An Eigenvalue Based Acoustic Impedance Measurement Technique

Size: px
Start display at page:

Download "An Eigenvalue Based Acoustic Impedance Measurement Technique"

Transcription

1 A. J. Hull Engineer. Naval Underwater Systems Center, New Lndn, CT 00 C. J. Radcliffe Assciate Prfessr. Department f Mechanical Engineering, Michigan State University, East Lansing, Ml 88 An Eigenvalue Based Acustic Impedance Measurement Technique A methd is develped fr measuring acustic impedance. The methd emplys a nedimensinal tube r duct with excitatin at ne end and an unknwn acustic impedance at the terminatin end. Micrphnes placed in the tube are then emplyed t measure the frequency respnse f the system frm which acustic impedance f the end is calculated. This methd uses fixed instrumentatin and takes advantage f mdern Fast Furier Transfrm analyzers. Cnventinal impedance tube methds have errrs resulting frm mvement f micrphnes t lcate the maxima and minima f the wave pattern in the impedance tube r require phase matched micrphnes with specific micrphne spacing. This technique avids these prblems by calculating the acustic impedance frm measured duct eigenvalues. Labratry tests f the methd are presented t demnstrate its accuracy. Intrductin Measuring the acustic impedance f a bundary is imprtant since the acustic respnse f any acustic system is gverned by the acustic impedance f its bundaries. Accurate mathematical mdels f acustic systems require accurate measurements f acustic impedance. The acustic impedance f bundaries determines the magnitude and frequency f resnant peaks and the spatial distributin f acustic respnse. A variety f acustic impedance measurement techniques have been develped in the past. The first techniques used an impedance tube and a single micrphne (Hall, 99; Beranek, 90; Mrse and Ingard, 98; Dickinsn and Dak, 970; Pierce, 98). They require measurement f maximum and minimum sund pressure levels at an acustic resnance in an impedance tube and their spatial lcatins. These lcatins and magnitudes are then used t calculate the crrespnding impedance (ASTM Standard C 8, 98a). Identifying the lcatin f maximum and minimum sund pressure levels in an impedance tube is nrmally difficult and requires physical changes in micrphne psitin. Tw f the impedance tube measurement methds (Hall, 99; Beranek, 90) use apprximate frmulas fr cmputing impedance which can als lead t impedance measurement errr. A recent acustic impedance measurement technique utilizes a tw micrphne system (Seybert and Rss, 977; Chung and Blaser, 980a, 980b). This technique requires tw similar, phase calibrated, micrphnes at sme lcatin in the tube with a knwn distance between them. The acustic wave respnse is then mathematically decmpsed int its reflected and incident cmpnents using a transfer functin between Cntributed by the Nise Cntrl and Acustics Divisin and presented at the Winter Annual Meeting, Dallas, TX, Nvember 0, 990, f THE AMER ICAN SOCIETY OF MECHANICAL ENGINEERS. Manuscript received at ASME Headquarters, March 990. Paper N. 90WA/NCAl. the acustic pressure at the tw micrphne lcatins. The decmpsitin allws the cmputatin f acustic impedance (ASTM Standard E 00, 98b). ASTM 00 E, althugh better than ASTM C8, requires measurement f the exact distance frm the test sample t the center f the nearest micrphne and the exact spacing f the micrphnes. Bth these physical dimensins can be difficult t measure accurately. The tw micrphne methd wrks best with tw phase matched micrphnes and a surce whse transfer functin has cnstant magnitude arund the frequency f interest. If the micrphnes are nt phase matched, then a crrectin must be included in the cmputatin f acustic impedance. These measurement requirements can lead t errrs when measuring acustic impedance using the tw micrphne technique. This paper develps a methd fr calculating the acustic impedance based n the eigenvalues f a tube with unknwn end impedance. A Fast Furier analyzer is used t measure cmplex frequency respnse frm which the eigenvalues f the system are extracted. Acustic impedance at each resnance is then cmputed frm these eigenvalues. The eigenvalue measurement is independent f micrphne psitin a"nd the lcatin f the respnse micrphne in the tube is arbitrary. The cmputatin f the acustic impedance frm the duct eigenvalues is a clsed frm slutin based n the same plane wave assumptins present in previus methds. The nly physical cnstants required are duct length and the speed f sund in the duct. System Mdel The system mdel is f a nedimensinal hardwalled duct excited by a pressure input at ne end and a partially reflective bundary cnditin at the ther end represented by a cmplex bundary impedance. The partially reflective cnditin in the 0/Vl., APRIL 99 Transactins f the ASME Cpyright 99 by ASME Dwnladed 0 Oct 008 t.0... Redistributin subject t ASME license r cpyright; see

2 c IlKl L g + K Imaginary LL E U+Kj LJ LL B ll+kj LJ [Z",g (^) + f] i [ihltl)] [fam^ I.L Hl+Kj LJ Real mensinal assumptin requires the diameter f the duct t be small cmpared t the wavelength f sund which yields plane wave respnse. The nedimensinal assumptin is usually valid when/ < 0.8(c/tf) where/is the frequency (Hertz) and d is the diameter f the tube (m) (Annual Bk f ASTM Standards, 98a; 98b). The duct end at x = 0 is mdeled as a ttally reflective, pen end. This bundary cnditin is (Set, 97; Hull et al., 990) du (0, 0 = 0. () dx This crrespnds t an pen duct end. Equatin () alng with the right hand side f () mdel the speaker as a pressure surce at x = 0. Althugh speakers are smetimes mdeled as velcity surces, the eigenvalues and eigenvectrs frm the experiment discussed later in the paper crrespnd t the speaker mdeled as a pressure surce. Implicit in () is the assumptin the surce impedance is negligible. If the surce impedance is nt small, it can be incrprated int the mdel (Swansn, 988). The acustic pressure f the system is related t the spatial gradient f the particle displacement by (Set, 97) LL Hl+Kj LJ, du P(x, t)=~p(?^x (x, t). () Fig. System eigenvalues A, fr cnstant K duct allws sme energy t be dissipated ut the end while the rest is reflected back int the system. The terminatin end impedance is a rati between the pressure and the particle velcity at x = L and is expressed as (Set, 97; Pierce, 98; Spiekermann and Radcliffe, 988) du dx 0 (L,t) du dt (L,t) () where K = cmplex acustic impedance f the terminatin end (dimensinless), u(l, t) = particle displacement at x = L (m), c = wave speed in the duct (m/s), t = time(s), x = spatial lcatin (m) and L = length f the duct (m). Implicit in () is the acustic analgy with electrical systems in which vlume velcity is analgus t current and duct pressure is analgus t vltage. The reciprcal acustic mbility analgy is als smetimes used; and if applied t this system, the parameter Km (I) wuld be the acustic admittance. Acustic impedance K=Q + 0i crrespnds t an ideal fully reflective terminatin and #=+0/ crrespnds t ideal fully absrptive terminatin. In general, K is a cmplex value which des nt match either f these ideal cnditins. The real part f K (acustic resistance) is assciated with nncnservative pwer dissipatin at the end while the imaginary part (acustic reactance) is assciated with cnservative inertial and/r cmpliant characteristics f the end. The linear secnd rder wave equatin mdeling particle displacement in a hardwalled, nedimensinal duct is (Set, 97; Dak, 97) d u(x,t),d u(x,t) di c dx d_ dx Hx)PeW where u(x,t) = particle displacement (m), p = density f the medium (kg/m ), P e (t) = pressure excitatin at pint x = 0 (N/m ), and 8(x) = the Dirac delta functin. The wave equatin assumes an adiabatic system, n mean flw in the duct, unifrm duct crss sectin and negligible air viscsity effects. The hardwall assumptin yields a system with dissipatin nly at the terminatin end; the lsses at the duct walls due t heat transfer, viscsity, and vibratin are negligible. The nedi () The abve fur equatins represent a mathematical mdel f a lng, thin duct with a speaker at ne end and a partially reflective terminatin end. Separatin f Variables The eigenvalues f the mdel are fund by applying separatin f variables t () and () and the hmgeneus versin f (). Separatin f variables assumes each term f the series slutin is a prduct f a functin in the spatial dmain multiplied by a functin in the time dmain: v(x,t)=x(x)t(t). () Substituting () int the hmgeneus versin f () prduces tw independent rdinary differential equatins, each with cmplex valued separatin cnstant A, namely and d X(x) dx cfit(t) di A X{x)=0 A c T(t)=0. The separatin cnstant A = 0 is a special case where X(x) = T(t) = t satisfy () and (). Althugh A = 0 is a separatin cnstant f the system, it des nt cntribute t the pressure field in the duct, therefre it is ignred fr further cmputatinal purpses (Hull et al., 990; MacCluer et al., 990). The spatial rdinary differential equatin () is slved fr A T± 0 using the bundary cnditin () yielding () (7) X(x)=e Ax +e~ Ax. (8) The time dependent rdinary differential equatin yields the fllwing general slutin T{t)=Ae Acl + Be Act. (9) Applying bundary cnditin () t (8) and (9) yields B = 0 and the separatin cnstant, /A niri A " = l l0 HT+^J 7' n = 0 >^± (0) The system eigenvalues X are equal t the separatin cnstant multiplied by the wave speed c (A = ca ). An eigenvalue plt is shwn in Fig.. These eigenvalues are each functins f Jurnal f Vibratin and Acustics APRIL 99, Vl. / Dwnladed 0 Oct 008 t.0... Redistributin subject t ASME license r cpyright; see

3 Table Measured duct eigenvalues fr the fam end Excitatin Speaker \ Fast Furier Transfrm Input Reference Micrphne PCO.t) H((0): P(X,(ll) P(0,O>) Frequency Respnse Respnse Measurement Micrphne P(x.t) Curve Fit Impedance Calculatin Acustic Impedance t be Measured Eigenvalue (n) Table Re(X n ) ReC\,) Im(X n ) (Hertz) ImOn) (Hertz) Calculated acustic impedance fr the fam end HPA Structural Dynamics Analyzer Fig. Labratry cnfiguratin acustic impedance, K. The inverse functin will allw impedance, K, t be cmputed frm measured eigenvalues. Acustic Impedance Cmputatin The acustic impedance K f the end can be determined at each duct resnance frm the eigenvalue at that resnance. This cmputatin assumes the eigenvalues f the system are knwn. Measuring these duct system eigenvalues is discussed in the next sectin. Directly slving fr K in terms f X is very difficult, therefre an intermediate variable fi is intrduced t simplify the acustic impedance cmputatin. The variable / is related t the «th eigenvalue X by Re(\)+ilm(\ n ) = lg e [Re(p ) + Hm{P )] nwci () where Re( )dentes the real part, Im( ) dentes the imaginary part, and the subscript "«" dentes the nth term. Equatin () is nw brken int tw parts, ne equating the real cefficients and the ther equating the imaginary cefficients. The cmplex lgarithm n the right hand side is rewritten as lg e [Re(l n )+iim(l n )]=lg e \l n \ +i argu ) () where l( l is the magnitude f / and arg({ ) is the argument f /, i.e., the arctangent f [Vwi(/ )/7?e(/ )]. The intermediate variable ( is nw slved fr in terms f the real and imaginary parts f the eigenvalues. The real part f / is exp / ZJ?e(A )V Re(P ) where d = Im(k ) + tan (a) The sign f Re(l ) in (a) is determined by sgn[re(0 )] = + if 0 <IAI<0. if 0. < IAI<0.0 () where A (f) If the value f A is less than 0. r greater than 0., the eigenvalue index n is incrrect and crrespnds t an eigenvalue ther than the nth ne. The value, n, must then be changed t prduce a A between 0. and 0. which will crrespnd t the crrect eigenvalue index. Once Re(P ) is fund, Im(P ) is fund by the equatin Re(K n ) Im(K n ) /Ld \ Im{p )=Retf H )tan (^j () where i?e(/ ) is given in (). The term ( K) / ( + K) is nw equated t the intermediate variable /? using (0) and () as Re(P n )+iimtf n ) = \Re{K )iim{k n) \+Re(K n ) + iim(k ) () where Re (K ) is the real part f K and Im (K n ) is the imaginary part f K fr the nth. eigenvalue. Breaking () int tw equatins, and slving fr K as a functin f / yields the acustic impedance as Re(K H ) = Im(K n ): l[j?e(0 [/m(g )] [Re(p n )+l] +[Im(p )] /wi(js B) [Re{p n )+\?+[Im(p n )] () (7) Acustic impedance measurement K n represents the acustic impedance at the «th resnant frequency. Experiment The viability f the abve acustic impedance methd was investigated thrugh labratry tests. The test used a 0.07 m ( in) circular PVC schedule 0 duct that was.9 m (9. ft) lng driven by a 0. m (0 in) diameter speaker (Realistic 0B). The impedance f a piece f 0 mm thick packing fam inserted in the terminatin end was tested. The packing fam will be shwn t have acustic impedance which is nearly cnstant with frequency (Table ), allwing fr frequency respnse cmparisn t knwn thery. Speaker input pressure was measured in the exit plane f the input speaker with a Bruel and Kjaer Type half inch micrphne (input reference micrphne) attached t a HewlettPackard A digital signal analyzer. The respnse f the tube was measured at varius lcatins with anther Bruel and Kjaer Type half inch micrphne (respnse measurement micrphne) at /Vl., APRIL 99 Transactins f the ASME Dwnladed 0 Oct 008 t.0... Redistributin subject t ASME license r cpyright; see

4 Table Measured duct eigenvalues fr the capped end Re(X n ) Im^) (Hertz) Table Calculated acustic impedance fr the capped end Re(K n ) Im(K n ) Fig Frequency (Hertz) Frequency respnse f duct with fam end at x = 0.79 m tached t the signal analyzer (Fig. ). Bth micrphnes were calibrated using a Bruel and Kjaer Type 0 Sund Level Calibratr. The impedance measurement technique develped here des nt require phase matched micrphnes nr des it require cmpensatin fr phase mismatched micrphnes. Phase mismatch in the micrphnes is neglected since the measurements are made at a duct resnant frequency, i.e. the measurements are made when the system phase angles are changing rapidly thrugh 80 degrees. Micrphnes perating under 00 Hertz rarely have phase errr greater than degrees (Bruel and Kjaer, 98). Steady state eigenvalue measurements are amplitude dminated. The distance between the micrphnes is nt critical, since the duct eigenvalues are independent f measurement lcatin. This is unlike previus methds (Seybert and Rss, 977; Chung and Blaser, 980a, 980b) where micrphne spacing is a required parameter in the analysis and phase matched micrphnes (r a cmpensatin functin) are necessary because wave prpagatin acrss the micrphnes is detected. Errrs in the methd develped here are nly a functin f errrs assciated with measuring the eigenvalues f the duct, the duct length, and the speed f sund. The cmputatin f acustic impedance frm duct eigenvalues is a clsed frm slutin. The methd uses the input micrphne as an amplitude reference and the excitatin speaker des nt require a flat respnse arund the frequency f interest, because the respnse is nrmalized by the pressure input reference when the Fast Furier Transfrm is cmputed. The A Structural Dynamics Analyzer used here is capable f prviding a number f real time analyses including determining the transfer functin (frequency respnse) f a system and calculating the crrespnding eigenvalues. The A Structural Dynamics Analyzer des this by curve fitting a single mde vibratin mdel (tw first rder states) t the experimental data using the fllwing equatin (HewlettPackard, 979) J/(ft>) = Re(A n) + iim(a ) i Re(\ ) ilm(\ n ) Re(A )iim(a ) iire(\ ) +ilm(\ ) + B,w + B, (8) where H(a) = the transfer functin, A = the system residue, and.biandb = cmpensatin cnstants fr verlapping mdes. Included in the single mde vibratin mdel is cmpensatin fr ther mdes which may be verlapping at that particular frequency. During the curve fitting prcess, the real and imaginary parts f the eigenvalues are calculated. It is beynd the scpe f this paper t describe this prcess; hwever, there exist additinal alternative methds t extract mdal parameters frm the transfer functin f a system (HewlettPackard, 979; Structural Dynamics Research Crpratin, 98). Eigenvalue extractin is a cmmn functin f cmmercial Fast Furier analyzers. The first part f the experiment measured the transfer functin f the duct with the fam end impedance. The A Structural Dynamics Analyzer des this by sending a randm nise signal t the speaker and then cmputing the rati f the Fast Furier Transfrms f the input and respnse signals. Once the transfer functin was knwn, the eigenvalues f the duct were fund using the curve fitting prcess discussed in (8). Frm the eigenvalues, the acustic impedance f the fam was determined using equatins () (7). The mean and standard deviatin f the measured eigenvalues f the system with the fam end impedance are shwn in Table. These values are derived frm five independent sets f measurements at x = 0.79 m (.0 ft) thrugh x =. m (.7 ft) at 0.7 m (0. ft) increments. Each individual eigenvalue was measured frm a transfer functin cmpsed f 0 averaged Fast Furier transfrms. The calculated acustic impedance f the fam is shwn in Table. In this case, the real part f the acustic impedance dminates the respnse. Figure shws the measured frequency respnse at x= 0.79 m (.0 ft) cmpared t the theretical frequency respnse fr K = / at the same pint (Spiekermann and Jurnal f Vibratin and Acustics APRIL 99, Vl. / Dwnladed 0 Oct 008 t.0... Redistributin subject t ASME license r cpyright; see

5 index n fr large impedances. Frm the abve measurements, a value f cefficient, A =. was calculated fr the ne f the eigenvalues. Because the measurements were nly accurate t tw significant figures, the cefficient was runded t A = 0.. Fr mst materials the reflectivity is nt large enugh fr this t be a cncern. Cnclusins Calculatin f the acustic impedance f a duct end frm experimentally btained impedance tube eigenvalues is develped here. These eigenvalues are easily determined frm a measured tube transfer functin by cmmercially available Fast Furier analyzers. This methd has the advantage f statinary micrphne psitining at any lcatin in the impedance tube. The cmputatinal step frm eigenvalue t acustic impedance is a clsed frm slutin. Errrs in measured impedance can arise nly frm errrs in measured system eigenvalues, duct length, and the speed f sund. Experimental results shw that duct respnse can be accurately predicted frm measured impedances and demnstrate the methd is bth accurate and insensitive t measurement errrs. Future wrk will quantify and cmpare that accuracy and errr sensitivity with previus standard methds Frequency (Hertz) Fig. Frequency respnse f duct with clsed end at x = 0.79 m Radcliffe, 988; Hull et al., 990). The value f P/P 0 is the rati f the respnse t the input and the measured respnses are marked by X's while the theretical respnse is dented by a slid line. The impedance, K, used in the theretical respnse is the average f the six individual acustic impedance measurements taken at different lcatins alng the duct. Figure demnstrates that the theretical mdel using the measured acustic impedance f a material can accurately predict duct respnse. There is a high degree f accuracy in bth the magnitude and the phase angles. The acustic impedances f the abve experiment were calculated by increasing the magnitudes f bth the real and imaginary parts f the measured eigenvalues by ne, tw, and three standard deviatins frm their mean values. After these changes, the magnitude f the calculated impedance K nly changed by an average f.7 percent,. percent, and.0 percent, respectively. This shws the high stability f the measurement technique, its resistance t errr prpagatin, and the accuracy f acustic impedances determined using it. The experiment was repeated fr a capped end. The results are shwn in Tables and. An ideal clsed end wuld have an impedance f infinity; hwever, the real material used here has sme absrptin. The large impedances shwn in Table indicate this trend and the variatin f impedance with frequency in this case. Figure shws the measured frequency respnse cmpared t a theretical frequency respnse calculated using the measured impedances. The theretical frequency respnse was prduced by assembling a state space mdel which used the measured acustic impedances at each eigenvalue (Hull et al., 990). As in Fig., there is a high degree f accuracy in bth the magnitude and phase angles. It is imprtant t mnitr the value f A when testing extremely reflective ends. It is pssible fr eigenvalue cmputatin errrs t yield a A greater than 0.0 with the crrect References The American Sciety fr Testing and Materials, 98a, "Standard Test Methd fr Impedance and Absrptin f Acustical Materials by the Impedance Tube Methd," Annual Bk f ASTM Standards, Designatin: C 8 8, Vl. 00, pp.. The American Sciety fr Testing and Materials, 98b, "Standard Test Methd fr Impedance and Absrptin f Acustical Materials Using a Tube, Tw Micrphnes, and a Digital Frequency Analysis System," Annual Bk f ASTM Standards, Designatin: E 008a, Vl. 00, pp Beranek, L. L., 90, "Acustic Impedance f Cmmercial Materials and the Perfrmance f Rectangular Rms with One Treated Surface," Jurnal f the Acustical Sciety f America, Vl., pp.. Bruel and Kjaer, 98, "Cndenser Micrphnes and Micrphne Preamplifiers," Bruel and Kjaer Instruments Inc., Naerum, Denmark. Chung, J. Y., and Blaser, D. A., 980, "Transfer Functin Methd f Measuring InDuct Acustic Prperties. I. Thery," Jurnal f the Acustical Sciety f America, Vl. 8, N., pp Chung, J. Y., and Blaser, D. A., 980, "Transfer Functin Methd f Measuring InDuct Acustic Prperties. II. Experiment," Jurnal f the Acustical Sciety f America, Vl. 8, N., pp. 99. Dickinsn, P. J., and Dak, P. E., 970, "Measurements f the Nrmal Acustic Impedance f Grund Surfaces," Jurnal f Sund and Vibratin, Vl., N., pp. 09. Dak, P. E., 97, "Excitatin, Transmissin and Radiatin f Sund Frm Surce Distributins in HardWalled Ducts f Finite Length (I): The Effects f Duct CrssSectin Gemetry and Surce Distributin SpaceTime Pattern," Jurnal f Sund and Vibratin, Vl., N., pp. 7. Hall, W. M., 99, "An Acustic Transmissin Line fr Impedance Measurement," Jurnal f the Acustical Sciety f America, Vl., pp. 0. HewlettPackard, 979, "User's Guide, A Structural Dynamics Analyzer," HewlettPackard Cmpany, Santa Clara, Califrnia. Hull, A. J., Radcliffe, C. J., Miklavic, M., andmaccluer, C. R., 990, "State Space Representatin f the NnselfAdjint Acustic Duct System," ASME Jurnal f Vibratin and Acustics, in press. MacCluer, C. R., Radcliffe, C. J., and Hull, A. J., 990, "Diagnalizing Acustic Mdels," SI AM Jurnal f Applied Mathematics, in press. Mrse, P. M., and Ingard, K. U., 98, "Theretical Acustics," McGraw Hill Bk Cmpany, New Yrk, pp. 97. Pierce, A. D., 98, "Acustics: An Intrductin t Its Physical Principles and Applicatins," McGrawHill Bk Cmpany, New Yrk, pp. and p.. Set, William W., 97, Thery and Prblems f Acustics, McGrawHill Bk Cmpany, New Yrk. Seybert, A. F., and Rss, D. F., 977, "Experimental Determinatin f Acustic Prperties Using a TwMicrphne RandmExcitatin Technique," Jurnal f the Acustical Sciety f America, Vl., pp. 70. Spiekermann, C. E., and Radcliffe, C. J., 988, "Decmpsing Onedimensinal Acustic Respnse int Prpagating and Standing Wave Cmpnents," Jurnal f the Acustical Sciety f America, Vl. 8, N., pp. 8. Structural Dynamics Research Crpratin, 98, "User Manual fr MODAL ANALYSIS 8.0," Structural Dynamics Research Crpratin, Milfrd, Ohi. Swansn.D. C, 988, "The Rle f Impedance Cupling in Achieving Glbal Active Attenuatin f Nise," ASME Winter Annual Meeting, Chicag, Paper number 88WA/NCA. /Vl., APRIL 99 Transactins f the ASME Dwnladed 0 Oct 008 t.0... Redistributin subject t ASME license r cpyright; see

Module 4: General Formulation of Electric Circuit Theory

Module 4: General Formulation of Electric Circuit Theory Mdule 4: General Frmulatin f Electric Circuit Thery 4. General Frmulatin f Electric Circuit Thery All electrmagnetic phenmena are described at a fundamental level by Maxwell's equatins and the assciated

More information

Determining the Accuracy of Modal Parameter Estimation Methods

Determining the Accuracy of Modal Parameter Estimation Methods Determining the Accuracy f Mdal Parameter Estimatin Methds by Michael Lee Ph.D., P.E. & Mar Richardsn Ph.D. Structural Measurement Systems Milpitas, CA Abstract The mst cmmn type f mdal testing system

More information

Revision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax

Revision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax .7.4: Direct frequency dmain circuit analysis Revisin: August 9, 00 5 E Main Suite D Pullman, WA 9963 (509) 334 6306 ice and Fax Overview n chapter.7., we determined the steadystate respnse f electrical

More information

, which yields. where z1. and z2

, which yields. where z1. and z2 The Gaussian r Nrmal PDF, Page 1 The Gaussian r Nrmal Prbability Density Functin Authr: Jhn M Cimbala, Penn State University Latest revisin: 11 September 13 The Gaussian r Nrmal Prbability Density Functin

More information

Pressure And Entropy Variations Across The Weak Shock Wave Due To Viscosity Effects

Pressure And Entropy Variations Across The Weak Shock Wave Due To Viscosity Effects Pressure And Entrpy Variatins Acrss The Weak Shck Wave Due T Viscsity Effects OSTAFA A. A. AHOUD Department f athematics Faculty f Science Benha University 13518 Benha EGYPT Abstract:-The nnlinear differential

More information

EDA Engineering Design & Analysis Ltd

EDA Engineering Design & Analysis Ltd EDA Engineering Design & Analysis Ltd THE FINITE ELEMENT METHOD A shrt tutrial giving an verview f the histry, thery and applicatin f the finite element methd. Intrductin Value f FEM Applicatins Elements

More information

Study Group Report: Plate-fin Heat Exchangers: AEA Technology

Study Group Report: Plate-fin Heat Exchangers: AEA Technology Study Grup Reprt: Plate-fin Heat Exchangers: AEA Technlgy The prblem under study cncerned the apparent discrepancy between a series f experiments using a plate fin heat exchanger and the classical thery

More information

Sections 15.1 to 15.12, 16.1 and 16.2 of the textbook (Robbins-Miller) cover the materials required for this topic.

Sections 15.1 to 15.12, 16.1 and 16.2 of the textbook (Robbins-Miller) cover the materials required for this topic. Tpic : AC Fundamentals, Sinusidal Wavefrm, and Phasrs Sectins 5. t 5., 6. and 6. f the textbk (Rbbins-Miller) cver the materials required fr this tpic.. Wavefrms in electrical systems are current r vltage

More information

Building to Transformations on Coordinate Axis Grade 5: Geometry Graph points on the coordinate plane to solve real-world and mathematical problems.

Building to Transformations on Coordinate Axis Grade 5: Geometry Graph points on the coordinate plane to solve real-world and mathematical problems. Building t Transfrmatins n Crdinate Axis Grade 5: Gemetry Graph pints n the crdinate plane t slve real-wrld and mathematical prblems. 5.G.1. Use a pair f perpendicular number lines, called axes, t define

More information

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA Mental Experiment regarding 1D randm walk Cnsider a cntainer f gas in thermal

More information

TABLE OF CONTENTS. SUMMARY (ii) ILLUSTRATIONS (iv) 1.0 INI RODUCTION STANDARD TEST METHODS 1

TABLE OF CONTENTS. SUMMARY (ii) ILLUSTRATIONS (iv) 1.0 INI RODUCTION STANDARD TEST METHODS 1 t# : 0^. j TEST REPORT CO SOUND ABSORPTION TESTS ON POLYURETHANE AND LIQUID SOAP FOAMS FOR ANECHOIC ENCLOSURES by G. KRISHNAPPA, G.G. LEVY, AND G.A. MAv MJLAY E.P. Cckshutt, Head Engine Labratry D.C. MacPhail

More information

SGP - TR - 30 PROCEEDINGS FOURTH WORKSHOP GEOTHERMAL RESERVOIR ENGINEERING. Editors. December13-15, , 1978 SGP - TR - 30 CONF

SGP - TR - 30 PROCEEDINGS FOURTH WORKSHOP GEOTHERMAL RESERVOIR ENGINEERING. Editors. December13-15, , 1978 SGP - TR - 30 CONF SGP - TR - 30 SGP - TR - 30 CON-781222-26 PROCEEDINGS OURTH WORKSHOP GEOTHERMAL RESERVOIR ENGINEERING Paul Paul Krugerand and Henry.. Ramey, Ramey., r. r. Editrs December13-15, 13-15., 1978 DISTRIBUTION

More information

Verification of Quality Parameters of a Solar Panel and Modification in Formulae of its Series Resistance

Verification of Quality Parameters of a Solar Panel and Modification in Formulae of its Series Resistance Verificatin f Quality Parameters f a Slar Panel and Mdificatin in Frmulae f its Series Resistance Sanika Gawhane Pune-411037-India Onkar Hule Pune-411037- India Chinmy Kulkarni Pune-411037-India Ojas Pandav

More information

Electric Current and Resistance

Electric Current and Resistance Electric Current and Resistance Electric Current Electric current is the rate f flw f charge thrugh sme regin f space The SI unit f current is the ampere (A) 1 A = 1 C / s The symbl fr electric current

More information

Engineering Approach to Modelling Metal THz Structures

Engineering Approach to Modelling Metal THz Structures Terahertz Science and Technlgy, ISSN 1941-7411 Vl.4, N.1, March 11 Invited Paper ngineering Apprach t Mdelling Metal THz Structures Stepan Lucyszyn * and Yun Zhu Department f, Imperial Cllege Lndn, xhibitin

More information

Interference is when two (or more) sets of waves meet and combine to produce a new pattern.

Interference is when two (or more) sets of waves meet and combine to produce a new pattern. Interference Interference is when tw (r mre) sets f waves meet and cmbine t prduce a new pattern. This pattern can vary depending n the riginal wave directin, wavelength, amplitude, etc. The tw mst extreme

More information

Bootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) >

Bootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) > Btstrap Methd > # Purpse: understand hw btstrap methd wrks > bs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(bs) > mean(bs) [1] 21.64625 > # estimate f lambda > lambda = 1/mean(bs);

More information

Investigation of a Single-Point Nonlinearity Indicator in One-Dimensional Propagation. 2 Theory

Investigation of a Single-Point Nonlinearity Indicator in One-Dimensional Propagation. 2 Theory Investigatin f a Single-Pint Nnlinearity Indicatr in One-Dimensinal Prpagatin Lauren Falc, Kent Gee, Anthny Atchley, Victr Sparrw The Pennsylvania State University, Graduate Prgram in Acustics, University

More information

Computational modeling techniques

Computational modeling techniques Cmputatinal mdeling techniques Lecture 4: Mdel checing fr ODE mdels In Petre Department f IT, Åb Aademi http://www.users.ab.fi/ipetre/cmpmd/ Cntent Stichimetric matrix Calculating the mass cnservatin relatins

More information

5 th grade Common Core Standards

5 th grade Common Core Standards 5 th grade Cmmn Cre Standards In Grade 5, instructinal time shuld fcus n three critical areas: (1) develping fluency with additin and subtractin f fractins, and develping understanding f the multiplicatin

More information

EXPERIMENTAL STUDY ON DISCHARGE COEFFICIENT OF OUTFLOW OPENING FOR PREDICTING CROSS-VENTILATION FLOW RATE

EXPERIMENTAL STUDY ON DISCHARGE COEFFICIENT OF OUTFLOW OPENING FOR PREDICTING CROSS-VENTILATION FLOW RATE EXPERIMENTAL STUD ON DISCHARGE COEFFICIENT OF OUTFLOW OPENING FOR PREDICTING CROSS-VENTILATION FLOW RATE Tmnbu Gt, Masaaki Ohba, Takashi Kurabuchi 2, Tmyuki End 3, shihik Akamine 4, and Tshihir Nnaka 2

More information

Least Squares Optimal Filtering with Multirate Observations

Least Squares Optimal Filtering with Multirate Observations Prc. 36th Asilmar Cnf. n Signals, Systems, and Cmputers, Pacific Grve, CA, Nvember 2002 Least Squares Optimal Filtering with Multirate Observatins Charles W. herrien and Anthny H. Hawes Department f Electrical

More information

寺尾, 道仁 ; TERAO, Michihito; 関根, 秀久 ; Author(s) Hidehisa. Proceedings of INTER-NOISE 95 : Ju Citation Newport Beach, California, USA, 95

寺尾, 道仁 ; TERAO, Michihito; 関根, 秀久 ; Author(s) Hidehisa. Proceedings of INTER-NOISE 95 : Ju Citation Newport Beach, California, USA, 95 \n Title A BOUNDARY ELEMENT APPROACH TO DET PROPERTIES OF HELMHOLTZ RESONATORS 寺尾, 道仁 ; TERAO, Michihit; 関根, 秀久 ; Authr(s) Hidehisa Prceedings f INTER-NOISE 95 : Ju Citatin Newprt Beach, Califrnia, USA,

More information

Numerical Simulation of the Thermal Resposne Test Within the Comsol Multiphysics Environment

Numerical Simulation of the Thermal Resposne Test Within the Comsol Multiphysics Environment Presented at the COMSOL Cnference 2008 Hannver University f Parma Department f Industrial Engineering Numerical Simulatin f the Thermal Respsne Test Within the Cmsl Multiphysics Envirnment Authr : C. Crradi,

More information

7.0 Heat Transfer in an External Laminar Boundary Layer

7.0 Heat Transfer in an External Laminar Boundary Layer 7.0 Heat ransfer in an Eternal Laminar Bundary Layer 7. Intrductin In this chapter, we will assume: ) hat the fluid prperties are cnstant and unaffected by temperature variatins. ) he thermal & mmentum

More information

Introduction to Smith Charts

Introduction to Smith Charts Intrductin t Smith Charts Dr. Russell P. Jedlicka Klipsch Schl f Electrical and Cmputer Engineering New Mexic State University as Cruces, NM 88003 September 2002 EE521 ecture 3 08/22/02 Smith Chart Summary

More information

ENSC Discrete Time Systems. Project Outline. Semester

ENSC Discrete Time Systems. Project Outline. Semester ENSC 49 - iscrete Time Systems Prject Outline Semester 006-1. Objectives The gal f the prject is t design a channel fading simulatr. Upn successful cmpletin f the prject, yu will reinfrce yur understanding

More information

Modeling the Nonlinear Rheological Behavior of Materials with a Hyper-Exponential Type Function

Modeling the Nonlinear Rheological Behavior of Materials with a Hyper-Exponential Type Function www.ccsenet.rg/mer Mechanical Engineering Research Vl. 1, N. 1; December 011 Mdeling the Nnlinear Rhelgical Behavir f Materials with a Hyper-Expnential Type Functin Marc Delphin Mnsia Département de Physique,

More information

AP Statistics Notes Unit Two: The Normal Distributions

AP Statistics Notes Unit Two: The Normal Distributions AP Statistics Ntes Unit Tw: The Nrmal Distributins Syllabus Objectives: 1.5 The student will summarize distributins f data measuring the psitin using quartiles, percentiles, and standardized scres (z-scres).

More information

ECE 2100 Circuit Analysis

ECE 2100 Circuit Analysis ECE 00 Circuit Analysis Lessn 6 Chapter 4 Sec 4., 4.5, 4.7 Series LC Circuit C Lw Pass Filter Daniel M. Litynski, Ph.D. http://hmepages.wmich.edu/~dlitynsk/ ECE 00 Circuit Analysis Lessn 5 Chapter 9 &

More information

Introduction: A Generalized approach for computing the trajectories associated with the Newtonian N Body Problem

Introduction: A Generalized approach for computing the trajectories associated with the Newtonian N Body Problem A Generalized apprach fr cmputing the trajectries assciated with the Newtnian N Bdy Prblem AbuBar Mehmd, Syed Umer Abbas Shah and Ghulam Shabbir Faculty f Engineering Sciences, GIK Institute f Engineering

More information

COASTAL ENGINEERING Chapter 2

COASTAL ENGINEERING Chapter 2 CASTAL ENGINEERING Chapter 2 GENERALIZED WAVE DIFFRACTIN DIAGRAMS J. W. Jhnsn Assciate Prfessr f Mechanical Engineering University f Califrnia Berkeley, Califrnia INTRDUCTIN Wave diffractin is the phenmenn

More information

OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION

OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION U. S. FOREST SERVICE RESEARCH PAPER FPL 50 DECEMBER U. S. DEPARTMENT OF AGRICULTURE FOREST SERVICE FOREST PRODUCTS LABORATORY OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION

More information

(1.1) V which contains charges. If a charge density ρ, is defined as the limit of the ratio of the charge contained. 0, and if a force density f

(1.1) V which contains charges. If a charge density ρ, is defined as the limit of the ratio of the charge contained. 0, and if a force density f 1.0 Review f Electrmagnetic Field Thery Selected aspects f electrmagnetic thery are reviewed in this sectin, with emphasis n cncepts which are useful in understanding magnet design. Detailed, rigrus treatments

More information

Time-domain lifted wavelet collocation method for modeling nonlinear wave propagation

Time-domain lifted wavelet collocation method for modeling nonlinear wave propagation Lee et al.: Acustics Research Letters Online [DOI./.] Published Online 8 August Time-dmain lifted wavelet cllcatin methd fr mdeling nnlinear wave prpagatin Kelvin Chee-Mun Lee and Wn-Seng Gan Digital Signal

More information

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 11 (3/11/04) Neutron Diffusion

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 11 (3/11/04) Neutron Diffusion .54 Neutrn Interactins and Applicatins (Spring 004) Chapter (3//04) Neutrn Diffusin References -- J. R. Lamarsh, Intrductin t Nuclear Reactr Thery (Addisn-Wesley, Reading, 966) T study neutrn diffusin

More information

Assume that the water in the nozzle is accelerated at a rate such that the frictional effect can be neglected.

Assume that the water in the nozzle is accelerated at a rate such that the frictional effect can be neglected. 1 HW #3: Cnservatin f Linear Mmentum, Cnservatin f Energy, Cnservatin f Angular Mmentum and Turbmachines, Bernulli s Equatin, Dimensinal Analysis, and Pipe Flws Prblem 1. Cnservatins f Mass and Linear

More information

CHARACTERIZATION OF A PERIODIC SURFACE PROFILE BY POLE-ZERO PARAMETERIZATION OF ELASTODYNAMIC PULSE REFLECTIONS * R.A. Roberts and J.D.

CHARACTERIZATION OF A PERIODIC SURFACE PROFILE BY POLE-ZERO PARAMETERIZATION OF ELASTODYNAMIC PULSE REFLECTIONS * R.A. Roberts and J.D. CHARACTERZATON OF A PERODC SURFACE PROFLE BY POLE-ZERO PARAMETERZATON OF ELASTODYNAMC PULSE REFLECTONS * R.A. Rberts and J.D. Achenbach The Technlgical nstitute Nrthwestern University Evanstn, L. 60201

More information

EHed of Curvature on the Temperature Profiles

EHed of Curvature on the Temperature Profiles PROC. OF THE OKLA. ACAD. OF SCI. FOR 1967 EHed f Curvature n the Temperature Prfiles in Cnduding Spines J. E. FRANCIS add R. V. KASER, University f Oklahma, Nrman and GORDON SCOFIELD, University f Missuri,

More information

A Few Basic Facts About Isothermal Mass Transfer in a Binary Mixture

A Few Basic Facts About Isothermal Mass Transfer in a Binary Mixture Few asic Facts but Isthermal Mass Transfer in a inary Miture David Keffer Department f Chemical Engineering University f Tennessee first begun: pril 22, 2004 last updated: January 13, 2006 dkeffer@utk.edu

More information

Lecture 13: Electrochemical Equilibria

Lecture 13: Electrochemical Equilibria 3.012 Fundamentals f Materials Science Fall 2005 Lecture 13: 10.21.05 Electrchemical Equilibria Tday: LAST TIME...2 An example calculatin...3 THE ELECTROCHEMICAL POTENTIAL...4 Electrstatic energy cntributins

More information

ChE 471: LECTURE 4 Fall 2003

ChE 471: LECTURE 4 Fall 2003 ChE 47: LECTURE 4 Fall 003 IDEL RECTORS One f the key gals f chemical reactin engineering is t quantify the relatinship between prductin rate, reactr size, reactin kinetics and selected perating cnditins.

More information

Current/voltage-mode third order quadrature oscillator employing two multiple outputs CCIIs and grounded capacitors

Current/voltage-mode third order quadrature oscillator employing two multiple outputs CCIIs and grounded capacitors Indian Jurnal f Pure & Applied Physics Vl. 49 July 20 pp. 494-498 Current/vltage-mde third rder quadrature scillatr emplying tw multiple utputs CCIIs and grunded capacitrs Jiun-Wei Hrng Department f Electrnic

More information

Lecture 23: Lattice Models of Materials; Modeling Polymer Solutions

Lecture 23: Lattice Models of Materials; Modeling Polymer Solutions Lecture 23: 12.05.05 Lattice Mdels f Materials; Mdeling Plymer Slutins Tday: LAST TIME...2 The Bltzmann Factr and Partitin Functin: systems at cnstant temperature...2 A better mdel: The Debye slid...3

More information

Solution to HW14 Fall-2002

Solution to HW14 Fall-2002 Slutin t HW14 Fall-2002 CJ5 10.CQ.003. REASONING AND SOLUTION Figures 10.11 and 10.14 shw the velcity and the acceleratin, respectively, the shadw a ball that underges unirm circular mtin. The shadw underges

More information

Chapter 4. Unsteady State Conduction

Chapter 4. Unsteady State Conduction Chapter 4 Unsteady State Cnductin Chapter 5 Steady State Cnductin Chee 318 1 4-1 Intrductin ransient Cnductin Many heat transfer prblems are time dependent Changes in perating cnditins in a system cause

More information

Synchronous Motor V-Curves

Synchronous Motor V-Curves Synchrnus Mtr V-Curves 1 Synchrnus Mtr V-Curves Intrductin Synchrnus mtrs are used in applicatins such as textile mills where cnstant speed peratin is critical. Mst small synchrnus mtrs cntain squirrel

More information

MODULE 1. e x + c. [You can t separate a demominator, but you can divide a single denominator into each numerator term] a + b a(a + b)+1 = a + b

MODULE 1. e x + c. [You can t separate a demominator, but you can divide a single denominator into each numerator term] a + b a(a + b)+1 = a + b . REVIEW OF SOME BASIC ALGEBRA MODULE () Slving Equatins Yu shuld be able t slve fr x: a + b = c a d + e x + c and get x = e(ba +) b(c a) d(ba +) c Cmmn mistakes and strategies:. a b + c a b + a c, but

More information

Displacement and Deflection Sensitivity of Gas-coupled Laser Acoustic. Detector

Displacement and Deflection Sensitivity of Gas-coupled Laser Acoustic. Detector 1st Internatinal Sympsium n Laser Ultrasnics: Science, echnlgy and Applicatins July 16-18 008, Mntreal, Canada Displacement and Deflectin Sensitivity f Gas-cupled Laser Acustic Detectin James N. CARON

More information

Theoretical study of third virial coefficient with Kihara potential

Theoretical study of third virial coefficient with Kihara potential Theretical study f third virial cefficient with Kihara ptential Jurnal: Manuscript ID cjp-017-0705.r Manuscript Type: Article Date Submitted by the Authr: 6-Dec-017 Cmplete List f Authrs: Smuncu E.; Giresun

More information

Materials Engineering 272-C Fall 2001, Lecture 7 & 8 Fundamentals of Diffusion

Materials Engineering 272-C Fall 2001, Lecture 7 & 8 Fundamentals of Diffusion Materials Engineering 272-C Fall 2001, Lecture 7 & 8 Fundamentals f Diffusin Diffusin: Transprt in a slid, liquid, r gas driven by a cncentratin gradient (r, in the case f mass transprt, a chemical ptential

More information

CHAPTER 3 INEQUALITIES. Copyright -The Institute of Chartered Accountants of India

CHAPTER 3 INEQUALITIES. Copyright -The Institute of Chartered Accountants of India CHAPTER 3 INEQUALITIES Cpyright -The Institute f Chartered Accuntants f India INEQUALITIES LEARNING OBJECTIVES One f the widely used decisin making prblems, nwadays, is t decide n the ptimal mix f scarce

More information

initially lcated away frm the data set never win the cmpetitin, resulting in a nnptimal nal cdebk, [2] [3] [4] and [5]. Khnen's Self Organizing Featur

initially lcated away frm the data set never win the cmpetitin, resulting in a nnptimal nal cdebk, [2] [3] [4] and [5]. Khnen's Self Organizing Featur Cdewrd Distributin fr Frequency Sensitive Cmpetitive Learning with One Dimensinal Input Data Aristides S. Galanpuls and Stanley C. Ahalt Department f Electrical Engineering The Ohi State University Abstract

More information

Math Foundations 20 Work Plan

Math Foundations 20 Work Plan Math Fundatins 20 Wrk Plan Units / Tpics 20.8 Demnstrate understanding f systems f linear inequalities in tw variables. Time Frame December 1-3 weeks 6-10 Majr Learning Indicatrs Identify situatins relevant

More information

Chapter 3: Cluster Analysis

Chapter 3: Cluster Analysis Chapter 3: Cluster Analysis } 3.1 Basic Cncepts f Clustering 3.1.1 Cluster Analysis 3.1. Clustering Categries } 3. Partitining Methds 3..1 The principle 3.. K-Means Methd 3..3 K-Medids Methd 3..4 CLARA

More information

Admissibility Conditions and Asymptotic Behavior of Strongly Regular Graphs

Admissibility Conditions and Asymptotic Behavior of Strongly Regular Graphs Admissibility Cnditins and Asympttic Behavir f Strngly Regular Graphs VASCO MOÇO MANO Department f Mathematics University f Prt Oprt PORTUGAL vascmcman@gmailcm LUÍS ANTÓNIO DE ALMEIDA VIEIRA Department

More information

Kinematic transformation of mechanical behavior Neville Hogan

Kinematic transformation of mechanical behavior Neville Hogan inematic transfrmatin f mechanical behavir Neville Hgan Generalized crdinates are fundamental If we assume that a linkage may accurately be described as a cllectin f linked rigid bdies, their generalized

More information

On Huntsberger Type Shrinkage Estimator for the Mean of Normal Distribution ABSTRACT INTRODUCTION

On Huntsberger Type Shrinkage Estimator for the Mean of Normal Distribution ABSTRACT INTRODUCTION Malaysian Jurnal f Mathematical Sciences 4(): 7-4 () On Huntsberger Type Shrinkage Estimatr fr the Mean f Nrmal Distributin Department f Mathematical and Physical Sciences, University f Nizwa, Sultanate

More information

Sensor and Simulation Notes. Note June A Family of Canonical Examples for High Frequency Propagation on unit Cell of Wave-Launcher Array

Sensor and Simulation Notes. Note June A Family of Canonical Examples for High Frequency Propagation on unit Cell of Wave-Launcher Array !. Sensr and Simulatin Ntes Nte 318 5 June 1989 WL-1051?-sSN-318 A Family f Cannical Examples fr High Frequency Prpagatin n unit Cell f Wave-Launcher Array D. V. Giri Pr-Tech, 125 University Avenue. Berkeley,

More information

ENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS

ENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS ENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS On cmpletin f this tutrial yu shuld be able t d the fllwing. Define viscsity

More information

ECEN620: Network Theory Broadband Circuit Design Fall 2012

ECEN620: Network Theory Broadband Circuit Design Fall 2012 ECEN60: Netwrk Thery Bradband Circuit Design Fall 01 Lecture 16: VCO Phase Nise Sam Palerm Analg & Mixed-Signal Center Texas A&M University Agenda Phase Nise Definitin and Impact Ideal Oscillatr Phase

More information

Effects of piezo-viscous dependency on squeeze film between circular plates: Couple Stress fluid model

Effects of piezo-viscous dependency on squeeze film between circular plates: Couple Stress fluid model Turkish Jurnal f Science & Technlgy Vlume 9(1), 97-103, 014 Effects f piez-viscus dependency n squeeze film between circular plates: Cuple Stress fluid mdel Abstract U. P. SINGH Ansal Technical Campus,

More information

Differentiation Applications 1: Related Rates

Differentiation Applications 1: Related Rates Differentiatin Applicatins 1: Related Rates 151 Differentiatin Applicatins 1: Related Rates Mdel 1: Sliding Ladder 10 ladder y 10 ladder 10 ladder A 10 ft ladder is leaning against a wall when the bttm

More information

Chapter 23 Electromagnetic Waves Lecture 14

Chapter 23 Electromagnetic Waves Lecture 14 Chapter 23 Electrmagnetic Waves Lecture 14 23.1 The Discvery f Electrmagnetic Waves 23.2 Prperties f Electrmagnetic Waves 23.3 Electrmagnetic Waves Carry Energy and Mmentum 23.4 Types f Electrmagnetic

More information

Examiner: Dr. Mohamed Elsharnoby Time: 180 min. Attempt all the following questions Solve the following five questions, and assume any missing data

Examiner: Dr. Mohamed Elsharnoby Time: 180 min. Attempt all the following questions Solve the following five questions, and assume any missing data Benha University Cllege f Engineering at Banha Department f Mechanical Eng. First Year Mechanical Subject : Fluid Mechanics M111 Date:4/5/016 Questins Fr Final Crrective Examinatin Examiner: Dr. Mhamed

More information

Cambridge Assessment International Education Cambridge Ordinary Level. Published

Cambridge Assessment International Education Cambridge Ordinary Level. Published Cambridge Assessment Internatinal Educatin Cambridge Ordinary Level ADDITIONAL MATHEMATICS 4037/1 Paper 1 Octber/Nvember 017 MARK SCHEME Maximum Mark: 80 Published This mark scheme is published as an aid

More information

( ) kt. Solution. From kinetic theory (visualized in Figure 1Q9-1), 1 2 rms = 2. = 1368 m/s

( ) kt. Solution. From kinetic theory (visualized in Figure 1Q9-1), 1 2 rms = 2. = 1368 m/s .9 Kinetic Mlecular Thery Calculate the effective (rms) speeds f the He and Ne atms in the He-Ne gas laser tube at rm temperature (300 K). Slutin T find the rt mean square velcity (v rms ) f He atms at

More information

THE TOPOLOGY OF SURFACE SKIN FRICTION AND VORTICITY FIELDS IN WALL-BOUNDED FLOWS

THE TOPOLOGY OF SURFACE SKIN FRICTION AND VORTICITY FIELDS IN WALL-BOUNDED FLOWS THE TOPOLOGY OF SURFACE SKIN FRICTION AND VORTICITY FIELDS IN WALL-BOUNDED FLOWS M.S. Chng Department f Mechanical Engineering The University f Melburne Victria 3010 AUSTRALIA min@unimelb.edu.au J.P. Mnty

More information

Modelling of NOLM Demultiplexers Employing Optical Soliton Control Pulse

Modelling of NOLM Demultiplexers Employing Optical Soliton Control Pulse Micwave and Optical Technlgy Letters, Vl. 1, N. 3, 1999. pp. 05-08 Mdelling f NOLM Demultiplexers Emplying Optical Slitn Cntrl Pulse Z. Ghassemly, C. Y. Cheung & A. K. Ray Electrnics Research Grup, Schl

More information

Transduction Based on Changes in the Energy Stored in an Electrical Field

Transduction Based on Changes in the Energy Stored in an Electrical Field Lecture 6-3 Transductin Based n Changes in the Energy Stred in an Electrical ield Department f Mechanical Engineering Example:Capacitive Pressure Sensr Pressure sensitive capacitive device With separatin

More information

Free Vibrations of Catenary Risers with Internal Fluid

Free Vibrations of Catenary Risers with Internal Fluid Prceeding Series f the Brazilian Sciety f Applied and Cmputatinal Mathematics, Vl. 4, N. 1, 216. Trabalh apresentad n DINCON, Natal - RN, 215. Prceeding Series f the Brazilian Sciety f Cmputatinal and

More information

7 TH GRADE MATH STANDARDS

7 TH GRADE MATH STANDARDS ALGEBRA STANDARDS Gal 1: Students will use the language f algebra t explre, describe, represent, and analyze number expressins and relatins 7 TH GRADE MATH STANDARDS 7.M.1.1: (Cmprehensin) Select, use,

More information

Drought damaged area

Drought damaged area ESTIMATE OF THE AMOUNT OF GRAVEL CO~TENT IN THE SOIL BY A I R B O'RN EMS S D A T A Y. GOMI, H. YAMAMOTO, AND S. SATO ASIA AIR SURVEY CO., l d. KANAGAWA,JAPAN S.ISHIGURO HOKKAIDO TOKACHI UBPREFECTRAl OffICE

More information

The Destabilization of Rossby Normal Modes by Meridional Baroclinic Shear

The Destabilization of Rossby Normal Modes by Meridional Baroclinic Shear The Destabilizatin f Rssby Nrmal Mdes by Meridinal Barclinic Shear by Jseph Pedlsky Wds Hle Oceangraphic Institutin Wds Hle, MA 0543 Abstract The Rssby nrmal mdes f a tw-layer fluid in a meridinal channel

More information

Figure 1a. A planar mechanism.

Figure 1a. A planar mechanism. ME 5 - Machine Design I Fall Semester 0 Name f Student Lab Sectin Number EXAM. OPEN BOOK AND CLOSED NOTES. Mnday, September rd, 0 Write n ne side nly f the paper prvided fr yur slutins. Where necessary,

More information

Chaotic behavior of the piccolo

Chaotic behavior of the piccolo Buens Aires 5 t 9 September, 2016 Acustics fr the 21 st Century PROCEEDINGS f the 22 nd Internatinal Cngress n Acustics Numerical Cmputatin in Musical Acustics: Paper ICA2016-54 Chatic behavir f the piccl

More information

3.4 Shrinkage Methods Prostate Cancer Data Example (Continued) Ridge Regression

3.4 Shrinkage Methods Prostate Cancer Data Example (Continued) Ridge Regression 3.3.4 Prstate Cancer Data Example (Cntinued) 3.4 Shrinkage Methds 61 Table 3.3 shws the cefficients frm a number f different selectin and shrinkage methds. They are best-subset selectin using an all-subsets

More information

Exercise 3 Identification of parameters of the vibrating system with one degree of freedom

Exercise 3 Identification of parameters of the vibrating system with one degree of freedom Exercise 3 Identificatin f parameters f the vibrating system with ne degree f freedm Gal T determine the value f the damping cefficient, the stiffness cefficient and the amplitude f the vibratin excitatin

More information

the results to larger systems due to prop'erties of the projection algorithm. First, the number of hidden nodes must

the results to larger systems due to prop'erties of the projection algorithm. First, the number of hidden nodes must M.E. Aggune, M.J. Dambrg, M.A. El-Sharkawi, R.J. Marks II and L.E. Atlas, "Dynamic and static security assessment f pwer systems using artificial neural netwrks", Prceedings f the NSF Wrkshp n Applicatins

More information

MATHEMATICS SYLLABUS SECONDARY 5th YEAR

MATHEMATICS SYLLABUS SECONDARY 5th YEAR Eurpean Schls Office f the Secretary-General Pedaggical Develpment Unit Ref. : 011-01-D-8-en- Orig. : EN MATHEMATICS SYLLABUS SECONDARY 5th YEAR 6 perid/week curse APPROVED BY THE JOINT TEACHING COMMITTEE

More information

ECEN 4872/5827 Lecture Notes

ECEN 4872/5827 Lecture Notes ECEN 4872/5827 Lecture Ntes Lecture #5 Objectives fr lecture #5: 1. Analysis f precisin current reference 2. Appraches fr evaluating tlerances 3. Temperature Cefficients evaluatin technique 4. Fundamentals

More information

Heat Management Methodology for Successful UV Processing on Heat Sensitive Substrates

Heat Management Methodology for Successful UV Processing on Heat Sensitive Substrates Heat Management Methdlgy fr Successful UV Prcessing n Heat Sensitive Substrates Juliet Midlik Prime UV Systems Abstract: Nw in 2005, UV systems pssess heat management cntrls that fine tune the exthermic

More information

Technology, Dhauj, Faridabad Technology, Dhauj, Faridabad

Technology, Dhauj, Faridabad Technology, Dhauj, Faridabad STABILITY OF THE NON-COLLINEAR LIBRATION POINT L 4 IN THE RESTRICTED THREE BODY PROBLEM WHEN BOTH THE PRIMARIES ARE UNIFORM CIRCULAR CYLINDERS WITH EQUAL MASS M. Javed Idrisi, M. Imran, and Z. A. Taqvi

More information

Dispersion Ref Feynman Vol-I, Ch-31

Dispersion Ref Feynman Vol-I, Ch-31 Dispersin Ref Feynman Vl-I, Ch-31 n () = 1 + q N q /m 2 2 2 0 i ( b/m) We have learned that the index f refractin is nt just a simple number, but a quantity that varies with the frequency f the light.

More information

^YawataR&D Laboratory, Nippon Steel Corporation, Tobata, Kitakyushu, Japan

^YawataR&D Laboratory, Nippon Steel Corporation, Tobata, Kitakyushu, Japan Detectin f fatigue crack initiatin frm a ntch under a randm lad C. Makabe," S. Nishida^C. Urashima,' H. Kaneshir* "Department f Mechanical Systems Engineering, University f the Ryukyus, Nishihara, kinawa,

More information

Surface and Contact Stress

Surface and Contact Stress Surface and Cntact Stress The cncept f the frce is fundamental t mechanics and many imprtant prblems can be cast in terms f frces nly, fr example the prblems cnsidered in Chapter. Hwever, mre sphisticated

More information

A PLETHORA OF MULTI-PULSED SOLUTIONS FOR A BOUSSINESQ SYSTEM. Department of Mathematics, Penn State University University Park, PA16802, USA.

A PLETHORA OF MULTI-PULSED SOLUTIONS FOR A BOUSSINESQ SYSTEM. Department of Mathematics, Penn State University University Park, PA16802, USA. A PLETHORA OF MULTI-PULSED SOLUTIONS FOR A BOUSSINESQ SYSTEM MIN CHEN Department f Mathematics, Penn State University University Park, PA68, USA. Abstract. This paper studies traveling-wave slutins f the

More information

CHAPTER 8b Static Equilibrium Units

CHAPTER 8b Static Equilibrium Units CHAPTER 8b Static Equilibrium Units The Cnditins fr Equilibrium Slving Statics Prblems Stability and Balance Elasticity; Stress and Strain The Cnditins fr Equilibrium An bject with frces acting n it, but

More information

Chem 115 POGIL Worksheet - Week 8 Thermochemistry (Continued), Electromagnetic Radiation, and Line Spectra

Chem 115 POGIL Worksheet - Week 8 Thermochemistry (Continued), Electromagnetic Radiation, and Line Spectra Chem 115 POGIL Wrksheet - Week 8 Thermchemistry (Cntinued), Electrmagnetic Radiatin, and Line Spectra Why? As we saw last week, enthalpy and internal energy are state functins, which means that the sum

More information

Methods for Determination of Mean Speckle Size in Simulated Speckle Pattern

Methods for Determination of Mean Speckle Size in Simulated Speckle Pattern 0.478/msr-04-004 MEASUREMENT SCENCE REVEW, Vlume 4, N. 3, 04 Methds fr Determinatin f Mean Speckle Size in Simulated Speckle Pattern. Hamarvá, P. Šmíd, P. Hrváth, M. Hrabvský nstitute f Physics f the Academy

More information

A Matrix Representation of Panel Data

A Matrix Representation of Panel Data web Extensin 6 Appendix 6.A A Matrix Representatin f Panel Data Panel data mdels cme in tw brad varieties, distinct intercept DGPs and errr cmpnent DGPs. his appendix presents matrix algebra representatins

More information

ECE 5318/6352 Antenna Engineering. Spring 2006 Dr. Stuart Long. Chapter 6. Part 7 Schelkunoff s Polynomial

ECE 5318/6352 Antenna Engineering. Spring 2006 Dr. Stuart Long. Chapter 6. Part 7 Schelkunoff s Polynomial ECE 538/635 Antenna Engineering Spring 006 Dr. Stuart Lng Chapter 6 Part 7 Schelkunff s Plynmial 7 Schelkunff s Plynmial Representatin (fr discrete arrays) AF( ψ ) N n 0 A n e jnψ N number f elements in

More information

39th International Physics Olympiad - Hanoi - Vietnam Theoretical Problem No. 1 /Solution. Solution

39th International Physics Olympiad - Hanoi - Vietnam Theoretical Problem No. 1 /Solution. Solution 39th Internatinal Physics Olympiad - Hani - Vietnam - 8 Theretical Prblem N. /Slutin Slutin. The structure f the mrtar.. Calculating the distance TG The vlume f water in the bucket is V = = 3 3 3 cm m.

More information

Uncertainties in TRP Measurements Due to Finite Range Lengths

Uncertainties in TRP Measurements Due to Finite Range Lengths Uncertainties in TRP Measurements Due t Finite Range Lengths James D Huff Carl W Sirles The Hwland Cmpany, Inc 4540 Atwater Curt, Suite 107 Bufrd, Gergia 30518 Abstract Ttal Radiated Pwer (TRP) and Ttal

More information

1. Transformer A transformer is used to obtain the approximate output voltage of the power supply. The output of the transformer is still AC.

1. Transformer A transformer is used to obtain the approximate output voltage of the power supply. The output of the transformer is still AC. PHYSIS 536 Experiment 4: D Pwer Supply I. Intrductin The prcess f changing A t D is investigated in this experiment. An integrated circuit regulatr makes it easy t cnstruct a high-perfrmance vltage surce

More information

The standards are taught in the following sequence.

The standards are taught in the following sequence. B L U E V A L L E Y D I S T R I C T C U R R I C U L U M MATHEMATICS Third Grade In grade 3, instructinal time shuld fcus n fur critical areas: (1) develping understanding f multiplicatin and divisin and

More information

Short notes for Heat transfer

Short notes for Heat transfer Furier s Law f Heat Cnductin Shrt ntes fr Heat transfer Q = Heat transfer in given directin. A = Crss-sectinal area perpendicular t heat flw directin. dt = Temperature difference between tw ends f a blck

More information

APPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL

APPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL JP2.11 APPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL Xingang Fan * and Jeffrey S. Tilley University f Alaska Fairbanks, Fairbanks,

More information

Thermodynamics and Equilibrium

Thermodynamics and Equilibrium Thermdynamics and Equilibrium Thermdynamics Thermdynamics is the study f the relatinship between heat and ther frms f energy in a chemical r physical prcess. We intrduced the thermdynamic prperty f enthalpy,

More information