J. C. Moulder,1 P. J. Shull,1 and T. E. CapObianc02

Size: px
Start display at page:

Download "J. C. Moulder,1 P. J. Shull,1 and T. E. CapObianc02"

Transcription

1 UNIFORM FIELD EDDY CURRENT PROBE: EXPERIMENTS AND INVERSION FOR REALISTIC FLAWS* INTRODUCTION J. C. Mulder,1 P. J. Shull,1 and T. E. CapObian02 1Frature and Defrmatin Divisin 2Eletrmagneti Tehnlgy Divisin Natinal Bureau f Standards Bulder, Clrad Unifrm field eddy urrent (UFEC) prbes perate by interrgating flaws with a spatially unifrm eletrmagneti field. Their use in quantitative NDE is partiularly attrative beause theretial mdels f the field-flaw interatin are greatly simplified by the assumptin f a unifrm field. This in turn leads t muh simpler invers in prtls fr determin ing flaw sizes frm measurements. A thery fr the interatin f a unifrm interrgating field with three-dimensinal surfae flaws in the limit f small skin depth (a/6» 1) has been develped by B. A. Auld and his -wrkers at Stanfrd University [1-3J. Last year, E. Smith reprted the first quantitative measurements n fatigue raks and EDM nthes with an "essentially" unifrm field eddy urrent prbe, demnstrat ing exellent agreement between thery and experiment [4J. We reprt here the results f an extensive series f measurements t evaluate in detail the use f unifrm field eddy urrent prbes fr quantitative NDE. As desribed in a mpanin paper [5), we designed and built tw UFEC prbes that perate in the frequeny ranges f 0.5 t 4 and 2 t 8 MHz. The prbes were alibrated with either ylindrial r part-spherial reesses frmed by eletrial-disharge mahining. We used these prbes t study a number f surfae-nneted, semielliptial EDM slts and atual fatigue raks in a variety f materials, inluding 7075 A1, Ti-6A1-4V, and Haynes 188 allys. Beause f the limited spae available, we reprt nly the results fr high-frequeny measurements n EDM nthes and fatigue raks in Ti-6A1-4V. Flaws ranged in length frm 0.5 t 3.0 mm and in depth frm 0.25 t 1.5 mm. AII. measurements and alibratins were perfrmed with an autmati netwrk analyzer. We mpare measured flaw signals with the preditins f Auld's unifrm field thery, and the limits f appliabillty f the thery are determined. We als explre the auray with whih flaw depth an be determined uslng a simple leasţ-squares invers in algrithm. *Cntributin f the Natinal Bureau f Standards; nt subjet t pyright in the United States. 601

2 THEORY The general âz thery fr the interatin f a spatially unifrm magneti field with tw- and three-dimensinal flaws has been develped by Auld et al. [1-3]. In the limit f small skin depth, the hange in prbe impedane aused by a flaw an be represented as (1) where H/I is the magneti field strength per unit urrent, a is the ndutivit" 2 is the flaw length, âu is the flaw width, 6 is skin depth. IO and Iare shape fatrs that depend nly n a/ (a is flaw depth); they must be alulated fr the partiular flaw gemetry. The three terms in Eq. 1 rrespnd rughly t resistive lsses at the rak rners, the wall impedane f urrent flwing ver the flaw surfaes, and Faraday indutin due t the vlume enlsed by urrents enirling the flaw [2]. It is lear frm Eq. 1 that the flaw signal âz is prprtinal t the square f the magneti field strength and inversely prprtinal t the ndutivity f the wrkpiee. âz depends n frequeny nly thrugh the skin depth 6 = {2/~wa. âz depends strngly upn the flaw length, but depends n flaw depth nly thrugh IO and 11 The I's apprpriate t ret angular and semi-elliptial flaws were alulated numerially last year at Stanfrd University and published in referene [3]. This year it was disvered that the values fr IO fr semi-elliptial flaws published last year are in errr fr values f a/ > These were realulated this year by Steve Jefferies at Stanfrd and the new values are shwn in Table 1. Fr use in the invers in f flaw signals, the numerially alulated values f IO and 11 were fit t plynmials by a nnlinear least-squares predure, giving and 2 ~O = (~) (~) (~) (~) (~) (2) (3) Table 1. Values fr the shape parameter IO used in Eq. 1. Curtesy f S. Jefferies, Stanfrd University. a/ I O

3 CALIBRATION Fr quantitative measurements alibratin is extremely imprtant sine, t alulate ~Z fr a partiular prbe, it is neessary t knw H/I. Fr air re prbes, ne may alulate this quantity using the results f Ddd and Deeds fr a vertial il [6] r Burke fr a hrizntal il [7]. But fr ferrite re prbes like the NBS UFEC prbe, analytial expressins fr the field strength are nt available and the field strength must either be measured r alulated numerially. We hse t use a predure first suggested by B. A. Auld [8J and used last year by Smith [4J. The methd nsists f measuring the impedane hange ~z aused by a ylindrial reess f depth greater than the skin depth and alulat ing H/I frm the expressin ~z 2 i (L) 2 (4) 1 where A is the surfae area f the reess and d is its depth. This frmula was adapted by Auld frm a mirwave perturbatin thery slutin fr a smth dimple in the surfae f a perfet ndutr [8J. Smith fund that t btain agreement f alulated and measured flaw signals, the numerial fatr f.2 in Eq. 4 had t be replaed by a fatr f 1 [4J. We nfirmed his result this year in aur measurements n ylindrial reesses in Ti-6A~-4V ( = 5.9 x 105 S/m). Fr a reess 0.78 mm in diameter and 0.83 mm deep (d/ > 2), the values f H/I alulated using the fatr f 1 in Eq. 4 gave exellent agreement f alulated and experimental ~Z values fr a ser ies f EDM nthes. These results are shwn in Fig. 8 f referene [5J. Fr anther reess 0.77 mm dia. x 0.40 mm deep (d/ = 1), a fatr f 1.2 in Eq. 4 gave gd agreement f alulated and measured flaw signals. Sine these reesses had t be quite deep ta meet the riterin d/ > 2, the disrepany between Eq. 4 and measurement may be related t the fat that the ylinders very little resemble a smth dimple. T apprximate mre lsely the theretial assumptins, we made reesses in the shape f a spherial ap in the same titanium ally. Calibratin with a reess that was deeper than the skin depth (1.46 mm surfae diameter, 0.89 mm radius, and 0.37 mm depth) gave exellent agreement f thery and experiment fr the same EDM slts when a fatr f 2 was used in Eq. 4 and with the apprpriate vlume substituted fr Ad. Fr a spherial ap apprximately the same depth as the skin depth (0.67 mm surfae diameter, 0.42 mm radius, and 0.19 mm depth), a fatr f 4 gave the best results. Thus, we find that Eq. 4 may be generalized t (5 ) where V is the vlume f the reess (either ylindrial r spherial) and C is an empirial shape fatr whse value depends an the shape and depth f the reess relative ta O, as desribed abve. Reently, R. Cllins and his lleagues at University Cllege Lndn have derived analytial expressins fr the eletri and magneti fields inside axisymmetri surfae flaws (inluding ylinders and spherial aps) interrgated with a unifrm field in the small skin depth limit [9, 10J. This raises the pssibility f alulat ing ~Z exatly fr ylindrial and spherial-ap reesses. 603

4 Anther pssible alibrat in methd is t measure âz fr an EDM nth f knwn dimensins, then t determine H/I by fring the alulated flaw signals int agreement with experimental signals. Results f alibrating the NBS UFEC prbe using these different methds are shwn in Figure 1. Agreement is exellent amng the different alibrat in predures, exept at the lwest frequenies, where d/~ < 2 fr tw f the artifats. EXPERIMENT As desribed in the mpanin paper [5], ali measurements were made with a mputer-ntrl led autmati netwrk analyzer that measured prbe impedane at 401 disrete frequenies distributed unifrmly ver the frequeny range f 2 t 8 MHz. Eah measurement was the result f signal averaging 64 times; n fewer than five independent measurements n eah flaw were smthed with a ten-pint running average and then averaged t btain the final result. A measurement nsisted f measuring the impedane f the prbe n and ff the flaw ver the stated frequeny range, and then mputing the vetr differene f the tw impedanes. The prbe was psitined by a mputer-ntrl led x-y psitiner. Liftff in the z diretin was ntrlled with a manual mirpsitiner; tilt in the x-z and "y-z planes uld be independently adjusted. As desribed in referene [5], the prbe was extreffiely sensitive t hanges in tilt r liftff during the measurements and it was neessary t ntrl these parameters very lsely. A series f five semi-elliptial EDM slts were prepared in a speimen f Ti-6AR.-4V 7.5 m wide, 21" m lng, and 1 m thik. They ranged in length frm 0.5 t 2.5 mm and in depth frm 0.33 t 1.05 mm; their exat dimensins are given in Table 2 f referene [5]. The fatigue raks that we studied were grwn in similarly sized speimens f Ti-6Ai-4V by W. Rummel and wrkers [11]. They were grwn in antilevered bending. The lengths and estimated depths f these flaws are shwn in Table 2. Lengths were measured ptially during grwth f the raks; depths were estimated frm the lengths using the expeted aspets rati f al = Three additinal fatigue raks in a Ti-6A~-4V speimen 3.5 m x 23 m x 0.6 that were measured are als shwn in Table 2 (MM2A-C). RESULTS The magnitude and phase" f âz fr fur f the semi-elliptial EDM slts are shwn in Fig. 2 and 3, where they are mpared with alulated signals btained using the spherial-ap alibratin methd t determine H/I. Crrespnding results btained using a ylindrial reess t alibrate the prbe are shwn in Fig. 8 f referene [5]. Fr bth alibratin methds the agreement between the alulated and measured magnitude f âz is exellent fr the larger flaws (within ±5 perent). Fr frequenies less than 3 MHz, thery and experiment diverge smewhat wing t the fat that d/~ fr the alibratin reesses fell belw 2.0 at these frequenies. The effet is mre prnuned in the ase f the ylindrial reess alibrat in. The agreement between thery and experiment fr the phase f âz is better fr the spherial alibratln methd, and this is the alibrat in methd we use in the remainder f this paper. Fr the smallest flaw shwn in Figure 2, NBS15D, thery and experiment diverge fr frequenies belw 7 MHz, but at this frequeny a/6 fr this flaw is nly 1.6. This shws that the limits f appliability f the thery extend t a/~ = 1.6, whih is less nservative than the usual estimate f 604

5 Cylinder - Sphere Sphere 2 - EDM Slt 'E ~ I 10.0 O ~.O 8.0 Frequeny Fig. 1. Calibrat in urves f magneti-field intensity per unit urrent fr unifrm field eddy urrent prbe, btained using three different types f artifats. Fig. 2. : N 10.0 <1 -;; Ql 'C :l...,... O> ::>: '" NBS 15A - N8S 15B NBS 15C - NBS 15D Frequeny (MHz) Measurements (slid lines) f the magnitude f the flaw signals frm fur different semi-elliptial EDM slts in Ti-6Ai-4V mpared with theretial preditins (symbls) C Ql E N <l ;; Ql <f) r A - B " - C - O b') 40 ~ Frequeny (MHz) Fig. 3. Measurements (slid lines) f the phase f the flaw signals frm fur different semi-elliptial EDM slts in Ti-6A~-4V mpared with theretial preditins (symbls). 605

6 Table 2. Ti-6A~-4V Fatigue Craks Speimen Length Estimated ID ( mm) Depth (mm) NBSF1A NBSF1B NBSF2A NBSF2B NBSF3A NBSF3B NBSF4A NBSF4B NBSF5A NBSF5B MM2A MM2B MM2C wuld have required perating the prbe at 15 MHz. The exellent agreement between thery and experiment is very enuraging, beause n adjustable parameters were used in alulating flaw signals. A mparisn f measured and alulated flaw signals fr five fatigue raks in Ti-6A~-4V is shwn in Figure 4. Flaw dimensins used fr the alulatins were the ptially measured lengths and estimated depths shwn in Table 2. Flaw width was arbitrarily set t 1 pm. Changing the rak width t 10 pm inreased ~Z by nly 3-4 perent. As shwn in Figure 4, the agreement between thery and experiment is exellent fr these fatigue raks, whih ranged in length frm 1.0 t 1.5 mm. Fr the smallest fatigue raks we examined (NBSF2A and B, results nt shwn) the nditin al > 1.6 uld nt be attained. A similar mparisn fr fur f the larger fatigue raks (2 = mm) is shwn in Figure 5. Fr these fur flaws the measured flaw signal was nsistently lwer than the flaw signal alulated using estimated flaw sizes. The differene in depth neessary t aunt fr the disrepany ranged frm 32 t 42 perent, as determined by using the inversin predure desribed belw. These differenes are disussed mre fully in the next setin. INVERSION With the exeptin f the puzzling results shwn in Figure 5, the agreement between thery and experiment is exellent fr bth EDM slts and fatigue raks. This suggests that a simple invers in predure may be devised t determine the flaw sizes frm eddy urrent measurements. Pssible apprahes t the mplete invers in prblem have been nsidered befre [2J. In priniple, it is pssible t derive bth the length and depth f a fatigue 606

7 O)... Fig O Thery - Experi.llnt 0. 1 L ~ N < 'O ~ :: a. 10. O I Frequeny (MHz) Cmparisns f thery and experiment fr five fatigue raks grwn in Ti-6Ai-4V. AII r aks were less than 1.5 mm lng. Fig ~ N <l -:; :.. :: '" 'O Z 100 la ţ- 1 t Best Flt 4tual Fie", Silit - EXl:ler l l1ent 6 n N8SF "~ 1 la l NBSFtB 100 "... n u MM l- a a a a a "... NBSFIA Frequeny (MHz) Cmparisn f measured and predited flaw signals fr fur fatigue raks in Ti-6H-4V. All raks were greater than 2.0 mm lng. I

8 rak frm measurements at three r mre frequenies. Hwever, as shwn in Eq. 1, ~Z depends strngly n flaw length, but nly indiretly n flaw depth thrugh the dependene f IO and 11 n ale. Rather than attempting a full invers in, we assumed that the length f the flaw uld be determined easily with a nventinal, nnunifrm field prbe using the imaging nepts suggested by Auld t determine flaw length frm the shape f the flaw prfile btained frm a se an dwn the length f the flaw [12J. lf the flaw length is knwn, it is quite simple t invert the measurements t btain flaw depth. This is the apprah we tk. Flaw length was assumed t be the atual length f the flaw in the ase f the EDM nthes r, in the ase f fatigue raks, the' ptially measured length. Flaw depth was then determined by minimizing the rt-mean-square differene between measured and alulated flaw signals. This was amplished n a prtable mirmputer using a mmerial spread sheet prgram t demnstrate the simpliity f the invers in predure. Results f using this invers in methd t estimate the depths f the EDM nthes we measured are shwn in Fig. 6a. In ali but ne ase the predited depths are within ±O.l rm f the atual depth. Results fr the invers in f the fatigue rak meas urements are shwn in Fig. 6b. Fr the smaller flaws (a < 0.5 rm), the invers in results are als exellent, but fr the Iar ger flaws the dis repanies firs t shwn in Fig..5 are evident. The nature f the disrepany in the invers in results is suh that measured flaw signals underpredit the flaw depths by up t 42 perent. Beause this an have serius impliatins when using eddy urrent methds t size flaws, we brke pen fur flaws, three f whih exhibited serius disrepanies, t determine their atual sizes. The results are listed in Table 3; they shw that in ali ases the atual flaw dimensins were lse t the estimated dimensins. The flaw lengths listed in Table 3 under the heading "NBS Preditin" were determined by ething the speimen surfae and then measuring the flaw length with the speimen in an unladed nditin, us ing a traveling mirspe. Flaw depths were then alulated by using this length as an input t the invers in predure desribed befre. This methd E D - NBS15 D - Brken D - MM4 D - Unbrken E 1.00 ~ S.OO C. II> Q) a 'D 'C Q) Q) D <..> <..> ; ; Q).. a.... a E D O 0.00 ~ Fig. 6. -L ~ ~ -L L- ~ ~ -'-_--L ~_-L I-.,_~ Atual Depth (mm) b A tua 1 Depth (nun) Inversin results fr (a) semi-elliptial EDM slts and (b) fatigue raks in Ti-6A~-4V. Flaw depths predited by the invers in predure are pltted against the atual depths, r, in the ase f unbrken fatigue raks, the estimated depth. 608

9 Table 3. Ti-6A~-4V Fatigue Crak Results Speimen MM Estimate NBS Preditin Atual Per ent ID 2 a 2 a 2 a Differene (mm) (mm) (mm) (mm) (mm) (mm) ( Depth) NBSF1A % NBSF1B % NBSF5A % NBSF5B % underestimated the flaw depths by up t 42 perent.- Fr ne f the flaws that was brken (NBSF5A), the predited depth was nly 0.1 mm less than the atual depth; this is nsidered aeptable agreement. The disrepany in inverted flaw depths is diffiult t explain. The exellent agreement between thery and experiment fr EDM slts and smaller fatigue raks wuld seem t indiate the thery is valid as lng as the nditin a/6 > 1.6 is met. There is n reasn t expet the thery t break dwn fr fatigue raks, sine we fund gd agreement in sme ases. It is diffiult t asribe the prblem t measurement errrs, sine the disrepany arises fr larger flaws, where. the signal-t-nise rati is highest. It als seems unlikely that randm errrs wuld.result in unifrmly underestimating flaw sizes. One pssible explanatin that is nsistent with the bservatins is that lsure fres n the rak faes aused partial ntat, shrt-iruiting the eddy urrents flwing arund the flaw. That this shuld nly ~r fr the lnger raks is nsistent with the fat that the lnger raks had a greater stress intensity fatr dur ing grwth. This uld ause greater plasti defrmatin at the rak tip, leading t greater lsure fres. But, befre this an be nsidered a valid explanatin f the bserved disrepanies, a mre nlusive experiment needs t be perfrmed demnstrat ing that 6Z hanges when the rak is pened under lad. CONCLUSIONS A UFEC prbe was designed and fabriated at NBS and used t study a series f semi-elliptial EDM slts and fatigue raks in Ti-6A~-4V. Frm this study the fllwing nlusins emerge: Calibrat in f a UFEC prbe an be arried ut with any f three alibrat in artifats -- ylindrial reess, spherial ap, r EDM slt. Empirial shape fa trs needed t alulate H/I were determined fr ylindrial and spherial reesses. Measurements n ali EDM slts and thse fatigue raks less than 1.5 mm lng were in exellent agreement with the preditins f Auld's unifrm field thery fr a/6 > 1.6. Fr larger fatigue raks, measurements underestimated flaw depth by up t 42 perent. Crak lsure fres ating n the lnger raks is ne pssible explanatin that is nsistent with experimental bservatins. A simple methd fr inverting UFEC measurements t btain flaw depth when the length is knwn was demnstrated. Predited depths were within ±O.1 mm in the absene f pssible lsure effets. 609

10 ACKNOWLEDGMENTS This wrk was spnsred by the Center fr Advaned Nndestrutive Evaluat in, perated by the Ames Labratry, USDOE, fr the Air Fre Wright Aernautial Labratries/Materials Labratry under Cntrat Number W ENG-82 with Iwa State University. Fatigue raks were prvided by W. Rummel, B. Christner, and D. Lng f Martin Marietta Denver Aerspae. We thank W. Rummel fr numerus helpful disussins n eddy urrent methds and fr his ntinuing interest in this wrk. We are grateful t S. Jefferies f Stanfrd University fr ntributing new alulatins f the shape fatr used in Eq. 1. We espeially thank B. A. Auld f Stanfrd University fr ntinuing enuragement and fr prviding many useful insights int the theretial mdel and the alibrat in methds used here. We als thank E. Smith f Lkheed-Sunnyvale fr helpful disussins n the experiment. We were aided in this study by the skilled prgramming f S. Ciira and by the areful measurements ntributed by C. Cherne. REFERENCES 1. B. A. Auld, F. G. Muennemann, and D. K. Winslw, J. Nndestrutive Evaluatin 2, 1 (1981). 2. B. A. Auld, F. G. Muennemann, and M. Riaziat, Quantitative mdeling f flaw respnses in eddy urrent testing, in: "Researh Tehniques in Nndestrutive Testing, VI. VII," R. S.Sharpe, ed., Aademi Press, Lndn (1984). 3. B. A. Auld, S. Jefferies, J. C. Mulder, and J. C. Gerlitz, Semielliptial surfae flaw EC interatin and inversin: thery, in: "Review f Prgress in Quantitative Nndestrutive Evaluatin 5A,"" D. O. Thmpsn and D. E. Chimenti, eds., Plenum Press, New Yrk (1986). 4. E. Smith, Appliatin f unifrm field eddy urrent tehnique t 3-D EDM nthes and fatigue raks, in: "Review f Prgress in Quantitative Nndestrutive Evaluatin 5A:" D. O. Thmpsn and D. E. Chimenti, P. C. S. B. R. R. W. B. eds., Plenum Press, New Yrk (1986). J. Shull, T. E. Capbian, and J. C. Mulder, Design and haraterizatin f unifrm field eddy urrent prbes, these' preedings. V. Ddd and W. E. Deeds, J. Appl. Phys. 39, 2829 (1968). K. Burke, J. Phys. D: Appl. Phys. 19, 1159 (1986); A. Auld, Stanfrd University, Stanfrd, CA 94305, private mmuniatin. Cllings, D. Mi rshekar-syahkal, and D. H. Mihael, Pr. R. S. Lnd. A393, 159 (1984). Cllins, D. H. Mihael, D. Mirshekar-Syahkal, and H. G. Pinsent, J. Nndestrutive Evaluatin 5, 81 (1985). D. Rummel, B. K. Christner, and D. L. Lng, Cmparative respnses frm raks and EDM slts as measured by eddy urrent methds, these preedings. A. Auld, G. MFetridge, M. Riaziat, and S. Jefferies, Imprved prbeflaw interatin mdel ing, invers in pressing, and surfae rughness lutter, in: "Review f Prgress in Quantitative Nndestrutive Evaluatin 4A,n-D. O Thmpsn and D. E. Chimenti, eds., Plenum Press, New Yrk (1985). 610

Content 1. Introduction 2. The Field s Configuration 3. The Lorentz Force 4. The Ampere Force 5. Discussion References

Content 1. Introduction 2. The Field s Configuration 3. The Lorentz Force 4. The Ampere Force 5. Discussion References Khmelnik. I. Lrentz Fre, Ampere Fre and Mmentum Cnservatin Law Quantitative. Analysis and Crllaries. Abstrat It is knwn that Lrentz Fre and Ampere fre ntradits the Third Newtn Law, but it des nt ntradit

More information

Content 1. Introduction 2. The Field s Configuration 3. The Lorentz Force 4. The Ampere Force 5. Discussion References

Content 1. Introduction 2. The Field s Configuration 3. The Lorentz Force 4. The Ampere Force 5. Discussion References Khmelnik S. I. Lrentz Fre, Ampere Fre and Mmentum Cnservatin Law Quantitative. Analysis and Crllaries. Abstrat It is knwn that Lrentz Fre and Ampere fre ntradits the Third Newtn Law, but it des nt ntradit

More information

Electromagnetic Waves

Electromagnetic Waves M- letrmagneti Waves Last semester, we studied Classial Mehanis. The fundamental laws (axims) f Classial Mehanis are alled Newtn's Laws. This semester, we are studying a subjet alled Classial letrmagnetism.

More information

Chemical Engineering 160/260 Polymer Science and Engineering. Lecture 15: Molecular Aspects of Polymer Rheology February 21, 2001

Chemical Engineering 160/260 Polymer Science and Engineering. Lecture 15: Molecular Aspects of Polymer Rheology February 21, 2001 Chemial Engineering 160/260 Plymer Siene and Engineering Leture 15: Mleular Aspets f Plymer Rhelgy February 21, 2001 Objetives! T intrdue the nept f saling analysis t aunt fr the nentratin and mleular

More information

On the Origin of the Special Relativity Anomalies

On the Origin of the Special Relativity Anomalies On the Origin f the Speial Relatiity Anmalies Radwan M. Kassir February 2015 radwan.elkassir@dargrup.m ABSTRACT In this paper, the nlusie rigin f the Speial Relatiity (SR) mathematial nflits identified

More information

k T t T PHYS 2015 Week 13 E-M Waves, Interference Reading Journals Tuesday WebAssign due WEDNESDAY night

k T t T PHYS 2015 Week 13 E-M Waves, Interference Reading Journals Tuesday WebAssign due WEDNESDAY night PHYS 015 Week 13 -M Waves, Interferene Reading Jurnals Tuesday WebAssign due WDNSDAY night Test Friday: Chap 3 (Magneti indutin); Chap 33.1-4 (Indutane, self and mutual, energy, RL iruits). Chap 34 (Waves,

More information

Supporting information for: Large Protonation-Gated Photochromism of an OPE-Embedded Difurylperfluorocyclopentene

Supporting information for: Large Protonation-Gated Photochromism of an OPE-Embedded Difurylperfluorocyclopentene Eletrni Supplementary Material (ESI) fr Physial Chemistry Chemial Physis. This jurnal is the Owner Sieties 015 1/9 Supprting infrmatin fr: Large Prtnatin-Gated Phthrmism f an OPE-Embedded Difurylperflurylpentene

More information

Response of a biologically inspired MEMS differential microphone diaphragm

Response of a biologically inspired MEMS differential microphone diaphragm Su, Q., R. N. Miles, M. G. Weinstein, R. A. Miller, L. Tan, W. Cui, Respnse f a bilgially inspired MEMS differential mirphne diaphragm, Preedings f the SPIE AerSense 00, Orland Fl. Paper number [4743-15].

More information

Electromagnetic (EM) waves also can exhibit a Doppler effect:

Electromagnetic (EM) waves also can exhibit a Doppler effect: 4.5 The Dppler ffet and letrmagneti Waves letrmagneti (M) waves als an exhibit a Dppler effet:. Inrease in bserved frequeny fr sure and bserver apprahing ne anther. Derease in bserved frequeny fr sure

More information

/tvsb Transactions of the VŠB Technical University of Ostrava Civil Engineering Series, Vol. 17, No.

/tvsb Transactions of the VŠB Technical University of Ostrava Civil Engineering Series, Vol. 17, No. 10.1515/tvsb-017-004 Transatins f the VŠB Tehnial University f Ostrava Civil Engineering Series, Vl. 17, N., 017 paper #4 Ivan SHATSKYI 1, Mykla MAKOVIICHUK, Lubmyr ROPYAK ANALYTICAL ESTIMATIONS OF STRENGTH

More information

Gains in Activation Energy from Quasi Fermi Splitting, In Selectively Doped MQW Solar Cells

Gains in Activation Energy from Quasi Fermi Splitting, In Selectively Doped MQW Solar Cells Gains in Ativatin Energy frm Quasi ermi Splitting, In Seletively Dped MQW Slar Cells ARGYRIOS C. VARONIDES, ROBERT A. SPALLETTA ANDREW W. BERGER Department f Physis and Eletrial Engineering, University

More information

ELEVENTH YEAR MATHEMATICS

ELEVENTH YEAR MATHEMATICS The University f the State f New Yrk REGENTS HIGH SHOOL EXAMINATION ELEVENTH YEAR MATHEMATIS Mnday, June 8, 973- :5 t 4 :5 p.m., nly The last page f the bklet is the answer sheet. Fld the last page alng

More information

ANALYTICAL SOLUTIONS TO THE PROBLEM OF EDDY CURRENT PROBES

ANALYTICAL SOLUTIONS TO THE PROBLEM OF EDDY CURRENT PROBES ANALYTICAL SOLUTIONS TO THE PROBLEM OF EDDY CURRENT PROBES CONSISTING OF LONG PARALLEL CONDUCTORS B. de Halleux, O. Lesage, C. Mertes and A. Ptchelintsev Mechanical Engineering Department Cathlic University

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

FOR FBDSRAL Si SHTIWC AND TECHNTCAL ; ''^- ^jjggg,-.. Mlcrofiohe; I ***** PP/LJ Ml. i;;iä^ DYNAMICALLY LOADED REINFORCED CONCRETE BEAMS

FOR FBDSRAL Si SHTIWC AND TECHNTCAL ; ''^- ^jjggg,-.. Mlcrofiohe; I ***** PP/LJ Ml. i;;iä^ DYNAMICALLY LOADED REINFORCED CONCRETE BEAMS 00 " C L E A R Tl G H Q U S E FOR FBDSRAL Si SHTIWC AND TECHNTCAL ; ''^- ^jjggg,-.. Mlrfihe; Q I ***** PP/LJ Ml Tahnll Reprt ^^^^^ HINGING IN STATICALLY AND i;;iä^ DYNAMICALLY LOADED REINFORCED CONCRETE

More information

JOINT HIGHWAY RESEARCH PROJECT FHWA/IN/JHRP-80/9 MODELLING TECHNIQUES IN TRANSPORTATION PLANNING FOR SMALL URBAN AREAS INDIANA UNIVERSITY

JOINT HIGHWAY RESEARCH PROJECT FHWA/IN/JHRP-80/9 MODELLING TECHNIQUES IN TRANSPORTATION PLANNING FOR SMALL URBAN AREAS INDIANA UNIVERSITY SHOOL OF IVIL ENGINEERING PURDUE MDIANA STATE UNIVERSITY HIGHWAY OMMISSION JOINT HIGHWAY RESEARH PROJET FHWA/IN/JHRP-80/9 USE OF SYNTHETI DEMAND MODELLING TEHNIQUES IN TRANSPORTATION PLANNING FOR SMALL

More information

A small simulation study of moisture content variations in furniture in different tropical climates

A small simulation study of moisture content variations in furniture in different tropical climates A small simulatin study f misture ntent variatins in furniture in different trpial limates Wadsö, Lars 1994 Link t publiatin Citatin fr published versin (APA): Wadsö, L. (1994). A small simulatin study

More information

SCHMIDT THEORY FOR STIRLING ENGINES

SCHMIDT THEORY FOR STIRLING ENGINES SHMIDT THOY FO STILING NGINS KOIHI HIATA Musashin-jjutaku 6-10, Gakuen -6-1, Musashimurayama, Tky 08, Japan Phne & Fax: +81-45-67-0086 e-mail: khirata@gem.bekkame.ne.jp url: http://www.bekkame.ne.jp/~khirata

More information

1) What is the reflected angle 3 measured WITH RESPECT TO THE BOUNDRY as shown? a) 0 b) 11 c) 16 d) 50 e) 42

1) What is the reflected angle 3 measured WITH RESPECT TO THE BOUNDRY as shown? a) 0 b) 11 c) 16 d) 50 e) 42 Light in ne medium (n =.) enunters a bundary t a send medium (with n =. 8) where part f the light is transmitted int the send media and part is refleted bak int the first media. The inident angle is =

More information

k BZ . Optical absorption due to interband transition therefore involves mostly vertical transitions :

k BZ . Optical absorption due to interband transition therefore involves mostly vertical transitions : Interband transitins (1 Optial Absrptin Spetra a Diret Transitins We had already seen that phtn BZ. Optial absrptin due t interband transitin therefre inles mstly ertial transitins : C V Use first-rder

More information

Comparison of Thermoelectric and Stirling Type Cryocoolers Using Control Thermodynamic Model

Comparison of Thermoelectric and Stirling Type Cryocoolers Using Control Thermodynamic Model Cmparisn f Thermeletri and Stirling Type Crylers Using Cntrl Thermdynami Mdel A Razani 1,, C Ddsn 3, and T Rberts 3 1 The University f New Mexi Albuquerque, NM 87131 Applied Tehnlgy Assiates Albuquerque,

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

Physics 2B Chapter 23 Notes - Faraday s Law & Inductors Spring 2018

Physics 2B Chapter 23 Notes - Faraday s Law & Inductors Spring 2018 Michael Faraday lived in the Lndn area frm 1791 t 1867. He was 29 years ld when Hand Oersted, in 1820, accidentally discvered that electric current creates magnetic field. Thrugh empirical bservatin and

More information

( Lh,)-j'2. Practical prediction of time- dependent deformations of concrete. e) Professor of Civil Engineering, Northwestern University,

( Lh,)-j'2. Practical prediction of time- dependent deformations of concrete. e) Professor of Civil Engineering, Northwestern University, BaZant, Z.P., and Panula. L. (1978-79), 'PratiaI reditin f ti~dent defnnatins f nrete." Materi8/s 8nd Strutures (RILEM, Paris): Part V, 'Temperature effet n drying reep' Vl.12 (1979).169-174. Pratial preditin

More information

INTENSITY MODULATIONS IN SYNTHETIC APERTURE RADAR IMAGES OF OCEAN SURFACE CURRENTS AND THE WAVE/CURRENT INTERACTION PROCESS

INTENSITY MODULATIONS IN SYNTHETIC APERTURE RADAR IMAGES OF OCEAN SURFACE CURRENTS AND THE WAVE/CURRENT INTERACTION PROCESS DONALD R. THOMPSON INTENSITY MODULATIONS IN SYNTHETIC APERTURE RADAR IMAGES OF OCEAN SURFACE CURRENTS AND THE WAVE/CURRENT INTERACTION PROCESS The physis that determines the perturbatin f the ean surfae-wave

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

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

, 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

Determination of the capillary conductivity of soils at low moisture tensions

Determination of the capillary conductivity of soils at low moisture tensions Determinatin f the apillary ndutivity f sils at lw misture tensins J. BUTIJN and J. WESSELING Institute fr Land and Water Management Researh, Wageningen, The Netherlands REPRINTED FRM NETHERLANDS JURNAL

More information

ON-LINE PHYSICS 122 EXAM #2 (all online sections)

ON-LINE PHYSICS 122 EXAM #2 (all online sections) ON-LINE PHYSIS EXAM # (all nline setins) ) Bubble in the ID number setin f the santrn. ) This Exam is hurs lng - 34 multiple-hie questins. hse the ne BEST answer fr eah questin. Yu are nt penalized fr

More information

Author(s) Nguyen, Thi Phuong Thao; Pham, Hung.

Author(s) Nguyen, Thi Phuong Thao; Pham, Hung. Title ESTIMATION OF CANCER RISK BY BENZEN FROM VEHICLES Authr(s) Kaga, Akikazu; Knd, Akira; Shi, S Nguyen, Thi Phung Tha; Pham, Hung Annual Reprt f FY 24, The Cre Citatin between Japan Siety fr the Prm

More information

Design Considerations for VRM Transient Response Based on the Output Impedance *

Design Considerations for VRM Transient Response Based on the Output Impedance * Design nsideratins fr VRM Transient Respnse Based n the Output Impedane * Kaiwei Ya, Yu Meng, Peng Xu and Fred. ee enter fr Pwer Eletrnis Systems The Bradley Department f Eletrial and mputer Engineering

More information

A second order thermodynamic perturbation theory for hydrogen bond cooperativity in water

A second order thermodynamic perturbation theory for hydrogen bond cooperativity in water A send rder thermdynami perturbatin thery fr hydrgen bnd perativity in water Bennett D. Marshall ExxnMbil Researh and Engineering, 777 Springwds Village Parkway, Spring T 77389 Abstrat It has been extensively

More information

(Communicated at the meeting of January )

(Communicated at the meeting of January ) Physics. - Establishment f an Abslute Scale fr the herm-electric Frce. By G. BOR ELlUS. W. H. KEESOM. C. H. JOHANSSON and J. O. LND E. Supplement N0. 69b t the Cmmunicatins frm the Physical Labratry at

More information

CS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007

CS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007 CS 477/677 Analysis f Algrithms Fall 2007 Dr. Gerge Bebis Curse Prject Due Date: 11/29/2007 Part1: Cmparisn f Srting Algrithms (70% f the prject grade) The bjective f the first part f the assignment is

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

What is Statistical Learning?

What is Statistical Learning? What is Statistical Learning? Sales 5 10 15 20 25 Sales 5 10 15 20 25 Sales 5 10 15 20 25 0 50 100 200 300 TV 0 10 20 30 40 50 Radi 0 20 40 60 80 100 Newspaper Shwn are Sales vs TV, Radi and Newspaper,

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

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

Some effects of epistemological structure on memory*

Some effects of epistemological structure on memory* Memry & Cgnitin 1974, Vl. 2 (4), 670-676 Sme effets f epistemlgial struture n memry* JAMES D. HOLLANt Clarksn Cllegef Tehnlgy, Ptsdam, New Yrk 13676 Graph theretial mdels f the epistemlgial struture impsed

More information

Keywords: Auger recombination, leakage current, lead salts, quantum efficiency INTRODUCTION

Keywords: Auger recombination, leakage current, lead salts, quantum efficiency INTRODUCTION Researh Jurnal f Applied Sienes, Engineering and Tehnlgy (5: 67-6, 6 DOI:.96/rjaset..689 ISSN: 4-7459; e-issn: 4-7467 6 axwell Sientifi Publiatin Crp. Submitted: Otber 9, 5 Aepted: Otber 3, 5 Published:

More information

NAME TEMPERATURE AND HUMIDITY. I. Introduction

NAME TEMPERATURE AND HUMIDITY. I. Introduction NAME TEMPERATURE AND HUMIDITY I. Intrductin Temperature is the single mst imprtant factr in determining atmspheric cnditins because it greatly influences: 1. The amunt f water vapr in the air 2. The pssibility

More information

Homework for Diffraction-MSE 603: Solutions May 2002

Homework for Diffraction-MSE 603: Solutions May 2002 Hmewrk fr Diffratin-MSE 603: Slutins May 00 1. An x-ray beam f 1.5 Å impinges n a Ge single rystal sample with an inient angle θ lse t the ritial angle θ f the Ge surfae. Taking int aunt the absrptin,

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

NUMBERS, MATHEMATICS AND EQUATIONS

NUMBERS, MATHEMATICS AND EQUATIONS AUSTRALIAN CURRICULUM PHYSICS GETTING STARTED WITH PHYSICS NUMBERS, MATHEMATICS AND EQUATIONS An integral part t the understanding f ur physical wrld is the use f mathematical mdels which can be used t

More information

PHYSICS NOTES. SUBJECT: Physics LEVEL: Higher TEACHER: Pat Doyle. The Institute of Education Topics Covered: Sound & Waves

PHYSICS NOTES. SUBJECT: Physics LEVEL: Higher TEACHER: Pat Doyle. The Institute of Education Topics Covered: Sound & Waves PHYSICS NOTES The Institute Eduatin 208 SUBJECT: Physis LEVEL: Higher TEACHER: Pat Dyle Tpis Cvered: Sund & Waves Abut Pat: Pat graduated with a Masters Degree in Physis in 986 and has taught Physis in

More information

OIL POINT DETERMINATION OF SELECTED BULK OILSEEDS UNDER COMPRESSION LOADING

OIL POINT DETERMINATION OF SELECTED BULK OILSEEDS UNDER COMPRESSION LOADING OIL POINT DETERMINATION OF SELECTED BULK OILSEEDS UNDER COMPRESSION LOADING Olasebikan Layi Akangbe, David Herak Czeh University f Life Sienes Prague herak@tf.zu.z Abstrat. The il pint in ilseeds refers

More information

Lab 1 The Scientific Method

Lab 1 The Scientific Method INTRODUCTION The fllwing labratry exercise is designed t give yu, the student, an pprtunity t explre unknwn systems, r universes, and hypthesize pssible rules which may gvern the behavir within them. Scientific

More information

2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS

2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS 2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS 6. An electrchemical cell is cnstructed with an pen switch, as shwn in the diagram abve. A strip f Sn and a strip f an unknwn metal, X, are used as electrdes.

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

CRACK LENGTH DETERMINATION BY ULTRASONIC METHODS. D.K. Rehbein, R.B. Thompson and O. Buck Ames Laboratory-USDOE Iowa State University Ames, Iowa 50011

CRACK LENGTH DETERMINATION BY ULTRASONIC METHODS. D.K. Rehbein, R.B. Thompson and O. Buck Ames Laboratory-USDOE Iowa State University Ames, Iowa 50011 CRACK LENGTH DETERMINATION BY LTRASONIC METHODS D.K. Rehbein, R.B. Thmpsn and O. Buck Ames Labratry-SDOE Iwa State niversity Ames, Iwa 50011 INTRODCTION Accurate calculatin f the stress intensity factr

More information

Monte Carlo Simulation of Impact ionization processes in silicon

Monte Carlo Simulation of Impact ionization processes in silicon Mnte Carl Simulatin f Impat inizatin presses in silin K. Taniguhi, M. Yamaji, T. Kunikiy, Y. Kamakura, H. Takenaka, M. Mrifuji, K. Snda and C. Hamaguhi Department f Eletrni Engineering, saka University

More information

VALIDATION OF ONE-YEAR LAMI MODEL RE-ANALYSIS ON THE PO- VALLEY, NORTHERN ITALY. COMPARISON TO CALMET MODEL OUTPUT ON THE SUB-AREA OF VENETO REGION

VALIDATION OF ONE-YEAR LAMI MODEL RE-ANALYSIS ON THE PO- VALLEY, NORTHERN ITALY. COMPARISON TO CALMET MODEL OUTPUT ON THE SUB-AREA OF VENETO REGION VALIDATION OF ONE-YEAR LAMI MODEL RE-ANALYSIS ON THE PO- VALLEY, NORTHERN ITALY. COMPARISON TO CALMET MODEL OUTPUT ON THE SUB-AREA OF VENETO REGION Denise Pernigtti, Maria Sansne and Massim Ferrari Institute

More information

Greedy Algorithms. Kye Halsted. Edited by Chuck Cusack. These notes are based on chapter 17 of [1] and lectures from CSCE423/823, Spring 2001.

Greedy Algorithms. Kye Halsted. Edited by Chuck Cusack. These notes are based on chapter 17 of [1] and lectures from CSCE423/823, Spring 2001. #! Greedy Algrithms Kye Halsted Edited by Chuk Cusak These ntes are based n hapter 17 f [1] and letures frm CCE423/823, pring 2001. Greedy algrithms slve prblems by making the hie that seems best at the

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

Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeoff

Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeoff Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeff Reading: Chapter 2 STATS 202: Data mining and analysis September 27, 2017 1 / 20 Supervised vs. unsupervised learning In unsupervised

More information

A study on GPS PDOP and its impact on position error

A study on GPS PDOP and its impact on position error IndianJurnalfRadi& SpacePhysics V1.26,April1997,pp. 107-111 A study n GPS and its impact n psitin errr P Banerjee,AnindyaBse& B SMathur TimeandFrequencySectin,NatinalPhysicalLabratry,NewDelhi110012 Received19June

More information

/ / Chemistry. Chapter 1 Chemical Foundations

/ / Chemistry. Chapter 1 Chemical Foundations Name Chapter 1 Chemical Fundatins Advanced Chemistry / / Metric Cnversins All measurements in chemistry are made using the metric system. In using the metric system yu must be able t cnvert between ne

More information

Lead/Lag Compensator Frequency Domain Properties and Design Methods

Lead/Lag Compensator Frequency Domain Properties and Design Methods Lectures 6 and 7 Lead/Lag Cmpensatr Frequency Dmain Prperties and Design Methds Definitin Cnsider the cmpensatr (ie cntrller Fr, it is called a lag cmpensatr s K Fr s, it is called a lead cmpensatr Ntatin

More information

Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeoff

Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeoff Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeff Reading: Chapter 2 STATS 202: Data mining and analysis September 27, 2017 1 / 20 Supervised vs. unsupervised learning In unsupervised

More information

lon Acceleration in Laser Wakefield

lon Acceleration in Laser Wakefield J. Plasma Fusin Res. SERES, Vl.4 (2001) 335-339 ln Aeleratin in Laser Wakefield TO Hiraki*, BAKHTAR Mhammad, MA Masashi, YUGAM Nbru and NSHDA Yasushi Energy and Envirnmental Siene, Graduate Shl f Engineering,

More information

Topic 3 Specific Energy and Control Section

Topic 3 Specific Energy and Control Section Tpi Speifi nerg and Cntrl Setin Prepared b: Tan Lai Wai et al. laiwai@uth.edu. Learning Outes At the end f this tpi, students shuld be able t: i. Appl speifi energ nept in deterining ritial flw nditins

More information

Multiple Source Multiple. using Network Coding

Multiple Source Multiple. using Network Coding Multiple Surce Multiple Destinatin Tplgy Inference using Netwrk Cding Pegah Sattari EECS, UC Irvine Jint wrk with Athina Markpulu, at UCI, Christina Fraguli, at EPFL, Lausanne Outline Netwrk Tmgraphy Gal,

More information

AP Physics Kinematic Wrap Up

AP Physics Kinematic Wrap Up AP Physics Kinematic Wrap Up S what d yu need t knw abut this mtin in tw-dimensin stuff t get a gd scre n the ld AP Physics Test? First ff, here are the equatins that yu ll have t wrk with: v v at x x

More information

IS THE LONGITUDINAL PROFILE OF STORGLACIAREN, NORTHERN SWEDEN, IN BALANCE WITH THE PRESENT CLIMATE?

IS THE LONGITUDINAL PROFILE OF STORGLACIAREN, NORTHERN SWEDEN, IN BALANCE WITH THE PRESENT CLIMATE? Jurnal f Glailgy, Vl. 34, N. 118, 1988 IS THE LONGITUDINAL PROFILE OF STORGLACIAREN, NORTHERN SWEDEN, IN BALANCE WITH THE PRESENT CLIMATE? By PER HOLMLUND (Department f Physial Gegraphy, University f Stkhlm,

More information

Exam Review Trigonometry

Exam Review Trigonometry Exam Review Trignmetry (Tyler, Chris, Hafsa, Nasim, Paniz,Tng) Similar Triangles Prving Similarity (AA, SSS, SAS) ~ Tyler Garfinkle 3 Types f Similarities: 1. Side Side Side Similarity (SSS) If three pairs

More information

THE UNIVERSITY OF NEW SOUTH WALES SCHOOL OF PHYSICS EXAMINATION NOVEMBER 2007

THE UNIVERSITY OF NEW SOUTH WALES SCHOOL OF PHYSICS EXAMINATION NOVEMBER 2007 THE UNIVERSITY OF NEW SOUTH WALES SCHOOL OF HYSICS EXAMINATION NOVEMBER 7 HYS 4 INTRODUCTORY BIOHYSICS Time Allwed hurs Ttal Number f Questins 8 Answer ANY FIVE questins The questins are f equal alue lease,

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

Heat Transfer and Friction Characteristics of Heat Exchanger Under Lignite Fly-Ash

Heat Transfer and Friction Characteristics of Heat Exchanger Under Lignite Fly-Ash The 20th Cnferene f Mehanial Engineering Netwrk f Thailand 18-20 Otber 2006, Nakhn Rathasima, Thailand Heat Transfer and Fritin Charateristis f Heat Exhanger Under ignite Fly-Ash Pipat Juangjandee 1*,

More information

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System Flipping Physics Lecture Ntes: Simple Harmnic Mtin Intrductin via a Hrizntal Mass-Spring System A Hrizntal Mass-Spring System is where a mass is attached t a spring, riented hrizntally, and then placed

More information

Model-Based Benchmarking with Application to Laboratory Buildings

Model-Based Benchmarking with Application to Laboratory Buildings Mdel-Based Benhmarking with Appliatin t Labratry Buildings Cntat persn: Cliffrd Federspiel Center fr Envirnmental Design Researh 390 Wurster all, #1839 Berkeley, CA 94720-1839 Tel (510) 643-1209 FAX (510)

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

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

making triangle (ie same reference angle) ). This is a standard form that will allow us all to have the X= y=

making triangle (ie same reference angle) ). This is a standard form that will allow us all to have the X= y= Intrductin t Vectrs I 21 Intrductin t Vectrs I 22 I. Determine the hrizntal and vertical cmpnents f the resultant vectr by cunting n the grid. X= y= J. Draw a mangle with hrizntal and vertical cmpnents

More information

Lab #3: Pendulum Period and Proportionalities

Lab #3: Pendulum Period and Proportionalities Physics 144 Chwdary Hw Things Wrk Spring 2006 Name: Partners Name(s): Intrductin Lab #3: Pendulum Perid and Prprtinalities Smetimes, it is useful t knw the dependence f ne quantity n anther, like hw the

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

20 Faraday s Law and Maxwell s Extension to Ampere s Law

20 Faraday s Law and Maxwell s Extension to Ampere s Law Chapter 20 Faraday s Law and Maxwell s Extensin t Ampere s Law 20 Faraday s Law and Maxwell s Extensin t Ampere s Law Cnsider the case f a charged particle that is ming in the icinity f a ming bar magnet

More information

Sherryl M. McGuire Center for Public Management, University of Oklahoma, Norman, Oklahoma, U.S.A.

Sherryl M. McGuire Center for Public Management, University of Oklahoma, Norman, Oklahoma, U.S.A. ADLESCENTS AT RISK: ALCHL AND DRUG-RELATED DRIVING AMNG KLAHMA YUTH Sherryl M. MGuire Center fr Publi Management, University f klahma, Nrman, klahma, U.S.A. Summary. In a 1985-86 study, ver half f all

More information

BASD HIGH SCHOOL FORMAL LAB REPORT

BASD HIGH SCHOOL FORMAL LAB REPORT BASD HIGH SCHOOL FORMAL LAB REPORT *WARNING: After an explanatin f what t include in each sectin, there is an example f hw the sectin might lk using a sample experiment Keep in mind, the sample lab used

More information

The University of Iowa Dept. of Civil & Environmental Engineering 53:030 SOIL MECHANICS Midterm Exam #2, Fall Semester 2005

The University of Iowa Dept. of Civil & Environmental Engineering 53:030 SOIL MECHANICS Midterm Exam #2, Fall Semester 2005 5:00 Sil Mehanis Midterm Exam # Fall 005 Semester The Uniersity f Iwa Dept. f Ciil & Enirnmental Engineering 5:00 SOIL MECHANICS Midterm Exam #, Fall Semester 005 Questin #: (0 pints) A sand with a minimum

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

Three charges, all with a charge of 10 C are situated as shown (each grid line is separated by 1 meter).

Three charges, all with a charge of 10 C are situated as shown (each grid line is separated by 1 meter). Three charges, all with a charge f 0 are situated as shwn (each grid line is separated by meter). ) What is the net wrk needed t assemble this charge distributin? a) +0.5 J b) +0.8 J c) 0 J d) -0.8 J e)

More information

WEAPONS LABORATORY AT ROCK ISLAND

WEAPONS LABORATORY AT ROCK ISLAND IVb SWEM-TR-72.il 1 A FEAS,B>UTY STUDY FR THE CNTINUUS RESEARCH DIRECTRATE > WEAPNS LABRATRY AT RCK ISLAND Apprved fr publi release, distributin unlimited. DISPSITIN INSTRUCTINS Destry this reprt when

More information

Math Foundations 10 Work Plan

Math Foundations 10 Work Plan Math Fundatins 10 Wrk Plan Units / Tpics 10.1 Demnstrate understanding f factrs f whle numbers by: Prime factrs Greatest Cmmn Factrs (GCF) Least Cmmn Multiple (LCM) Principal square rt Cube rt Time Frame

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

Instituto de Sistemas e Robótica

Instituto de Sistemas e Robótica Institut de Sistemas e Rbótia Pól de Lisba Attitude Cntrl Strategies fr Small Satellites Paul Tabuada, Pedr Alves, Pedr Tavares, Pedr Lima Setembr 1998 RT-44-98 ISR-Trre Nrte Av. Rvis Pais 196 Lisba CODEX

More information

UNCLASSIFIED Reproduced hu Ute ARMED SERVICES TECHNICAL INFORMATION AGENCY ARLINGTON HALL STATION ARLINGTON 12, VIRGINIA UNCLASSIFIED

UNCLASSIFIED Reproduced hu Ute ARMED SERVICES TECHNICAL INFORMATION AGENCY ARLINGTON HALL STATION ARLINGTON 12, VIRGINIA UNCLASSIFIED UNCLASSIFIED. 27 81 Reprdued hu Ute ARMED SERVICES TECNICAL INFRMATIN AGENCY ARLINGTN ALL STATIN ARLINGTN 12, VIRGINIA UNCLASSIFIED NTICE: When gvernment r ther drawings, speifiatins r ther data are used

More information

Curriculum Development Overview Unit Planning for 8 th Grade Mathematics MA10-GR.8-S.1-GLE.1 MA10-GR.8-S.4-GLE.2

Curriculum Development Overview Unit Planning for 8 th Grade Mathematics MA10-GR.8-S.1-GLE.1 MA10-GR.8-S.4-GLE.2 Unit Title It s All Greek t Me Length f Unit 5 weeks Fcusing Lens(es) Cnnectins Standards and Grade Level Expectatins Addressed in this Unit MA10-GR.8-S.1-GLE.1 MA10-GR.8-S.4-GLE.2 Inquiry Questins (Engaging-

More information

How do scientists measure trees? What is DBH?

How do scientists measure trees? What is DBH? Hw d scientists measure trees? What is DBH? Purpse Students develp an understanding f tree size and hw scientists measure trees. Students bserve and measure tree ckies and explre the relatinship between

More information

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 March 10, Please grade the following questions: 1 or 2

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 March 10, Please grade the following questions: 1 or 2 CEE 371 March 10, 2009 Exam #1 Clsed Bk, ne sheet f ntes allwed Please answer ne questin frm the first tw, ne frm the secnd tw and ne frm the last three. The ttal ptential number f pints is 100. Shw all

More information

Fall 2013 Physics 172 Recitation 3 Momentum and Springs

Fall 2013 Physics 172 Recitation 3 Momentum and Springs Fall 03 Physics 7 Recitatin 3 Mmentum and Springs Purpse: The purpse f this recitatin is t give yu experience wrking with mmentum and the mmentum update frmula. Readings: Chapter.3-.5 Learning Objectives:.3.

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

o o IMPORTANT REMINDERS Reports will be graded largely on their ability to clearly communicate results and important conclusions.

o o IMPORTANT REMINDERS Reports will be graded largely on their ability to clearly communicate results and important conclusions. BASD High Schl Frmal Lab Reprt GENERAL INFORMATION 12 pt Times New Rman fnt Duble-spaced, if required by yur teacher 1 inch margins n all sides (tp, bttm, left, and right) Always write in third persn (avid

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

Lesson Plan. Recode: They will do a graphic organizer to sequence the steps of scientific method.

Lesson Plan. Recode: They will do a graphic organizer to sequence the steps of scientific method. Lessn Plan Reach: Ask the students if they ever ppped a bag f micrwave ppcrn and nticed hw many kernels were unppped at the bttm f the bag which made yu wnder if ther brands pp better than the ne yu are

More information

Bulk Modulus Shear Modulus Modulus of Elasticity

Bulk Modulus Shear Modulus Modulus of Elasticity UNCLASSIFIED SECURITV CLASS'FICATION OP THIS 0413,-»>ii.i Dm» Entertd) REPORT DOCUMENTATION PAGE WfiV INSTRUCTIONS BEFORE COMPLETING FORM 2 OOVT ACCFSSION NO 3 PFCIPT^T"; r.kr^r, NIIM^ER VALUATION OF SUBSTITUTE

More information

This section is primarily focused on tools to aid us in finding roots/zeros/ -intercepts of polynomials. Essentially, our focus turns to solving.

This section is primarily focused on tools to aid us in finding roots/zeros/ -intercepts of polynomials. Essentially, our focus turns to solving. Sectin 3.2: Many f yu WILL need t watch the crrespnding vides fr this sectin n MyOpenMath! This sectin is primarily fcused n tls t aid us in finding rts/zers/ -intercepts f plynmials. Essentially, ur fcus

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

Close!Reading!and!Text!Dependent!Questions!in!Science! Lunar!Rover!Making!Tracks!on!the!Moon!(Motion!and!Design!!Grade!4)!

Close!Reading!and!Text!Dependent!Questions!in!Science! Lunar!Rover!Making!Tracks!on!the!Moon!(Motion!and!Design!!Grade!4)! ClseReadingandTextDependentQuestinsinSiene LunarRverMakingTraksntheMn(MtinandDesign Grade4) Thetextseletin,LunarRver:MakingTraksntheMn,isfundin thestcmtinanddesignteaherguide,pgs52a53. Siene and Tehnlgy/ngineering

More information

Statistics, Numerical Models and Ensembles

Statistics, Numerical Models and Ensembles Statistics, Numerical Mdels and Ensembles Duglas Nychka, Reinhard Furrer,, Dan Cley Claudia Tebaldi, Linda Mearns, Jerry Meehl and Richard Smith (UNC). Spatial predictin and data assimilatin Precipitatin

More information