, Insttute of Appled Mechancs, Unversty of Mskolc, Mskolc-Egyetemváros,
More informationA NUMERICAL MODELING OF MAGNETIC FIELD PERTURBATED BY THE PRESENCE OF SCHIP S HULL
A NUMERCAL MODELNG OF MAGNETC FELD PERTURBATED BY THE PRESENCE OF SCHP S HULL M. Dennah* Z. Abd** * Laboratory Electromagnetc Sytem EMP BP b Ben-Aknoun 606 Alger Algera ** Electronc nttute USTHB Alger
More informationKEY POINTS FOR NUMERICAL SIMULATION OF INCLINATION OF BUILDINGS ON LIQUEFIABLE SOIL LAYERS
KY POINTS FOR NUMRICAL SIMULATION OF INCLINATION OF BUILDINGS ON LIQUFIABL SOIL LAYRS Jn Xu 1, Xaomng Yuan, Jany Zhang 3,Fanchao Meng 1 1 Student, Dept. of Geotechncal ngneerng, Inttute of ngneerng Mechanc,
More informationA Result on a Cyclic Polynomials
Gen. Math. Note, Vol. 6, No., Feruary 05, pp. 59-65 ISSN 9-78 Copyrght ICSRS Pulcaton, 05.-cr.org Avalale free onlne at http:.geman.n A Reult on a Cyclc Polynomal S.A. Wahd Department of Mathematc & Stattc
More informationChapter 6 The Effect of the GPS Systematic Errors on Deformation Parameters
Chapter 6 The Effect of the GPS Sytematc Error on Deformaton Parameter 6.. General Beutler et al., (988) dd the frt comprehenve tudy on the GPS ytematc error. Baed on a geometrc approach and aumng a unform
More informationModule 5. Cables and Arches. Version 2 CE IIT, Kharagpur
odule 5 Cable and Arche Veron CE IIT, Kharagpur Leon 33 Two-nged Arch Veron CE IIT, Kharagpur Intructonal Objectve: After readng th chapter the tudent wll be able to 1. Compute horzontal reacton n two-hnged
More informationOne-sided finite-difference approximations suitable for use with Richardson extrapolation
Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,
More informationLateral stresses caused by uniform rectangular area loads on a cross-anisotropic backfill
Wang, C. D. (). Géotechnque 5, No. 9, 5 [do:./geot..5.9.5] TECHNICAL NOTE Lateral tree caued by unform rectangular area load on a cro-anotropc backfll C. D. WANG* KEYWORDS: anotropy; degn; earth preure;
More informationNUMERICAL DIFFERENTIATION
NUMERICAL DIFFERENTIATION 1 Introducton Dfferentaton s a method to compute the rate at whch a dependent output y changes wth respect to the change n the ndependent nput x. Ths rate of change s called the
More informationPythagorean triples. Leen Noordzij.
Pythagorean trple. Leen Noordz Dr.l.noordz@leennoordz.nl www.leennoordz.me Content A Roadmap for generatng Pythagorean Trple.... Pythagorean Trple.... 3 Dcuon Concluon.... 5 A Roadmap for generatng Pythagorean
More informationImprovements on Waring s Problem
Imrovement on Warng Problem L An-Png Bejng 85, PR Chna al@nacom Abtract By a new recurve algorthm for the auxlary equaton, n th aer, we wll gve ome mrovement for Warng roblem Keyword: Warng Problem, Hardy-Lttlewood
More informationFREE VIBRATION ANALYSIS OF CLAMPED-FREE COMPOSITE CYLINDRICAL SHELLS WITH AN INTERIOR RECTANGULAR PLATE
FREE VIBRATION ANALYSIS OF CLAPED-FREE COPOSITE CYLINDRICAL SHELLS WITH AN INTERIOR RECTANGULAR PLATE Young-Shn Lee and young-hwan Cho Department of echancal Degn Engneerng, Chungnam Natonal Unverty, 0
More informationNo! Yes! Only if reactions occur! Yes! Ideal Gas, change in temperature or pressure. Survey Results. Class 15. Is the following possible?
Survey Reult Chapter 5-6 (where we are gong) % of Student 45% 40% 35% 30% 25% 20% 15% 10% 5% 0% Hour Spent on ChE 273 1-2 3-4 5-6 7-8 9-10 11+ Hour/Week 2008 2009 2010 2011 2012 2013 2014 2015 2017 F17
More informationNot at Steady State! Yes! Only if reactions occur! Yes! Ideal Gas, change in temperature or pressure. Yes! Class 15. Is the following possible?
Chapter 5-6 (where we are gong) Ideal gae and lqud (today) Dente Partal preure Non-deal gae (next tme) Eqn. of tate Reduced preure and temperature Compreblty chart (z) Vapor-lqud ytem (Ch. 6) Vapor preure
More informationVariable Structure Control ~ Basics
Varable Structure Control ~ Bac Harry G. Kwatny Department of Mechancal Engneerng & Mechanc Drexel Unverty Outlne A prelmnary example VS ytem, ldng mode, reachng Bac of dcontnuou ytem Example: underea
More informationBuckling analysis of piezoelectric composite plates using NURBSbased isogeometric finite elements and higher-order shear deformation theory
Proceedng of the 3 rd nternatonal Conference on Fracture Fatgue and Wear, pp. 134-140, 014 Bucklng analy of pezoelectrc compote plate ung NURBSbaed ogeometrc fnte element and hgher-order hear deformaton
More informationChapter 7 Four-Wave Mixing phenomena
Chapter 7 Four-Wave Mx phenomena We wll dcu n th chapter the general nonlnear optcal procee wth four nteract electromagnetc wave n a NLO medum. Frt note that FWM procee are allowed n all meda (nveron or
More informationThe influence of Stern layer conductance on the. dielectrophoretic behaviour of latex nanospheres
The nfluence of Stern layer conductance on the delectrophoretc behavour of latex nanophere Mchael Pycraft Hughe* Bomedcal Engneerng Group, Unverty of Surrey, Guldford, GU2 7XH, UK Ncola Gavn Green Boelectronc
More informationModeling of Wave Behavior of Substrate Noise Coupling for Mixed-Signal IC Design
Modelng of Wave Behavor of Subtrate Noe Couplng for Mxed-Sgnal IC Degn Georgo Veron, Y-Chang Lu, and Robert W. Dutton Center for Integrated Sytem, Stanford Unverty, Stanford, CA 9435 yorgo@gloworm.tanford.edu
More informationAPPROXIMATE FUZZY REASONING BASED ON INTERPOLATION IN THE VAGUE ENVIRONMENT OF THE FUZZY RULEBASE AS A PRACTICAL ALTERNATIVE OF THE CLASSICAL CRI
Kovác, Sz., Kóczy, L.T.: Approxmate Fuzzy Reaonng Baed on Interpolaton n the Vague Envronment of the Fuzzy Rulebae a a Practcal Alternatve of the Clacal CRI, Proceedng of the 7 th Internatonal Fuzzy Sytem
More informationNumerical Methods for Solving Turbulent Flows by Using Parallel Technologies
Journal of Computer and Communcaton, 0,, -5 do:0.46/cc.0.00 Publhed Onlne February 0 (http://www.crp.org/ournal/cc) Numercal Method for Solvng urbulent Flow by Ung Parallel echnologe Albek Iakhov Department
More informationFREQUENCY DISTRIBUTIONS Page 1 of The idea of a frequency distribution for sets of observations will be introduced,
FREQUENCY DISTRIBUTIONS Page 1 of 6 I. Introducton 1. The dea of a frequency dstrbuton for sets of observatons wll be ntroduced, together wth some of the mechancs for constructng dstrbutons of data. Then
More informationTHE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD
Journal of Appled Mathematcs and Computatonal Mechancs 7, 6(3), 7- www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.3. e-issn 353-588 THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS
More informationIntroduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law:
CE304, Sprng 2004 Lecture 4 Introducton to Vapor/Lqud Equlbrum, part 2 Raoult s Law: The smplest model that allows us do VLE calculatons s obtaned when we assume that the vapor phase s an deal gas, and
More informationWeek3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity
Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle
More informationScattering of two identical particles in the center-of. of-mass frame. (b)
Lecture # November 5 Scatterng of two dentcal partcle Relatvtc Quantum Mechanc: The Klen-Gordon equaton Interpretaton of the Klen-Gordon equaton The Drac equaton Drac repreentaton for the matrce α and
More informationA Computational Method for Solving Two Point Boundary Value Problems of Order Four
Yoge Gupta et al, Int. J. Comp. Tec. Appl., Vol (5), - ISSN:9-09 A Computatonal Metod for Solvng Two Pont Boundary Value Problem of Order Four Yoge Gupta Department of Matematc Unted College of Engg and
More informationA Preliminary Study on Material Utilization of Stiffened Cylindrical Shells
Reearch Journal of Appled Scence, Engneerng and echnology 6(5): 757-763, 03 ISSN: 040-7459; e-issn: 040-7467 Maxwell Scentfc Organzaton, 03 Submtted: December 8, 0 Accepted: February 08, 03 Publhed: Augut
More informationTwo Approaches to Proving. Goldbach s Conjecture
Two Approache to Provng Goldbach Conecture By Bernard Farley Adved By Charle Parry May 3 rd 5 A Bref Introducton to Goldbach Conecture In 74 Goldbach made h mot famou contrbuton n mathematc wth the conecture
More informationCHAPTER X PHASE-CHANGE PROBLEMS
Chapter X Phae-Change Problem December 3, 18 917 CHAPER X PHASE-CHANGE PROBLEMS X.1 Introducton Clacal Stefan Problem Geometry of Phae Change Problem Interface Condton X. Analytcal Soluton for Soldfcaton
More informationEVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES
EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES Manuel J. C. Mnhoto Polytechnc Insttute of Bragança, Bragança, Portugal E-mal: mnhoto@pb.pt Paulo A. A. Perera and Jorge
More informationPhys 402: Raman Scattering. Spring Introduction: Brillouin and Raman spectroscopy. Raman scattering: how does it look like?
Phy 402: Raman Scatterng Sprng 2008 1 Introducton: Brlloun and Raman pectrocopy Inelatc lght catterng medated by the electronc polarzablty of the medum a materal or a molecule catter rradant lght from
More informationDUE: WEDS FEB 21ST 2018
HOMEWORK # 1: FINITE DIFFERENCES IN ONE DIMENSION DUE: WEDS FEB 21ST 2018 1. Theory Beam bendng s a classcal engneerng analyss. The tradtonal soluton technque makes smplfyng assumptons such as a constant
More informationMULTIPLE REGRESSION ANALYSIS For the Case of Two Regressors
MULTIPLE REGRESSION ANALYSIS For the Cae of Two Regreor In the followng note, leat-quare etmaton developed for multple regreon problem wth two eplanator varable, here called regreor (uch a n the Fat Food
More informationThe discrete dipole approximation: an overview and recent developments
The dcrete dpole approxmaton: an overvew and recent development M.A. Yurkn a,b, and A.G. Hoektra a a Secton Computatonal Scence, Faculty of Scence, Unverty of Amterdam, Krulaan 40, 1098 SJ, Amterdam, The
More informationApplication of Hankel Transform for Solving a Fracture Problem of a Cracked Piezoelectric Strip Under Thermal Loading
Applcaton of Hankel Tranform for Solvng a Fracture Problem of a Cracked Pezoelectrc Strp Under Thermal Loadng Se Ueda Oaka Inttute of Technology Japan. Introducton In th chapter, an example of the applcaton
More informationNumerical Heat and Mass Transfer
Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and
More informationNEAR NET SHAPE FORGING USING THE BACKWARD DEFORMATION METHOD
VII Internatonal Conference on Computatonal Platcty COMPLAS 2003 E. Oñate an D. R. J. Owen (E) CIMNE, Barcelona, 2003 NEAR NET SHAPE FORGING USING THE BACKWARD DEFORMATION METHOD Bglar F. R. *, Abrna K.
More informationCHAPTER 9 LINEAR MOMENTUM, IMPULSE AND COLLISIONS
CHAPTER 9 LINEAR MOMENTUM, IMPULSE AND COLLISIONS 103 Phy 1 9.1 Lnear Momentum The prncple o energy conervaton can be ued to olve problem that are harder to olve jut ung Newton law. It ued to decrbe moton
More informationM. Mechee, 1,2 N. Senu, 3 F. Ismail, 3 B. Nikouravan, 4 and Z. Siri Introduction
Hndaw Publhng Corporaton Mathematcal Problem n Engneerng Volume 23, Artcle ID 795397, 7 page http://dx.do.org/.55/23/795397 Reearch Artcle A Three-Stage Ffth-Order Runge-Kutta Method for Drectly Solvng
More informationA Hybrid Variational Iteration Method for Blasius Equation
Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 1932-9466 Vol. 10, Issue 1 (June 2015), pp. 223-229 Applcatons and Appled Mathematcs: An Internatonal Journal (AAM) A Hybrd Varatonal Iteraton Method
More informationand decompose in cycles of length two
Permutaton of Proceedng of the Natona Conference On Undergraduate Reearch (NCUR) 006 Domncan Unverty of Caforna San Rafae, Caforna Apr - 4, 007 that are gven by bnoma and decompoe n cyce of ength two Yeena
More informationRoot Locus Techniques
Root Locu Technque ELEC 32 Cloed-Loop Control The control nput u t ynthezed baed on the a pror knowledge of the ytem plant, the reference nput r t, and the error gnal, e t The control ytem meaure the output,
More information8 Waves in Uniform Magnetized Media
8 Wave n Unform Magnetzed Meda 81 Suceptblte The frt order current can be wrtten j = j = q d 3 p v f 1 ( r, p, t) = ɛ 0 χ E For Maxwellan dtrbuton Y n (λ) = f 0 (v, v ) = 1 πvth exp (v V ) v th 1 πv th
More informationPART 8. Partial Differential Equations PDEs
he Islamc Unverst of Gaza Facult of Engneerng Cvl Engneerng Department Numercal Analss ECIV 3306 PAR 8 Partal Dfferental Equatons PDEs Chapter 9; Fnte Dfference: Ellptc Equatons Assocate Prof. Mazen Abualtaef
More informationFinite Element Modelling of truss/cable structures
Pet Schreurs Endhoven Unversty of echnology Department of Mechancal Engneerng Materals echnology November 3, 214 Fnte Element Modellng of truss/cable structures 1 Fnte Element Analyss of prestressed structures
More informationResearch Article Runge-Kutta Type Methods for Directly Solving Special Fourth-Order Ordinary Differential Equations
Hndaw Publhng Corporaton Mathematcal Problem n Engneerng Volume 205, Artcle ID 893763, page http://dx.do.org/0.55/205/893763 Reearch Artcle Runge-Kutta Type Method for Drectly Solvng Specal Fourth-Order
More informationSupplementary information: Efficient mass transport by optical advection
Supplementary nformaton: Effcent ma tranport by optcal advecton Veerachart Kaorndenukul, Sergey Sukhov, and Artde Dogaru CREOL, The College of Optc and Photonc Unverty of Central lorda, 4 Central lorda
More informationElectromagnetic scattering. Graduate Course Electrical Engineering (Communications) 1 st Semester, Sharif University of Technology
Electromagnetc catterng Graduate Coure Electrcal Engneerng (Communcaton) 1 t Semeter, 1390-1391 Sharf Unverty of Technology Content of lecture Lecture : Bac catterng parameter Formulaton of the problem
More informationSupporting Information. Hydroxyl Radical Production by H 2 O 2 -Mediated. Conditions
Supportng Informaton Hydroxyl Radcal Producton by H 2 O 2 -Medated Oxdaton of Fe(II) Complexed by Suwannee Rver Fulvc Acd Under Crcumneutral Frehwater Condton Chrtopher J. Mller, Andrew L. Roe, T. Davd
More informationThe Essential Dynamics Algorithm: Essential Results
@ MIT maachuett nttute of technology artfcal ntellgence laboratory The Eental Dynamc Algorthm: Eental Reult Martn C. Martn AI Memo 003-014 May 003 003 maachuett nttute of technology, cambrdge, ma 0139
More informationPlastic Analysis and Design of Steel Plate Shear Walls
7 Platc Analy and Degn of Steel Plate Shear Wall Jeffrey Berman Department of Cvl, Structural & Envronmental Engneerng, Unverty at Buffalo Reearch Supervor: Mchel Bruneau, Profeor Summary A reved procedure
More informationProblem Set 9 Solutions
Desgn and Analyss of Algorthms May 4, 2015 Massachusetts Insttute of Technology 6.046J/18.410J Profs. Erk Demane, Srn Devadas, and Nancy Lynch Problem Set 9 Solutons Problem Set 9 Solutons Ths problem
More informationLINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity
LINEAR REGRESSION ANALYSIS MODULE IX Lecture - 30 Multcollnearty Dr. Shalabh Department of Mathematcs and Statstcs Indan Insttute of Technology Kanpur 2 Remedes for multcollnearty Varous technques have
More informationMODIFIED GENERAL TRANSFER MATRIX METHOD FOR LINEAR ROTOR BEARING SYSTEMS , Dhenkanal, Orissa, India
IV arn Autrala 9- July, 007 Abtract MODIFIED GENERAL TRANFER MATRIX METHOD FOR LINEAR ROTOR BEARING YTEM B B Maharath, R R Dah and T Rout Department of Mechancal Engneerng, IGIT, arang 769 6, Dhenkanal,
More informationAPPLICATIONS: CHEMICAL AND PHASE EQUILIBRIA
5.60 Sprn 2007 Lecture #28 pae PPLICTIOS: CHMICL D PHS QUILIBRI pply tattcal mechanc to develop mcrocopc model for problem you ve treated o far wth macrocopc thermodynamc 0 Product Reactant Separated atom
More informationTeam. Outline. Statistics and Art: Sampling, Response Error, Mixed Models, Missing Data, and Inference
Team Stattc and Art: Samplng, Repone Error, Mxed Model, Mng Data, and nference Ed Stanek Unverty of Maachuett- Amhert, USA 9/5/8 9/5/8 Outlne. Example: Doe-repone Model n Toxcology. ow to Predct Realzed
More informationA new Approach for Solving Linear Ordinary Differential Equations
, ISSN 974-57X (Onlne), ISSN 974-5718 (Prnt), Vol. ; Issue No. 1; Year 14, Copyrght 13-14 by CESER PUBLICATIONS A new Approach for Solvng Lnear Ordnary Dfferental Equatons Fawz Abdelwahd Department of
More informationConvexity preserving interpolation by splines of arbitrary degree
Computer Scence Journal of Moldova, vol.18, no.1(52), 2010 Convexty preservng nterpolaton by splnes of arbtrary degree Igor Verlan Abstract In the present paper an algorthm of C 2 nterpolaton of dscrete
More informationIndeterminate pin-jointed frames (trusses)
Indetermnate pn-jonted frames (trusses) Calculaton of member forces usng force method I. Statcal determnacy. The degree of freedom of any truss can be derved as: w= k d a =, where k s the number of all
More informationSupporting Information
Supportng Informaton Water structure at the ar-aqueous nterface of dvalent caton and ntrate solutons Man Xu, Rck Spnney, Heather C. Allen* allen@chemstry.oho-state.edu Fresnel factors and spectra normalzaton
More informationChapter.4 MAGNETIC CIRCUIT OF A D.C. MACHINE
Chapter.4 MAGNETIC CIRCUIT OF A D.C. MACHINE The dfferent part of the dc machne manetc crcut / pole are yoke, pole, ar ap, armature teeth and armature core. Therefore, the ampere-turn /pole to etablh the
More informationx = , so that calculated
Stat 4, secton Sngle Factor ANOVA notes by Tm Plachowsk n chapter 8 we conducted hypothess tests n whch we compared a sngle sample s mean or proporton to some hypotheszed value Chapter 9 expanded ths to
More information2.3 Least-Square regressions
.3 Leat-Square regreon Eample.10 How do chldren grow? The pattern of growth vare from chld to chld, o we can bet undertandng the general pattern b followng the average heght of a number of chldren. Here
More informationPhysics 111. CQ1: springs. con t. Aristocrat at a fixed angle. Wednesday, 8-9 pm in NSC 118/119 Sunday, 6:30-8 pm in CCLIR 468.
c Announcement day, ober 8, 004 Ch 8: Ch 10: Work done by orce at an angle Power Rotatonal Knematc angular dplacement angular velocty angular acceleraton Wedneday, 8-9 pm n NSC 118/119 Sunday, 6:30-8 pm
More informationJoint Source Coding and Higher-Dimension Modulation
Jont Codng and Hgher-Dmenon Modulaton Tze C. Wong and Huck M. Kwon Electrcal Engneerng and Computer Scence Wchta State Unvert, Wchta, Kana 676, USA {tcwong; huck.kwon}@wchta.edu Abtract Th paper propoe
More informationInformation Acquisition in Global Games of Regime Change (Online Appendix)
Informaton Acquton n Global Game of Regme Change (Onlne Appendx) Mchal Szkup and Iabel Trevno Augut 4, 05 Introducton Th appendx contan the proof of all the ntermedate reult that have been omtted from
More informationDesign of Recursive Digital Filters IIR
Degn of Recurve Dgtal Flter IIR The outut from a recurve dgtal flter deend on one or more revou outut value, a well a on nut t nvolve feedbac. A recurve flter ha an nfnte mule reone (IIR). The mulve reone
More informationNON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS
IJRRAS 8 (3 September 011 www.arpapress.com/volumes/vol8issue3/ijrras_8_3_08.pdf NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS H.O. Bakodah Dept. of Mathematc
More informationCHAPTER IV RESEARCH FINDING AND DISCUSSIONS
CHAPTER IV RESEARCH FINDING AND DISCUSSIONS A. Descrpton of Research Fndng. The Implementaton of Learnng Havng ganed the whole needed data, the researcher then dd analyss whch refers to the statstcal data
More informationConfidence intervals for the difference and the ratio of Lognormal means with bounded parameters
Songklanakarn J. Sc. Technol. 37 () 3-40 Mar.-Apr. 05 http://www.jt.pu.ac.th Orgnal Artcle Confdence nterval for the dfference and the rato of Lognormal mean wth bounded parameter Sa-aat Nwtpong* Department
More information2. SINGLE VS. MULTI POLARIZATION SAR DATA
. SINGLE VS. MULTI POLARIZATION SAR DATA.1 Scatterng Coeffcent v. Scatterng Matrx In the prevou chapter of th document, we dealt wth the decrpton and the characterzaton of electromagnetc wave. A t wa hown,
More informationFUZZY FINITE ELEMENT METHOD
FUZZY FINITE ELEMENT METHOD RELIABILITY TRUCTURE ANALYI UING PROBABILITY 3.. Maxmum Normal tress Internal force s the shear force, V has a magntude equal to the load P and bendng moment, M. Bendng moments
More informationYou must not circulate this book in any other binding or cover and you must impose this same condition on any acquirer.
6 Interfacal thermodynamc: Gbb equaton Luuk K. Koopal Chapter 6, Interfacal thermodynamc: Gbb equaton n Interface Scence, Second edton, 008, Wagenngen Unverty, Wagenngen, The Netherland. Avalable va: http://www.reearchgate.net/profle/luuk_koopal
More informationThe optimal delay of the second test is therefore approximately 210 hours earlier than =2.
THE IEC 61508 FORMULAS 223 The optmal delay of the second test s therefore approxmately 210 hours earler than =2. 8.4 The IEC 61508 Formulas IEC 61508-6 provdes approxmaton formulas for the PF for smple
More informationThe multivariate Gaussian probability density function for random vector X (X 1,,X ) T. diagonal term of, denoted
Appendx Proof of heorem he multvarate Gauan probablty denty functon for random vector X (X,,X ) px exp / / x x mean and varance equal to the th dagonal term of, denoted he margnal dtrbuton of X Gauan wth
More informationOPTIMISATION. Introduction Single Variable Unconstrained Optimisation Multivariable Unconstrained Optimisation Linear Programming
OPTIMIATION Introducton ngle Varable Unconstraned Optmsaton Multvarable Unconstraned Optmsaton Lnear Programmng Chapter Optmsaton /. Introducton In an engneerng analss, sometmes etremtes, ether mnmum or
More informationThe Tangential Force Distribution on Inner Cylinder of Power Law Fluid Flowing in Eccentric Annuli with the Inner Cylinder Reciprocating Axially
Open Journal of Flud Dynamcs, 2015, 5, 183-187 Publshed Onlne June 2015 n ScRes. http://www.scrp.org/journal/ojfd http://dx.do.org/10.4236/ojfd.2015.52020 The Tangental Force Dstrbuton on Inner Cylnder
More informationSIMPLE LINEAR REGRESSION
Smple Lnear Regresson and Correlaton Introducton Prevousl, our attenton has been focused on one varable whch we desgnated b x. Frequentl, t s desrable to learn somethng about the relatonshp between two
More informationSolution Methods for Time-indexed MIP Models for Chemical Production Scheduling
Ian Davd Lockhart Bogle and Mchael Farweather (Edtor), Proceedng of the 22nd European Sympoum on Computer Aded Proce Engneerng, 17-2 June 212, London. 212 Elever B.V. All rght reerved. Soluton Method for
More informationIn this section is given an overview of the common elasticity models.
Secton 4.1 4.1 Elastc Solds In ths secton s gven an overvew of the common elastcty models. 4.1.1 The Lnear Elastc Sold The classcal Lnear Elastc model, or Hooean model, has the followng lnear relatonshp
More informationPhysics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding.
Physcs 53 Rotatonal Moton 3 Sr, I have found you an argument, but I am not oblged to fnd you an understandng. Samuel Johnson Angular momentum Wth respect to rotatonal moton of a body, moment of nerta plays
More informationChapter 9: Statistical Inference and the Relationship between Two Variables
Chapter 9: Statstcal Inference and the Relatonshp between Two Varables Key Words The Regresson Model The Sample Regresson Equaton The Pearson Correlaton Coeffcent Learnng Outcomes After studyng ths chapter,
More informationLectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix
Lectures - Week 4 Matrx norms, Condtonng, Vector Spaces, Lnear Independence, Spannng sets and Bass, Null space and Range of a Matrx Matrx Norms Now we turn to assocatng a number to each matrx. We could
More information