Acoustic measurements of bubbles in the wake of ship model in tank

Size: px
Start display at page:

Download "Acoustic measurements of bubbles in the wake of ship model in tank"

Transcription

1 Acoustic mesurements of bubbles in the wke of ship model in tnk A. Sutin,b, A. Benilov, H.-S. Roh nd Y.I. Nh c Stevens Institute of Technology, Cstle Point on Hudson, Hoboken, NJ 07030, USA b Artnn Lbortories, 1753 Linvle-Hrbourton, Lmbertville, NJ 08350, USA c Agency of Defense Development, P.O.Box, ChinHe, Kyung Nm, Republic of Kore sutin@stevens.edu 4873

2 The interest in bubble genertion by moving ships is due to the fct tht the lrge bubble wke res, which cn rech severl kilometers, cn be used for ship detection. The lbortory towing tnk experiments with selfpropelled model ship models enbled the collection of lrge dt set in controlled conditions, which cn be used for development nd vlidtion of the theory of bubbles nd turbulent ship wkes. Bubble concentrtions in vrious sptil points ws mesured by using the ttenution of the ultrsonic sweep signl in the frequency bnd from 100 to 800 khz between two coustic sensors plced t distnce 20cm. The ttenution of sound produced by bubbles ws observed for severl minutes fter model of ship pssed the point of mesurement. The ttenution ws reclculted to the bubble size distribution for bubbles from 4 to 32 microns using the theory of resonnce bubble ttenution. The dependencies of bubble concentrtion of model ship speed nd type of propeller were investigted. A theory describing the dynmics of wke turbulence bsed on the sher-free turbulent wke ws developed. The mesured reduction of bubble concentrtion s function of time ws in good greement with the developed theory. 1 Introduction Moving ships cn generte bubbles by propeller cvittion, by the breking of ship generted wves, nd by ir entrpment in the turbulent boundry lyer under the ship hull. Interest in bubbles produced by moving ships is often connected with the bubble influence on sound propgtion ner the ship. The bubble lyer cn ffect the prmeters of sound propgtion through the lyer [1-6] nd ship noise rdition [7]. The interest in bubble genertion by moving ships is lso connected with the opportunity of ship detection, since bubble wkes cn rech lengths of severl kilometres. The first detiled tests of bubble mesurements in wkes of ships nd submrines were conducted during WWII [1] using mesurements of sonr signl scttering nd ttenution. These methods re still re widely used for bubble mesurements. High frequency multibem sonrs were used for mesurements of sptil bubble distributions in wkes of ships [8,9]. The experiments demonstrted tht the length of the bubble lyer cn rech 1500m nd its depth could be up to 10m. Even if it ws known tht bubble genertion in the wke of ship is connected with turbulence generted by the ship, there is no developed theory for prediction of bubble concentrtion. Such theory could be used for estimtion of bubble concentrtion for vrious ships, propellers nd speeds. It could predict possible distnces of bubble detection. Also, temporl vrition of bubble density cn be used for ship clssifiction nd its speed estimtions. The first step in the development of this theory is to connect known theory of ship turbulent wke genertion with results of experimentl reserch. It ws shown [10] tht sher-free turbulent model is good pproch to describe the turbulent wke behind self-propelled body, or shipwke. Lter [11,12] this pproch ws extended to llow the wke turbulence prmeteriztion by chrcteristics of the wke source. There re limited field dt vilble, nd more cn be collected in controllble conditions in lbortory tnk.. The bubble mesurements using ship model in towing tnk cn be used for theory vlidtion nd for the determintion of the theoreticl model prmeters. For mesurements of bubble density in the towing tnk we pplied method bsed on the ttenution of coustic wves in wide frequency bnd ( kHz), which llows detection of bubbles with rdii 4-32 μm. This frequency rnge is wider thn ws used in previous experiments t se [13]. 2 Experimentl setup A self-propelled ship model ws used in experiments conducted t Stevens towing tnk hving length of 100m, width of 6 m nd depth of 3m.. The ship model hs length 1.60 m, mximum width 0.3 m, nd height bout 0.2 m. The model ws moved in the tnk using specil control system to set the propeller rottion so s to keep the propulsion rection on supporting strut ner zero. Different sizes nd shpes of propellers were tested. In this pper we present results for two of them: propeller #2 hs dimeter of 0.09 m, nd blde width of 0.04 m; propeller #3 hs dimeter of m nd blde width 0.025m ( see Fig.1). Fig.1 Two tested propellers (left pnel propeller #2, right pnel #3) Fig.2. Picture of wke bubbles generted by the ship model mde by n underwter cmer. For mesurements of the bubble size distribution nd the bubble density vrition in time we used the mesurements of sound ttenution t short distnce (0.2m) between 4874

3 trnsmitter nd receivers tht were plced prllel to the ship pth. The bubble-produced excess ttenution ws mesured over wide frequency bnd using n coustic rdition with liner frequency sweep (Fig. 3()). A similr technique ws described in [13] with top frequency of 100kHz. In our experiments, the signl ws received by the second sensor nd sent to n electronic processing unit. To increse the signl-to-noise rtio nd to cncel the influence of reflections, we cross-correlted the rdited nd received signls. This gives the much shorter pulse shown in Fig. 3c. Fig. 3. Time trcks of signls used for bubble density mesurements: () emitted signl; (b) recorded signl; (c) cross-correltion of emitted nd recorded signls. The cross-correltion ws used for mesurements of ttenution. This cross correltion ws filtered using bnd pss filters. In this pper, we present results of mesurements in 7 frequency bnds from 100 to 800 khz hving width of 100kHz. The ttenution of sound ws mesured by comprison of the bnd pss filtered cross-correltion of received signls in cler wter A 0 (f) with mplitude of the sme signl mesured in wter with bubbles A b (f). Attenution of the wve ws expressed in db: In the bubble wke, bubbles of vrious sizes re present. They re descried by the bubble size distribution function N(), so N()d is number of bubble in volume unit hving rdii from to +d. Different units hve been used in different ppers for bubble density descriptions. In the first detiled tests conducted by the US Nvy [1] bubble density ws presented in cm -4. In modern literture [2] bubble density is expressed in m -3 μm -1 nd n() is reported s the number of bubbles per m 3 per micron rdius increment. b c (1) For reclcultion of the sound ttenution to the bubble density we cn pply the widely used expression for sound ttenution of signl with frequency f in bubble lyer [1,2,9]. (2) In this eqution, c 0 is the speed of sound in bubble-free se wter, f is the frequency of the pplied sound field, is the bubble rdius,, f is the resonnce frequency of bubble with rdius, nd δ is the dmping prmeter, α is ttenution coefficient in nepers per meter. Eqution (2) is Fredholm integrl eqution of the first kind. An ttempt to invert this eqution to find the bubbledensity distribution, n(), from mesurements of ttenution over rnge of frequencies leds to complex system of integrl equtions, mking direct clcultions of n() imprcticl. The simplifying ssumptions presented in [1,14] gives n pproximte solution of Eq.(2) under the following ssumptions: ) The dmping bubble prmeter δ is constnt, b) only those bubbles t resonnce with the pplied sound wve. contribute significntly to ttenution, c) the bubble distribution chnges slowly bout the resonnce rdius, nd d) surfce tension is negligible. In terms of this resonnce bubble pproximtion, the bubble density is connected with the ttenution produced by resonnce bubbles by the reltionship [14]: n( ) 4.62 *10 L 12 f 3 I = (3 For bubbles ner the surfce, the resonnce frequency of bubble is connected with the bubble rdius by reltionship 3250 f = (4) where frequency is presented in khz nd bubble rdius in μm. The temporl vrition of coustic signl ttenution connected with bubble presence ws mesured t 10 points, positions of which re shown in Fig m m m Ship model z 0.1 m 0.2 m 0.35 m 0.5 m 0.6 m Fig.4. Schem of coustic sensor plcement. y 4875

4 3 Results of mesurements 3.1 Time vrition of bubble concentrtion The conducted experiments demonstrted tht fter the ship pssing, the ttenution of n coustic signl first increses nd thn rpidly decreses to reltively smll level. The first strong ttenution is probbly produced by reltively lrge bubbles tht rpidly rise to the surfce. Reltively lower longer time ttenution is probbly produced by smll bubbles. The sme ctegoriztion of the bubbles in wkes to lrge nd smll bubbles ws used to explin the field experiments described in [4]. The concentrtion of smll bubbles decys much more slowly thn the concentrtion of lrge bubbles. This is probbly due to the slow spreding nd dissolving of smll bubbles. The exmple of such ttenution vrition is shown in Figs. 5, 6 for two tests with the sme experimentl conditions. Fig.6. Time dependence of coustic wve ttenution (Fig.5) presented in log/log scle. Solid line shows theoreticl dependence α~t -2/3. From the presented results is seen tht there is the lrge vrition of the coustic ttenution for sme experimentl conditions. 3.2 Lrge bubble sptil distribution for vrious propellers nd speed For estimtion of lrge bubble sptil distributions, the mximum ttenution, which occurred short time fter ship pssing, ws presented for vrious sptil points for vrious propellers nd model speeds. Figures 7 shows the sptil distribution of mximl sound ttenution for propeller #3 nd speed model of 2.74m/s. b Attenution, db Dept h 5.08cm Dept 17.8cm Dept h 35cm Distnce from xis, m Fig.7. Dependence of mximl ttenution on distnce from xis for vrious depths for model speed 2.74 m/s, propeller #3, bnd of filtering kHz. Fig.5. Mesured vrition of sound ttenution in the frequency bnd kHz for two similr tests t depth 5.08 cm nd distnce 20cm from ship pth xis. Propeller #2, model speed 2.74m/s. Fig 5 shows the long time record where the bubbles re detected for time up to 70 sec. Fig 5b shows the initil prt of the record where lrge bubbles re detected with lifetimes of up to 15 sec. It is seen tht lrge bubbles were generted is reltively shllow subsurfce lyer nd lrge bubbles do not penetrte to the depth of 17.8 nd 35 cm Fig.8 presents dependence of mesured ttenution produced by lrge bubbles on distnce from xis. The mesurements were conducted t depth of 5.08 cm for vrious model speed nd propellers. Fig. 6. presents the time dependence of coustic ttenution mesured in these two tests in log-log scle showing tht the time dependence of ttenution produced by smll bubbles cn be interpolte by the theoreticl dependence: α~ t -2/3 ( see theoreticl prt below) 4876

5 Attenution, db Dsitnce from xis, m Prop#2, Speed 1.52 m/s Prop#2, Speed 2.13 m/s Prop#2, Speed 2.74 m/s Prop#3, Speed 1.52 m/s Prop#3, Speed 2.13 m/s Prop#3, Speed 2.74 m/s Fig.8. Mximl sound ttenution produced by lrge bubble t vrious distnces from the xis t depth 5.08 cm for vrious propellers nd speeds. Bnd of filtering kHz This does not include possible contribution of reltively lrge bubbles, which ws not investigted. Mesurements t depth 17.8 nd 35 cm did not show the presence of lrge bubbles, but smll bubbles cn penetrte to this depth due to turbulence spreding. Fig. 10 presents the time dependence of ttenution for the depth 17.8 cm under the ship pth for propeller #3 nd speed 2.13 m/s. It cn be seen tht there is similr level of ttenution for ll presented frequencies. 3.3 Smll bubble size distribution nd gs volume content Filtering in severl frequency bnds llows the estimtion of bubble size distributions. Fig. 9 shows the time dependence of ttenution mesured for the model with propeller #2 moving with speed 2.74m/s, for the point t distnce 20 cm from the xis nd depth 5.08 cm. It is seen tht for time up to 60 s the ttenution of ll bubbles is roughly the sme. This mens tht ccording the formuls (3) nd (4) bubble size distribution is proportionl to -3. Fig. 10. Acoustic ttenution temporl vrition in three frequency bnds kHz, kHz, kHz. model with propeller #3 moved with speed 2.13m/s for the mesured point under the model pth t depth 17.8 cm. It is worth mentioning tht the smll bubbles penetrte to this depth for time bout 40 s nd their estimted void frction is even higher thn in the previous cse nd reches Turbulent model nd comprison with experiment Fig. 9. Acoustic ttenution temporl vrition in three frequency bnds kHz, kHz, kHz mesured t the point t distnce 20 cm from the xis nd depth 5.08 cm. Model with propeller #2 ws moved with speed 2.74m/s Eq. (3) cn be used for estimtion of bubble density. For exmple, bubble density for time bout 40 s fter ship pssing is bout m -3 μm -1 for bubbles with rdii round 13 μm. This density is bit higher thn mbient bubble density in the ocen, which ws mesured by Medwin in Sn Diego ([2], fig.8.4.5c). In the presence of reltively strong wind, the bubble density cn by much higher ([2], fig.8.4.5]. The rough estimtion of totl gs volume (void frction) cn be mde bsed on the ssumption tht the mximl size of bubbles is bout 30 μm (resonnce bubble frequency 110kHz) nd ttenution is bout 0.5dB/m for higher frequency. In this cse the estimtion of void frction of smll bubbles gives the vlue We hve employed the turbulent-wke theory [10,11] for the dt interprettion. This model cn not be pplied to describe behviour of lrger bubbles. Therefore, we will pply it for estimtion of temporl vrition of smll bubble concentrtions. Becuse the micro-bubbles with rdii less thn 30 μm hve rising speed less thn 0.2 cm/s [8] the rte of bubble degrdtion is low enough so tht the microbubbles in the wke turbulent field cn be ssumed s pssive dmixture of the wke wter body. Hence we hve coupled the wke theory with the bubble turbulent diffusion in the wke s pssive dmixture. In this cse the totl bubble men concentrtion in wke cross-section obeys the bubble mss-conservtion lw. Tht mens tht the men bubble concentrtion decys with inverse proportionlity to the re of wke cross-section. According to the wke theory the wke rdius increses in time proportionl to t n, where the power coefficient n is in the rnge 0 < n < 0.5 [10,11]. Then the cross-section re of turbulent wkes increses in proportionlity to t 2n, nd the men bubble concentrtion decys s t -2n. As is seen from Fig. 6, the bubble concentrtion decy in time for ll collected dt cn be pproximted by function tht is proportionl to t -2/3, therefore the coefficient n=0.33. This result grees with the theoreticl prediction on limittions for the coefficient n nd known numericl vlues of n for surfce ships which re bout n = Hence, this 4877

6 result is qulittively consistent with theoreticl conclusion nd quntittively with known estimtes of this coefficient. 5 Conclusion The coustic system, bsed on sound ttenution in wide frequency bnd ( kHz) ws used for mesurements of bubble concentrtion in the wke of self-propelled ship model in the Stevens towing tnk. It ws found tht the ship model cn generte two kinds of bubbles: one kind consists of lrge bubbles tht rise rpidly to the surfce nd with lifetime tht does not exceed 15 seconds. The second kind, the smller bubbles cn be detected much longer nd their size distribution is in rnge from 4 to 32 microns. This ws estimted from the sound ttenution dt using bubble resonnce theory. In mny cses bubble size distribution ws proposition to -3. Bubbles with rdii round microns were observed for up to five minutes As observed in experiments the temporl vritions of bubble concentrtion cn be pproximted s t -2/3. This power lw is qulittively consistent with theoreticl conclusion nd quntittively with known estimtes of the model prmeters. The ttenution technique used in this work is scientific tool for mesurements of bubble concentrtions in wide rnge of bubble sizes. From the perspective of best sensitivity of bubble detection, nonliner coustic methods look preferble, s they tht cn detect even single bubbles with rdii round few microns [15,16]. Appliction of these methods cn extend the bubble wke detection time. Acknowledgments The work ws supported by Agency of Defense Development, Chinhe, Republic of Kore. References [1] Physics of Sound in the Se, 1989, Peninsul, Los Altos. Originlly issued s Summry technicl report of Division 6, NDRC, volume 8, Wshington, D.C., [2] H.Medwin. C.S.Cly. Fundmentls of cousticl ocenogrphy. Acdemic Press, [3] Stnic S., Kennedy E., Brown B., Medley D., Goodmn R., Cruthers J. Brodbnd coustic trnsmission mesurements in surfce ship wkes. IEEE Ocens p [4] Vgle, S., nd Burch, H., Acoustic mesurements of the sound speed profile in the bubbly wke formed by smll motor bot, J. Acoust. Soc. Am, 117(1), (2005) [5] Stnic S., Kennedy E., Brown B., Medley D., Goodmn R., Cruthers J. Brodbnd coustic trnsmission mesurements in surfce ship wkes. IEEE Ocens p [6] Vgle, S., nd Burch, H., Acoustic mesurements of the sound speed profile in the bubbly wke formed by smll motor bot, J. Acoust. Soc. Am, 117(1), (2005) [7] Brdley, D.L., Culver, R.L., Di, X., Bjørnø, L.Acoustic qulities of ship wkes. Act Acustic united with Acustic, 88 (5), (2002) [8] Trevorrow, M.V., Vgle, S., Frmer, D.M. Acousticl mesurements of microbubbles within ship wkes, J. Acoust. Soc. Am, 95 (4), (1994) [9] Trevorrow, M.V., Vsiliev, B., Vgle, S. Wke coustic mesurements round mneuvering ship. Cndin Acoustics - Acoustique Cndienne, 34 (3), (2006) [10] Nudscher E., Flow in the Wke of Self-Propelled Bodies nd Relted Sources of Turbulence. J. Fluid Mech., 22, ( 1), , (1965) [11] Benilov A.Y., Ship - Wke Turbulence, In: Numericl Methods in Lminr & Turbulent Flow, vol. 10, Edited by: C. Tylor nd J.Cross, Pineridge Press, Swnse, U.K., pp (1997). [12] Benilov A.Yu, G.Bng, A.Sfry, I.Tkchenko, Ship Wke Detectbility in the Ocen Turbulent Environment, 23 rd Symposium on Nvl Hydrodynmics, Vl De Reuil, Frnce, 3, , (2000). [13] E. J. Terrill nd W. K Melville. A Brodbnd coustic technique for mesuring bubble size distributions: lbortory nd shllow wter mesurements, Journl of Atmospheric nd Ocenic Technology, 17, 2, (2000) [14] Cruthers J. W., Elmore P. A., Novrini J. C. nd. Goodmn R. R,, An itertive pproch for pproximting bubble distributions from ttenution mesurements, J. Acoust. Soc. Am. 106 (1), (1999) [15] Sutin A. Nonliner coustic phenomen in subsurfce bubble lyers nd its usge for bubble mesurements. Breking wves: IUTAM Symposium. Sydney, Austrli, M.L. Bnner, R.H.J. Crimshw (eds). Springer-Verlg, Berlin Heidelberg (1992) [16] Sutin A.M., Yoon S.W., Kim E J, Didenkulov I.N. Nonliner coustic method for bubble density mesurements in wter. J. Acoust. Soc. Am., 1998, 103 (5), pp

1 Introduction. 2 Background of the Method

1 Introduction. 2 Background of the Method CAV1: sessiona7. Vlidtion of Bubble Distribution Mesurements of the ABS Acoustic Bubble Spectrometer with High Speed Video Photogrphy G. L. Chhine, K. M. Klumuck, J-Y Cheng nd G. S. Frederick DYNAFLOW,

More information

The Discussion of this exercise covers the following points: The open-loop Ziegler-Nichols method. The open-loop Ziegler-Nichols method

The Discussion of this exercise covers the following points: The open-loop Ziegler-Nichols method. The open-loop Ziegler-Nichols method Exercise 6-3 Level Process Control EXERCISE OBJECTIVE In this exercise, you will perform PID control of level process. You will use the open-loop step response method to tune the controller. DISCUSSION

More information

APPLICATION OF POLISH CALCIUM SORBENTS IN CARBONATE LOOPING

APPLICATION OF POLISH CALCIUM SORBENTS IN CARBONATE LOOPING Physicochem. Probl. Miner. Process. 49(), 203, 20 www.minproc.pwr.wroc.pl/journl/ Physicochemicl Problems of Minerl Processing ISSN 643-049 (print) ISSN 2084-4735 (online) Received April 3, 202; reviewed;

More information

Numerical simulations of rip currents off arc-shaped coastlines

Numerical simulations of rip currents off arc-shaped coastlines Act Ocenol. Sin., 1, Vol. 37, No. 3, P. 1 3 DOI: 1.17/s13131-1-1197-1 http://www.hyx.org.cn E-mil: hyxe@3.net Numericl simultions of rip currents off rc-shped costlines WANG Hong 1, 3, ZHU Shouxin *, LI

More information

Quantitative assessment of surf-produced sea spray aerosol

Quantitative assessment of surf-produced sea spray aerosol Quntittive ssessment of surf-produced se spry erosol Filip P. Neele', Gerrit de Leeuw', Mrtijn Jnsen2 nd Mrcel Stive2' 1TNO Physics nd Electronics Lbortory, The Hgue, The Netherlnds 2Delft Hydrulics, Delft,

More information

ERRATA for Guide for the Development of Bicycle Facilities, 4th Edition (GBF-4)

ERRATA for Guide for the Development of Bicycle Facilities, 4th Edition (GBF-4) Dvid Bernhrdt, P.E., President Commissioner, Mine Deprtment of Trnsporttion Bud Wright, Executive Director 444 North Cpitol Street NW, Suite 249, Wshington, DC 20001 (202) 624-5800 Fx: (202) 624-5806 www.trnsporttion.org

More information

PRESSURE LOSSES DUE TO THE LEAKAGE IN THE AIR DUCTS - A SAFETY PROBLEM FOR TUNNEL USERS?

PRESSURE LOSSES DUE TO THE LEAKAGE IN THE AIR DUCTS - A SAFETY PROBLEM FOR TUNNEL USERS? - 7 - PRESSURE LOSSES DUE TO THE LEAKAGE IN THE AIR DUCTS - A SAFETY PROBLEM FOR TUNNEL USERS? Pucher Krl, Grz Uniersity of Technology, Austri E-Mil: pucherk.drtech@gmx.t Pucher Robert, Uniersity of Applied

More information

Study on Fish Migration through a Stone-Embedded Fish Passage Based on Preference

Study on Fish Migration through a Stone-Embedded Fish Passage Based on Preference Journl of Wter nd Environment Technology, Vol.13, No.1, 2015 Study on Fish Migrtion through Stone-Embedded Fish ssge Bsed on reference Rin FEBRINA 1) 2), Mshiko SEKINE 2), Hiroshi KANEMOTO 2), Koichi YAMAMOTO

More information

ABSTRACT EXPERIMENTAL METHOD AND MODEL

ABSTRACT EXPERIMENTAL METHOD AND MODEL Proceedings of The Twelfth () Interntionl Offshore nd Polr Engineering Conference Kitkyushu, Jpn, My 31, Copyright by The Interntionl Society of Offshore nd Polr Engineers ISBN 1-53-5-3 (Set); ISSN 19-19

More information

Models for Predicting Average Bubble Diameter and Volumetric Bubble Flux in Deep Fluidized Beds

Models for Predicting Average Bubble Diameter and Volumetric Bubble Flux in Deep Fluidized Beds This is n open ccess rticle published under n ACS AuthorChoice License, which permits copying nd redistribution of the rticle or ny dpttions for non-commercil purposes. Cite This: Ind. Eng. Chem. Res.

More information

AHP-based tennis service technical evaluation consistency test

AHP-based tennis service technical evaluation consistency test Avilble online.jocpr.com Journl of Chemicl nd Phrmceuticl Reserch, 0, ():7-79 Reserch Article ISSN : 097-78 CODEN(USA) : JCPRC AHP-bsed tennis service technicl evlution consistency test Mio Zhng Deprtment

More information

An Indian Journal FULL PAPER ABSTRACT KEYWORDS. Trade Science Inc. The tennis serve technology based on the AHP evaluation of consistency check

An Indian Journal FULL PAPER ABSTRACT KEYWORDS. Trade Science Inc. The tennis serve technology based on the AHP evaluation of consistency check [Type text] [Type text] [Type text] ISSN : 097-7 Volume 0 Issue 0 BioTechnology 0 An Indin Journl FULL PAPER BTAIJ, 0(0), 0 [-7] The tennis serve technology bsed on the AHP evlution of consistency check

More information

INVESTIGATION 2. What s the Angle?

INVESTIGATION 2. What s the Angle? INVESTIGATION 2 Wht s the Angle? In the previous investigtion, you lerned tht when the rigidity property of tringles is comined with the ility to djust the length of side, the opportunities for useful

More information

Lawrence Berkeley National Laboratory Lawrence Berkeley National Laboratory

Lawrence Berkeley National Laboratory Lawrence Berkeley National Laboratory Lwrence Berkeley Ntionl Lbortory Lwrence Berkeley Ntionl Lbortory Title THE HOT CHOCOLATE EFFECT Permlink https://escholrship.org/uc/item/9dh21770 Author Crwford, Frnk S. Publiction Dte 2013-03-13 escholrship.org

More information

Announcements. CS 188: Artificial Intelligence Spring Today. P4: Ghostbusters. Exact Inference in DBNs. Dynamic Bayes Nets (DBNs)

Announcements. CS 188: Artificial Intelligence Spring Today. P4: Ghostbusters. Exact Inference in DBNs. Dynamic Bayes Nets (DBNs) CS 188: Artificil Intelligence Spring 2010 Lecture 21: DBNs, Viteri, Speech Recognition 4/8/2010 Written 6 due tonight Project 4 up! Due 4/15 strt erly! Announcements Course contest updte Plnning to post

More information

PILOT PROGRAM FOR THE EVALUATION OF NANOFILTRATION MEMBRANES PREPARED BY: WILMINGTON, MA ON UF PERMEATE

PILOT PROGRAM FOR THE EVALUATION OF NANOFILTRATION MEMBRANES PREPARED BY: WILMINGTON, MA ON UF PERMEATE PILOT PROGRAM FOR THE EVALUATION OF NANOFILTRATION MEMBRANES ON UF PERMEATE PREPARED BY: KOCH MEMBRANE SYSTEMS, INC. 850 MAIN STREET WILMINGTON, MA 01887 NANOPILT. D157 INTRODUCTION This progrm will outline

More information

A Step, Stride and Heading Determination for the Pedestrian Navigation System

A Step, Stride and Heading Determination for the Pedestrian Navigation System Journl of Globl Positioning Systems (2004) Vol. 3,. 1-2: 273-279 A Step, Stride nd Heding Determintion for the Pedestrin Nvigtion System Jeong Won Kim GNSS Technology Reserch Center, Chungnm Ntionl University,

More information

OFFSHORE USE OF FLOATING SHEERLEGS

OFFSHORE USE OF FLOATING SHEERLEGS Proceedings of the ASME 211 3th Interntionl Conference on Ocen, Offshore nd Arctic Engineering OMAE211 June 19-24, 211, Rotterdm, The Netherlnds OMAE211-49394 OFFSHORE USE OF FLOATING SHEERLEGS Vincent

More information

A DANGEROUS BLADE VIBRATION PHENOMENON DUE TO UNSTEADY FLOW IN CENTRIFUGAL COMPRESSORS

A DANGEROUS BLADE VIBRATION PHENOMENON DUE TO UNSTEADY FLOW IN CENTRIFUGAL COMPRESSORS THE AMERICAN SOCIETY OF MECHANICAL ENGINEERS y t345 E. 47th St., New York, N.Y. 117 93-GT-265 ^v The Society shll not be responsible for sttements or opinions dvnced in ^J ppers or discussion t meetings

More information

Design and Calibration of Submerged Open Channel Flow Measurement Structures: Part 3 - Cutthroat Flumes

Design and Calibration of Submerged Open Channel Flow Measurement Structures: Part 3 - Cutthroat Flumes Uth Stte University DigitlCommons@USU Reports Uth Wter Reserch Lbortory Jnury 1967 Design nd Clibrtion of Submerged Open Chnnel Flow Mesurement Structures: Prt 3 - Cutthrot Flumes Gylord V. Skogerboe M.

More information

Chapter 4 Group of Volunteers

Chapter 4 Group of Volunteers CHAPTER 4 SAFETY CLEARANCE, FREEBOARD AND DRAUGHT MARKS 4-1 GENERAL 4-1.1 This chpter specifies the minimum freebord for inlnd wterwy vessels. It lso contins requirements concerning the indiction of the

More information

Physical Processes of Tableting

Physical Processes of Tableting Physicl Processes of Tbleting E. N. HIESTANDX, J. E. WELLS, C. B. PEOT, nd J. F. OCHS Abstrct Sher deformtion ws shown to occur during the decompression of lrge compcts mde by nonisosttic compression.

More information

Renewable Energy xxx (2011) 1e10. Contents lists available at SciVerse ScienceDirect. Renewable Energy

Renewable Energy xxx (2011) 1e10. Contents lists available at SciVerse ScienceDirect. Renewable Energy Renewle Energy xxx () e Contents lists ville t SciVerse ScienceDirect Renewle Energy journl homepge: www.elsevier.com/locte/renene Wke effect in wind frm performnce: Stedy-stte nd dynmic ehvior F. González-Longtt

More information

Contents TRIGONOMETRIC METHODS PROBABILITY DISTRIBUTIONS

Contents TRIGONOMETRIC METHODS PROBABILITY DISTRIBUTIONS ontents UNIT 7 TRIGONOMETRI METHODS Lesson 1 Trigonometric Functions................... 462 1 onnecting ngle Mesures nd Liner Mesures.............. 463 2 Mesuring Without Mesuring.........................

More information

1991. George W. Sidebotham 1, Gerald L. Wolf 1, Jeffrey Stern 1, and Robert Aftel 1

1991. George W. Sidebotham 1, Gerald L. Wolf 1, Jeffrey Stern 1, and Robert Aftel 1 George W. Sidebothm 1, Gerld L. Wolf 1, Jeffrey Stern 1, nd Robert Aftel 1 ENDOTRACHEAL TUBE FIRES: A FLAME SPREAD PHENOMENON REFERENCE: Sidebothm, G.W., Wolf, G.L., Stern, J., nd Aftel, R. "Endotrchel

More information

Copyright 1983 by ASME NEGATIVE INCIDENCE FLOW OVER A TURBINE ROTOR BLADE

Copyright 1983 by ASME NEGATIVE INCIDENCE FLOW OVER A TURBINE ROTOR BLADE THE AMERICAN SOCIETY OF MECHANICAL ENGINEERS 345 E. 47 St., New York, N.Y. 7 83-GT-23 ^+ The Society shll not be responsible for sttements or opinions dvnced in ppers or in G discussion t meetings of the

More information

Alterations of Ventilation to Perfusion Ratios Distribution

Alterations of Ventilation to Perfusion Ratios Distribution Journl of Clinicl Investigtion Vol. 44, No. 9, 1965 Altertions of Ventiltion to Perfusion Rtios Distribution Associted with Successive Clinicl Stges of Pulmonry Emphysem * CLAUDE LENFANT t AND WILLIAM

More information

Grade 6. Mathematics. Student Booklet SPRING 2011 RELEASED ASSESSMENT QUESTIONS. Record your answers on the Multiple-Choice Answer Sheet.

Grade 6. Mathematics. Student Booklet SPRING 2011 RELEASED ASSESSMENT QUESTIONS. Record your answers on the Multiple-Choice Answer Sheet. Grde 6 Assessment of Reding, Writing nd Mthemtics, Junior Division Student Booklet Mthemtics SPRING 211 RELEASED ASSESSMENT QUESTIONS Record your nswers on the Multiple-Choice Answer Sheet. Plese note:

More information

Bypass Compensator Cartridge, Size 16

Bypass Compensator Cartridge, Size 16 Bypss Compenstor Crtridge, Size 6 Q mx = 5 l/min, p mx = 42 br Direct cting, djustble compenstor spring Description These direct-cting bypss pressure-compenstor (hydrostt) crtridges, series DWDP-2B -6,

More information

Daytime Habitat Selection by Resident Golden Eagles in Southern Idaho, USA

Daytime Habitat Selection by Resident Golden Eagles in Southern Idaho, USA Dytime Hbitt Selection by Resident Golden Egles in Southern Idho, USA Environmentl & Sttisticl Consultnts Chd LeBeu 1-04-14 Ryn Nielson, Eric Hllingstd, nd Dve Young cwlebeu@west-inc.com Introduction Risk

More information

Lateral Earth Pressure on Lagging in Soldier Pile Wall Systems

Lateral Earth Pressure on Lagging in Soldier Pile Wall Systems Lterl Erth Pressure on Lgging in Soldier Pile Wll Systems Howrd A. Perko, Ph.D, P.E., CTL Thompson, Fort Collins, CO, USA hperko@ctlthompson.com John J Boulden, SGM, Inc., Grnd Junction, CO johnb@sgm-inc.com

More information

THERMOFLO FLUID PUMPS& SYSTEMS THERMOFLO FOR HEATING, COOLING AND WATER SUPPLY APPLICATIONS TO BS7074 SEALED SYSTEMS EXPANSION VESSELS PRESSURIZERS

THERMOFLO FLUID PUMPS& SYSTEMS THERMOFLO FOR HEATING, COOLING AND WATER SUPPLY APPLICATIONS TO BS7074 SEALED SYSTEMS EXPANSION VESSELS PRESSURIZERS THERMOFLO S E A L E D S Y S T E M S THERMOFLO SEALED SYSTEMS FOR HEATING, COOLING AND WATER SUPPLY APPLICATIONS TO BS7074 EXPANSION VESSELS PRESSURIZERS PUMPS& SYSTEMS WALL OR BASE MOUNTING PRESSURIZERS

More information

IGF Research Project N Safer High Heels

IGF Research Project N Safer High Heels IGF Reserch Project 17868 N Sfer High Heels Survivl of compnies in the fshion nd sesonlly dependent sectors such s the footwer industry depends upon their ility to implement the ltest trends. Shoe ottoms

More information

The Pythagorean Theorem and Its Converse Is That Right?

The Pythagorean Theorem and Its Converse Is That Right? The Pythgoren Theorem nd Its Converse Is Tht Right? SUGGESTED LEARNING STRATEGIES: Activting Prior Knowledge, Mrking the Text, Shred Reding, Summrize/Prphrse/Retell ACTIVITY 3.6 How did Pythgors get theorem

More information

2014 WHEAT PROTEIN RESPONSE TO NITROGEN

2014 WHEAT PROTEIN RESPONSE TO NITROGEN 2014 WHEAT PROTEIN RESPONSE TO NITROGEN Aron Wlters, Coopertor Ryford Schulze, Coopertor Dniel Hthcot, Extension Progrm Specilist Dr. Clrk Neely, Extension Stte Smll Grins Specilist Ryn Collett, Extension

More information

Exploring Impacts of Countdown Timers on Queue Discharge Characteristics of Through Movement at Signalized Intersections

Exploring Impacts of Countdown Timers on Queue Discharge Characteristics of Through Movement at Signalized Intersections Avilble online t www.sciencedirect.com ScienceDirect Procedi - Socil nd Behviorl Scienc es 96 ( 2013 ) 255 264 13th COTA Interntionl Conference of Trnsporttion Professionls (CICTP 2013) Exploring Impcts

More information

STATISTICAL ANALYSIS OF VISUAL WAVE OBSERVATIONS AND GAGE/RADAR MEASUREMENTS. w : :. 4 Ill. Marc Perlin

STATISTICAL ANALYSIS OF VISUAL WAVE OBSERVATIONS AND GAGE/RADAR MEASUREMENTS. w : :. 4 Ill. Marc Perlin TA7 w : :. 4 Ill l o. CERf ~~4 6 cop MISCELLANEOUS PAPER CERC-84-6 STATISTICAL ANALYSIS OF VISUAL WAVE OBSERVATIONS AND GAGE/RADAR MEASUREMENTS by Mrc Perlin Costl Engineering Reserch Center DEPARTMENT

More information

THREE DIMENSIONAL GOLF BALL FLIGHT

THREE DIMENSIONAL GOLF BALL FLIGHT TEHNOMUS - New Technologies nd Products in Mchine Mnufcturing Technologies THREE IMENSIONA GOF BA FIGHT Ansts Ino Julin Joro Todor Kbleshko Uniersity of Trnsport Sofi BUGARIA ii00@b.bg Uniersity of Chemicl

More information

Open Access Regression Analysis-based Chinese Olympic Games Competitive Sports Strength Evaluation Model Research

Open Access Regression Analysis-based Chinese Olympic Games Competitive Sports Strength Evaluation Model Research Send Orders for Reprints to reprints@benthmscience.e The Open Cybernetics & Systemics Journl, 05, 9, 79-735 79 Open Access Regression Anlysis-bsed Chinese Olympic Gmes Competitive Sports Strength Evlution

More information

Available online at ScienceDirect. Procedia Engineering 112 (2015 )

Available online at  ScienceDirect. Procedia Engineering 112 (2015 ) Avilble online t www.sciencedirect.com ScienceDirect Procedi Engineering 112 (2015 ) 225 230 7th Asi-Pcific Congress on Sports Technology, APCST 2015 Dynmic clibrtion of n instrumented bike brke hood in

More information

Performance Comparison of Dynamic Voltage Scaling Algorithms for Hard Real-Time Systems

Performance Comparison of Dynamic Voltage Scaling Algorithms for Hard Real-Time Systems Performnce Comprison of Dynmic Voltge Scling Algorithms for Hrd Rel-Time Systems Woonseok Kim Λ Dongkun Shin y Hn-Sem Yun y Jihong Kim y Sng Lyul Min Λ School of Computer Science nd Engineering Seoul Ntionl

More information

DIE DESIGN AND CONSTRUCTION SPECIFICATIONS STAMPING - EUROPE MINIMUM CORE HOLE SIZE TO PULL PUNCHES WITH WINDOWS

DIE DESIGN AND CONSTRUCTION SPECIFICATIONS STAMPING - EUROPE MINIMUM CORE HOLE SIZE TO PULL PUNCHES WITH WINDOWS MINIMUM CORE HOLE SIZE TO PULL PUNCHES WITH WINDOWS THE MINIMUM DIMENSIONS FOR THE HOLE IN THE PD REQUIRED TO INSERT THE PUNCH-PULLER ND THE BLL-LIFTER RE GIVEN IN THE TBLE BELOW. C CORE HOLE ØB MIN. SECTION

More information

Working Paper: Reversal Patterns

Working Paper: Reversal Patterns Remember to welcome ll ides in trding. AND remember to reserve your opinion until you hve independently vlidted the ide! Working Pper: Reversl Ptterns Working Pper In this pper I wnt to review nd (hopefully)

More information

Chapter 5. Triangles and Vectors

Chapter 5. Triangles and Vectors www.ck12.org Chpter 5. Tringles nd Vectors 5.3 The Lw of Sines Lerning Objectives Understnd how both forms of the Lw of Sines re obtined. Apply the Lw of Sines when you know two ngles nd non-included side

More information

VB-7253 Series. Application. Features. Applicable Literature

VB-7253 Series. Application. Features. Applicable Literature VB-7253 Series 1/2 to 2 Screwed NPT Stinless Steel Trim with Teflon Disc Stem Up Open, Two-Wy Vlves Generl Instructions Appliction VB-7253 series single set, stem down to close, two wy vlves control wter

More information

COMPARISON OF CORIOLIS AND TURBINE TYPE FLOW METERS FOR FUEL MEASUREMENT IN GAS TURBINE TESTING

COMPARISON OF CORIOLIS AND TURBINE TYPE FLOW METERS FOR FUEL MEASUREMENT IN GAS TURBINE TESTING THE AMERICAN SOCIETY OF MECHANICAL ENGINEERS 346 E. 47th St., New York, N.Y. 117 93-GT-7 The Society shll not be responsible for sttements or opinions dvnced in ppers or discussion t meetings of the Society

More information

Department of Animal and Aquacultural Sciences, Norwegian University of life Science, PO-Box N-1432 Ås, Norway.

Department of Animal and Aquacultural Sciences, Norwegian University of life Science, PO-Box N-1432 Ås, Norway. Presenttion in session H11.5 * The ehviour of horses in different pddock sizes, with nd without exercise G.H.M. Jørgensen * & K.E. Bøe. Deprtment of Animl nd Aquculturl Sciences, Norwegin University of

More information

ABSTRACT VARIATION AMONG FISH SPECIES IN THE STOICHIOMETRY OF NUTRIENT EXCRETION. by Lisette Esmeralda Torres

ABSTRACT VARIATION AMONG FISH SPECIES IN THE STOICHIOMETRY OF NUTRIENT EXCRETION. by Lisette Esmeralda Torres ABSTRACT VARIATION AMONG FISH SPECIES IN THE STOICHIOMETRY OF NUTRIENT EXCRETION by Lisette Esmerld Torres This study investigtes how nutrient cycling rtes nd rtios vry mong fish species nd with body size,

More information

Comparison of Theoretical and Experimental Power output of a Small 3-bladed Horizontal-axis Wind Turbine

Comparison of Theoretical and Experimental Power output of a Small 3-bladed Horizontal-axis Wind Turbine Mrslnd Press Journl of Americn Science 9;5(4):79 9 Comprison of Theoreticl nd Experimentl Power output of Smll 3-blded Horizontl-xis Wind Turbine K.R. Ajo Deprtment of Mechnicl Engineering, University

More information

Ferskvannsavlusing small-scale tests: Short-term exposure tests to elucidate handling effects.

Ferskvannsavlusing small-scale tests: Short-term exposure tests to elucidate handling effects. Ferskvnnsvlusing smll-scle tests: Short-term exposure tests to elucidte hndling effects. The use of freshwter to control infesttions of the se louse Lepeophtheirus slmonis K on Atlntic slmon Slmo slr L.

More information

Supplement of Population-specific responses in physiological rates of Emiliania huxleyi to a broad CO 2 range

Supplement of Population-specific responses in physiological rates of Emiliania huxleyi to a broad CO 2 range Supplement of Biogeosciences, 15, 3691 371, 21 https://doi.org/1.519/bg-15-3691-21-supplement Author(s) 21. This work is distributed under the Cretive Commons Attribution. License. Supplement of Popultion-specific

More information

Standard Weight (W s ) Equation and Length Categories for Shovelnose Sturgeon

Standard Weight (W s ) Equation and Length Categories for Shovelnose Sturgeon North Americn Journl of Fisheries Mngement 18:9 7, 18 Copyright by the Americn Fisheries Society 18 Stndrd Weight (W s ) Eqution nd Length Ctegories for Shovelnose Sturgeon MICHAEL C. QUIST,* CHRISTOPHER

More information

Application of Coconut Shell's Activated Carbon for Heavy Metal Removal from Wastewater

Application of Coconut Shell's Activated Carbon for Heavy Metal Removal from Wastewater Americn-Eursin Journl of Toxicologicl Sciences 8 (): 77-8, 06 ISSN 079-050 IDOSI Publictions, 06 DOI: 0.589/idosi.ejts.06.8..098 Appliction of Coconut Shell's Activted Crbon for Hevy Metl Removl from Wstewter,

More information

\ the Rudder as An Antirolling Device

\ the Rudder as An Antirolling Device TECHNSCHE HOGESCHOOL DELFT.AFDELNG DER SCHEEPSBOUW- EN SCHEEPVAARTKUNDE LABORATORUM VOOR SCHEEPSHYDROMECHANCA Fesibility Study of Employing \ the Rudder s An Antirolling Device K. Hung Report no. 518 April

More information

Lesson 8: Application Technology

Lesson 8: Application Technology The type of ppliction equipment used must suit the type of ppliction. In this module, you ll lern the prts of the most common types of ppliction equipment used by ssistnt pplictors, s well s how to properly

More information

A fisheries management strategy robust to ignorance: rotational harvest in the presence of indirect fishing mortality

A fisheries management strategy robust to ignorance: rotational harvest in the presence of indirect fishing mortality 2357 RAPID COMMUNICATIONS / COMMUNICATIONS RAPIDES A fisheries mngement strtegy robust to ignornce: rottionl hrvest in the presence of indirect fishing mortlity Rnsom A. Myers, Susnn D. Fuller, nd Dniel

More information

and that excessive pronation is one major cause of foot and leg problems of runners. The treatment modahties used on these runners are shown

and that excessive pronation is one major cause of foot and leg problems of runners. The treatment modahties used on these runners are shown Foot orthotic devices to modify selected spects of lower extremity mechnics* B. T. BATES,&dgger; Ph.D., L. R. OSTERNIG, Ph.D., B. MASON, M.S., AND L. S. JAMES, M.D., Eugene, Oregon From the Biomechnics-Sports

More information

WIND ENERGY POTENTIAL OF COASTAL ERITREA: AN ANALYSIS OF SPARSE WIND DATA

WIND ENERGY POTENTIAL OF COASTAL ERITREA: AN ANALYSIS OF SPARSE WIND DATA Solr Energy Vol. 66, No. 3, pp. 201 3, 1999 Pergmon P II: S0038 092X(99)00026 2 1999 Elsevier Science Ltd All rights reserved. Printed in Gret Britin 0038-092X/99/$ - see front mtter www.elsevier.com/

More information

Frank J. Gouveia. Ron L.Baskett. This paper was prepared for submittal to the Nuclear Utility Meteorological Data Users Group Workshop (NUMUG)

Frank J. Gouveia. Ron L.Baskett. This paper was prepared for submittal to the Nuclear Utility Meteorological Data Users Group Workshop (NUMUG) UCRL- JC- 1237 17 PREPRNT COMPARSON OF DATA FROM CO-LOCATED SENSOR PACKAGES AND MPLCATONS FOR DSPERSON MODELNG: AN N STU CASE STUDY OF RUGGED VERSUS LOW-THRESHOLD ANEMOMETERS AND NATURAL-VERSUS FORCED-VENTLATON

More information

2014 Victorian Shooting Championship

2014 Victorian Shooting Championship 2014 Victorin Shooting Chmpionship VPCI, in conjunction with the Stte Coches nd the Stte Umpires invite ll PFA licensed petnque plyers in the Stte of Victori to tke prt in the 2014 Victorin Shooting Chmpionship.

More information

Inertial Sensor-Based Methods in Walking Speed Estimation: A Systematic Review

Inertial Sensor-Based Methods in Walking Speed Estimation: A Systematic Review Sensors 2012, 12, 6102-6116; doi:10.3390/s120506102 OPEN ACCESS sensors ISSN 1424-8220 www.mdpi.com/journl/sensors Review Inertil Sensor-Bsed Methods in Wlking Speed Estimtion: A Systemtic Review Shuozhi

More information

CS 188: Artificial Intelligence Spring Announcements

CS 188: Artificial Intelligence Spring Announcements CS 188: Artificil Intelligence Spring 2011 Lecture 19: Dynmic Byes Nets, Nïve Byes 4/6/2011 Pieter Aeel UC Berkeley Slides dpted from Dn Klein. Announcements W4 out, due next week Mondy P4 out, due next

More information

Impact of cross-reef fluxes on the Ouano lagoon circulation.

Impact of cross-reef fluxes on the Ouano lagoon circulation. Impct of cross-reef fluxes on the Ouno lgoon circultion. Cristele Chevlier, Jen-Luc Devenon, Vincent Rey Mediterrnen Institute of Ocenogrphy (MIO), CNRS/INSU, UMR 7294 nd IRD, UR235, 13288 Mrseille Cedex,

More information

STOCK ASSESSMENT OF SHRIMP Pandalus borealis (KRØYER 1838) IN SKJÁLFANDI BAY NORTHERN ICELAND

STOCK ASSESSMENT OF SHRIMP Pandalus borealis (KRØYER 1838) IN SKJÁLFANDI BAY NORTHERN ICELAND P.O. Box 1390, Skulgt 4 120 Reykjvik, Icelnd Finl Project 2008 STOCK ASSESSMENT OF SHRIMP Pndlus borelis (KRØYER 1838) IN SKJÁLFANDI BAY NORTHERN ICELAND Josephus Choe Junior Mmie Ministry of Fisheries

More information

PROTECTION FROM HAND-ARM TRANSMITTED VIBRATION USING ANTIVIBRATON GLOVES

PROTECTION FROM HAND-ARM TRANSMITTED VIBRATION USING ANTIVIBRATON GLOVES PROTECTION FROM HAND-ARM TRANSMITTED VIBRATION USING ANTIVIBRATON GLOVES VLADO GOGLIA IGOR ĐUKIĆ JOSIP ŢGELA Abstrct There re vrious wys of reducing the helth-hzrds of hnd-trnsmitted vibrtion. One of the

More information

Small-scale observations of atypical fire spread caused by the interaction of wind, terrain and fire

Small-scale observations of atypical fire spread caused by the interaction of wind, terrain and fire Smll-scle oservtions of typicl fire spred cused y the interction of wind, terrin nd fire Json J. Shrples Applied nd Industril Mthemtics Reserch Group, School of Physicl Environmentl nd Mthemticl Sciences,

More information

Available online at ScienceDirect. Procedia Materials Science 8 (2015 )

Available online at   ScienceDirect. Procedia Materials Science 8 (2015 ) Aville online t www.sciencedirect.com ScienceDirect Procedi Mterils Science 8 (2015 ) 914 923 Interntionl Congress of Science nd Technology of Metllurgy nd Mterils, SAM - CONAMET 2013 Effect of Het Input

More information

Right Triangle Trigonometry

Right Triangle Trigonometry Right Tringle Trigonometry To the ncient Greeks, trigonometry ws the study of right tringles. Trigonometric functions (sine, cosine, tngent, cotngent, secnt, nd cosecnt) cn be defined s right tringle rtios

More information

D e n n i s C r a b t r e e N R C H e r z b e r g ( a k a H I A )

D e n n i s C r a b t r e e N R C H e r z b e r g ( a k a H I A ) D e n n i s C r b t r e e N R C H e r z b e r g ( k H I A ) Refereed ppers bsed on CFHT dt 1980 -> These ppers represent CFHT s contribution to the dvncement of stronomy And the ROI of the funding gencies

More information

S. FURDEAN, D. LALESCU, Sandra Antonia MIHAILOV, A. GROZEA*

S. FURDEAN, D. LALESCU, Sandra Antonia MIHAILOV, A. GROZEA* GROWTH DYNAMIC OF THE MAIN MORPHOLOGICAL TRAITS IN A STERLET (ACIPENSER RUTHENUS) POPULATION REARED INTO RECIRCULATING AQUACULTURE SYSTEM, FROM 2 TO 6 MONTHS OLD S. FURDEAN, D. LALESCU, Sndr Antoni MIHAILOV,

More information

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and This rticle ppered in journl published by Elsevier. The ttched copy is furnished to the uthor for internl non-commercil reserch nd eduction use, including for instruction t the uthors institution nd shring

More information

1 Measurement. What you will learn. World s largest cylindrical aquarium. Australian Curriculum Measurement and Geometry Using units of measurement

1 Measurement. What you will learn. World s largest cylindrical aquarium. Australian Curriculum Measurement and Geometry Using units of measurement Austrlin Curriulum Mesurement nd Geometry Using units of mesurement hpter 1 Mesurement Wht you will lern 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 Conversion of units Perimeter Cirumferene Are Are of irle Surfe

More information

Broadband acoustic transmission measurements in surface ship wakes

Broadband acoustic transmission measurements in surface ship wakes Broadband acoustic transmission measurements in surface ship wakes Steve Stanic, Edgar Kennedy, Bob Brown, and Dexter Malley Naval Research Laboratory Stennis Space Center Ms, 3959 Ralph Goodman and Jerauld

More information

CHAPTER 4. Surface Root-zone Water Content and Bentgrass Water Stress. During Drydown for Selected Putting Green Construction.

CHAPTER 4. Surface Root-zone Water Content and Bentgrass Water Stress. During Drydown for Selected Putting Green Construction. CHAPTER 4 Surfce Root-zone Wter Content nd Bentgrss Wter Stress During Drydown for Selected Putting Green Construction Systems ABSTRACT Creeping entgrss, cool-seson grss used extensively in golf courses

More information

Math commonly used in the US Army Pathfinder School

Math commonly used in the US Army Pathfinder School Mth commonly used in the US Army Pthfinder School Pythgoren Theorem is used for solving tringles when two sides re known. In the Pthfinder Course it is used to determine the rdius of circulr drop zones

More information

Paradoxical Euler or Integration by Differentiation:

Paradoxical Euler or Integration by Differentiation: Prdoicl Euler or Integrtion by Differentition: A Synopsis of E36 Andrew Fbin nd Hieu Nguyen Rown University The Euler Society 008 Annul Conference July 1, 008 E36 Eposition de quelques prdoes dns le clcul

More information

United States Patent (19)

United States Patent (19) United Sttes Ptent (19) Mobley (11) 45) Ptent Number: Dte of Ptent: Nov. 19, 1991 (54) BICYCLE RACK FORMOUNTING ON A VAN 76 Inventor: Mrk H. Mobley, P.O. Box 636, Norris, Tenn. 37828 21 Appl. No.: 436,492

More information

Multiple Meaning Words: Grade 3 to 5 More Teaching Tools at

Multiple Meaning Words: Grade 3 to 5 More Teaching Tools at pool pool pool pool smll re of still wter, typiclly one formed nturlly Pools of wter formed on the street fter the rin. smll, shllow ptch of liquid lying on surfce There s pool of oil under our cr. deep

More information

EFFICACY OF A NOVEL AREA-REPELLENT AEROSOL FORMULATION AGAINST MOSQUITOES AND FLIES (DIPTERA: CULICIDAE, MUSCIDAE)

EFFICACY OF A NOVEL AREA-REPELLENT AEROSOL FORMULATION AGAINST MOSQUITOES AND FLIES (DIPTERA: CULICIDAE, MUSCIDAE) Proceedings of the Eighth Interntionl Conference on Urbn Pests Gbi Müller, Reiner Pospischil nd Willim H Robinson (editors) 2014 Printed by OOK-Press Kft., H-8200 Veszprém, Ppái ut 37/, Hungry EFFICACY

More information

Extent of gill pathology in the toadfish Tetractenos hamiltoni caused by Naobranchia variabilis (Copepoda: Naobranchiidae)

Extent of gill pathology in the toadfish Tetractenos hamiltoni caused by Naobranchia variabilis (Copepoda: Naobranchiidae) Vol. 35: 203-211. 1999 DISEASES OF AQUATIC ORGANISMS Dis Aqut Org Published Februry 26 Extent of gill pthology in the todfish Tetrctenos hmiltoni cused by Nobrnchi vribilis (Copepod: Nobrnchiide) Frnk

More information

INDUSTRIAL. AUTOMOTIVE. AUTOMATION. ENERGY EFFECTIVE ENERGY SOLUTIONS

INDUSTRIAL. AUTOMOTIVE. AUTOMATION. ENERGY EFFECTIVE ENERGY SOLUTIONS INDUSTRIL. UTOMOTIVE. UTOMTION. ENERGY EFFECTIVE ENERGY SOLUTIONS INTELLIGENT SOLUTIONS FOR MORE EFFICIENCY ND SFETY ENERGY SVING MODULE WITH LED INDICTION CE ND EN 161 CERTIFIED FLNGE OR THRED CONNECTION

More information

Small Game Hunter Lead Shot Communication Study. Executive Summary. A cooperative study conducted by:

Small Game Hunter Lead Shot Communication Study. Executive Summary. A cooperative study conducted by: 8 Smll Gme Hunter Led Shot Communiction Study Executive Summry A coopertive study conducted y: Minnesot Coopertive Fish nd Wildlife Reserch Unit Minnesot Deprtment of Nturl Resources 9 Smll Gme Hunter

More information

ANNEX 1 CLASSIFICATION AND LABELLING SUMMARY TABLES

ANNEX 1 CLASSIFICATION AND LABELLING SUMMARY TABLES ANNEX CLASSIFICATION AND LABELLING SUMMARY TABLES ANNEX CLASSIFICATION AND LABELLING SUMMARY TABLES NOTE: The codifiction of hzrd s is further explined in Annex 3 (Section ). The hzrd re intended to be

More information

Name Class Date SAMPLE. Complete the missing numbers in the sequences below. 753, ,982. The area of the shape is approximately cm 2

Name Class Date SAMPLE. Complete the missing numbers in the sequences below. 753, ,982. The area of the shape is approximately cm 2 End of term: TEST A You will need penil. Yer 5 Nme Clss Dte 1 2 Complete the missing numers in the sequenes elow. 200 3926 4926 400 500 700 7926 753,982 553,982 Estimte the re of the shpe elow. The re

More information

Object preference by walking fruit flies, Drosophila melanogaster, is mediated by vision and graviperception

Object preference by walking fruit flies, Drosophila melanogaster, is mediated by vision and graviperception 2494 The Journl of Experimentl iology 23, 2494-256 2. Published by The ompny of iologists Ltd doi:.242/jeb.4749 Object preference by wlking fruit flies, rosophil melnogster, is medited by vision nd grviperception

More information

RESEARCH ARTICLE The role of vision in odor-plume tracking by walking and flying insects

RESEARCH ARTICLE The role of vision in odor-plume tracking by walking and flying insects 4121 The Journl of Experimentl iology 214, 4121-4132 2011. Published by The Compny of iologists Ltd doi:10.1242/jeb.036954 RESEARCH ARTICLE The role of vision in odor-plume trcking by wlking nd flying

More information

Computación y Sistemas ISSN: Instituto Politécnico Nacional México

Computación y Sistemas ISSN: Instituto Politécnico Nacional México Computción y Sistems ISSN: 1405-5546 computcion-y-sistems@cic.ipn.mx Instituto Politécnico Ncionl México Btyrshin, Ildr Z.; Kubyshev, Nily; Solovyev, Vlery; Vill-Vrgs, Luis A. Visuliztion of Similrity

More information

On the dynamics of low latitude, wide and shallow coastal system: numerical simulations of the Upper Gulf of Thailand

On the dynamics of low latitude, wide and shallow coastal system: numerical simulations of the Upper Gulf of Thailand Ocen Dynmics (214) 64:557 571 DOI 1.17/s1236-14-73-z On the dynmics of low ltitude, wide nd shllow costl system: numericl simultions of the Upper Gulf of Thilnd Suriyn Srmul & Tl Ezer Received: 9 August

More information

USE OF MICROCLIMATE MODELS FOR EVALUATING THERMAL COMFORT: IDENTIFYING THE GAPS

USE OF MICROCLIMATE MODELS FOR EVALUATING THERMAL COMFORT: IDENTIFYING THE GAPS USE OF MICROCLIMATE MODELS FOR EVALUATING THERMAL COMFORT: IDENTIFYING THE GAPS Tni Shrmin; Koen Steemers The Mrtin Centre for Architecturl nd Urn Studies, Deprtment of Architecture, University of Cmridge,

More information

Ephemeral floodplain habitats provide best growth conditions for juvenile Chinook salmon in a California river. by Carson A.

Ephemeral floodplain habitats provide best growth conditions for juvenile Chinook salmon in a California river. by Carson A. Ephemerl floodplin hbitts provide best growth conditions for juvenile Chinook slmon in Cliforni river by Crson A. Jeffres Abstrct We rered juvenile Chinook slmon for two consecutive flood sesons within

More information

PCT MINIMUM DOCUMENTATION

PCT MINIMUM DOCUMENTATION Ref.: PCT Minimum Documenttion pge: 4.1.1 PCT MINIMUM TION INVENTORY S CCORDING TO PCT RULE 34.1 (PERIOD FROM 1920 TO 2000) Explntory Notes 1. On the following pges is given the inventory of ptent documents,

More information

Biomechanical Analysis of Pressure Redistribution

Biomechanical Analysis of Pressure Redistribution Biomechnicl Anlysis Redistribution Dul PegAssist Conur Bllet-Style Sports (neutrl shoe) Dul Chrcteristics Dul + Generl PegAssist + Conur All mpping results re bsed upon following prmeters: Test Person

More information

The post-hemodialysis rebound: Predicting and quantifying its effect on Kt/V

The post-hemodialysis rebound: Predicting and quantifying its effect on Kt/V Kidney Interntionl, Vol. 5 (1996), pp. 294212 The post-hemodilysis rebound: Predicting nd quntifying its effect on Kt/V JMS. TTTRSLL, DOMINI DTKTS, PL HMNY, ROGR N. GRNWOOD, nd KN FRRINGTON Lister Hospitl,

More information

Available online at ScienceDirect. Energy Procedia 59 (2014 )

Available online at   ScienceDirect. Energy Procedia 59 (2014 ) Aville online t www.sciencedirect.com ScienceDirect Energy Procedi 59 (2014 ) 182 189 Europen Geosciences Union Generl Assemly 2014, EGU 2014 Turulence chrcteristics in offshore wind frms from LES simultions

More information

Edinburgh Research Explorer

Edinburgh Research Explorer Edinburgh Reserch Explorer Kinemtic nd Electromyogrphic Chnges During 00 m Front Crwl t Rce Pce Cittion for published version: Figueiredo, P, Snders, R, Gorski, T, Vils-Bos, JP & Fernndes, RJ 0, 'Kinemtic

More information

Protein in Alzheimer Disease

Protein in Alzheimer Disease Reserch Article imedpub Journls www.imedpub.com Nno Reserch & Applictions ISSN 471-9838 18 Vol.4 No.:6 DOI: 11767/471-9838.135 Abstrct Theoreticl Clcultion for Removing Tu Protein in Alzheimer Disese Alzheimer's

More information

SWD Update. Elizabeth H. Beers Tree Fruit Research & Extension Center 1100 N. Western Ave. Wenatchee, Washington

SWD Update. Elizabeth H. Beers Tree Fruit Research & Extension Center 1100 N. Western Ave. Wenatchee, Washington SWD Updte Northwest Wholesle Orgnic Grower Meeting Cmpbell s Resort, Cheln, WA 5 Februry 213 9:3-1: m Elizbeth H. Beers Tree Fruit Reserch & Extension Center 11 N. Western Ave. Wentchee, Wshington US SWD

More information

Syngenta Soybean Insecticide Screening Study Beaumont, TX 2017

Syngenta Soybean Insecticide Screening Study Beaumont, TX 2017 I II III IV N Syngent Soyben Insecticide Screening Study Beumont, TX 2017 PLOT PLAN 20 1 LG 32 4 BX 19 8 GX 31 5 O 18 3 B 30 2 LGX 17 6 OX 29 7 G 16 1 LG 28 2 LGX 15 7 G 27 8 GX 14 3 B 26 6 OX 13 5 O 25

More information

Special Right Triangles

Special Right Triangles Pge of 5 L E S S O N 9.6 Specil Right Tringles B E F O R E Now W H Y? Review Vocbulr hpotenuse, p. 465 leg, p. 465 You found side lengths of right tringles. You ll use specil right tringles to solve problems.

More information

UNCORRECTED PROOF. Materials and methods

UNCORRECTED PROOF. Materials and methods Exp rin Res (26) DOI.7/s22-6-456-2 3 RESEARCH ARTICLE 4 Giovnni Mirell Pierpolo Pni 5 Mrtin Pre Stefno Ferrin 6 Inhiitory control of reching movements in humns 7 8 Received: August 25 / Accepted: Mrch

More information