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

Size: px
Start display at page:

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

Transcription

1 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 , Japan 2) takatani@maizuru-ct.ac.jp ABSTRACT In th 216 Kumamoto Earthquak, a trmndous damag for a Japans-stl traditional framd-basd woodn hous occurrd in Mashiki town, whr th Japan Mtorological Agnc sismic intnsit of 7 lvl succssivl obsrvd twic. Th ruptur propagation ffct of a sismic fault, that is, th dirctivit ffct ma b on of som primar factors causd a grat damag to woodn hous. In this papr, ground motions at locations around this sismic fault in th 216 Kumamoto Earthquak wr analticall valuatd b th mpirical Grn s function mthod, and th ffct of th dirctivit ffct of sismic fault on not onl th ground motion but also th maximum drift angl of woodn hous rprsnting its sismic damag was invstigatd. Morovr, th ffct of th bas shar cofficint of woodn hous on its maximum drift angl was valuatd in ordr to prdict th sismic damag of woodn hous against a strong arthquak ground motion. 1. INTRODUCTION A trmndous sismic damag of collaps to woodn hous was causd b th 216 Kumamoto Earthquak occurrd on both April 14 (M JMA =6.) and 16 (M JMA =7.3) (Building Rsarch Institut, 216). In particular, Mashiki town locatd at nar th hpocntr of ths arthquaks has twic arthquak ground motions with th Japan Mtorological Agnc sismic intnsit of 7 lvl succssivl. In this arthquak, th ruptur of a sismic fault propagatd toward th northast dirction from its hpocntr, and thn th ruptur propagation ffct of th sismic fault, that is, th dirctivit ffct ma b on of som primar factors causd a grat damag to woodn structur. In this papr, th ground motions around this sismic fault causd in th 216 Kumamoto Earthquak ar analticall valuatd b th mpirical Grn s function mthod, and th influnc of th dirctivit ffct of sismic fault on not onl th ground motion but also th maximum drift angl of woodn hous rprsnting its sismic damag is invstigatd in dtail. Morovr, th ffct of th bas shar cofficint of woodn hous on its maximum drift angl is valuatd in ordr to prdict th sismic damag of woodn hous against a strong arthquak ground motion.

2 2. ESTIMATION OF SEIMIC GROUND MOTION 2.1 Estimation Mthod In this papr, th sismic ground motion around a sismic fault causd in th 216 Kumamoto arthquak is stimatd b th mpirical Grn s function mthod proposd b Nozu t. al (29). In this stimation procdur, sismic ground motion can b valuatd basd on th sismic fault modl (Nozu, 216) with 3 aspritis locatd at th sismic fault indicatd in Fig.1. Ths aspritis ar shown in Fig.2. Noz (216) rportd that th vlocit wav rcords at obsrvation points of K-NET and KiK-nt sstms in shown in Fig.1 ar accuratl rproducd b this stimation procdur. Fig. 1 Location of th picntr (star), Fig. 2 Distribution of aspritis (squar), stations, small vnts, and fault pak slip vlocit, and hpocntr (squar) (Nozu, 216) (star sign) (Nozu,216) In this papr, th sismic ground motions on both th ground surfac lar and sismic bdrock at locations (b1-k) around this sismic fault in th 216 Kumamoto Earthquak shown in Fig.3 ar analticall valuatd b th mpirical Grn s function mthod basd on th sismic fault modl indicatd in Fig.2. Th signs of A1 to A3 illustratd in Fig.3 rprsnt th aspritis 1 to 3, rspctivl. Asprit 1 has th sam location as an stimation point of 3 for sismic ground motion. Sismic ground motion wavs obsrvd at KiK-nt Mashiki location (KMMH16) for th arthquak with M JMA =4.2 occurrd at : AM on April, 216 wr mplod as a Grn s function in th mpirical Grn s function mthod, and also thir motions ar common to thos of locations. In addition, th sit amplification charactristics rquird in th valuation of sismic ground motion on ground surfac lar ar common to all locations. This papr mplod som valus at KiK-nt Mashiki obtaind b Nagasaka and Nozu (216) shown in Fig.4 as a sit amplification ffct. Also, th nonlinarit of ground surfac lar du to a strong arthquak motion is takn into considration b th multi-non-linarit ffct (Nozu and Morikawa, 23) in th valuation of a sismic motion on ground surfac lar.

3 Amplification factor Fig. 3 Location of valuating sits and aspritis for sismic ground motion Frqunc(Hz) Fig. 4 Sit amplification ffct at KMMH Estimation Rsults Figs. and 6 show vlocit wavs at c3, g1, g and j3 points on both th sismic bdrock and th ground surfac, rspctivl. j3 point is locatd at th ruptur dirction of sismic fault, and c3 point is don at th opposit dirction to th ruptur dirction of sismic fault. g1 and g points ar locatd at th prpndicular to th ruptur dirction of sismic fault. Thr is not a significant diffrnc btwn th vlocit amplituds at c3, g1 and g points, and th priods of vlocit wavs at g1 and g locations ar longr than that at c3 point. Pak ground vlocit (hraftr rfrrd as PGV) at j3 point is almost

4 Vlocit(cm/s) Vlocit(cm/s) Vlocit(cm/s) Vlocit(cm/s) Vlocit(cm/s) Vlocit(cm/s) Vlocit(cm/s) Vlocit(cm/s) Tim(s) Tim(s) (1) c3 (2) g Tim(s) Tim(s) (3) g (4) j3 Fig. Bdrock vlocit wavforms calculatd b mpirical Grn s function mthod Tim(s) Tim(s) (1) c3 (2) g Tim(s) Tim(s) (3) g (4) j3 Fig.6 Surfac vlocit wavforms calculatd b mpirical Grn s function mthod

5 thr tims thos at c3, g1 and g3 points, and th amplitud of puls wav at j3 point is much largr. In th sam mannr as th vlocit wavs on th arthquak bdrock shown in Fig., PGV at j3 point on th ground surfac indicatd in Fig. 6 is almost thr tims thos at c3, g1 and g3 points. PGV on th ground surfac is almost 1 tims thos on th sismic bdrock. It is found from Figs. and 6 that th sismic wavs at ground surfac ar gratl amplifid with surfac lars on th sismic bdrock. To invstigat th spatial charactristics from PGV valus at locations on both th arthquak bdrock and th ground surfac, Figs.7 and 8 indicats th PGV distribution map of both th arthquak bdrock and th ground surfac. It is found from Fig.7 that PGV valus at th north-ast sid from th Asprit 3 trnd to b largr than othr locations. On th othr hand, PGV valus at th south sid of th sismic fault ar largr than othr locations in comparison with thos on th arthquak bdrock illustratd in Fig.7, and also vn PGV valus at som locations around th Asprit 1 ar ovr 1cm/s. To invstigat th rlationship btwn th ruptur propagation dirction and PGV valu, a rlationship btwn th cosin valu of thta,, shown in Fig.9 and ~cm/s ~1 1~ ~ (1) componnt (2) componnt Fig. 7 Distribution of PGV on sismic bdrock (1) componnt (2) componnt Fig.8 Distribution of PGV on surfac

6 PGV m (cm/s km) PGV m (cm/s km) Fig. 9 Dfinition of cosθ cosθ (1) sismic bdrock (2) surfac Fig. 1 Rlationship btwn cos and PGV m th indx of PGV m multiplid th distanc X from th Asprit 1 b PGV valu is shown in Fig.1. Thta,, can b obtaind from normalizing th compass valu of a masuring point with th ruptur dirction (2 dgrs) of sismic fault. In this papr, th ffct of th distanc attnuation on PGV valu is corrctd b multipling th distanc X b PGV valu. As can b obvious from Fig.9, th smallr th distanc btwn obsrvation point and th ruptur dirction of sismic fault is, th larg PGV valu is. It should b notd that th ffct of th ruptur propagation of sismic fault on PGV valu significantl appars. 3. EFFECT OF RUPTURE PROPAGATION ON WOODEN STRUCTURE RESPOE In this sction, th ffct of th ruptur propagation of sismic fault on th rspons of woodn structur is invstigatd. Th maximum drift angl is usd as an indx valuating th rspons of woodn structur du to sismic motion.

7 Maximum drift angl R of woodn hous is valuatd b th prformancquivalnt acclration rspons spctrum, which was proposd b Saratani t al. (26) and Haashi t al. (28). B a contraction mthod, a two-stor woodn hous is assumd to b a singl dgr of frdom with an quivalnt hight, H, and quivalnt mass, M. Th quivalnt-prformanc acclration rspons spctrum mans an quivalnt rspons spctrum with a sismic prformanc capacit of woodn hous and can b givn b th following quation. S πh R T F (1) 2 a (2 / ) / h whr, S is an quivalnt-prformanc acclration rspons spctrum (m/s 2 ), a H is an quivalnt hight (m) in th contraction sstm from a two-stor woodn hous to a singl dgr of frdom, R is a maximum drift angl, T is an quivalnt priod (s), F is a rduction rat function of acclration rspons spctrum. Th hstrsis h charactristics of woodn hous modl ar assumd to b a bi-linar tp, and th ilding shar forc can b givn b M gc for th maximum drift angl R (=1/1) at ilding stag as shown in Fig.11. T corrsponding to th maximum drift angl R at ilding stag is givn b th following quation..7 (1 9( R / R ) ) /1 R H / C g ( R R ) T 2 RH / C g ( R R ) T (2) is a ratio of an quivalnt mass to actual mass, and C is a ilding shar forc cofficint. Th rduction rat function F and th damping factor h h ar givn b th following quations. Fh 1./ (1 1 h) h..2 ( 1 (1/ R R / )) (4) In this papr, and H ar assumd to b.9 and 4.m, rspctivl, basd on th rsarch papr b Saratani t al.(26). C ar assumd to b.1,.2,.3,.4,.,.6 and S can b calculatd for ths C a valus. (3) Fig. 11 Analsis modl of woodn hous (Haashi t al., 28)

8 Sa, Sa(m/s 2 ) Sa, Sa(m/s 2 ) Sa, Sa(m/s 2 ) Sa.Sa(m/s 2 ) Fig.12 shows th acclration rspons spctrum, S a, and th quivalnt prformanc acclration rspons spctrum, S a obtaind from th sismic motions on ground surfac for th vlocit wavs at four location of c3, g1, g3 and j3. Sa for R =.1,.2,.3,.,.1 and.2 ar indicatd in Fig.12, and an intrsction point btwn S a and S a is th maximum drift angl R. In th componnt of both S a and S a at c3 and j3 locations, th maximum drift angl of c3 location is ovr.1 in C =.2 to.4 and also is largr in C >.. On th othr hand, th maximum drift angl of j3 location is lss than.3 for an C. Th maximum drift angl of.3 mans a larg dstruction of woodn structur. Th maximum drift angl in componnt of both S a and S a is largr than that in componnt. In both and componnts of both S a and S a at g1 and g locations, th maximum drift angl is a larg valu of about.1 in C =.1 and.2, and is.2 to 3 in C >.3. This implis that th sismic damag of woodn structur is rducd b th improvmnt of sismic prformanc of woodn structur itslf R= Priod(s) Sa(C=.1) Sa(C=.2) Sa(C=.3) Sa(C=.4) Sa(C=.) Sa(C=.6) c3 j Priod(s) Sa(C=.1) Sa(C=.2) Sa(C=.3) Sa(C=.4) Sa(C=.) Sa(C=.6) g1 g 2 (1) componnt 2 Sa(C=.1) Sa(C=.1) R=.2 Sa(C=.2) Sa(C=.3) Sa(C=.4) 1 Sa(C=.2) Sa(C=.3) Sa(C=.4).1 Sa(C=.) Sa(C=.6) Sa(C=.) Sa(C=.6) c3 g Priod(s) j Priod(s) g (2) componnt Fig.12 Acclration rspons spctrum and quivalnt prformanc acclration spctrum

9 Fig.13 indicats th maximum drift angl valus for componnt at locations in C =.1 to.6. As can b sn from Fig.11, th maximum drift angl valus at almost all locations in th north sid of sismic fault in C =.1 and.2 ar ovr.7 and ar rd markrs. Th locations with rd markr dcras with an incras of C, and thr is no rd markr in C =. and.6. ~.3.3~..~.7.7~ (1) C =.1 (2) C =.2 (3) C =.3 (4) C =.4 () C =. (6) C =.6 Fig.13 Maximum drift angl R for componnt

10 Fig.14 illustrats th maximum drift angl valus for componnt at locations in C =.1 to.6. Th distribution of th maximum drift angl for componnt is almost th sam tndnc as that for componnt. Thr ar man locations with larg maximum drift angl valu in C >=.4 in comparison with componnt. ~.3.3~..~.7.7~ (1) C =.1 (2) C =.2 (3) C =.3 (4) C =.4 () C =. (6) C =.6 Fig.14 Maximum drift angl R for componnt

11 R R R R Fig. shows th rlationship btwn cosin of and th maximum drift angl, R. Th maximum drift angl, R, in C =.1 to.4 trnds to incras with cosin of. Th maximum drift angl, R, in C =. and.6 ar almost th sam for an cosin of. Th maximum drift angls at all locations ar smallr in comparison with C =.1 to.4, and th sismic rspons of woodn structur sms to b rducd b th improvmnt of sismic prformanc of woodn structur. Th maximum drift angls at all locations for componnt trnd to b largr in comparison with thos for componnt, bcaus th amplitud of vlocit wav with th priod of about 2 scond in th acclration rspons spctrum for componnt is largr than that for componnt as shown in Fig.1.. CONCLUSIO In th 216 Kumamoto Earthquak, a trmndous damag for a Japans-stl.12.1 C=.1 C=.2 C= C=.4 C=. C= cosθ cosθ (1) componnt C=.1 C=.2 C= C=.4 C=. C= cosθ cosθ (2) componnt Fig. Rlationship btwn cos and R

12 traditional framd-basd woodn hous occurrd in Mashiki town, whr th Japan Mtorological Agnc sismic intnsit of 7 lvl succssivl obsrvd twic. Bcaus th ruptur propagation of a sismic fault causd toward th northast dirction from th hpocntr of this arthquak, th ruptur propagation ffct of th sismic fault, that is, th dirctivit ffct ma b on of som primar factors causd a grat damag for woodn hous. In this papr, th ground motions at locations around this sismic fault in th 216 Kumamoto Earthquak ar analticall valuatd b th mpirical Grn s function mthod, and also th influnc of th dirctivit ffct of sismic fault on not onl th ground motion but also th maximum drift angl of woodn hous rprsnting its sismic damag is invstigatd in dtail. Morovr, th ffct of th bas shar cofficint of woodn hous on its maximum drift angl is valuatd in ordr to prdict th sismic damag of woodn hous against a strong arthquak ground motion. Th summar of this papr is as follows, (1) Thr is a significant diffrnc btwn th ground surfac vlocitis in th ruptur propagation dirction and its opposit on of a sismic fault in th 216 Kumamoto Earthquak. Th pak ground surfac vlocitis at svral locations in th ruptur propagation dirction ar mor than cm/s. (2) Basd on th ground motions at locations, th maximum drift angl of woodn hous with th bas shar cofficint of.1 to.6 was valuatd. As a rsult, it was found that th maximum drift angl of woodn hous ma hav a tndnc to b larg in th ruptur propagation dirction of sismic fault. (3) Th largr th bas shar cofficint is, th smallr th maximum drift angl of woodn hous is. It was, consquntl, vrifid that th improvmnt of sismic prformanc of woodn hous has a significant ffct in rducing th sismic rspons of woodn hous. In this papr, sismic motion wavs obsrvd at KiK-nt Mashiki location (KMMH16) for th arthquak with M JMA =4.2 occurrd at : AM on April, 216 wr mplod as a Grn s function in th mpirical Grn s function mthod, and also thir motions ar common to thos of locations. Thrfor, sismic motion wavs wr obsrvd at Mashiki location for th forshock arthquak with M JMA =6. occurrd at 21:26 PM on April 14 in th 216 Kumamoto arthquak, and th dirctivit ffct of sismic fault on not onl th ground motion but also th maximum drift angl of woodn hous against ths sismic wavs will b invstigatd in nar futur. In addition, som dirctivit analss with changing of both th sit amplification charactristics and small sismic wavs usd as a Grn s function ma b ndd to mak som concrt conclusions. REFERENCES Haashi, Y., Nii, A., and Morii, T. (28). Evaluation of building damag basd on quivalnt-prformanc rspons spctra, Procdings of th 14th WCEE. Nagasaka, Y. and Nozu, A. (216), rsarch_jpn/rsarch_jpn_216/jr_48.html, Accssd 8 Ma 217 (in Japans).

13 Nozu, A. and H. Morikawa (23), An mpirical Grn's function mthod considring multipl nonlinar ffcts,zisin, Th Sismological Socit of Japan, (4), (in Japans). Nozu, A., Nagao, T and Yamada, M. (29), Simulation of strong ground motions using mpirical sit amplification and phas charactristics-modification to incorporat causalit-, Journal of Civil Enginring A, JSCE, 6(3), (in Japans). Nozu, A. (216), jr_46.html, Accssd 8 Ma 217 (in Japans). Saratani, A., Morii, T., and Haashi, Y. (26), Fragilit function with pak ground vlocit of wood houss considring agd dtrioration, Procdings of th 12th Japan Earthquak Enginring Smposium, -3.

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

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

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

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

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

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

MULTIVARIATE BAYESIAN REGRESSION ANALYSIS APPLIED TO PSEUDO-ACCELERATION ATENUATTION RELATIONSHIPS

MULTIVARIATE BAYESIAN REGRESSION ANALYSIS APPLIED TO PSEUDO-ACCELERATION ATENUATTION RELATIONSHIPS h 4 th World Confrnc on Earthquak Enginring Octobr -7, 8, Bijing, China MULIVARIAE BAYESIAN REGRESSION ANALYSIS APPLIED O PSEUDO-ACCELERAION AENUAION RELAIONSHIPS D. Arroyo and M. Ordaz Associat Profssor,

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

Review Statistics review 14: Logistic regression Viv Bewick 1, Liz Cheek 1 and Jonathan Ball 2

Review Statistics review 14: Logistic regression Viv Bewick 1, Liz Cheek 1 and Jonathan Ball 2 Critical Car Fbruary 2005 Vol 9 No 1 Bwick t al. Rviw Statistics rviw 14: Logistic rgrssion Viv Bwick 1, Liz Chk 1 and Jonathan Ball 2 1 Snior Lcturr, School of Computing, Mathmatical and Information Scincs,

More information

Broadband All-Angle Negative Refraction by Phononic Crystals

Broadband All-Angle Negative Refraction by Phononic Crystals Supplmntar Information Broadband All-Angl Ngativ Rfraction b Phononic Crstals Yang Fan Li, Fi Mng, Shiwi Zhou, Ming-Hui Lu and Xiaodong Huang 1 Optimization algorithm and procss Bfor th optimization procss,

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

AN ENERGY-BASED SEISMIC RESPONSE EVALUATION OF SIMPLE STRUCTURAL SYSTEMS WITH SIMULATED GROUND MOTIONS

AN ENERGY-BASED SEISMIC RESPONSE EVALUATION OF SIMPLE STRUCTURAL SYSTEMS WITH SIMULATED GROUND MOTIONS 4th ntrnational Confrnc on Earthquak Enginring and Sismology 11-13 Octobr 217 ANADOLU UNVERSTY Eskishir/TURKEY AN ENERGY-BASED SESMC RESPONSE EVALUATON OF SMPLE STRUCTURAL SYSTEMS WTH SMULATED GROUND MOTONS

More information

Massachusetts Institute of Technology Department of Mechanical Engineering

Massachusetts Institute of Technology Department of Mechanical Engineering Massachustts Institut of Tchnolog Dpartmnt of Mchanical Enginring. Introduction to Robotics Mid-Trm Eamination Novmbr, 005 :0 pm 4:0 pm Clos-Book. Two shts of nots ar allowd. Show how ou arrivd at our

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

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

Accuracy of nonlinear static procedures for estimating the seismic performance of steel frame structures

Accuracy of nonlinear static procedures for estimating the seismic performance of steel frame structures Accuracy of nonlinar static procdurs for stimating th sismic prformanc of stl fram structurs M. Frraioli, A. Lavino, A.M. Avossa, A. Mandara Sconda Univrsità di Napoli, Dipartimnto di Inggnria Civil, via

More information

Addition of angular momentum

Addition of angular momentum Addition of angular momntum April, 0 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 th

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

DIFFERENTIAL EQUATION

DIFFERENTIAL EQUATION MD DIFFERENTIAL EQUATION Sllabus : Ordinar diffrntial quations, thir ordr and dgr. Formation of diffrntial quations. Solution of diffrntial quations b th mthod of sparation of variabls, solution of homognous

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

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

Koch Fractal Boundary Single feed Circularly Polarized Microstrip Antenna

Koch Fractal Boundary Single feed Circularly Polarized Microstrip Antenna 1 Journal of Microwavs, Optolctronics and Elctromagntic Applications, Vol. 6, No. 2, Dcmbr 2007 406 Koch Fractal Boundary Singl fd Circularly Polarizd Microstrip Antnna P. Nagswara Rao and N. V. S.N Sarma

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

ME 321 Kinematics and Dynamics of Machines S. Lambert Winter 2002

ME 321 Kinematics and Dynamics of Machines S. Lambert Winter 2002 3.4 Forc Analysis of Linkas An undrstandin of forc analysis of linkas is rquird to: Dtrmin th raction forcs on pins, tc. as a consqunc of a spcifid motion (don t undrstimat th sinificanc of dynamic or

More information

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

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

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

INTEGRATION BY PARTS

INTEGRATION BY PARTS Mathmatics Rvision Guids Intgration by Parts Pag of 7 MK HOME TUITION Mathmatics Rvision Guids Lvl: AS / A Lvl AQA : C Edcl: C OCR: C OCR MEI: C INTEGRATION BY PARTS Vrsion : Dat: --5 Eampls - 6 ar copyrightd

More information

Linear Non-Gaussian Structural Equation Models

Linear Non-Gaussian Structural Equation Models IMPS 8, Durham, NH Linar Non-Gaussian Structural Equation Modls Shohi Shimizu, Patrik Hoyr and Aapo Hyvarinn Osaka Univrsity, Japan Univrsity of Hlsinki, Finland Abstract Linar Structural Equation Modling

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

Section 11.6: Directional Derivatives and the Gradient Vector

Section 11.6: Directional Derivatives and the Gradient Vector Sction.6: Dirctional Drivativs and th Gradint Vctor Practic HW rom Stwart Ttbook not to hand in p. 778 # -4 p. 799 # 4-5 7 9 9 35 37 odd Th Dirctional Drivativ Rcall that a b Slop o th tangnt lin to th

More information

Simulated Analysis of Tooth Profile Error of Cycloid Steel Ball Planetary Transmission

Simulated Analysis of Tooth Profile Error of Cycloid Steel Ball Planetary Transmission 07 4th Intrnational Matrials, Machinry and Civil Enginring Confrnc(MATMCE 07) Simulatd Analysis of Tooth Profil Error of Cycloid Stl Ball Plantary Transmission Ruixu Hu,a, Yuquan Zhang,b,*, Zhanliang Zhao,c,

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

Observer Bias and Reliability By Xunchi Pu

Observer Bias and Reliability By Xunchi Pu Obsrvr Bias and Rliability By Xunchi Pu Introduction Clarly all masurmnts or obsrvations nd to b mad as accuratly as possibl and invstigators nd to pay carful attntion to chcking th rliability of thir

More information

AN IMPROVED CAPACITY SPECTRUM METHOD BASED ON INELASTIC DEMAND SPECTRA

AN IMPROVED CAPACITY SPECTRUM METHOD BASED ON INELASTIC DEMAND SPECTRA 4th Intrnational Confrnc on Earthquak Enginring Taipi, Taiwan Octobr 1-13, 006 Papr No. 30 AN IMPROVED CAPACITY SPECTRUM METHOD BASED ON INELASTIC DEMAND SPECTRA Xiao Mingkui 1, Dong Yinfng, Liu Gang 3,

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

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

SAFE HANDS & IIT-ian's PACE EDT-15 (JEE) SOLUTIONS

SAFE HANDS & IIT-ian's PACE EDT-15 (JEE) SOLUTIONS It is not possibl to find flu through biggr loop dirctly So w will find cofficint of mutual inductanc btwn two loops and thn find th flu through biggr loop Also rmmbr M = M ( ) ( ) EDT- (JEE) SOLUTIONS

More information

Performance Prediction of the Single-Sided Linear. Induction Motors for Transportation Considers. Longitudinal End Effect by Using Analytic Method

Performance Prediction of the Single-Sided Linear. Induction Motors for Transportation Considers. Longitudinal End Effect by Using Analytic Method Contmporary Enginring Scincs, Vol., 9, no., 95-14 Prformanc Prdiction of th Singl-Sidd Linar Induction Motors for Transportation Considrs Longitudinal End Effct by Using Analytic Mthod Ali Suat Grçk Univrsity

More information

Applied Statistics II - Categorical Data Analysis Data analysis using Genstat - Exercise 2 Logistic regression

Applied Statistics II - Categorical Data Analysis Data analysis using Genstat - Exercise 2 Logistic regression Applid Statistics II - Catgorical Data Analysis Data analysis using Gnstat - Exrcis 2 Logistic rgrssion Analysis 2. Logistic rgrssion for a 2 x k tabl. Th tabl blow shows th numbr of aphids aliv and dad

More information

COHORT MBA. Exponential function. MATH review (part2) by Lucian Mitroiu. The LOG and EXP functions. Properties: e e. lim.

COHORT MBA. Exponential function. MATH review (part2) by Lucian Mitroiu. The LOG and EXP functions. Properties: e e. lim. MTH rviw part b Lucian Mitroiu Th LOG and EXP functions Th ponntial function p : R, dfind as Proprtis: lim > lim p Eponntial function Y 8 6 - -8-6 - - X Th natural logarithm function ln in US- log: function

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

Eigenvalue Distributions of Quark Matrix at Finite Isospin Chemical Potential

Eigenvalue Distributions of Quark Matrix at Finite Isospin Chemical Potential Tim: Tusday, 5: Room: Chsapak A Eignvalu Distributions of Quark Matri at Finit Isospin Chmical Potntial Prsntr: Yuji Sasai Tsuyama National Collg of Tchnology Co-authors: Grnot Akmann, Atsushi Nakamura

More information

Evaluation of Defect Shape Based on Inverse Analysis Considering the Resolution of Magnetic Sensor

Evaluation of Defect Shape Based on Inverse Analysis Considering the Resolution of Magnetic Sensor E-Journal of Advancd Maintnanc Vol.3, No. (20) -0 Japan Socit of Maintnolog Evaluation of Dfct Shap Basd on Invrs Analsis Considring th Rsolution of Magntic Snsor Shogo NAKASUMI,* and akauki SUZUKI National

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

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

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

Estimation of odds ratios in Logistic Regression models under different parameterizations and Design matrices

Estimation of odds ratios in Logistic Regression models under different parameterizations and Design matrices Advancs in Computational Intllignc, Man-Machin Systms and Cybrntics Estimation of odds ratios in Logistic Rgrssion modls undr diffrnt paramtrizations and Dsign matrics SURENDRA PRASAD SINHA*, LUIS NAVA

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

Slide 1. Slide 2. Slide 3 DIGITAL SIGNAL PROCESSING CLASSIFICATION OF SIGNALS

Slide 1. Slide 2. Slide 3 DIGITAL SIGNAL PROCESSING CLASSIFICATION OF SIGNALS Slid DIGITAL SIGAL PROCESSIG UIT I DISCRETE TIME SIGALS AD SYSTEM Slid Rviw of discrt-tim signals & systms Signal:- A signal is dfind as any physical quantity that varis with tim, spac or any othr indpndnt

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

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

A General Thermal Equilibrium Discharge Flow Model

A General Thermal Equilibrium Discharge Flow Model Journal of Enrgy and Powr Enginring 1 (216) 392-399 doi: 1.17265/1934-8975/216.7.2 D DAVID PUBLISHING A Gnral Thrmal Equilibrium Discharg Flow Modl Minfu Zhao, Dongxu Zhang and Yufng Lv Dpartmnt of Ractor

More information

1 Minimum Cut Problem

1 Minimum Cut Problem CS 6 Lctur 6 Min Cut and argr s Algorithm Scribs: Png Hui How (05), Virginia Dat: May 4, 06 Minimum Cut Problm Today, w introduc th minimum cut problm. This problm has many motivations, on of which coms

More information

SCALING OF SYNCHROTRON RADIATION WITH MULTIPOLE ORDER. J. C. Sprott

SCALING OF SYNCHROTRON RADIATION WITH MULTIPOLE ORDER. J. C. Sprott SCALING OF SYNCHROTRON RADIATION WITH MULTIPOLE ORDER J. C. Sprott PLP 821 Novmbr 1979 Plasma Studis Univrsity of Wisconsin Ths PLP Rports ar informal and prliminary and as such may contain rrors not yt

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

Numerical Analysis of Transient Responses for Elastic Structures Connected to a Viscoelastic Shock Absorber Using FEM with a Nonlinear Complex Spring

Numerical Analysis of Transient Responses for Elastic Structures Connected to a Viscoelastic Shock Absorber Using FEM with a Nonlinear Complex Spring Numrical Analysis of Transint Rsponss for Elastic Structurs Connctd to a Viscolastic Shock Absorbr Using FEM with a Nonlinar Complx Spring Takao Yamaguchi, Yusaku Fujii, Toru Fukushima, Akihiro Takita,

More information

Capturing. Fig. 1: Transform. transform. of two time. series. series of the. Fig. 2:

Capturing. Fig. 1: Transform. transform. of two time. series. series of the. Fig. 2: Appndix: Nots on signal procssing Capturing th Spctrum: Transform analysis: Th discrt Fourir transform A digital spch signal such as th on shown in Fig. 1 is a squnc of numbrs. Fig. 1: Transform analysis

More information

Problem Set #2 Due: Friday April 20, 2018 at 5 PM.

Problem Set #2 Due: Friday April 20, 2018 at 5 PM. 1 EE102B Spring 2018 Signal Procssing and Linar Systms II Goldsmith Problm St #2 Du: Friday April 20, 2018 at 5 PM. 1. Non-idal sampling and rcovry of idal sampls by discrt-tim filtring 30 pts) Considr

More information

Procdings of IC-IDC0 ( and (, ( ( and (, and (f ( and (, rspctivly. If two input signals ar compltly qual, phas spctra of two signals ar qual. That is

Procdings of IC-IDC0 ( and (, ( ( and (, and (f ( and (, rspctivly. If two input signals ar compltly qual, phas spctra of two signals ar qual. That is Procdings of IC-IDC0 EFFECTS OF STOCHASTIC PHASE SPECTRUM DIFFERECES O PHASE-OLY CORRELATIO FUCTIOS PART I: STATISTICALLY COSTAT PHASE SPECTRUM DIFFERECES FOR FREQUECY IDICES Shunsu Yamai, Jun Odagiri,

More information

1997 AP Calculus AB: Section I, Part A

1997 AP Calculus AB: Section I, Part A 997 AP Calculus AB: Sction I, Part A 50 Minuts No Calculator Not: Unlss othrwis spcifid, th domain of a function f is assumd to b th st of all ral numbrs for which f () is a ral numbr.. (4 6 ) d= 4 6 6

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

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

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

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

5. B To determine all the holes and asymptotes of the equation: y = bdc dced f gbd

5. B To determine all the holes and asymptotes of the equation: y = bdc dced f gbd 1. First you chck th domain of g x. For this function, x cannot qual zro. Thn w find th D domain of f g x D 3; D 3 0; x Q x x 1 3, x 0 2. Any cosin graph is going to b symmtric with th y-axis as long as

More information

Recursive Estimation of Dynamic Time-Varying Demand Models

Recursive Estimation of Dynamic Time-Varying Demand Models Intrnational Confrnc on Computr Systms and chnologis - CompSysch 06 Rcursiv Estimation of Dynamic im-varying Dmand Modls Alxandr Efrmov Abstract: h papr prsnts an implmntation of a st of rcursiv algorithms

More information

Engineering 323 Beautiful HW #13 Page 1 of 6 Brown Problem 5-12

Engineering 323 Beautiful HW #13 Page 1 of 6 Brown Problem 5-12 Enginring Bautiful HW #1 Pag 1 of 6 5.1 Two componnts of a minicomputr hav th following joint pdf for thir usful liftims X and Y: = x(1+ x and y othrwis a. What is th probability that th liftim X of th

More information

Need to understand interaction of macroscopic measures

Need to understand interaction of macroscopic measures CE 322 Transportation Enginring Dr. Ahmd Abdl-Rahim, h. D.,.E. Nd to undrstand intraction o macroscopic masurs Spd vs Dnsity Flow vs Dnsity Spd vs Flow Equation 5.14 hlps gnraliz Thr ar svral dirnt orms

More information

Chapter 13 GMM for Linear Factor Models in Discount Factor form. GMM on the pricing errors gives a crosssectional

Chapter 13 GMM for Linear Factor Models in Discount Factor form. GMM on the pricing errors gives a crosssectional Chaptr 13 GMM for Linar Factor Modls in Discount Factor form GMM on th pricing rrors givs a crosssctional rgrssion h cas of xcss rturns Hors rac sting for charactristic sting for pricd factors: lambdas

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

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

2F1120 Spektrala transformer för Media Solutions to Steiglitz, Chapter 1

2F1120 Spektrala transformer för Media Solutions to Steiglitz, Chapter 1 F110 Spktrala transformr för Mdia Solutions to Stiglitz, Chaptr 1 Prfac This documnt contains solutions to slctd problms from Kn Stiglitz s book: A Digital Signal Procssing Primr publishd by Addison-Wsly.

More information

SECTION where P (cos θ, sin θ) and Q(cos θ, sin θ) are polynomials in cos θ and sin θ, provided Q is never equal to zero.

SECTION where P (cos θ, sin θ) and Q(cos θ, sin θ) are polynomials in cos θ and sin θ, provided Q is never equal to zero. SETION 6. 57 6. Evaluation of Dfinit Intgrals Exampl 6.6 W hav usd dfinit intgrals to valuat contour intgrals. It may com as a surpris to larn that contour intgrals and rsidus can b usd to valuat crtain

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

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

Hospital Readmission Reduction Strategies Using a Penalty-Incentive Model

Hospital Readmission Reduction Strategies Using a Penalty-Incentive Model Procdings of th 2016 Industrial and Systms Enginring Rsarch Confrnc H. Yang, Z. Kong, and MD Sardr, ds. Hospital Radmission Rduction Stratgis Using a Pnalty-Incntiv Modl Michll M. Alvarado Txas A&M Univrsity

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

Answer Homework 5 PHA5127 Fall 1999 Jeff Stark

Answer Homework 5 PHA5127 Fall 1999 Jeff Stark Answr omwork 5 PA527 Fall 999 Jff Stark A patint is bing tratd with Drug X in a clinical stting. Upon admiion, an IV bolus dos of 000mg was givn which yildd an initial concntration of 5.56 µg/ml. A fw

More information

Mor Tutorial at www.dumblittldoctor.com Work th problms without a calculator, but us a calculator to chck rsults. And try diffrntiating your answrs in part III as a usful chck. I. Applications of Intgration

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

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

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

Nusselt number correlations for simultaneously developing laminar duct flows of liquids with temperature dependent properties

Nusselt number correlations for simultaneously developing laminar duct flows of liquids with temperature dependent properties Journal of Physics: Confrnc Sris OPEN ACCESS Nusslt numbr corrlations for simultanously dvloping laminar duct flows of liquids with tmpratur dpndnt proprtis To cit this articl: Stfano Dl Giudic t al 2014

More information

Classical Magnetic Dipole

Classical Magnetic Dipole Lctur 18 1 Classical Magntic Dipol In gnral, a particl of mass m and charg q (not ncssarily a point charg), w hav q g L m whr g is calld th gyromagntic ratio, which accounts for th ffcts of non-point charg

More information

Note If the candidate believes that e x = 0 solves to x = 0 or gives an extra solution of x = 0, then withhold the final accuracy mark.

Note If the candidate believes that e x = 0 solves to x = 0 or gives an extra solution of x = 0, then withhold the final accuracy mark. . (a) Eithr y = or ( 0, ) (b) Whn =, y = ( 0 + ) = 0 = 0 ( + ) = 0 ( )( ) = 0 Eithr = (for possibly abov) or = A 3. Not If th candidat blivs that = 0 solvs to = 0 or givs an tra solution of = 0, thn withhold

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

PHA 5127 Answers Homework 2 Fall 2001

PHA 5127 Answers Homework 2 Fall 2001 PH 5127 nswrs Homwork 2 Fall 2001 OK, bfor you rad th answrs, many of you spnt a lot of tim on this homwork. Plas, nxt tim if you hav qustions plas com talk/ask us. Thr is no nd to suffr (wll a littl suffring

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

There is an arbitrary overall complex phase that could be added to A, but since this makes no difference we set it to zero and choose A real.

There is an arbitrary overall complex phase that could be added to A, but since this makes no difference we set it to zero and choose A real. Midtrm #, Physics 37A, Spring 07. Writ your rsponss blow or on xtra pags. Show your work, and tak car to xplain what you ar doing; partial crdit will b givn for incomplt answrs that dmonstrat som concptual

More information

Background: We have discussed the PIB, HO, and the energy of the RR model. In this chapter, the H-atom, and atomic orbitals.

Background: We have discussed the PIB, HO, and the energy of the RR model. In this chapter, the H-atom, and atomic orbitals. Chaptr 7 Th Hydrogn Atom Background: W hav discussd th PIB HO and th nrgy of th RR modl. In this chaptr th H-atom and atomic orbitals. * A singl particl moving undr a cntral forc adoptd from Scott Kirby

More information

CO-ORDINATION OF FAST NUMERICAL RELAYS AND CURRENT TRANSFORMERS OVERDIMENSIONING FACTORS AND INFLUENCING PARAMETERS

CO-ORDINATION OF FAST NUMERICAL RELAYS AND CURRENT TRANSFORMERS OVERDIMENSIONING FACTORS AND INFLUENCING PARAMETERS CO-ORDINATION OF FAST NUMERICAL RELAYS AND CURRENT TRANSFORMERS OVERDIMENSIONING FACTORS AND INFLUENCING PARAMETERS Stig Holst ABB Automation Products Swdn Bapuji S Palki ABB Utilitis India This papr rports

More information

A New Approach to the Fatigue Life Prediction for Notched Components Under Multiaxial Cyclic Loading. Zhi-qiang TAO and De-guang SHANG *

A New Approach to the Fatigue Life Prediction for Notched Components Under Multiaxial Cyclic Loading. Zhi-qiang TAO and De-guang SHANG * 2017 2nd Intrnational Conrnc on Applid Mchanics, Elctronics and Mchatronics Enginring (AMEME 2017) ISBN: 978-1-60595-497-4 A Nw Approach to th Fatigu Li Prdiction or Notchd Componnts Undr Multiaxial Cyclic

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

Solution: APPM 1360 Final (150 pts) Spring (60 pts total) The following parts are not related, justify your answers:

Solution: APPM 1360 Final (150 pts) Spring (60 pts total) The following parts are not related, justify your answers: APPM 6 Final 5 pts) Spring 4. 6 pts total) Th following parts ar not rlatd, justify your answrs: a) Considr th curv rprsntd by th paramtric quations, t and y t + for t. i) 6 pts) Writ down th corrsponding

More information

Linear-Phase FIR Transfer Functions. Functions. Functions. Functions. Functions. Functions. Let

Linear-Phase FIR Transfer Functions. Functions. Functions. Functions. Functions. Functions. Let It is impossibl to dsign an IIR transfr function with an xact linar-phas It is always possibl to dsign an FIR transfr function with an xact linar-phas rspons W now dvlop th forms of th linarphas FIR transfr

More information

Collisionless anisotropic electron heating and turbulent transport in coronal flare loops

Collisionless anisotropic electron heating and turbulent transport in coronal flare loops Collisionlss anisotropic lctron hating and turbulnt transport in coronal flar loops K.-W. L and J. Büchnr 5 April 2011 Outlin: 1. HXR obsrvation and standard flar modl 2. Linar stability analysis (multi-fluid

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

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