13 th World Conference on Earthquake Engineering Vancouver, B.C., Canada August 1-6, 2004 Paper No. 3480

Size: px
Start display at page:

Download "13 th World Conference on Earthquake Engineering Vancouver, B.C., Canada August 1-6, 2004 Paper No. 3480"

Transcription

1 3 th World Confrnc on arthquak nginring Vancouvr, B.C., Canada August -6, 24 Papr No. 348 SISIC WAV NRY VALUATION IN SURFAC LAYRS FOR PRFORANC-BASD DSIN Takaji KOKUSHO, Ryu-ichi OTOYAA 2, Shogo ANTANI 2 and Hiroshi OTOYAA 2 SUARY nrgy flow of sismic wavs obsrvd during th 995 Hyogo-kn Nambu arthquak in vrtical array sits is calculatd by assuming vrtical propagation of SH wavs in surfac layrs. Wav nrgy flow in a 2-layrs systm is also invstigatd basically. Th major findings ar; () Upward wav nrgy gnrally tnds to dcras as it gos up from th bas layr to th ground surfac, (2) A gnral prcption that soft soil sits ar pron to havir damag may not b xplaind in trms of upward nrgy, bcaus larg damping ratio tnds to cancl nrgy storag ffcts by rsonanc if it vr occurs. (3) Th wav nrgy, which is dirctly rlatd with inducd strain in suprstructurs, can play a ky rol for th prformanc-basd dsign. For that purpos, dsign sismic motion should also b dfind in trms of wav nrgy. Ky Words: Sismic wav nrgy, SH wav, Impdanc ratio, Damping, Prformanc-basd dsign INTRODUCTION Convntional sismic dsign has bn basd on inrtia forc givn by acclration or sismic cofficints. Historically this forc-basd dsign mthod has long bn usd to dat. In prformanc-basd dsign mthods incrasingly mployd rcntly, th dgr of structural dformation is a targt to valuat rathr than th safty factor against ultimat failur. It has bn rcognizd incrasingly that acclration may not b an appropriat paramtr not only for dformation valuation but also for sismic damag valuation in gnral. or and mor strong. Profssor, Chuo Univrsity, Tokyo, Japan, mail: kokusho@civil.chuo-u.ac.jp 2. x-graduat studnt, diito

2 acclrograms xcding hav bn obtaind in rcnt yars without any significant damag at all such as in Tarzana during 994 Northridg arthquak, in Hokkaido during 23 Tokachi-oki arthquak, tc. Vlocity is incrasingly usd in plac of acclration bcaus it is blivd to closly connctd with nrgy. Thn why don t w dirctly us wav nrgy in sismic dsign? In th first part of this papr, nrgy flow of sismic wavs obsrvd during th 995 Hyogo-kn Nambu arthquak (somtims calld as th Kob arthquak) in vrtical array sits is calculatd. Accumulatd wav nrgy, nrgy flow rat and its dissipation in surfac layrs ar calculatd from vrtical array rcords by assuming vrtical propagation of SH wavs in surfac layrs. Thn, 2-layrs systms with variabl impdanc ratios and damping ratios ar studid for bttr undrstanding on nrgy flow and dissipation mchanism. Prformanc-basd dsign using th wav nrgy is finally proposd basd on th analytical rsults. WAV NRY VALUATION BY VRTICAL ARRAY RCORDS It is wll rcognizd sinc th pionring work by Kanai [] that th major portion of a sismic rspons of a ground can b valuatd with a simpl on-dimnsional modl in which SH wav is postulatd to travl only vrtically. Basd on th postulat, th nrgy can also b assumd to propagat vrtically. A wav nrgy incrmnt transmittd vrtically by th SH-wav through a unit ara in a tim incrmnt t is xprssd as; 2 du = k + = ρ s V t dt whr ρ = soil dnsity, V s = wav vlocity and du dt = particl vlocity of th soil. Not that th wav nrgy is shard 5% by kintic nrgy k and 5% by strain nrgy dfin th tim drivativ of th nrgy 2 (). Lt us du = t = d dt = ρv s (2) dt and nam it nrgy flow rat. If a tim intrval for a sismic motion to go through a point is t = t t2, th accumulatd nrgy is xprssd as 2 t2 du = 2 = ρ s t t ( t t) V dt dt (3) Not that du dt in qs.() and (2) is th particl vlocity not dirctly of a rcordd motion but of travling wav in on dirction. Thrfor it is ssntial to sparat a masurd motion at a point into upward and downward wavs in ordr to valuat th individual nrgis. If a sit consists of a st of horizontal soil layrs and th soil bhavs as a linar matrial, upward and downward propagating wavs at any point can b calculatd basd on th multipl rflction thory [2] from which th flow of th nrgy thr is radily valuatd. Howvr, if th soil xprincs

3 strong nonlinarity du to strain-dpndncy or liqufaction during dstructiv arthquaks, such a linar modl no longr holds. Th sismic motions ar vry much influncd by th soil nonlinarity xhibitd nar th surfac. Bcaus a lot of nrgy has alrady bn lost on th way whn th sismic wav arrivs at th surfac, it is hard to valuat th nrgy from th surfac rcord. In a vrtical array systm, sismic motions in a dpr ground ar availabl. It has alrady bn dmonstratd that th dpr th soil is, th mor soil bhavs as a linar matrial vn during strong arthquaks [3]. If th upward and downward wav componnts can b sparatd from sismic rcords at som dpr lvl whr th sismic wav is lss contaminatd by soil nonlinarity, th nrgy flow can b valuatd mor rliably [4]. A harmonic SH wav with an angular frquncy, ω, is xprssd as i( ωt+ kz) i( ωt kz u = A + B ) (4) whr, u is displacmnt in th horizontal dirction, t and z is tim and vrtical axis positiv in th downward dirction, rspctivly, and, A and B ar constants. Th first and scond trms corrspond to upward and downward componnts, rspctivly. Th constant k is th wav numbr givn by ρω ρω k = = * + i (5) Sismogragh Layr No. round whr + i is a complx shar stiffnss of soil. A surfac Hr th soil damping is assumd as non-viscous as in s s 2 Surfac gotchnical nginring practic. As shown in Fig., layr th on-dimnsional soil modl consists of a st of B A horizontal soil layrs numbrd from to n. Th m B m m u d m th layr has th thicknss, h m, th soil dnsity, r m, th complx stiffnss, m *, th wav numbr, k m, C th constants A m, B m and so on. Taking a local A n n B n d coordinats z downward from th uppr boundary for u z th m th layr, th following rcursion formula on A m, Bas layr B m can b obtaind basd on th agrmnt of dformation and strss at th boundary btwn m th Fig. nrgy flow in vrtical array systm and (m+) th layrs. é * * * * km m kmm ikmh k m m m km ù m - ikmhm * * ì ï Am+ ü ï 2km+ m+ 2km+ m+ ì ï Amï ü ì Am ét ù = = ï ü ï í ý í ý * * * * m+ Bm+ k B ë ûí ý ïî ïþ m m kmm ikmh k m m m km m ik m B m mh ïî ïþ m ïî ïþ * * 2km+ m+ 2km+ êë m+ úû (6) Th matrix in q.(6) is dnotd hr as ét m + ù ë û. Sismic rsponss ar givn at th top of th m th and n th layrs, at Point B and C in Fig. as

4 iwt iwt iwt iwt um = Um = ( Am + Bm), un = Un = ( An+ Bn) (7) Th sparation of upward and downward wavs bcoms possibl basd on th multipl rflction thory. Basd on q.(6), q.(8) can thn b drivd corrlating th constants A m, A n and B m, B n in th two layrs. An Am Am = [ Tn][ Tn ] [ Tm+ ] Tn, m+ B K = n B m B (8) m Th 2 by 2 matrix in q.(8) is xprssd hr as ét T ù é 2 T ù ë nm, + û = êt 2 T ú 22 ë û Thn, by using qs.(7) to (9), th following quation can b drivd. ì ï Unü ï ét + T2 T2 + T22 ùì ï Amü ï ì Am P ï ü ï í ý= í ý= é ù nm, + Um B ë ûí ý () ï ê ú î ïþ ë ûî ï m ïþ î ïbmþ ï Consquntly, A m and B m can b obtaind by th quation; ì ï Amü ï - ì Un P ï ü ï ì é ù í ý= nm, + B ë û í ý, ï Anü ï - ì Un Tnm, P ï ï ü í ý= é ùé ù + nm, + ïî m ïþ î ïumþ ï B ë ûë û í ý () ïî n ïþ ïîum ïþ q.() givs th amplituds for a harmonic motion with th angular frquncy, w. In ordr to obtain th rspons to irrgular sismic motions, a rcordd motion is xprssd as a suprposition of harmonic wavs with diffrnt angular frquncis by using th complx Fourir sris. Thn th Fourir sris ar incorporatd togthr with q.() to comput tim historis (Schnabl t al. 972) of th upward and downward componnts. Wav nrgis or nrgy flow rats can b calculatd from th vlocity tim historis by q.(2) or q.(3). On th othr hand, th upward nrgy at a ground surfac (Point A in Fig.) can b calculatd by substituting a half of th vlocity tim history into du dt in q.(2) or (3). (9) Vrtical array rcords usd in th analysis wr obtaind in Port Island in Kob city (PI), Rsarch Institut of Kansai lctric Powr Company [KPCO] in Amagasaki city (SK), KPCO powr plant in Takasago city (TKS) and KPCO transformr station at Kainan-ko in Wakayama city (KNK). PI is just nxt to th causativ fault, SK is about 2km and KNK is about 65km far from it. In Fig.2, th soil profils of th 4 sits ar shown togthr with th sismograph installation lvls. Thr to four sismographs ar installd btwn th ground surfac and th dpst lvl of 84 to m. In th sam charts, profils of S-wav vlocitis (Vs) masurd by S-wav logging tsts ar shown togthr with Vs and damping ratios (D) back-calculatd from th main shock rcords. Dtails on th back-calculation ar availabl in othr litraturs [3]. Acclration rcords in two horizontal dirctions at th dpst (Point C) and th scond dpst lvls (Point B) shown in Fig.2 ar utilizd to valuat th nrgy flow at th scond dpst lvl. In th analysis, soil proprtis btwn ths two lvls, whr soil nonlinarity is lss pronouncd than in th surfac layr, ar usd. Th dgr of soil nonlinarity xhibitd in th vrtical array sits during th main shock was alrady back-calculatd by th invrsion tchniqu [3]. Th

5 (a) PI Damping ratio D (%) L-m A WL S L-4.m L-6.4m 2 B S L-32.4m 4 S ) (m 6 D pth 8 C L-83.4m Sismograph S-wav vlocity Vs (m/s) (c) TKS A B Damping ratio D (%) L-m 5 5 WL SF L-2.5m L-25m 2 ) (m 4 S D pth 6 8 C L-m Sismogragh S-wav vlocity Vs (m/s) (b) SK Damping ratio D (%) A L-m SF WL L-2.m B SF L-25m 2 ) (m 4 S D pth 6 8 C L-97m Simograph S-wav vlocity Vs (m/s) (d) KNK Damping ratio D (%) L-m A S WL L-2.m S Vs-initial 2 B Vs-inv.NS S L-25m Vs-inv.W C ) 4 D-inv.NS SF (m D-inv.W 6 F D pth 8 Rock C L-m 2 Simograph S-wav vlocity Vs (m/s) Fig.2 Borhol log and profils of masurd or back-calculatd Vs and damping ratio at 4 vrtical array sits for 995 Hyogokn Nambu arthquak. back-calculatd S-wav vlocity dcrasd by 5 to 8% of th initial valus in PI, whil Vs blow Point B changd by lss than 2% vn in PI. In othr sits th nonlinarity was lss pronouncd than in PI in dpr part in particular. In th nrgy valuations, th back-calculatd S-wav vlocity and damping ratio indicatd in Fig.2 ar assignd to th soil proprtis btwn Points B and C, and also at Point A. Th soil dnsity is stimatd from th soil typ and th ground watr lvl shown in th soil profil. Th vrtical array rcords usd in th analysis wr alrady corrctd for sismograph installation rrors dtctd by th maximum cohrnc analysis [5]. In PI, th horizontal acclration rcords convrtd to th major principal axis (in which th largst acclration occurs) and th minor principal axis ar usd, whil, in othr thr sits, rcords in NS and W dirctions ar usd. Acclration rcords at th ground surfac and th two dpr lvls ar transformd into frquncy spctra by th FFT tchniqu. Th low frquncy portion of th spctra (f<.hz) is thn cut off to rmov a long priod drift basd on th assumption that th nrgy contribution for th frquncy lowr than.hz may b ngligibl.

6 ANALYTICAL RSULTS AT 4 SITS Figs.3 to 6 show analytical rsults in th major principal dirction in PI and in NS dirction in othr 3 sits. In ach figur, th top chart indicats tim-historis of nrgis and th scond to fourth charts rprsnt vlocity tim historis of upward and downward wavs at Points A, B and C, rspctivly. Th nrgy tim historis ar drawn for upward nrgis at Points A, B and C, downward nrgis and thir diffrncs at Points B and C. All nrgis ar in KJ/m 2 corrsponding to th amount of sismic wav nrgy passing through a unit ara of m 2. As shown in Fig.3 for th major principal axis of PI, th upward nrgis within th first two cycls of strong acclration until t=6.3 s. Th final valu of u rmarkably incras u at th dpst lvl (Point C; L-83.4m) amounts to 35 kj/m 2 as a scalar sum of th nrgis in th major and minor principal axs. This is quivalnt to th nrgy givn by th drop of a mass of on ton from th hight of 3 m onc in vry squar mtr. At L-32.4 m (Point B), u, which shows an almost idntical tim-dpndnt chang, is about 8% of Point C. At th ground surfac (Point A), th upward nrgy u is about 2% of Point C, indicating a clar dcrasing trnd of upward nrgy with dcrasing dpth. It is notd that u and d show monotonic incras bcaus thy ar th cumulativ nrgy transportd by on-dirctionally propagating wavs. In contrast, th diffrnc ( u - d ) indicats th nrgy balanc in th soil layrs abov a givn lvl and hnc shows both incras and dcras. Th dcras in ( u - d ) implis that th nrgy tmporarily stord in th surfac layrs rturns back to dpr ground. With som small fluctuations, - ) tnds to climb up to a final valu, ( u d indicating that th nrgy dissipation in th surfac layrs is dominantly larg compard to th nrgy storag ffct at PI sit. Th tim history of ( u - d ) riss to 75% of th final valu in lss than two cycls in th major sismic motion. It has bn dmonstratd that during this intrval th surfac soil actually nrgy (kj/m 2 ) u ( s ), d, u - d L -m L-32.4m,, L-83.4m,,.9.6 L-m U p,d ow n L-32.4m U p, D ow n L-83.4m Up, D ow n Tim (s) Fig.3 Tim-historis of nrgy (top) and particl vlocitis (bottom) at PI sit.

7 liqufid by mans of an idntification analysis in tim domain using th sam vrtical array rcords [6]. Thrfor, this rapid ris in ( u - d ) at L-32.4 m sms to rflct th nrgy loss by th liqufaction in th surfac soil as wll as that by th soil nonlinarity of clay and alluvial sand abov that lvl. Th valu ( u - d ) rachs to a final valu at t=7 s, which is idntical with th dissipatd nrgy in th surfac layrs, w. This amounts to 55 kj/m 2 at L-32.4 m in th two dirctions and about 65% of th corrsponding upward wav nrgy, u at th sam lvl. Similar rsults for SK sit in th NS dirction ar shown in Fig.4. Th total upward nrgy at L-97m adding th NS and W dirction is 83kJ/m 2 at t=5s, only 27% of that at L-83.4m in PI sit. Th upward nrgy u at L-25m (Point B) and at th surfac (Point A) valuat about 9% and lss than 2%, rspctivly, of u at L-97m (Point C), indicating again th clar dcrasing trnd of upward nrgy with dcrasing dpth. Th valu u obviously incrass until t=25 s, whil ( - ) shows rapid incras until t=5 s and stays almost constant with small fluctuations aftr that. Considring a low possibility of liqufaction in this sit judging from th soil condition, this incras sms to rflct th hystrtic nrgy dissipation du to a nonlinar strss vrsus strain rlationship in non-liqufid soils during strong shaking. Aftr t=5s, th incrasing rat of ( u - d ) bcoms minimal, whil u and d individually still kp rising with almost th sam rat. u d nrgy (kj/m 2 ) u ( s ), d, u - d L-m L-24.9m,, L-97m,,.2. L-m. -. Up,Down L-24.9m. -. Up, Down L-97m. -. Up, Down Tim (s) Fig.4 Tim-historis of nrgy (top) and particl vlocitis (bottom) at SK sit. nrgy (kj/m 2 ) u ( s ), d, u - d L -m L-25m,, L-m,, L-m Up, D ow n Tim (s) L-m Up,Dow n L-25m Up, D ow n Fig.5 Tim-historis of nrgy (top) and particl vlocitis (bottom) at TKS sit.

8 Th rsults of TKS sit in NS dirctions ar shown in Fig.5. At this sit, u at th surfac (Point A) is again much smallr than th dpr lvls at L-25 m (Point B) and L- m (Point C) dspit that th amplitud of th vlocity tim history is vidntly largr at th surfac. ( u - d ) at L- m approachs to an almost constant valu at t=2.5 s whil u and d rapidly incras thraftr. Th valu - ) at L-25 m shows a ngativ valu in ( u d th lattr part of th tim history probably du to rrors involvd in soil modling. Th rsults for KNK sit in th NS dirction ar shown in Fig.6. A rmarkabl diffrnc xists U p, D ow n in this sit in th vlocity amplitud btwn L-25 m and L- m in both dirctions on Tim (s) account of th big diffrnc in th impdanc btwn th bas rock of Vs=63 m/s and th Fig.6 Tim-historis of nrgy (top) and particl vlocitis (bottom) at KNK sit. ovrlying soil layr as shown in Fig.2. Th upward or downward nrgy incrass with a highr rat until t=7s or t=23s and thn kps constant or slowly incrass aftr that. In a good contrast with th prvious 3 sits, th upward nrgis at L- m (Point C), L-25 m (Point B) and L- m (Point A) ar not so diffrnt to ach othr dspit th aformntiond diffrnc in wav amplitud. In this sit, too, ( u - d ) stops rising at t=4 s dspit th sustaind incrass in u and small compard to u, and th ratio d thraftr. Th dissipatd nrgy u w is vry w / u is much lowr than that in th prvious thr sits. This indicats that th sismic motion causd minimal nonlinarity vn in th uppr layr in this sit, as was also dmonstratd by th invrsion analysis [3], rsulting in a small nrgy loss in th surfac layr and a larg nrgy rturn into th dpr ground. In most of th nrgy valuations dscribd abov, th incrasing trnd in ( u - d ) almost stops in th middl of th rcords dspit that u and d ar still incrasing. Th momnt whn ( u - d ) sms to stop its incras is pointd out by th arrow mark in Figs. 4 to 6. It may b notd that, aftr th arrow marks, th vlocity tim historis in th upward and downward dirctions bcom almost idntical in trms of th amplitud and sm to includ longr priod motion than bfor. Ths obsrvations sm to imply that surfac wavs bcom dominant in th lattr part of th rcords, in which th wav nrgy propagats horizontally. Up to that tim, th wav nrgy may b assumd to propagat ssntially in th vrtical dirction as th SH wav. Consquntly, th accumulatd nrgis ar all calculatd up to ths points to b usd in th latr nrgy analyss. nrgy (kj/m 2 ) u ( s ), d, u - d L-m L-25m,, L-m,, L-m Up,D own L-25m Up, Dow n L-m

9 NRY FLOW AT 4 SITS Fig.7 shows th nrgy flow rat pr scond at thr dpths in th principal axis of PI sit calculatd from th accumulatd nrgy tim historis indicatd in Fig.3. Th upward nrgy flow rats = d dt ar vry variabl with tim comprising multipl paks which corrspond to th stpr gradints of th tim history of cumulativ nrgis and hnc rflct wav form charactristics. Th gratr th dpths, th highr th flow rat paks and th arlir thy appar. Fig.8 indicats th rlationships btwn th cumulativ valu or maximum flow rat of upward nrgis vrsus th dpth obtaind by similar calculations at th 4 sits. Th nrgis in th horizontal axis ar xprssd in th logarithmic scal indicating that thr xists grat diffrnc in upward nrgis among th 4 sits. It should b notd that both th cumulativ nrgy and th nrgy flow rat rduc drastically as thy approach to th ground surfac xcpt in KNK sit whr th sismic shaking was mildr without significant soil nonlinar ffct. Lt us thn compar th surfac nrgis s or dissipatd nrgis w valuatd at Point B with th damping ratios in th corrsponding sits. Hr, th damping ratios in individual sublayrs, which wr back-calculatd in a sparat invstigation by Kokusho t al. [3], ar avragd by multiplying th wight of thicknss of ach sublayr shallowr than Point B of Fig.2. In Fig.9, th nrgy ratios s u ar plottd vrsus damping ratios D with opn symbols in th two dirctions at th 4 sits. It may wll b assumd dspit som data /s) 2 J / m ( k o w f l y g r n u82.4 u Tim (s) Fig.7 Tim-historis of nrgy flow rat at PI sit. ) ( m h pt D nrgy flow d/dt (kj/m 2 /s) or Accumulatd nrgy (kj/m 2 ).2 a t r PI s/u w PI ds/du l o f u SK s/u..8 SK ds/du x m a n d a TKS s/u.6 TKS ds/du o r s KNK s/w g y n KNK ds/du r.4 w n b t.2 o f o i R a t Damping ratio D (%) Fig.9 Accumulatd nrgy and nrgy flow rat vrsus optimizd damping ratio at 4 sits. s PI d/dt PI SK d/dt SK TKS d/dt TKS KNK d/dt Fig.8 Distributions of accumulatd nrgy and nrgy flow rat along dpth at 4 sits. KNK

10 scattrs that th ratio of surfac nrgy s to th upward nrgy u at Point B dcrass with incrasing avragd damping ratio as approximatd by th thin curv. Almost th sam trnd can b rcognizd for th ratios of th nrgy flow rats plottd with th closd symbols in th sam figur. In Fig., th nrgy ratios w u ar compard with th avragd damping ratios, whr w and u ar th dissipatd nrgy in th surfac layr shallowr than Point B and th upward nrgy at Point B, rspctivly. / u w o i t a r y g r n Damping ratio D (%) Th incrasing trnd of w u with incrasing damping ratio may b approximatd by th thin lin. Th dissipatd nrgy in th surfac layr amounts to 7-5% of th upward nrgy at th bas in th nar-fault sit PI, whil it is around 2% or lss in th rmot sit KNK, indicating that th rst of th upward nrgy rturns to th dpr arth again PIw/u SKw/u TKSw/u KNKTw/u Fig. Dissipatd nrgy vrsus optimizd damping ratio at 4 sits. Th combination of Figs.9 and indicats that, in a sit with smallr shaking, dissipatd nrgy is small and a larg prcntag of surfac nrgy coms up to th ground surfac. In a nar-fault sit with strong shaking, mor than a half of th upward nrgy is lost by soil damping insid th surfac layr and only a small portion arrivs at th surfac. Not that th nrgy ratio s u or s u is much lowr than. xcpt in KNK, indicating that th surfac nrgy tnds to b lowr than th upward nrgy at th bas in thos sits with strongr shaking and hnc with largr soil damping. NRY FLOW ANIS IN 2-LAYRS SYST In ordr to undrstand what mchanism controls th nrgy flow in layrd ground undr th assumption of on-dimnsional propagation of th SH wav, a simpl study on a 2-layrs systm has bn carrid out as dpictd in Fig.. Th thicknss of th surfac layr is H=3m and th soil dnsity in th surfac and bas layrs ar ρ = ρ 2 =2. t/m 3. Ths valus ar chosn so that th two-layrs modl can roughly rprsnt th surfac layr rspons in th vrtical array sits. S-wav vlocity in th bas layr is kpt constant as Vs 2 =33 m/s whil that in th surfac layr Vs is z, r,vs r, As 2,Vs2 A 2 s Surfac layr A p u As B B 2 d Bas layr s Fig. Two-layrs modl for D propagation of SH wav. H

11 paramtrically varid from 33m/s to 3m/s. Th impdanc ratio α = ρvs ρ2vs2 corrspondingly varis from unity to.99. Th damping ratio in th bas layr is assumd D 2 = whil that in th surfac layr is varid, D =-4%. Th input motion shown in Figs.2(a) which is th sam as th upward componnt in th principal axis in PI sit is givn at th bas layr. Th Fourir spctrum of th input motion shown in Fig.2(b) is compard with th transfr functions of th two-layrs systm shown in Fig.2(c),calculatd for diffrnt Vs with th damping ratio D =5%. Not that th dominant frquncy of th input motion is about.8 Hz although th spctrum has svral pak frquncis around thr. A cc.(m /s 2 ) Fourir spc.(gal sc) Spc.ratio (a) 9 (c) 6 3 P I L-83.4m (Incidnt w av) Tim (sc ) (b) Input w av Impdanc ratio α Frquncy (H z) Fig.3 shows th ratio of surfac nrgy s to th upward nrgy u at th bas in th vrtical axis vrsus th impdanc ratio α in th horizontal axis calculatd from th paramtric study dscribd abov. For D =, s taks a maximum valu whn α =.82 du to th rsonant ffct as indicatd from Figs.2(b) and (c). Howvr, th rsonant ffct diminishs as D bcoms largr, and s monotonically dcrass as α dcrass for D >%. In Fig.4, th flow rat of th upward nrgy ds dt is takn in plac of th accumulatd nrgy in th vrtical axis. In this cas, too, th flow rat shows a monotonic dcras with dcrasing impdanc ratio for D %. This indicats that th softr th surfac soil, th smallr th nrgy or its flow rat bcoms undr high soil damping in th surfac layr. Fig.5 dpicts th ratio of dissipatd nrgy w to th upward nrgy Fig.2 Acclration(a), Fourir spctrum(b) and spctrum ratio(c) usd in th analysis... Im pdanc ratio α=ρ Vs /ρ 2 Vs 2 u at th bas vrsus α obtaind from th sam paramtric study. Whil w = quit naturally for D =, w taks th maximum valu whn α =.82 undr highr damping ratios bcaus th mor wav nrgy is trappd and dissipatd in th surfac soil du to th rsonanc ffct. nrgy ratio s/u D =% 2.5% 5.% % 2 % 4 % Fig.3 Surfac nrgy vrsus impdanc

12 According to Figs.3, 4 and 5, it may b said that th sismic wav nrgy at th ground surfac is mostly smallr in soft soil sits than in stiff soil sits during dstructiv arthquaks, bcaus th soil damping in th surfac layr tnds to b gratr du to strong shaking particularly in soft soil sits. This viw sms to disagr with widly accptd prcption that arthquak damag is largr in soft soil sits. In discussing this problm, it is ssntial to distinguish gotchnical and structural aspcts in arthquak damag. Ndlss to say, gotchnical damag tnds to concntrat in soft soils. During th 923 Kanto arthquak, largr numbr of woodn houss ar said to hav collapsd in down-town soft soil ara than Plistocn stiff soil ara in Tokyo and triggrd grat firs killing many popl. Howvr, during 995 Kob arthquak on th contrary, woodn houss wr damagd mostly in stiff soil ara and littl shaking damag of suprstructurs including woodn houss occurrd in soft soil aras along th coast. In what follows, som considrations ar mad how th sismic wav nrgy is rlatd to structural failurs and on a possibility of th prformanc basd dsign using th sismic wav nrgy. Ratio of (d s/dt) max ;(surfac/bas) nrgy ratio w / u Im pdanc ratio α=ρ Vs /ρ 2 Vs 2..5 D =% 2.5% 5.% % 2 % 4 % Fig.4 nrgy flow rat at surfac vrsus impdanc ratio for diffrnt damping ratios. D =% 2.5% 5.% % 2 % 4 %.. Im pdanc ratio α=ρ Vs /ρ 2 Vs 2 Fig.5 Dissipatd nrgy vrsus impdanc ratio for diffrnt damping ratios. PRFORANC-BASD DSIN BY WAV NRY Obviously, structural damag is dirctly rlatd to inducd strain in mmbrs of suprstructur. Hr, a suprstructur is idalizd by a shar vibrating systm rsting on a foundation ground as dpictd in Fig.6. If th width of th structur is larg nough, th intraction btwn th foundation ground may b approximatd by th 2-layrs systm. Thn, shar strain in th supr structur is xprssd as

13 * * 4sinkst ( Hst z) αst s γ = * ik ( ) * * ( ) * 3 st Hst ik st H α st st αst ρstvs + + st (2) / 2 z whr, H st =hight of suprstructur, k * st =complx * Shar-vibrating H wav numbr in suprstructur, α st =complx st structur, impdanc ratio, ρ st =quivalnt dnsity of structur r st, Vsst, and Vs st =quivalnt S-wav vlocity of structur. r,vs s This quation indicats that th structural strain is proportional to th squar root of th nrgy flow rat at Foundation ground th foundation ground, s = ds dt, and proportional to Fig.6 Two-layrs shar-mod th squar root of th impdanc ratio btwn th systm approximating a structur structur and th foundation ground, αst = ρstvsst ρvs. rsting on soil q.(2) indicats th nrgy flow rat at th ground surfac s dirctly controls th inducd strain in th suprstructur. In rality, suprstructurs ar not so simpl as idalizd by uniform shar bams. Thy bhav mor lik lumpd mass-spring systms with limitd width and vibrat in bnding-shar mods. Howvr, it may b possibl to find quivalnt paramtrs for th idalization which basically satisfis q.(2). Th inducd strain thus valuatd from th nrgy flow rat can b compard with yild strain and corrlatd with diffrnt stps of structural intgrity to b usd for th prformanc-basd dsign. st st For structurs with high flxibility and low damping such as buildings and houss, shar strain inducd cycl by cycl sms dcisiv for th failur of th structur. Consquntly, th nrgy flow rat bcoms a ky paramtr as indicatd in q.(2) for th prformanc basd dsign. In contrast, for structurs with highr rigidity and highr damping ratio such as rtaining walls, soil structurs, slops, tc., total strain accumulatd by a numbr of loading cycls ar ssntial for th structural prformanc. Thrfor, th accumulatd nrgy should b usd in plac of th nrgy flow rat in dsigning such structurs. So far, in sismic dsign practic th sismic input has bn dfind by acclration, vlocity or thir spctral valus. In ordr to us sismic wav nrgy for th prformanc-basd dsign, dsign wav nrgy should b dfind in plac of th convntional paramtrs such as acclration or vlocity. Not only th nrgy but also tim historis or spctral data ar ncssary in ordr to comput nrgy flow or flow rat. Consquntly th nrgy approach is similar to dtaild dynamic analyss using sismic motions. Howvr, th ky of th nrgy approach is to dfin a dsign input motion in trms of nrgy, which nabls diffrnt analytical rsults using dsign motions with diffrnt dominant frquncy, diffrnt duration, tc. to compar on th sam scal through th nrgy concpt.

14 CONCLUSIONS nrgy analyss on rcordd motions at 4 vrtical array sits yild th following major findings; ) It is possibl to quantify nrgy flow in a surfac ground by using vrtical array rcords basd on th assumption of th vrtical propagation of th SH wav so long as th influnc of surfac wavs is ngligibl. 2) Th ratio of th upward nrgy at th ground surfac to th upward nrgy at th bas, s u, is much lowr than. in sits with strong shaking bcaus of soil modulus dgradation and incrasd soil damping, which almost cancls th nrgy storag ffct in th surfac layr by rsonanc vn if it vr occurs. 3) Th dissipatd nrgy w in th surfac layr amounts to 65% of th upward nrgy u at th bas in th nar-fault sit with strong input motion PI, whil it is around 2% or lss in a distant sit KNK in indicating that th rst of th upward nrgy rturns to th dp arth. 4) Th flow rat of upward nrgy is vry variabl with tim comprising multipl paks which corrspond to th stpr gradints of th accumulatd nrgis and hnc rflct wav form charactristics. 5) Th upward nrgy and th nrgy flow rat tnd to rduc drastically as thy approach to th ground surfac in thos sits xprincing strong motion attacks and hnc significantly rflct soil nonlinarity ffct. Simpl analyss on SH-wav propagation in 2-layrs systm with variabl impdanc ratio, in which a sismic motion is givn at th bas layr, indicat th following; 6) With incrasing damping ratio in th surfac layr, th surfac nrgy dcrass whil th dissipatd nrgy incrass, rspctivly. Th trnds ar vry similar to thos obsrvd in th analytical rsults for th nrgy flow in th vrtical array sits. 7) Th surfac nrgy or its flow rat which is xpctd to incras du to rsonanc in th surfac layr cannot bcom so larg bcaus of xrtd larg soil damping in soft soil sits. If larg damping ratio of mor than % is assumd, th surfac nrgy tnds to dcras with dcrasing impdanc ratio. 8) Basd on 5) and 7) abov, th gnral prcption that soft soil sits ar mor suscptibl to havir arthquak shaking damag than stiff soil sits may not b appropriat if th ground surfac nrgy is th ky paramtr for structural failurs by sismic shaking. If a structur rsting on a ground can b idalizd by a two-layrs systm of shar-mod vibration, th inducd strain in th structur is dirctly rlatd to th sismic wav nrgy. Consquntly, th prformanc-basd dsign in which inducd structural strain is compard with thrshold strains for various structural prformanc may b rcommndd by using th sismic wav nrgy. Th nrgy approach nabls diffrnt analytical rsults using dsign motions with diffrnt dominant frquncy, diffrnt duration, tc. to compar in th sam nrgy principl.

15 ACKNOWLDNTS Th Kansai lctric Powr Company and th Kob unicipal Offic who succssfully rcordd th vrtical array data and CORKA (Th Committ for arthquak Obsrvation Rsarch in Kansai Ara) who gnrously distributd thm ar gratfully acknowldgd. RFRNCS. Kanai, K., Tanaka, T., Yoshizawa, S. Comparativ studis of arthquak motions on th ground and undrground. Bulltin of th arthquak Rsarch Institut, Tokyo Univrsity, Vol.37, 959: Schnabl, P. B., Lysmr, J. & Sd, H. B. SHAK, A computr program for arthquak rspons analysis of horizontally layrd sits. Rport RC 72-2, Univrsity of California Brkly, Kokusho, T., atsumoto,. and Sato, K. Nonlinar sismic proprtis back-calculatd from strong motions during Hyogokn-Nambu Q. Proc. World Confrnc on arthquak nginring (Acapulco), 996, CD-publication. 4. Kokusho, T. and otoyama, R. nrgy dissipation in surfac layr du to vrtically propagating SH wav. Journal of otchnical and onvironmntal nginring, ASC, Vol.28, No.4, 22: Kokusho, T. and atsumoto, : Nonlinarity in sit amplification and soil proprtis during th 995 Hyogokn-Nambu arthquak. Spcial Issu of Soils and Foundations, 998: lgamal,a.w., Zghal,. and Parra,. Idntification and modling of arthquak ground rspons. Proc. st Intrnational Confrnc on arthquak otchnical nginring, Balkma, Rottrdam, Th Nthrlands, Vol.3, 995:

22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches.

22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches. Subjct Chmistry Papr No and Titl Modul No and Titl Modul Tag 8/ Physical Spctroscopy / Brakdown of th Born-Oppnhimr approximation. Slction ruls for rotational-vibrational transitions. P, R branchs. CHE_P8_M

More information

INFLUENCE OF GROUND SUBSIDENCE IN THE DAMAGE TO MEXICO CITY S PRIMARY WATER SYSTEM DUE TO THE 1985 EARTHQUAKE

INFLUENCE OF GROUND SUBSIDENCE IN THE DAMAGE TO MEXICO CITY S PRIMARY WATER SYSTEM DUE TO THE 1985 EARTHQUAKE 13 th World Confrnc on Earthquak Enginring Vancouvr, B.C., Canada August 1-6, 2004 Papr No. 2165 INFLUENCE OF GROUND SUBSIDENCE IN THE DAMAGE TO MEXICO CITY S PRIMARY WATER SYSTEM DUE TO THE 1985 EARTHQUAKE

More information

EXST Regression Techniques Page 1

EXST Regression Techniques Page 1 EXST704 - Rgrssion Tchniqus Pag 1 Masurmnt rrors in X W hav assumd that all variation is in Y. Masurmnt rror in this variabl will not ffct th rsults, as long as thy ar uncorrlatd and unbiasd, sinc thy

More information

Determination of Vibrational and Electronic Parameters From an Electronic Spectrum of I 2 and a Birge-Sponer Plot

Determination of Vibrational and Electronic Parameters From an Electronic Spectrum of I 2 and a Birge-Sponer Plot 5 J. Phys. Chm G Dtrmination of Vibrational and Elctronic Paramtrs From an Elctronic Spctrum of I 2 and a Birg-Sponr Plot 1 15 2 25 3 35 4 45 Dpartmnt of Chmistry, Gustavus Adolphus Collg. 8 Wst Collg

More information

A Propagating Wave Packet Group Velocity Dispersion

A Propagating Wave Packet Group Velocity Dispersion Lctur 8 Phys 375 A Propagating Wav Packt Group Vlocity Disprsion Ovrviw and Motivation: In th last lctur w lookd at a localizd solution t) to th 1D fr-particl Schrödingr quation (SE) that corrsponds to

More information

Directivity effect of the 2016 Kumamoto Earthquake on both the ground motion and the damage of wooden house

Directivity effect of the 2016 Kumamoto Earthquake on both the ground motion and the damage of wooden house Dirctivit ffct of th 216 Kumamoto Earthquak on both th ground motion and th damag of woodn hous *Haato Nishikawa 1) and Tomia Takatani 2) 1), 2) Nat l Institut of Tchnolog, Maizuru Collg, Maizuru, Koto

More information

KINEMATIC SOIL-STRUCTURE INTERACTION EFFECTS ON MAXIMUM INELASTIC DISPLACEMENT DEMANDS OF SDOF SYSTEMS

KINEMATIC SOIL-STRUCTURE INTERACTION EFFECTS ON MAXIMUM INELASTIC DISPLACEMENT DEMANDS OF SDOF SYSTEMS Th 14 th World Confrnc on Earthquak Enginring Octobr 12-17, 2008, Bijing, China KINEMATIC SOIL-STRUCTURE INTERACTION EFFECTS ON MAXIMUM INELASTIC DISPLACEMENT DEMANDS OF SDOF SYSTEMS Y.Y. Lin 1 1 Associat

More information

Title: Vibrational structure of electronic transition

Title: Vibrational structure of electronic transition Titl: Vibrational structur of lctronic transition Pag- Th band spctrum sn in th Ultra-Violt (UV) and visibl (VIS) rgions of th lctromagntic spctrum can not intrprtd as vibrational and rotational spctrum

More information

Search sequence databases 3 10/25/2016

Search sequence databases 3 10/25/2016 Sarch squnc databass 3 10/25/2016 Etrm valu distribution Ø Suppos X is a random variabl with probability dnsity function p(, w sampl a larg numbr S of indpndnt valus of X from this distribution for an

More information

5.80 Small-Molecule Spectroscopy and Dynamics

5.80 Small-Molecule Spectroscopy and Dynamics MIT OpnCoursWar http://ocw.mit.du 5.80 Small-Molcul Spctroscopy and Dynamics Fall 008 For information about citing ths matrials or our Trms of Us, visit: http://ocw.mit.du/trms. Lctur # 3 Supplmnt Contnts

More information

2008 AP Calculus BC Multiple Choice Exam

2008 AP Calculus BC Multiple Choice Exam 008 AP Multipl Choic Eam Nam 008 AP Calculus BC Multipl Choic Eam Sction No Calculator Activ AP Calculus 008 BC Multipl Choic. At tim t 0, a particl moving in th -plan is th acclration vctor of th particl

More information

Einstein Equations for Tetrad Fields

Einstein Equations for Tetrad Fields Apiron, Vol 13, No, Octobr 006 6 Einstin Equations for Ttrad Filds Ali Rıza ŞAHİN, R T L Istanbul (Turky) Evry mtric tnsor can b xprssd by th innr product of ttrad filds W prov that Einstin quations for

More information

Parametic study of kinematic soil-pile interaction in two layer soil profile

Parametic study of kinematic soil-pile interaction in two layer soil profile Scintific Cooprations Journal of Civil Enginring and Architctur, Vol., Issu., August-05 37 Paramtic study of kinmatic soil-pil intraction in two layr soil profil Irshad Ahmad Univrsity of Enginring and

More information

Exam 1. It is important that you clearly show your work and mark the final answer clearly, closed book, closed notes, no calculator.

Exam 1. It is important that you clearly show your work and mark the final answer clearly, closed book, closed notes, no calculator. Exam N a m : _ S O L U T I O N P U I D : I n s t r u c t i o n s : It is important that you clarly show your work and mark th final answr clarly, closd book, closd nots, no calculator. T i m : h o u r

More information

MAXIMUM RESPONSE EVALUATION OF TRADITIONAL WOODEN HOUSES BASED ON MICROTREMOR MEASUREMENTS

MAXIMUM RESPONSE EVALUATION OF TRADITIONAL WOODEN HOUSES BASED ON MICROTREMOR MEASUREMENTS MAXIMUM RESPONSE EVALUATION OF TRADITIONAL WOODEN HOUSES BASED ON MICROTREMOR MEASUREMENTS Mina Sugino, Saki Ohmura, Satomi Tokuoka 3, Yasuhiro Hayashi 4 ABSTRACT: Th objctiv of this study is to propos

More information

2. Background Material

2. Background Material S. Blair Sptmbr 3, 003 4. Background Matrial Th rst of this cours dals with th gnration, modulation, propagation, and ction of optical radiation. As such, bic background in lctromagntics and optics nds

More information

Math 34A. Final Review

Math 34A. Final Review Math A Final Rviw 1) Us th graph of y10 to find approimat valus: a) 50 0. b) y (0.65) solution for part a) first writ an quation: 50 0. now tak th logarithm of both sids: log() log(50 0. ) pand th right

More information

Full Waveform Inversion Using an Energy-Based Objective Function with Efficient Calculation of the Gradient

Full Waveform Inversion Using an Energy-Based Objective Function with Efficient Calculation of the Gradient Full Wavform Invrsion Using an Enrgy-Basd Objctiv Function with Efficint Calculation of th Gradint Itm yp Confrnc Papr Authors Choi, Yun Sok; Alkhalifah, ariq Ali Citation Choi Y, Alkhalifah (217) Full

More information

orbiting electron turns out to be wrong even though it Unfortunately, the classical visualization of the

orbiting electron turns out to be wrong even though it Unfortunately, the classical visualization of the Lctur 22-1 Byond Bohr Modl Unfortunatly, th classical visualization of th orbiting lctron turns out to b wrong vn though it still givs us a simpl way to think of th atom. Quantum Mchanics is ndd to truly

More information

Two Products Manufacturer s Production Decisions with Carbon Constraint

Two Products Manufacturer s Production Decisions with Carbon Constraint Managmnt Scinc and Enginring Vol 7 No 3 pp 3-34 DOI:3968/jms9335X374 ISSN 93-34 [Print] ISSN 93-35X [Onlin] wwwcscanadant wwwcscanadaorg Two Products Manufacturr s Production Dcisions with Carbon Constraint

More information

Hydrogen Atom and One Electron Ions

Hydrogen Atom and One Electron Ions Hydrogn Atom and On Elctron Ions Th Schrödingr quation for this two-body problm starts out th sam as th gnral two-body Schrödingr quation. First w sparat out th motion of th cntr of mass. Th intrnal potntial

More information

Higher order derivatives

Higher order derivatives Robrto s Nots on Diffrntial Calculus Chaptr 4: Basic diffrntiation ruls Sction 7 Highr ordr drivativs What you nd to know alrady: Basic diffrntiation ruls. What you can larn hr: How to rpat th procss of

More information

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory Ch. 4 Molcular Raction Dynamics 1. Collision Thory Lctur 16. Diffusion-Controlld Raction 3. Th Matrial Balanc Equation 4. Transition Stat Thory: Th Eyring Equation 5. Transition Stat Thory: Thrmodynamic

More information

de/dx Effectively all charged particles except electrons

de/dx Effectively all charged particles except electrons de/dx Lt s nxt turn our attntion to how chargd particls los nrgy in mattr To start with w ll considr only havy chargd particls lik muons, pions, protons, alphas, havy ions, Effctivly all chargd particls

More information

15. Stress-Strain behavior of soils

15. Stress-Strain behavior of soils 15. Strss-Strain bhavior of soils Sand bhavior Usually shard undr draind conditions (rlativly high prmability mans xcss por prssurs ar not gnratd). Paramtrs govrning sand bhaviour is: Rlativ dnsity Effctiv

More information

Principles of Humidity Dalton s law

Principles of Humidity Dalton s law Principls of Humidity Dalton s law Air is a mixtur of diffrnt gass. Th main gas componnts ar: Gas componnt volum [%] wight [%] Nitrogn N 2 78,03 75,47 Oxygn O 2 20,99 23,20 Argon Ar 0,93 1,28 Carbon dioxid

More information

The graph of y = x (or y = ) consists of two branches, As x 0, y + ; as x 0, y +. x = 0 is the

The graph of y = x (or y = ) consists of two branches, As x 0, y + ; as x 0, y +. x = 0 is the Copyright itutcom 005 Fr download & print from wwwitutcom Do not rproduc by othr mans Functions and graphs Powr functions Th graph of n y, for n Q (st of rational numbrs) y is a straight lin through th

More information

4.2 Design of Sections for Flexure

4.2 Design of Sections for Flexure 4. Dsign of Sctions for Flxur This sction covrs th following topics Prliminary Dsign Final Dsign for Typ 1 Mmbrs Spcial Cas Calculation of Momnt Dmand For simply supportd prstrssd bams, th maximum momnt

More information

A Prey-Predator Model with an Alternative Food for the Predator, Harvesting of Both the Species and with A Gestation Period for Interaction

A Prey-Predator Model with an Alternative Food for the Predator, Harvesting of Both the Species and with A Gestation Period for Interaction Int. J. Opn Problms Compt. Math., Vol., o., Jun 008 A Pry-Prdator Modl with an Altrnativ Food for th Prdator, Harvsting of Both th Spcis and with A Gstation Priod for Intraction K. L. arayan and. CH. P.

More information

are given in the table below. t (hours)

are given in the table below. t (hours) CALCULUS WORKSHEET ON INTEGRATION WITH DATA Work th following on notbook papr. Giv dcimal answrs corrct to thr dcimal placs.. A tank contains gallons of oil at tim t = hours. Oil is bing pumpd into th

More information

Estimation of apparent fraction defective: A mathematical approach

Estimation of apparent fraction defective: A mathematical approach Availabl onlin at www.plagiarsarchlibrary.com Plagia Rsarch Library Advancs in Applid Scinc Rsarch, 011, (): 84-89 ISSN: 0976-8610 CODEN (USA): AASRFC Estimation of apparnt fraction dfctiv: A mathmatical

More information

Sara Godoy del Olmo Calculation of contaminated soil volumes : Geostatistics applied to a hydrocarbons spill Lac Megantic Case

Sara Godoy del Olmo Calculation of contaminated soil volumes : Geostatistics applied to a hydrocarbons spill Lac Megantic Case wwwnvisol-canadaca Sara Godoy dl Olmo Calculation of contaminatd soil volums : Gostatistics applid to a hydrocarbons spill Lac Mgantic Cas Gostatistics: study of a PH contamination CONTEXT OF THE STUDY

More information

Dynamic response of a finite length euler-bernoulli beam on linear and nonlinear viscoelastic foundations to a concentrated moving force

Dynamic response of a finite length euler-bernoulli beam on linear and nonlinear viscoelastic foundations to a concentrated moving force Journal of Mchanical Scinc and Tchnology 2 (1) (21) 1957~1961 www.springrlink.com/contnt/1738-9x DOI 1.17/s1226-1-7-x Dynamic rspons of a finit lngth ulr-brnoulli bam on linar and nonlinar viscolastic

More information

Lecture Outline. Skin Depth Power Flow 8/7/2018. EE 4347 Applied Electromagnetics. Topic 3e

Lecture Outline. Skin Depth Power Flow 8/7/2018. EE 4347 Applied Electromagnetics. Topic 3e 8/7/018 Cours Instructor Dr. Raymond C. Rumpf Offic: A 337 Phon: (915) 747 6958 E Mail: rcrumpf@utp.du EE 4347 Applid Elctromagntics Topic 3 Skin Dpth & Powr Flow Skin Dpth Ths & Powr nots Flow may contain

More information

The influence of electron trap on photoelectron decay behavior in silver halide

The influence of electron trap on photoelectron decay behavior in silver halide Th influnc of lctron trap on photolctron dcay bhavior in silvr halid Rongjuan Liu, Xiaowi Li 1, Xiaodong Tian, Shaopng Yang and Guangshng Fu Collg of Physics Scinc and Tchnology, Hbi Univrsity, Baoding,

More information

That is, we start with a general matrix: And end with a simpler matrix:

That is, we start with a general matrix: And end with a simpler matrix: DIAGON ALIZATION OF THE STR ESS TEN SOR INTRO DUCTIO N By th us of Cauchy s thorm w ar abl to rduc th numbr of strss componnts in th strss tnsor to only nin valus. An additional simplification of th strss

More information

Evaluating Reliability Systems by Using Weibull & New Weibull Extension Distributions Mushtak A.K. Shiker

Evaluating Reliability Systems by Using Weibull & New Weibull Extension Distributions Mushtak A.K. Shiker Evaluating Rliability Systms by Using Wibull & Nw Wibull Extnsion Distributions Mushtak A.K. Shikr مشتاق عبذ الغني شخير Univrsity of Babylon, Collg of Education (Ibn Hayan), Dpt. of Mathmatics Abstract

More information

What are those βs anyway? Understanding Design Matrix & Odds ratios

What are those βs anyway? Understanding Design Matrix & Odds ratios Ral paramtr stimat WILD 750 - Wildlif Population Analysis of 6 What ar thos βs anyway? Undrsting Dsign Matrix & Odds ratios Rfrncs Hosmr D.W.. Lmshow. 000. Applid logistic rgrssion. John Wily & ons Inc.

More information

MCB137: Physical Biology of the Cell Spring 2017 Homework 6: Ligand binding and the MWC model of allostery (Due 3/23/17)

MCB137: Physical Biology of the Cell Spring 2017 Homework 6: Ligand binding and the MWC model of allostery (Due 3/23/17) MCB37: Physical Biology of th Cll Spring 207 Homwork 6: Ligand binding and th MWC modl of allostry (Du 3/23/7) Hrnan G. Garcia March 2, 207 Simpl rprssion In class, w drivd a mathmatical modl of how simpl

More information

First derivative analysis

First derivative analysis Robrto s Nots on Dirntial Calculus Chaptr 8: Graphical analysis Sction First drivativ analysis What you nd to know alrady: How to us drivativs to idntiy th critical valus o a unction and its trm points

More information

6. The Interaction of Light and Matter

6. The Interaction of Light and Matter 6. Th Intraction of Light and Mattr - Th intraction of light and mattr is what maks lif intrsting. - Light causs mattr to vibrat. Mattr in turn mits light, which intrfrs with th original light. - Excitd

More information

Elements of Statistical Thermodynamics

Elements of Statistical Thermodynamics 24 Elmnts of Statistical Thrmodynamics Statistical thrmodynamics is a branch of knowldg that has its own postulats and tchniqus. W do not attmpt to giv hr vn an introduction to th fild. In this chaptr,

More information

Definition1: The ratio of the radiation intensity in a given direction from the antenna to the radiation intensity averaged over all directions.

Definition1: The ratio of the radiation intensity in a given direction from the antenna to the radiation intensity averaged over all directions. Dirctivity or Dirctiv Gain. 1 Dfinition1: Dirctivity Th ratio of th radiation intnsity in a givn dirction from th antnna to th radiation intnsity avragd ovr all dirctions. Dfinition2: Th avg U is obtaind

More information

Davisson Germer experiment

Davisson Germer experiment Announcmnts: Davisson Grmr xprimnt Homwork st 5 is today. Homwork st 6 will b postd latr today. Mad a good guss about th Nobl Priz for 2013 Clinton Davisson and Lstr Grmr. Davisson won Nobl Priz in 1937.

More information

Dynamic Modelling of Hoisting Steel Wire Rope. Da-zhi CAO, Wen-zheng DU, Bao-zhu MA *

Dynamic Modelling of Hoisting Steel Wire Rope. Da-zhi CAO, Wen-zheng DU, Bao-zhu MA * 17 nd Intrnational Confrnc on Mchanical Control and Automation (ICMCA 17) ISBN: 978-1-6595-46-8 Dynamic Modlling of Hoisting Stl Wir Rop Da-zhi CAO, Wn-zhng DU, Bao-zhu MA * and Su-bing LIU Xi an High

More information

The pn junction: 2 Current vs Voltage (IV) characteristics

The pn junction: 2 Current vs Voltage (IV) characteristics Th pn junction: Currnt vs Voltag (V) charactristics Considr a pn junction in quilibrium with no applid xtrnal voltag: o th V E F E F V p-typ Dpltion rgion n-typ Elctron movmnt across th junction: 1. n

More information

Effects of Wave Non-Linearity on Residual Pore Pressures in Marine Sediments

Effects of Wave Non-Linearity on Residual Pore Pressures in Marine Sediments Th Opn Civil Enginring Journal, 8,, 63-74 63 Effcts of Wav Non-Linarity on Rsidual Por Prssurs in Marin Sdimnts Dong-Shng Jng* Opn Accss Division of Civil Enginring, School of Enginring, Physics and Mathmatics,

More information

MEASURING HEAT FLUX FROM A COMPONENT ON A PCB

MEASURING HEAT FLUX FROM A COMPONENT ON A PCB MEASURING HEAT FLUX FROM A COMPONENT ON A PCB INTRODUCTION Elctronic circuit boards consist of componnts which gnrats substantial amounts of hat during thir opration. A clar knowldg of th lvl of hat dissipation

More information

On the Hamiltonian of a Multi-Electron Atom

On the Hamiltonian of a Multi-Electron Atom On th Hamiltonian of a Multi-Elctron Atom Austn Gronr Drxl Univrsity Philadlphia, PA Octobr 29, 2010 1 Introduction In this papr, w will xhibit th procss of achiving th Hamiltonian for an lctron gas. Making

More information

4. Money cannot be neutral in the short-run the neutrality of money is exclusively a medium run phenomenon.

4. Money cannot be neutral in the short-run the neutrality of money is exclusively a medium run phenomenon. PART I TRUE/FALSE/UNCERTAIN (5 points ach) 1. Lik xpansionary montary policy, xpansionary fiscal policy rturns output in th mdium run to its natural lvl, and incrass prics. Thrfor, fiscal policy is also

More information

Part 7: Capacitance And Capacitors

Part 7: Capacitance And Capacitors Part 7: apacitanc And apacitors 7. Elctric harg And Elctric Filds onsidr a pair of flat, conducting plats, arrangd paralll to ach othr (as in figur 7.) and sparatd by an insulator, which may simply b air.

More information

Radiation Physics Laboratory - Complementary Exercise Set MeBiom 2016/2017

Radiation Physics Laboratory - Complementary Exercise Set MeBiom 2016/2017 Th following qustions ar to b answrd individually. Usful information such as tabls with dtctor charactristics and graphs with th proprtis of matrials ar availabl in th cours wb sit: http://www.lip.pt/~patricia/fisicadaradiacao.

More information

Sec 2.3 Modeling with First Order Equations

Sec 2.3 Modeling with First Order Equations Sc.3 Modling with First Ordr Equations Mathmatical modls charactriz physical systms, oftn using diffrntial quations. Modl Construction: Translating physical situation into mathmatical trms. Clarly stat

More information

Design Guidelines for Quartz Crystal Oscillators. R 1 Motional Resistance L 1 Motional Inductance C 1 Motional Capacitance C 0 Shunt Capacitance

Design Guidelines for Quartz Crystal Oscillators. R 1 Motional Resistance L 1 Motional Inductance C 1 Motional Capacitance C 0 Shunt Capacitance TECHNICAL NTE 30 Dsign Guidlins for Quartz Crystal scillators Introduction A CMS Pirc oscillator circuit is wll known and is widly usd for its xcllnt frquncy stability and th wid rang of frquncis ovr which

More information

1.2 Faraday s law A changing magnetic field induces an electric field. Their relation is given by:

1.2 Faraday s law A changing magnetic field induces an electric field. Their relation is given by: Elctromagntic Induction. Lorntz forc on moving charg Point charg moving at vlocity v, F qv B () For a sction of lctric currnt I in a thin wir dl is Idl, th forc is df Idl B () Elctromotiv forc f s any

More information

surface of a dielectric-metal interface. It is commonly used today for discovering the ways in

surface of a dielectric-metal interface. It is commonly used today for discovering the ways in Surfac plasmon rsonanc is snsitiv mchanism for obsrving slight changs nar th surfac of a dilctric-mtal intrfac. It is commonl usd toda for discovring th was in which protins intract with thir nvironmnt,

More information

EFFECT OF CONSOLIDATION RATIOS ON MAXIMUM DYNAMIC SHEAR MODULUS OF SANDS

EFFECT OF CONSOLIDATION RATIOS ON MAXIMUM DYNAMIC SHEAR MODULUS OF SANDS Octobr 12-17, 28, Bijing, China EFFECT OF CONSOLIDATION RATIOS ON MAXIMUM DYNAMIC SHEAR MODULUS OF SANDS Xiaoming YUAN 1 Jing SUN 2 and Rui SUN 3 1 Profssor, Dpt. of otchnical Enginring, Institut of Enginring

More information

Homotopy perturbation technique

Homotopy perturbation technique Comput. Mthods Appl. Mch. Engrg. 178 (1999) 257±262 www.lsvir.com/locat/cma Homotopy prturbation tchniqu Ji-Huan H 1 Shanghai Univrsity, Shanghai Institut of Applid Mathmatics and Mchanics, Shanghai 272,

More information

ph People Grade Level: basic Duration: minutes Setting: classroom or field site

ph People Grade Level: basic Duration: minutes Setting: classroom or field site ph Popl Adaptd from: Whr Ar th Frogs? in Projct WET: Curriculum & Activity Guid. Bozman: Th Watrcours and th Council for Environmntal Education, 1995. ph Grad Lvl: basic Duration: 10 15 minuts Stting:

More information

Coupled Pendulums. Two normal modes.

Coupled Pendulums. Two normal modes. Tim Dpndnt Two Stat Problm Coupld Pndulums Wak spring Two normal mods. No friction. No air rsistanc. Prfct Spring Start Swinging Som tim latr - swings with full amplitud. stationary M +n L M +m Elctron

More information

2. Laser physics - basics

2. Laser physics - basics . Lasr physics - basics Spontanous and stimulatd procsss Einstin A and B cofficints Rat quation analysis Gain saturation What is a lasr? LASER: Light Amplification by Stimulatd Emission of Radiation "light"

More information

Sliding Mode Flow Rate Observer Design

Sliding Mode Flow Rate Observer Design Sliding Mod Flow Rat Obsrvr Dsign Song Liu and Bin Yao School of Mchanical Enginring, Purdu Univrsity, Wst Lafaytt, IN797, USA liu(byao)@purdudu Abstract Dynamic flow rat information is ndd in a lot of

More information

ECE507 - Plasma Physics and Applications

ECE507 - Plasma Physics and Applications ECE507 - Plasma Physics and Applications Lctur 7 Prof. Jorg Rocca and Dr. Frnando Tomasl Dpartmnt of Elctrical and Computr Enginring Collisional and radiativ procsss All particls in a plasma intract with

More information

10. The Discrete-Time Fourier Transform (DTFT)

10. The Discrete-Time Fourier Transform (DTFT) Th Discrt-Tim Fourir Transform (DTFT Dfinition of th discrt-tim Fourir transform Th Fourir rprsntation of signals plays an important rol in both continuous and discrt signal procssing In this sction w

More information

Division of Mechanics Lund University MULTIBODY DYNAMICS. Examination Name (write in block letters):.

Division of Mechanics Lund University MULTIBODY DYNAMICS. Examination Name (write in block letters):. Division of Mchanics Lund Univrsity MULTIBODY DYNMICS Examination 7033 Nam (writ in block lttrs):. Id.-numbr: Writtn xamination with fiv tasks. Plas chck that all tasks ar includd. clan copy of th solutions

More information

ECE 344 Microwave Fundamentals

ECE 344 Microwave Fundamentals ECE 44 Microwav Fundamntals Lctur 08: Powr Dividrs and Couplrs Part Prpard By Dr. hrif Hkal 4/0/08 Microwav Dvics 4/0/08 Microwav Dvics 4/0/08 Powr Dividrs and Couplrs Powr dividrs, combinrs and dirctional

More information

4 x 4, and. where x is Town Square

4 x 4, and. where x is Town Square Accumulation and Population Dnsity E. A city locatd along a straight highway has a population whos dnsity can b approimatd by th function p 5 4 th distanc from th town squar, masurd in mils, whr 4 4, and

More information

Bifurcation Theory. , a stationary point, depends on the value of α. At certain values

Bifurcation Theory. , a stationary point, depends on the value of α. At certain values Dnamic Macroconomic Thor Prof. Thomas Lux Bifurcation Thor Bifurcation: qualitativ chang in th natur of th solution occurs if a paramtr passs through a critical point bifurcation or branch valu. Local

More information

Contemporary, atomic, nuclear, and particle physics

Contemporary, atomic, nuclear, and particle physics Contmporary, atomic, nuclar, and particl physics 1 Blackbody radiation as a thrmal quilibrium condition (in vacuum this is th only hat loss) Exampl-1 black plan surfac at a constant high tmpratur T h is

More information

Principles of active remote sensing: Lidars. 1. Optical interactions of relevance to lasers. Lecture 22

Principles of active remote sensing: Lidars. 1. Optical interactions of relevance to lasers. Lecture 22 Lctur 22 Principls of activ rmot snsing: Lidars Ojctivs: 1. Optical intractions of rlvanc to lasrs. 2. Gnral principls of lidars. 3. Lidar quation. quird rading: G: 8.4.1, 8.4.2 Additional/advancd rading:.m.

More information

Collisions between electrons and ions

Collisions between electrons and ions DRAFT 1 Collisions btwn lctrons and ions Flix I. Parra Rudolf Pirls Cntr for Thortical Physics, Unirsity of Oxford, Oxford OX1 NP, UK This rsion is of 8 May 217 1. Introduction Th Fokkr-Planck collision

More information

Fourier Transforms and the Wave Equation. Key Mathematics: More Fourier transform theory, especially as applied to solving the wave equation.

Fourier Transforms and the Wave Equation. Key Mathematics: More Fourier transform theory, especially as applied to solving the wave equation. Lur 7 Fourir Transforms and th Wav Euation Ovrviw and Motivation: W first discuss a fw faturs of th Fourir transform (FT), and thn w solv th initial-valu problm for th wav uation using th Fourir transform

More information

4037 ADDITIONAL MATHEMATICS

4037 ADDITIONAL MATHEMATICS CAMBRIDGE INTERNATIONAL EXAMINATIONS GCE Ordinary Lvl MARK SCHEME for th Octobr/Novmbr 0 sris 40 ADDITIONAL MATHEMATICS 40/ Papr, maimum raw mark 80 This mark schm is publishd as an aid to tachrs and candidats,

More information

Quasi-Classical States of the Simple Harmonic Oscillator

Quasi-Classical States of the Simple Harmonic Oscillator Quasi-Classical Stats of th Simpl Harmonic Oscillator (Draft Vrsion) Introduction: Why Look for Eignstats of th Annihilation Oprator? Excpt for th ground stat, th corrspondnc btwn th quantum nrgy ignstats

More information

Lecture 37 (Schrödinger Equation) Physics Spring 2018 Douglas Fields

Lecture 37 (Schrödinger Equation) Physics Spring 2018 Douglas Fields Lctur 37 (Schrödingr Equation) Physics 6-01 Spring 018 Douglas Filds Rducd Mass OK, so th Bohr modl of th atom givs nrgy lvls: E n 1 k m n 4 But, this has on problm it was dvlopd assuming th acclration

More information

Voltage, Current, Power, Series Resistance, Parallel Resistance, and Diodes

Voltage, Current, Power, Series Resistance, Parallel Resistance, and Diodes Lctur 1. oltag, Currnt, Powr, Sris sistanc, Paralll sistanc, and Diods Whn you start to dal with lctronics thr ar thr main concpts to start with: Nam Symbol Unit oltag volt Currnt ampr Powr W watt oltag

More information

A STUDY ON THE NONLINEALITY OF RUNOFF PHENOMENA AND ESTIMATION OF EFFECTIVE RAINFALL

A STUDY ON THE NONLINEALITY OF RUNOFF PHENOMENA AND ESTIMATION OF EFFECTIVE RAINFALL A STUDY ON THE NONLINEALITY OF RUNOFF PHENOMENA AND ESTIMATION OF EFFECTIVE RAINFALL SHUICHI KURE Graduat school, Chuo Univrsity, -3-27 Kasuga, Bunkyo-ku, Tokyo, 2-855 Japan TADASHI YAMADA Dpt. of Civil

More information

Addition of angular momentum

Addition of angular momentum Addition of angular momntum April, 07 Oftn w nd to combin diffrnt sourcs of angular momntum to charactriz th total angular momntum of a systm, or to divid th total angular momntum into parts to valuat

More information

EEO 401 Digital Signal Processing Prof. Mark Fowler

EEO 401 Digital Signal Processing Prof. Mark Fowler EEO 401 Digital Signal Procssing Prof. Mark Fowlr Dtails of th ot St #19 Rading Assignmnt: Sct. 7.1.2, 7.1.3, & 7.2 of Proakis & Manolakis Dfinition of th So Givn signal data points x[n] for n = 0,, -1

More information

cycle that does not cross any edges (including its own), then it has at least

cycle that does not cross any edges (including its own), then it has at least W prov th following thorm: Thorm If a K n is drawn in th plan in such a way that it has a hamiltonian cycl that dos not cross any dgs (including its own, thn it has at last n ( 4 48 π + O(n crossings Th

More information

NUMERICAL SIMULATION OF THERMAL WARPING AND BUCKLING IN ENAMELLED STEEL PARTS

NUMERICAL SIMULATION OF THERMAL WARPING AND BUCKLING IN ENAMELLED STEEL PARTS NUMERICAL SIMULATION OF THERMAL WARPING AND BUCKLING IN ENAMELLED STEEL PARTS 337 XXI Intrnational Enamllrs Congrss Numrical Simulation of Thrmal Warping and Buckling in Enamlld Stl Parts Filip Van dn

More information

A Sub-Optimal Log-Domain Decoding Algorithm for Non-Binary LDPC Codes

A Sub-Optimal Log-Domain Decoding Algorithm for Non-Binary LDPC Codes Procdings of th 9th WSEAS Intrnational Confrnc on APPLICATIONS of COMPUTER ENGINEERING A Sub-Optimal Log-Domain Dcoding Algorithm for Non-Binary LDPC Cods CHIRAG DADLANI and RANJAN BOSE Dpartmnt of Elctrical

More information

Chapter 1 Late 1800 s Several failures of classical (Newtonian) physics discovered

Chapter 1 Late 1800 s Several failures of classical (Newtonian) physics discovered Chaptr 1 Lat 1800 s Svral failurs of classical (Nwtonian) physics discovrd 1905 195 Dvlopmnt of QM rsolvd discrpancis btwn xpt. and classical thory QM Essntial for undrstanding many phnomna in Chmistry,

More information

Introduction to the quantum theory of matter and Schrödinger s equation

Introduction to the quantum theory of matter and Schrödinger s equation Introduction to th quantum thory of mattr and Schrödingr s quation Th quantum thory of mattr assums that mattr has two naturs: a particl natur and a wa natur. Th particl natur is dscribd by classical physics

More information

The failure of the classical mechanics

The failure of the classical mechanics h failur of th classical mchanics W rviw som xprimntal vidncs showing that svral concpts of classical mchanics cannot b applid. - h blac-body radiation. - Atomic and molcular spctra. - h particl-li charactr

More information

Supplementary Materials

Supplementary Materials 6 Supplmntary Matrials APPENDIX A PHYSICAL INTERPRETATION OF FUEL-RATE-SPEED FUNCTION A truck running on a road with grad/slop θ positiv if moving up and ngativ if moving down facs thr rsistancs: arodynamic

More information

Solution of Assignment #2

Solution of Assignment #2 olution of Assignmnt #2 Instructor: Alirza imchi Qustion #: For simplicity, assum that th distribution function of T is continuous. Th distribution function of R is: F R ( r = P( R r = P( log ( T r = P(log

More information

Text: WMM, Chapter 5. Sections , ,

Text: WMM, Chapter 5. Sections , , Lcturs 6 - Continuous Probabilit Distributions Tt: WMM, Chaptr 5. Sctions 6.-6.4, 6.6-6.8, 7.-7. In th prvious sction, w introduc som of th common probabilit distribution functions (PDFs) for discrt sampl

More information

TOPOLOGY DESIGN OF STRUCTURE LOADED BY EARTHQUAKE. Vienna University of Technology

TOPOLOGY DESIGN OF STRUCTURE LOADED BY EARTHQUAKE. Vienna University of Technology Bluchr Mchanical Enginring Procdings May 2014, vol. 1, num. 1 www.procdings.bluchr.com.br/vnto/10wccm TOPOLOGY DESIG OF STRUCTURE LOADED BY EARTHQUAKE P. Rosko 1 1 Cntr of Mchanics and Structural Dynamics,

More information

The van der Waals interaction 1 D. E. Soper 2 University of Oregon 20 April 2012

The van der Waals interaction 1 D. E. Soper 2 University of Oregon 20 April 2012 Th van dr Waals intraction D. E. Sopr 2 Univrsity of Orgon 20 pril 202 Th van dr Waals intraction is discussd in Chaptr 5 of J. J. Sakurai, Modrn Quantum Mchanics. Hr I tak a look at it in a littl mor

More information

Where k is either given or determined from the data and c is an arbitrary constant.

Where k is either given or determined from the data and c is an arbitrary constant. Exponntial growth and dcay applications W wish to solv an quation that has a drivativ. dy ky k > dx This quation says that th rat of chang of th function is proportional to th function. Th solution is

More information

AS 5850 Finite Element Analysis

AS 5850 Finite Element Analysis AS 5850 Finit Elmnt Analysis Two-Dimnsional Linar Elasticity Instructor Prof. IIT Madras Equations of Plan Elasticity - 1 displacmnt fild strain- displacmnt rlations (infinitsimal strain) in matrix form

More information

Studies of Turbulence and Transport in Alcator C-Mod Ohmic Plasmas with Phase Contrast Imaging and Comparisons with GYRO*

Studies of Turbulence and Transport in Alcator C-Mod Ohmic Plasmas with Phase Contrast Imaging and Comparisons with GYRO* Studis of Turbulnc and Transport in Ohmic Plasmas with Phas Contrast Imaging and Comparisons with GYRO* L. Lin 1, M. Porkolab 1, E.M. Edlund 1, J.C. Rost 1, M. Grnwald 1, D.R. Mikklsn 2, N. Tsujii 1 1

More information

Extraction of Doping Density Distributions from C-V Curves

Extraction of Doping Density Distributions from C-V Curves Extraction of Doping Dnsity Distributions from C-V Curvs Hartmut F.-W. Sadrozinski SCIPP, Univ. California Santa Cruz, Santa Cruz, CA 9564 USA 1. Connction btwn C, N, V Start with Poisson quation d V =

More information

COMPUTER GENERATED HOLOGRAMS Optical Sciences 627 W.J. Dallas (Monday, April 04, 2005, 8:35 AM) PART I: CHAPTER TWO COMB MATH.

COMPUTER GENERATED HOLOGRAMS Optical Sciences 627 W.J. Dallas (Monday, April 04, 2005, 8:35 AM) PART I: CHAPTER TWO COMB MATH. C:\Dallas\0_Courss\03A_OpSci_67\0 Cgh_Book\0_athmaticalPrliminaris\0_0 Combath.doc of 8 COPUTER GENERATED HOLOGRAS Optical Scincs 67 W.J. Dallas (onday, April 04, 005, 8:35 A) PART I: CHAPTER TWO COB ATH

More information

Instantaneous Cutting Force Model in High-Speed Milling Process with Gyroscopic Effect

Instantaneous Cutting Force Model in High-Speed Milling Process with Gyroscopic Effect Advancd Matrials sarch Onlin: -8-6 ISS: 66-8985, Vols. 34-36, pp 389-39 doi:.48/www.scintific.nt/am.34-36.389 rans ch Publications, Switzrland Instantanous Cutting Forc Modl in High-Spd Milling Procss

More information

DIELECTRIC AND MAGNETIC PROPERTIES OF MATERIALS

DIELECTRIC AND MAGNETIC PROPERTIES OF MATERIALS DILCTRIC AD MAGTIC PROPRTIS OF MATRIALS Dilctric Proprtis: Dilctric matrial Dilctric constant Polarization of dilctric matrials, Typs of Polarization (Polarizability). quation of intrnal filds in liquid

More information

PHYS-333: Problem set #2 Solutions

PHYS-333: Problem set #2 Solutions PHYS-333: Problm st #2 Solutions Vrsion of March 5, 2016. 1. Visual binary 15 points): Ovr a priod of 10 yars, two stars sparatd by an angl of 1 arcsc ar obsrvd to mov through a full circl about a point

More information

ANALYSIS IN THE FREQUENCY DOMAIN

ANALYSIS IN THE FREQUENCY DOMAIN ANALYSIS IN THE FREQUENCY DOMAIN SPECTRAL DENSITY Dfinition Th spctral dnsit of a S.S.P. t also calld th spctrum of t is dfind as: + { γ }. jτ γ τ F τ τ In othr words, of th covarianc function. is dfind

More information

Why is a E&M nature of light not sufficient to explain experiments?

Why is a E&M nature of light not sufficient to explain experiments? 1 Th wird world of photons Why is a E&M natur of light not sufficint to xplain xprimnts? Do photons xist? Som quantum proprtis of photons 2 Black body radiation Stfan s law: Enrgy/ ara/ tim = Win s displacmnt

More information