Rearview Video System as Countermeasure for Trucks Backing Crashes
|
|
- Brendan McBride
- 6 years ago
- Views:
Transcription
1 Rarviw Vido ystm as Countrmasur for Trucks Backing Crashs Evaluating th ystm s Effctivnss by Controlld Tst Chanyoung L, Achillas Kourtllis, Pi-ung Lin, and Ptr su In gnral, th opration of larg trucks involvs many diffrnt typs of manuvrs. Th backing manuvr, in particular, rquirs a highr lvl of drivr attntion bcaus of th limitd rar viw. A growing numbr of trucks in th Unitd tats ar quippd with a rarviw vido systm (RV) that can hlp th drivr s much of th ara bhind th vhicl. An RV consists of on or mor camras and on monitor. It is xpctd that an RV can hlp drivrs rduc potntial backing crashs. To valuat th ffctivnss of th systm, this study prformd a controlld drivr tst with 45 truck drivrs. Th tst usd thr backing manuvrs and a pdstrian dummy for obsrvation of potntial crashs. Th rsults showd that th us of an RV incrasd th stop rat of th drivrs during th straightlin backing manuvr by 46.7%, which could b intrprtd as an incras in th odds of avoiding potntial backing crashs during th backing manuvr. Th stop rat incrasd 4.4% and 17.8% for th offst right backing and ally dock backing manuvrs, rspctivly. Drivr ag, commrcial driving xprinc, and xprinc with an RV showd no statistical association with th incrasd stop rat, which mans an RV can b adoptd by drivrs quickly. In gnral, drivrs showd positiv attituds toward using an RV, and mor than 90% of rspondnts agrd that an RV could rduc th rar blind spot for larg trucks. In gnral, th opration of larg trucks involvs many diffrnt typs of manuvrs. Th backing manuvr, in particular, rquirs a highr lvl of drivr attntion du to limitd rar viw. Most trucking companis hav a policy that ncourags drivrs to visually chck th rar of th vhicl bfor prforming a backing manuvr, rgardlss of th backing distanc, and to us a spottr who can stand outsid th vhicl to nsur safty during th manuvr. A growing numbr of trucks in th Unitd tats ar quippd with rarviw vido systms (RVs), which can hlp a drivr s much of th ara bhind th vhicl. RVs consist of on or mor camras and on monitor. Thy provid th drivr with a rar viw of th vhicl to b usd, similar to a rarviw mirror in a passngr car. It is xpctd that an RV can hlp drivrs rduc potntial backing crashs. inc truck-backing crashs ar rar vnts, and dtaild data ar not asily availabl, a wll-dsignd controlld tst can b a vry ffctiv mans to assssing th ffctivnss of an RV as a countrmasur C. L, A. Kourtllis, and P.-. Lin, Cntr for Urban Transportation Rsarch, Univrsity of outh Florida, 4202 East Fowlr Avnu CUT100, Tampa, FL P. su, Florida Dpartmnt of Transportation, North McKinly Driv, M , Tampa, FL Corrsponding author: C. L, cyl@cutr.usf.du. Transportation Rsarch Rcord: Journal of th Transportation Rsarch Board, No. 2194, Transportation Rsarch Board of th National Acadmis, Washington, D.C., 2010, pp DOI: / for truck-backing crashs. This study prformd a controlld drivr tst with thr diffrnt typs of backing manuvrs. PREVIOU TUDIE A numbr of studis hav bn conductd to addrss th problm of backing crashs in rlation to all vhicls, including light, mdium, and havy trucks. Ths past studis hav indicatd that possibl countrmasurs for backing crashs ar proximity snsors and vido camra tchnologis. Vido camra systms wr first introducd in th 1980s as a countrmasur for crashs involving larg mining dump trucks. Th majority of prvious studis prformd static tsts. Th systm undr invstigation was installd on th vhicl, and whil th vhicl was not moving, objcts or pdstrians movd around th vhicl to obtain th rspons of th systm (1 5). Mor advancd rsarch fforts includd drivr simulator tsts, whr th drivrs wr askd to driv a simulatd vhicl and rspond to crtain stimuli. Th obsrvation of th drivrs was th primary objctiv of ths fforts. Th only study that prformd dynamic tsts is dscribd in Wirwill t al. (6), whr th drivrs drov an xprimntal truck quippd with th systms undr valuation and wr askd to prform crtain manuvrs, with and without th systm, in sparat runs. Tabl 1 summarizs th history of ths studis and thir findings. Th main factor missing from most of th rviwd studis was th valuation of th drivr undr xprimntal scnarios that simulat ralistic conditions. In addition, most studis did not tst th systms undr conflict scnarios. This study focusd on crating th rquird conflicts with pdstrian dummis and stationary objcts to obsrv th drivr s raction and th outcom of th conflict (crash or no crash). Th latst updat from is an advanc notic of proposd rulmaking initiatd in 2009 to amnd Fdral Motor Vhicl afty tandard 111: Rarviw Mirrors, to improv a drivr s ability to s aras to th rar of a motor vhicl in ordr to mitigat fatalitis and injuris associatd with backovr incidnts (11). CONTROLLED TET DEIGN On of th most important aspcts of having an RV is to hlp th drivr idntify potntial hazards instantanously whil backing, thus hlping th drivr to ract mor quickly and potntially avoid backing crashs. To tst th ffctivnss of th systm in this aspct, th dtction of potntial backing hazards was tstd by introducing an objct or a pdstrian dummy in th backing path. Thr diffrnt backing 55
2 56 Transportation Rsarch Rcord 2194 TABLE 1 istory of tudis Rlatd to Rar-Objct Dtction Tchnologis (1, 3 5, 7 10) Yar Agncy Titl Findings A tudy of Commrcial Motor Vhicl Elctronics- Basd Rar and id Objct Dtction ystms ardwar Evaluation of avy Truck id and Rar Objct Dtction ystms Exprimntal Evaluation of th Prformanc of Availabl Backovr Prvntion Tchnologis Evaluation of Prformanc of Availabl Backovr Prvntion Tchnologis for Light Vhicls Exprimntal Evaluation of th Prformanc of Availabl Backovr Prvntion Tchnologis for Mdium traight Trucks Us of Advancd In-Vhicl Tchnology by Young and Oldr Early Adoptrs Dvlopmnt of Prformanc pcification for Camra- Vido Imaging ystms on avy Vhicl On-Road tudy of Drivrs Us of Rarviw Vido ystms This study dalt with mirror and snsor systms usd for sid and rarobjct dtction on markt-rady and prototyp systms. Rsults showd that thy hav potntial in hlping drivrs avoid crashs. This is th first tim a vido systm is valuatd for its potntials in truck crash avoidanc along with snsor systms. Rsults showd that all systms improv drivr potntial in avoiding crashs. In this comprhnsiv study, mirror, snsor, and vido systms wr tstd for thir prformanc on UV-typ vhicls. Rsults showd that vido systms hlp th drivr dtct pdstrians bhind thir vhicls bttr than othr systms. This study, similar to th prvious, tstd th sam systms on light vhicls. Th outcom was that th vido systms prform bttr in hlping th drivr but do not warn th drivr of potntial dangr. Th sam study was prformd for mdium trucks. Th outcom showd that vido systms ar th most rliabl to show objcts bhind a truck. This study showd th diffrncs in ag with th us of snsor and camra systms. It also showd that drivrs ovrstimat th ffctivnss of th systms and ar mor likly to back fastr and mor carlssly whn having th systm. This study, th latst of its kind, tstd camra systms for diffrnt locations on th truck, to improv visibility and potntially rplac mirrors. This study includd dynamic tsting of systms with drivrs prforming backing manuvrs. Th latst naturalistic study of its kind collctd drivr bhavior data for a month from minivan drivrs. Th rsults showd that th ffctivnss of th vido systms is only about 20% and th drivrs us th systms but not in an fficint mannr to avoid all potntial crashs. manuvrs wr tstd for both trucks with an RV and thos without an RV. traight-lin Backing Manuvr Th straight-lin backing manuvr is th most typical backing manuvr in a drivr s vryday routin: ing and parking th truck at a loading dock to load or unload goods. As shown in Figur 1, th starting of th truck was 140 ft from a rctangular box. Th drivr had to back th truck straight through th box without touching any of th cons or passing on top of any boundary lins and stop aftr th full lngth of th truck was out of th box. As shown in Figur 1, whn th back of th trailr rachd th lin conncting th first two cons (65 ft from th nd ), an xaminr crossd bhind th trailr prpndicular to th truck s path. Th xaminr, who was carrying a stack of two cons (3 ft high), passd at normal walking spd, thn droppd th bottom con within th cntr box in th path of th backing truck and continud walking out of th box whil carrying th scond con. This was don so that if th drivr saw in th sid viw mirrors th xaminr passing through, thy would not b abl to dtct immdiatly that th xaminr droppd a con sinc it appard that th con was transfrrd all th way to th othr sid of th box. Th manuvr was prformd twic, onc without th us of an RV and onc with it, in a random ordr for ach drivr. Obviously, whn th drivr had th RV on and was watching th monitor, th drivr could clarly s that th xaminr droppd a con and thrfor stop th truck bfor hitting th con. If th drivr stoppd for th con, th distanc from th back of th trailr to th con was masurd, rcordd, and notd as a stop. If th drivr did not stop, it was notd as a hit. This happnd on both occasions (whn a drivr was using th systm, and whn a drivr was not using th systm). Figur 2 shows snapshots of th actual tsting. Offst Right Backing Manuvr This manuvr rquird th drivr to start from a similar to th first manuvr, backing th truck and curving to th right towards a similar box, as shown in Figur 3. Th nd of th box was a loading dock, and th drivr was askd to stop th truck at a distanc of 3 ft from th door. During this manuvr and whn th back of th trailr was locatd approximatly 65 ft from th loading dock, an xaminr introducd a pdstrian dummy in th shap of a small child 3 ft high. Th pdstrian dummy was rmotly controlld and strd from a saf distanc. Th dummy was introducd at approximatly 20 ft from th back of th trailr. If th drivrs stoppd for th dummy, th distanc btwn th dummy and th trailr was masurd, rcordd, and notd as a stop. If th drivrs did not stop, it was notd as a hit. Aftr this, th drivrs continud th manuvr, and th distanc from th back of th trailr to th loading dock was masurd and rcordd. Ally Dock Backing Manuvr This manuvr rquird th drivrs to th truck at a 90 angl from a box lading to a loading dock and str th truck into th box again, parking th truck 3 ft from th dock. A schmatic diagram is shown in Figur 4. As with th offst right backing manuvr, whn th trailr was approximatly 65 ft from th dock, a pdstrian
3 L, Kourtllis, Lin, and su 57 TETING PROCEDURE Th tsting procdur follows: Whn rar of trailr was hr th con was droppd in th truck s backing path 20 ft back Exprimntr s walking path path starting 12 ft 140 ft 65 ft 1. Th participating drivrs wr askd to rad and sign a drivr informd-consnt form that xplaind th procdur of th tst, th risks and discomforts, th bnfits to th drivr, th xtnt of anonymity and confidntiality, th compnsation, and thir rights, and thn confirmd thir prmission to participat in th tst. Each drivr was assignd a numbr that would srv as an idntifir for all stags and forms of th tst for anonymity purposs. 2. Th drivrs wr thn givn a flyr showing diagrams of th thr manuvrs that wr includd in th tst, with dtails for ach. Each drivr ntrd an quippd truck, a trling day cab tractor with a 34-ft trailr. A scond xaminr was insid th truck to guid th drivr through th manuvrs. 3. Th drivrs wr askd to prform two sts (with and without a rarviw systm) of thr diffrnt manuvrs (straight-lin backing, offst right backing, and ally dock backing). To minimiz potntial bias, th ordr of th six manuvrs for ach drivr followd a prgnratd random numbr tabl. Thrfor, ach drivr compltd th manuvrs in a diffrnt ordr. 4. Anothr two xaminrs wr stationd outsid th truck to obsrv, rcord, and control th tst dummis. 5. Aftr compltion of all six manuvrs, th drivrs wr askd to complt a survy to provid thir fdback on th systm. ANALYI OF TET REULT FIGURE 1 dummy was introducd to obsrv th raction of th drivr. If th drivr stoppd, th distanc from th dummy to th trailr was masurd, rcordd, and notd as a stop. If th drivr did not stop, it was notd as a hit. Again, th distanc from th dock at th nd of th manuvr was rcordd. DATA COLLECTION final traight-lin backing manuvr. Th data collctd from th xprimnt cam in two forms: (a) vido, audio, and snsor data rcordd on a digital vido rcordr and (b) obsrvations and masurmnts by th fild prsonnl takn during th tst. Th truck was quippd with thr camras. As shown in Figur 5, on camra (Camra 1) was installd insid th cabin nxt to th monitor to rcord th drivr s bhavior. A scond camra (Camra 2) was installd at th top of th cargo box trailr aimd down at an angl of 60 to th horizontal. A third camra (Camra 3) was installd undr th brak lights of th trailr at an angl of 0 to th horizontal. Camra 3 was usd to provid vido fd to th drivr during th tst. In total, 45 drivrs participatd in th controlld tst. Th avrag of thir commrcial vhicl driving xprinc was 10.9 yars, and 15 drivrs had prvious xprinc with RV. On avrag, ach drivr took approximatly 21 min to complt all six manuvrs. First, diffrncs in th stopping rats (not hitting th con or th dummy) wr tstd with and without an RV. Tsting this null hypothsis is th sam as tsting th diffrnc of th probabilitis of stopping with and without an RV ( 0 : P 1+ = P +1 and 1 : P 1+ > P +1 ). whr is stop and is hit. Without RV With RV P 11 P 12 P 21 P 22 stop P1 + = P11 + P12 = Pr = W with camra P stop = P + P = Pr = O without camra Th data wr analyzd with only th drivr raction, including hit and stop information. Tabl 2 shows 2 2 contingncy tabl for th manuvrs. Estimations follow: = ( ) = d P P, ˆσ d ( ) P + P P P n
4 58 Transportation Rsarch Rcord FIGURE 2 traight-lin backing manuvr during tsting. A McNmar tst was adoptd for matchd paird data and to rport th p-valus from th null binomial probability distribution and th asymptotic calculations. McNmar tst statistics = ( P12 P21 )2 P12 + P21 χ 2df =1 undr null probability distribution. Th rats and variancs ar calculatd from th abov quations. As shown in Tabl 3, th prsnc of an RV incrasd th stop rat of th participating drivrs during th straight-lin backing manuvr by 46.7%, which can b intrprtd as th incras in odds to avoid potntial backing crashs during th manuvr. Th stop rat incrasd 4.4% and 17.8% for th offst right backing and ally dock backing manuvrs, rspctivly. It is important to not that th siz of th blind spot and th rquird ffort for both th straight-lin backing and th offst right backing manuvrs wr narly th sam in gnral, but th dummy objct was introducd in a diffrnt way for th two. For th straight-lin backing manuvr, th dummy objct (a con) was d dirctly bhind th vhicl, whras th dummy objct was movd from th sid of th vhicl for th offst right backing manuvr. Whn th objct was strd towards th back of th vhicl from th sid, th drivr had a chanc to spot it with ithr of th sid viw mirrors, but th objct was rlativly difficult to dtct whn strd from th right sid of th truck. Thrfor, th diffrnc in th rsults should not b intrprtd as a diffrnc in manuvrs. Rathr, it rprsnts a diffrnt lvl of ffctivnss of th RV to dtct objcts from diffrnt sids of th vhicl. Also, thr was a diffrnc in th incras of th stop rat for th offst right backing and ally dock backing manuvrs, although th sam mthod was usd to introduc th pdstrian dummy. It appars that th ally dock backing manuvr rquirs mor attntion and ffort by th drivrs to control th vhicl compard to th offst right backing manuvr and rsultd in mor opportunitis for th drivrs to miss th approaching dummy with th traditional sid viw mirrors. To tst th variabls having a significant ffct on th incras of th stop rat, a mathmatical modl was cratd. Insignificant variabls wr not includd. Four variabls manuvr typ, RV, and two intraction trms wr usd in th final mathmatical modl shown in Tabl 4 as follows:
5 L, Kourtllis, Lin, and su 59 Rarviw ystm Monitor Camra 1 Drivr Viw Camra starting 140 ft Camra 2 Whn rar of trailr was hr th pdstrian dummy was movd in th truck s backing path 20 ft back 65 ft final Camra 3 12 ft FIGURE 5 Location of RV camras. FIGURE 3 Offst right backing manuvr. starting path 70 ft Typ 2 cofficint rprsnts th diffrnc of log of th odds of hitting btwn M1 and M2 and Typ 3 cofficint rprsnts th diffrnc of log of th odds of hitting btwn M1 and M3. This final modl can rprsnt th probability of a backing crash basd on th controlld tst data as follows: ( ) ( ) = log Pr Y = 1 Pr Y = 0 α β X β X γx i X X i XX Probability of hitting: Whn rar of trailr was hr th pdstrian dummy was movd in th truck s backing path 20 ft back Pr Y = 1 whr 1 α+ β1x1+ β2x2+ γx3 ( ) = + = α+ β1x1+ β2x2+ γx X X X X X X3 FIGURE 4 Ally dock backing manuvr. final 12 ft 40 ft X X = M tsting 0 othrwis 1 M3 tsting = 0 othrwis 1 us RV X3 = 0 not us RV
6 60 Transportation Rsarch Rcord 2194 TABLE Contingncy Tabl Without RV traight-lin Offst Right Ally Dock Backing Backing Backing Total Backing With RV NOTE: = stop, = hit. TABLE 3 TABLE 4 Rsults of McNmar Tst Incras top Tst Typ P-Valu Rat (%) Varianc (%) traight-lin backing E Offst right backing Ally dock backing Total (45) backing tst E Final Mathmatical Modl Cofficint Estimat E Z-Valu Pr(> z ) Intrcpt ** Typ *** Typ *** RV *** Typ 2: RV * Typ 3: RV * p <.05, ** p <.01, *** p <.001. Equation Boxs 1, 2, and 3 prsnt th probabilitis of hitting an objct, which can b stimatd by using th abov modl. Equation Box 1 shows Manuvr 1, straight-lin backing; Equation Box 2 illustrats Manuvr 2, offst right backing; and Equation Box 3 shows Manuvr 3, ally dock backing. Furthr tsting was prformd to valuat if th incras in th stop rat was statistically associatd with th actual frquncy or duration of monitor glancs during th backing manuvrs. During th manuvrs, th drivrs usd th drivr sid mirrors, th RV monitor, and th passngr sid mirrors to prform thir backing manuvrs safly. Th glancing duration and frquncy for ach mirror or monitor wr diffrnt for ach drivr. To conduct th analysis, th vido data rcordd during th controlld tst wr analyzd by using softwar that multiplxs all camras at th sam tim in a singl scrn. Figur 6 shows a scrnshot from th Vido Log Analysis softwar. Th vido from ach camra can b sn in 30 frams/s. For vry fram, th drivr glanc was rcordd. Th vidos wr rviwd, and ach fram was countd with its corrsponding glanc location. A databas that includd all drivr manuvrs, total manuvr duration, glanc duration, and frquncy pr location was cratd. Tabls 5 and 6 show avrag frquncy and total glancing duration for ach mirror and monitor by manuvr. With an RV, drivrs did not rduc th frquncy of glancing at th drivr sid and passngr sid mirrors, but th total tim of glancing for EQUATION BOX 1 ( ) = + Pr hitting M1 with RV Pr hitting M1 without RV = = % % ( ) = + = = diffrnc of hitting rat for M1 with and without RV = % % = % EQUATION BOX 2 ( ) = Pr hitting M2 with RV Pr 1+ ( hitting M2 without RV) = = = % = = % diffrnc of hitting rat for M2 with and without RV = % % = 4. 44%
7 L, Kourtllis, Lin, and su 61 EQUATION BOX 3 ( ) = Pr hitting M3 with RV Pr 1+ ( hitting M3 without RV) = = = 2. 22% = = % diffrnc of hitting rat for M3 with and without RV = % 2. 22% = % both mirrors was slightly rducd. In gnral, drivrs took a littl mor tim to complt th manuvrs with an RV. owvr, thr is no statistically significant diffrnc in frquncy and duration of glancing at an RV monitor basd on prvious xprinc with RV. inc th duration of th backing manuvrs was diffrnt by individuals in th tst, th updatd frquncy (F*) was usd for furthr analysis as follows: F k duration of manuvr k * drivr t drivr F i drivr i i avrag duration of manuvr k t ( ) = ( ) ( ) drivrs whr F(K) drivri is th frquncy of drivr i watching th monitor during backing manuvr k. Th liklihood of hitting an objct with th monitor glanc frquncy was tstd as follows, and dtails can b sn in th following tabl: Cofficints Estimat td. Error z-valu Pr(> z ) Intrcpt Monitor glanc count or frquncy Odds ratio is dcrasd by th factor quals For th intrcpt s probability, p <.001. As sn in th following tabl, it appars that th liklihood of hitting an objct is mor closly associatd with th ratio of tim spnt watching th monitor during a backing manuvr. Th prob- ability of hitting an objct is rducd as th duration of looking at th monitor is incrasd. duration of looking at th monitor Mt = duration of backing manuvr whr Mt is th monitor glanc duration (tim). Cofficints Estimat td. Error z-valu Pr(> z ) Intrcpt Mt ignificanc lvl quals Odds ratio is dcrasd by th factor quals TABLE 5 Avrag Numbr of Glanc Frquncis pr Backing Manuvr Drivr-id Passngr-id RV Backing Manuvr Mirror Mirror Monitor Without RV traight-lin backing N/A Offst right backing N/A Ally dock backing N/A With RV traight-lin backing Offst right backing Ally dock backing FIGURE 6 Vido log analysis softwar. TABLE 6 Avrag Lngth of Glanc Duration pr Backing Manuvr Drivr- Total id Passngr- RV Manuvr Backing Manuvr Mirror id Mirror Monitor Tim a Without RV traight-lin backing N/A 65.5 Offst right backing N/A 60.3 Ally dock backing N/A 70.5 With RV traight-lin backing Offst right backing Ally dock backing a Total manuvr tim also includs pull-up tim.
8 62 Transportation Rsarch Rcord Numbr of Rsponss (Total 45) traight Lin Back Offst Right Back Ally Dock Back 0 trongly Agr Agr omwhat Agr omwhat Disagr Disagr trongly Disagr FIGURE 7 Do you fl mor comfortabl prforming a backing manuvr with an RV? In othr words, th odds of dtcting a potntial hazard during a backing manuvr with an RV could b highr if th drivr allocats mor tim to th RV. owvr, during th xprimnt it was obsrvd that th drivrs wr using th systm just as anothr mirror, thus looking at th imag with quick glimpss btwn sid mirror glancs. Just as with a mirror, it is clar that if th drivr is not looking at th xact tim whn th objct or prson is passing through th viw, th drivr will not s it. This is tru vn for an RV systm, vn if th systm has a much widr fild of viw than th two sid viw mirrors. As shown in Figur 7, th drivrs xprssd positiv attituds toward using an RV in th follow-up survy aftr th tst. Most drivrs agrd that th RV can hlp thm rduc potntial backing crashs. Furthrmor, mor than 90% of rspondnts agrd that RVs can rduc th rar blind spot for larg trucks. CONCLUION RVs ar xpctd to rduc potntial backing crashs, spcially for larg trucks. To valuat th ffctivnss of an RV in a controlld nvironmnt, w first rviwd prvious studis, including th history of studis rlatd to rar-objct dtction tchnologis. A comprhnsiv tst was dsignd and conductd that was diffrnt from prvious fforts. In this tst, an objct and a pdstrian dummy wr movd into th truck s backing path aftr th truck was moving to rprsnt mor ralistic scnarios. Thr diffrnt manuvrs wr includd in th final dsign of th controlld tst. Th tst was intndd to assss if th us of an RV can hlp drivrs idntify potntial hazards instantanously during a backing manuvr. Thr manuvrs straight-lin backing, offst right backing, and ally dock backing wr tstd with and without RV scnarios. Th rsults showd that th us of an RV incrasd th stop rat of drivrs during th straight-lin backing manuvr by 46.7%, which can b intrprtd as th incras in odds to avoid potntial backing crashs during th manuvr. Th stop rats wr incrasd by 4.4% and 17.8% for th offst right backing manuvr and th ally dock backing manuvr, rspctivly. Th diffrnc in th stop rat should not b intrprtd as a diffrnc in manuvrs. Rathr, it rprsnts a diffrnt lvl of ffctivnss of th RV to hlp drivrs dtct objcts from diffrnt sids of th vhicl. Drivr ag, commrcial driving xprinc, and prvious xprinc with an RV did not show any statistical association with th incrasd stop rat, which mans an RV can b adoptd by all drivrs quickly. Furthr analysis of th vido log rvald that th participating drivrs took a littl mor tim to complt th manuvrs whn thy had th RV. With th RV, th drivrs did not rduc th frquncy of glancing at th drivr sid and passngr sid mirrors, but th total duration of glancing at both mirrors was slightly rducd. owvr, thr is no statistically significant diffrnc in th frquncy and duration of glancing at th RV monitor basd on prvious xprinc with RV prior to th tst. Additionally, it was found that th liklihood of hitting an objct was associatd with th monitor glanc duration during th backing manuvrs rathr than th monitor glanc frquncy. In gnral, th participants showd a positiv attitud toward using an RV, and mor than 90% of rspondnts agrd that an RV can rduc th rar blind spot for larg trucks. Ovrall, this study confirmd that an RV can rduc potntial backing crashs for larg trucks by incrasing th odds of dtcting potntial hazards during backing manuvrs. REFERENCE 1. A tudy of Commrcial Motor Vhicl Elctronics-Basd Rar and id Objct Dtction ystms., U.. Dpartmnt of Transportation, Washington, D.C., Ruff, M. T. Evaluation of ystms to Monitor Blind Aras Bhind Trucks Usd in Road Construction and Maintnanc. Publication RI-9660.
9 L, Kourtllis, Lin, and su 63 NIO, U.. Dpartmnt of alth and uman rvics, Washington, D.C., Mazza, E. N., and R. W. Garrott. Exprimntal Evaluation of th Prformanc of Availabl Backovr Prvntion Tchnologis. Publication DOT , U.. Dpartmnt of Transportation, Washington, D.C., Mazza, E. N., and R. W. Garrott. Exprimntal Evaluation of th Prformanc of Availabl Backovr Prvntion Tchnologis for Mdium traight Trucks. Publication DOT , U.. Dpartmnt of Transportation, Washington, D.C., Mazza, E. N., and R. W. Garrott. Evaluation of th Prformanc of Availabl Backovr Prvntion Tchnologis for Light Vhicls. Publication , U.. Dpartmnt of Transportation, Washington, D.C., Wirwill, W. W., W. A. haudt,. K. Gupta, J. M. paulding, and R. J. anowski. Dvlopmnt of a Prformanc pcification for Camra Vido Imaging ystms on avy Vhicls: upporting Rsarch. Publication DOT , U.. Dpartmnt of Transportation, Washington, D.C., Garrott, R. W., M. A. Flick, and E. N. Mazza. ardwar Evaluation of avy Truck id and Rar Objct Dtction ystms. In ocity of Auto- motiv Enginrs Tchnical Papr ris. Papr No ocity of Automotiv Enginrs, Warrndal, PA, Jnnss, W. J., N. D. Lrnr,. Mazor, J.. Osbrg, and B. C. Tfft. Us of Advancd In-Vhicl Tchnology by Young and Oldr Early Adoptrs. Publication DOT , U.. Dpartmnt of Transportation, Washington, D.C., Mazza, E. N., F. Barickman., G... Baldwin, and T. Ranny. On-Road tudy of Drivrs Us of Rarviw Vido ystms (ORDURV). Publication DOT , U.. Dpartmnt of Transportation, Washington, D.C., Wirwill, W. W., W. A. haudt.,. K. Gupta, J. M. paulding, R. J. anowski. Dvlopmnt of a Prformanc pcification for Camra/Vido Imaging ystms on avy Vhicls: pcifications. Virginia Tch Transportation Institut, Blacksburg, Fdral Motor Vhicl afty tandards, Rarviw Mirrors: Advanc Notic of Proposd Rulmaking (ANPRM)., U.. Dpartmnt of Transportation, Washington, D.C., Th Truck and Bus afty Committ pr-rviwd this papr.
PRELIMINARY STUDY ON DISPLACEMENT-BASED DESIGN FOR SEISMIC RETROFIT OF EXISTING BUILDINGS USING TUNED MASS DAMPER
Not: this papr was not abl to b rviwd in accordanc with DEST rquirmnts. PRELIMINARY STUDY ON DISPLACEMENT-BASED DESIGN FOR SEISMIC RETROFIT OF EXISTING BUILDINGS USING TUNED MASS DAMPER Chang-Yu Chn 1
More informationDesign and simulation of the microstrip antenna for 2.4 GHz HM remote control system Deng Qun 1,a,Zhang Weiqiang 2,b,Jiang Jintao 3,c
Dsign and simulation of th microstrip antnna for 2.4 GHz HM rmot control systm Dng Qun 1,a,Zhang Wiqiang 2,b,Jiang Jintao 3,c 1,2,3 Institut of Information Enginring &Tchnical, Ningbo Univrsity,Ningbo,
More informationOffice of Emergency Services (3055P)
Offic of Emrgncy Srvics (3055P) Dpartmnt: Shriff's Offic FY 2003 and 2004 Rcommndd Budgt Offic of Emrgncy Srvics (3055P) Program Outcom Statmnt Th Shriff s Offic of Emrgncy Srvics provids sarch and rscu;
More informationEvaluation of Accuracy of U.S. DOT Rail-Highway Grade Crossing Accident Prediction Models
166 TRANSPORTATION RESEARCH RECORD 1495 Evaluation of Accuracy of U.S. DOT Rail-Highway Grad Crossing Accidnt Prdiction Modls M.I. MUTABAZI AND W.D. BERG Svral vrsions of th U.S. Dpartmnt of Transportation
More informationDifference in Characteristics of Self-Directed Learning Readiness in Students Participating in Learning Communities
Advancd Scinc and Tchnology Lttrs, pp.135-14 http://dx.doi.org/1.14257/astl.215.92.28 Diffrnc in Charactristics of Slf-Dirctd Larning Radinss in Studnts Participating in Larning Communitis Hur, Young Ju
More informationAN ANALYSIS OF TELEPHONE MESSAGES: MINIMIZING UNPRODUCTIVE REPLAY TIME
AN ANALYSIS OF TELEPHONE MESSAGES: MINIMIZING UNPRODUCTIVE REPLAY TIME Michal D. Fltwood, Danill L. Paig, Chris S. Fick, and Knnth R. Laughry, Sr. Dpartmnt of Psychology Ric Univrsity Houston, TX flt@ric.du
More informationGoing Below the Surface Level of a System This lesson plan is an overview of possible uses of the
Titl Acknowldgmnts Ovrviw Lngth Curriculum Contxt Lsson Objctiv(s) Assssmnt Systms Thinking Concpt(s) Instructional Considrations Matrials Going Blow th Surfac Lvl of a Systm This lsson plan is an ovrviw
More informationCar Taxes and CO 2 emissions in EU. Summary. Introduction. Author: Jørgen Jordal-Jørgensen, COWI
Car Taxs and CO 2 missions in EU Author: Jørgn Jordal-Jørgnsn, COWI Summary Th ful fficincy of passngr cars is oftn mphasisd as on of th most significant aras of action in trms of limiting th transport
More informationREGRESSION ASSOCIATION VS. PREDICTION
BIOSTATISTICS WORKSHOP: REGRESSION ASSOCIATION VS. PREDICTION Sub-Saharan Africa CFAR mting July 18, 2016 Durban, South Africa Rgrssion what is it good for? Explor Associations Btwn outcoms and xposurs
More informationBlind Estimation of Block Interleaver Parameters using Statistical Characteristics
Advancd Scinc and Tchnology Lttrs Vol.139 (FGC 2016), pp.51-56 http://dx.doi.org/10.14257/astl.2016.139.10 Blind Estimation of Block Intrlavr Paramtrs using Statistical Charactristics Jinwoo Jong 1, Youngkyun
More informationDISCUSSION ON THE TIMEFRAME FOR THE ACHIEVEMENT OF PE14.
SPORT NORTHERN IRELAND DISCUSSION ON THE TIMEFRAME FOR THE ACHIEVEMENT OF PE14. 1. PURPOSE OF PAPER 1.1 Th purpos of this papr is: to updat mmbrs on progrss that is bing mad in achiving Stratgy targt PE14
More informationEXPERIMENT 4 DETERMINATION OF ACCELERATION DUE TO GRAVITY AND NEWTON S SECOND LAW
EXPERIMENT 4 DETERMINATION OF ACCELERATION DUE TO GRAVITY AND NEWTON S SECOND LAW I. Introduction. Thr ar two objctivs in this laboratory xrcis. Th first objctiv, (A), is th study of th bhavior of a body
More informationNational Assessment in Sweden. A multi-dimensional (ad)venture
Challngs in Educational Masurmnt Contnt, Mthods and Consquncs Gothnburg, 12 Oct. 2016 National Assssmnt in Swdn A multi-dimnsional (ad)vntur Gudrun Erickson Univrsity of Gothnburg Dpt. of Education and
More informationEXPERIMENTAL DRYING OF TOBACCO LEAVES
6 TH INTERNATIONAL MULTIDISCIPLINARY CONFERENCE EXPERIMENTAL DRYING OF TOBACCO LEAVES Bndk Krks and Tamás Antal Collg of Nyírgyháza, Faculty of Enginring and Agricultur, H-441 Nyírgyháza, Hungary, E-mail:
More informationImplementation of a planar coil of wires as a sinusgalvanometer. Analysis of the coil magnetic field
mplmntation of a planar coil of wirs as a sinusgalvanomtr Analysis of th coil magntic fild Dimitar G Stoyanov Sofia Tchnical Univrsity, Slivn Enginring and Pdagogical Faculty, 59 Burgasko Shoss Blvd, 88
More informationMUDRA PHYSICAL SCIENCES
Physical Scincs For ET & SET Exams. Of UGC-CSIR MUDRA PHYSICAL SCIECES VOLUME-05 PART B & C MODEL QUESTIO BAK FOR THE TOPICS: 7. Exprimntal Tchniqus and Data Analysis UIT-I UIT-II 5 UIT-III 9 8. Atomic
More informationReliability of fovea palatinea in determining the posterior palatal seal
J Bagh Collg Dntistry Vol.21(1, 9 Rliability of fova Rliability of fova palatina in dtrmining th postrior palatal sal Yasmn T. AL Alousi, B.D.S, M.Sc. (1 ABSTRACT Background: Th prsnt study was carrid
More informationCombined use of calcipotriol solution (SOp.g/ ml) and Polytar liquid in scalp psoriasis.
MCS9506INT 27 April1999 Pag 11 of 189 Summary This documnt has bn dov.;nloadd from \v\vw.lo-pharma.com subjct to th trms of us stat on th wbsit. It contains data and rsults rgarding approvd and non-approvd
More informationReliability Demonstration Test Plan
Rliability Dmonstration Tst Plan STATGRAPHICS Cnturion Rv. 6/7/04 Summary... Exampl... Analysis Window... Output... 4 Calculations... 5 Distributions... 5 Summary This procdur crats tst plans to dmonstrat
More informationBrushless DC motor speed control strategy of simulation research
Brushlss DC motor spd control stratgy of simulation rsarch Xiang WEN 1,*,Zhn-qiang LI 2 1,2 Collg of Elctrical and Information Enginring, Guangxi Univrsity of Scinc and Tchnology, Liuzhou Guangxi 55006,
More informationIBM Research Report. A Method of Calculating the Cost of Reducing the Risk Exposure of Non-compliant Process Instances
RC24930 (W1001-025) January 8, 2010 Computr Scinc IBM Rsarch Rport A Mthod of Calculating th Cost of Rducing th Risk Exposur of Non-compliant Procss Instancs Yurdar N. Doganata, Francisco Curbra IBM Rsarch
More informationResearch into the effect of the treatment of the carpal tunnel syndrome with the Phystrac traction device
Rsarch into th ffct of th tratmnt of th carpal tunnl syndrom with th Phystrac traction dvic Rsarch carrid out in commission of: Fysiothrapi Cntrum Zuidwold By: Irn Kloostrman MA Octobr 2006 Forword This
More informationImproving the Surgical Ward Round.
Postr Sssion HRT1317 Innovation Awards Novmbr 2013 Brisban Improving th Surgical Ward Round. Prsntr(s):J. Lin, G. Thompson, M. Pitchr, S.Chan KEY PROBLEM -Ward Round Issus 1. Tim constraints 2. Staff changs
More informationAGE DETERMINATION FROM RADIOLOGICAL STUDY OF EPIPHYSIAL APPEARANCE AND FUSION AROUND ELBOW JOINT *Dr. S.S. Bhise, **Dr. S. D.
AGE DETERMINATION FROM RADIOLOGICAL STUDY OF EPIPHYSIAL APPEARANCE AND FUSION AROUND ELBOW JOINT *Dr. S.S. Bhis, **Dr. S. D. Nanandkar * Corrsponding author, Assistant profssor, Fornsic mdicin dpt., Grant
More informationExercise and Physical Activity Resource Center. eparc.ucsd.edu
Exrcis and Physical Activity Rsourc Cntr parc.ucsd.du EPARC: Th Cutting Edg of Exrcis Scinc Th Exrcis and Physical Activity Rsourc Cntr (EPARC) at UCSD is a joint vntur btwn th Dpartmnt of Family and Prvntiv
More informationMATH 1300: Finite Mathematics EXAM 1 15 February 2017
MATH 1300: Finit Mathmatics EXAM 1 15 Fbruary 2017 NAME:... SECTION:... INSTRUCTOR:... SCORE Corrct (A): /15 = % INSTRUCTIONS 1. DO NOT OPEN THIS EXAM UNTIL INSTRUCTED TO BY YOUR ROOM LEADER. All xam pags
More informationAbstract. Volume 5, No. 1, 2013, 1 8 UDC :
EXERCISE AND QUALITY OF LIFE Volum 5, No. 1, 213, 1 8 UDC 612.741:796 55.2 Rsarch articl EFFECT OF MAXIMUM VOLUNTARY ISOMETRIC CONTRACTION OF ANTAGONIST MUSCLES IN MAX TORQUE AND RATE OF TORQUE DEVELOPMENT
More informationComparison of lower-hybrid (LH) frequency spectra between at the high-field side (HFS) and low-field side (LFS) in Alcator C-Mod
Comparison of lowr-hybrid (LH) frquncy spctra btwn at th high-fild sid (HFS) and low-fild sid (LFS) in Alcator C-Mod S. G. Bak, R. R. Parkr, S. Shiraiwa, G. M. Wallac, P. T. Bonoli, D. Brunnr, I. Faust,
More informationIOP Conference Series: Materials Science and Engineering. Related content PAPER OPEN ACCESS
IOP Confrnc Sris: Matrials Scinc and Enginring PAPER OPEN ACCESS Comparison of Sismic Rsponss for Rinforcd Concrt Buildings with Mass and Stiffnss Irrgularitis Using Pushovr and Nonlinar Tim History Analysis
More informationTests on a Single Phase Transformer
Hong Kong nstitut of ational Education (Tsing Yi) Dpartmnt of Enginring Elctrical Enginring Principls Laboratory Sht: EEE3405/LAB03 Studnt nam: Cours / Yar: Dat: Tsts on a Singl Phas Transformr Objctivs
More informationIn recent. function. noise to. multiple different. Most. between
Vhicl Intrior Nois Evaluation Using Brain Magntic Fild Shunsuk Ishimitsu, Hiromi Nishikawa, Siji Nakagawa 2, Yoshiharu Sota 2, Takuya Hothama 2 Hiroshima City Univrsity 3-4- Ozuka-Higashi, Asa-Minami,
More informationFall 2005 Economics and Econonic Methods Prelim. (Shevchenko, Chair; Biddle, Choi, Iglesias, Martin) Econometrics: Part 4
Fall 2005 Economics and Econonic Mthods Prlim (Shvchnko, Chair; Biddl, Choi, Iglsias, Martin) Economtrics: Part 4 Dirctions: Answr all qustions. Point totals for ach qustion ar givn in parnthsis; thr ar
More informationThe Optimization Simulation of Pulsed Magnetic Field Coil Based on Ansoft Maxwell
2018 Intrnational Confrnc on Modling Simulation and Optimization (MSO 2018) ISBN: 978-1-60595-542-1 h Optimization Simulation of Pulsd Magntic Fild Coil Basd on Ansoft Maxwll Yang JU * Hai-bin ZHOU Jing-fng
More informationDesign of a Low Noise Amplifier in 0.18µm SiGe BiCMOS Technology
Dsign of a Low Nois Amplifir in 0.8µm SiG BiCMOS Tchnology Astract Wi Wang, Fng Hu, Xiaoyuan Bao, Li Chn, Mngjia Huang Chongqing Univrsity of Posts and Tlcommunications, Chongqing 400065, China A 60GHz
More informationOr-Light Efficiency and Tolerance New-generation intense and pulsed light system
Or-Light Efficincy and Tolranc Nw-gnration intns and pulsd light systm Dr Patricia BERGER INTRODUCTION Th us of pulsd and intns light systms (polychromatic, non-cohrnt and non-focussd light) is a commonly
More informationPercentage of Non-Caucasians in Clinical Trials from 2000 to By Meghanadh Yerram E Special Project
Prcntag of Non-Caucasians in Clinical Trials from 2000 to 2009 By Mghanadh Yrram E01039061 Spcial Projct Submittd to th School of Halth Scincs Eastrn Michigan Univrsity In partial fulfillmnt of th rquirmnts
More informationLocalization Performance of Real and Virtual Sound Sources
M.Sc.E.E. Jan Abildgaard Pdrsn AM3D A/S Riihimäkivj 6 DK-9200 Aalborg Dnmark M.Sc.E.E. Torbn Jørgnsn Trma A/S Hovmarkn 4 DK-8520 Lystrup Dnmark E-mail: jap@am3d.com / toj@trma.dk ABSTRACT This papr dscribs
More informationCattle Finishing Net Returns in 2017 A Bit Different from a Year Ago Michael Langemeier, Associate Director, Center for Commercial Agriculture
May 2017 Cattl Finishing Nt Rturns in 2017 A Bit Diffrnt from a Yar Ago Michal Langmir, Associat Dirctor, Cntr for Commrcial Agricultur With th xcption of May 2016, monthly fd cattl nt rturns wr ngativ
More informationA Practical System for Measuring Film Thickness. Means of Laser Interference with Laminar-Like Laser
A Practical Systm for Masuring Film Thicknss by Mans of Lasr Intrfrnc with Laminar-Lik Lasr Fng ZHU, Kazuhiko ISHIKAWA, Toru IBE, Katsuhiko ASADA,' and Masahiro UEDA4 Dpartmnt of Information Scinc, Faculty
More informationMachine Learning Approach to Identifying the Dataset Threshold for the Performance Estimators in Supervised Learning
Machin Larning Approach to Idntifying th Datast Thrshold for th Prformanc Estimators in Suprvisd Larning Zanifa Omary, Frdrick Mtnzi Dublin Institut of Tchnology, Irland zanifa.omary@studnt.dit.i, frdrick.mtnzi@dit.i
More informationThe Leonid 2000 Meteor Shower. Information for spacecraft operators
Sptmbr 14, 2000 Th Lonid 2000 Mtor Showr Information for spaccraft oprators 1. Scop Th objctiv of this not is to provid background information about th xpctd Lonid mtor showr around 17/18 Novmbr 2000 and
More informationTWO REFERENCE japollo LUNAR PARKING - ORBITS / T. P. TIMER. (NASA CR OR rmx OR AD NUMBER) OCTOBER 1965 GODDARD SPACE FLIGHT CENTER
x-543-55-399 * 1 TWO REFERENCE japollo LUNAR PARKING - ORBITS / I - -. -! BY T. P. TIMER,< CFSTI PRICE(S) $ c 4 (PAGES1 (NASA CR OR rmx OR AD NUMBER) 277 I (CATEGORY) ff 653 July 65 OCTOBER 1965,r ; I
More informationPHA Exam 1. Spring 2013
PHA 5128 Exam 1 Spring 2013 1 Antibiotics (5 points) 2 Body Wight/Pdiatrics (5 points) 3 Rnal Disas (10 points) 4 Aminoglycosids (5 points) 5 Amikacin (10 points) 6 Gntamicin (10 points) 7 Aminoglycosids
More informationChapter 12 Student Lecture Notes 12-1
Chaptr 1 Studnt Lctur Nots 1-1 Businss Statistics: A Dcision-Making Approach 6 th Edition Chaptr 1 Goodnss-of-Fit Tsts and Contingncy Analysis 005 Prntic-Hall, Inc. Chap 1-1 Chaptr Goals Aftr complting
More informationTime Variation of Expected Returns on REITs: Implications for Market. Integration and the Financial Crisis
Tim Variation of Expctd Rturns on REITs: Implications for Markt Intgration and th Financial Crisis Author Yuming Li Abstract This articl uss a conditional covarianc-basd thr-factor pricing modl and a REIT
More informationEvaluating the Impact of Interventions on Network Capacity
Evaluating th Impact of Intrvntions on Ntwork Capacity by Sujith Rddy Rapolu Bachlor of Tchnology in Civil Enginring Indian Institut of Tchnology, Roork, India (2008) Submittd to th Dpartmnt of Civil and
More informationVolume 3, No.2, March - April 2014 International Journal of Advanced Trends in Computer Science and Engineering
Volum 3, 2, March - April 2014 Intrnaal Journal of Advancd Trnds in Computr Scinc and Enginring Suad Abdullah Al Harthy t al., Intrnaal Journal of Advancd Trnds in Computr Scinc and Enginring, 3(2), March
More informationA Robust R-peak Detection Algorithm using Wavelet Packets
Intrnational Journal of Computr Applications (975 8887) A Robust R-pak Dtction Algorithm using Wavlt Packts Omkar Singh School of Elctronics and Communication Enginring Lovly Profssional Univrsity Punjab-INDIA
More informationON-LINE MONITORING AND FAULT DETECTION
ON-LINE MONITORING AND FAULT DETECTION OF CONTROL SYSTEM PERFORMANCE John E. Sm Johnson Controls, Inc. Milwauk, WI 53211-0423 USA John M. Hous National Institut of Standards and Tchnology Gaithrsburg,
More informationOptimize Neural Network Controller Design Using Genetic Algorithm
Procdings of th 7th World Congrss on Intllignt Control and Automation Jun 25-27, 28, Chongqing, China Optimiz Nural Ntwork Controllr Dsign Using Gntic Algorithm Aril Kopl, Xiao-Hua Yu Dpartmnt of Elctrical
More informationForm. Tick the boxes below to indicate your change(s) of circumstance and complete the relevant sections of this form
tification of chang of circumstancs for EU studnts on full-tim courss - Acadmic Yar 2013/14 Form EUCO1 This form is also availabl at www.gov.uk/studntfinanc First nam(s) Surnam/family nam Important information
More informationAtomic and Nuclear Physics
tomic and Nuclar Physics ntroductory Exprimnts Spcific Elctron Charg LEYBOLD Physics Laflts Dtrmination of th Spcific Charg of th Elctron Objcts of th Exprimnt Study of th dflction of lctrons in a magntic
More informationSan Raffaele Hospital and Emo Centro Cuore Columbus Milan- Italy
Stnt-basd Stabilization of Rupturd Carotid Plaqus: Clinical Lssons and Biomarkrs Pattrns from th SUBMARINE Study, and Rlvanc to th Coronary Condition Giuspp Sangiorgi, FESC, FSCAI San Raffal Hospital and
More informationProbability, Genetics, and Games
" Probability, Gntics, and Gams Hav you vr hard of gns? (W don t man th kind you war!) What color ar your ys? Can you curl your tongu? Your birth parnts gav you a uniqu st of gns that dtrmin such things.
More informationYOUR VIEWS ABOUT YOUR HIGH BLOOD PRESSURE
YOUR VIEWS ABOUT YOUR HIGH BLOOD PRESSURE W ar intrstd in your viws about your high blood prssur. Ths ar statmnts othr popl hav mad about thir high blood prssur. Plas show how much you or dis with ach
More informationHybrid Control Strategy of Vehicle Semi-active Suspension Based on the Genetic Algorithm Optimization
Hybrid Control Stratgy of Vhicl Smi-activ Suspnsion Basd on th Gntic Algorithm Optimization Quanmin Guo 1, 2 1 School of Mchanical and Prcision Instrumnt Enginring, Xi an Univrsity of chnology, Xi an 710048,
More informationCARAT An Operational Approach to Risk Assessment Definitions, Processes, and Studies
CARAT An Oprational Approach to Risk Assssmnt Dfinitions, Procsss, and Studis K.G. Phillips NOVA Chmicals Corporation, PO Box 5006, Rd Dr, Albrta, T4N 6A1. Introduction Risk Assssmnt
More informationEffective Subgrade Coefficients for Seismic Performance Assessment of Pile Foundations
Effctiv Subgrad Cofficints for Sismic Prformanc Assssmnt of Pil Foundations W.L. Tan, S.T. Song & W.S. Hung National Chung-Hsing Unuvrsity, Taiwan,.O.C. SUMMAY: ( Th soil subgrad cofficints availabl in
More informationHybrid force-position control for manipulators with 4 degrees of freedom
Hybrid forc-position control for manipulators with 4 dgrs of frdom Alxandru GAL Institut of Solid Mchanics of th Romanian Acadmy C-tin Mill 5, Bucharst, Romania galxandru@yahoo.com Abstract: his papr taks
More informationEmerging Subsea Networks
MODELLING OF NONLINEAR FIBER EFFECTS IN SYSTEMS USING CODIRECTIONAL RAMAN AMPLIFICATION Nlson Costa (Coriant Portugal), Lutz Rapp (Coriant R&D GmbH) Email: nlson.costa@coriant.com Coriant Portugal, R.
More informationBridge Maintenance Survey for Indiana Counties
Purdu Univrsity Purdu -Pubs Indiana Local Tchnical Assistanc Program (LTAP) Publications Indiana Local Tchnical Assistanc Program (LTAP) 1-2008 Bridg Maintnanc Survy for Indiana Countis Indiana LTAP Follow
More informationAlternate Mount and Location for a Trolling Motor. Print in Landscape Mode with ¼ inch borders.
SIDE MOTOR MOUNT Drawn 09-15-2013 Altrnat Mount and Location for a Trolling Motor Rv. 09-21-2013 Print in Landscap Mod with ¼ inch bordrs. Th primary purpos of locating th trolling motor nxt to th oprator
More informationAlternate Mount and Location for a Trolling Motor. Print in Landscape Mode with ¼ inch borders.
SIDE MOTOR MOUNT Altrnat Mount and Location for a Trolling Motor Drawn 09-15-2013 Rv. 07-11-2016 Print in Landscap Mod with ¼ inch bordrs. Th primary purpos of locating th trolling motor nxt to th oprator
More informationPresentation to the Senate Committee on Health & Human Services June 16, The University of Texas Health Science Center at Houston (UTHealth)
Prsntation to th Snat Committ on Halth & Human Srvics Jun 16, 2016 Th Univrsity of Txas Halth Scinc Cntr at Houston (UTHalth) Stphn Glazir, MBA, FACHE Chif Oprating Officr, UTHalth HCPC 1 Th UTHalth Harris
More informationInput Techniques for Neural Networks in Stock Market Prediction Ensembles
Procdings of Studnt-Faculty Rsarch Day, CSIS, Pac Univrsity, May 7 th, 2010 Input Tchniqus for Nural Ntworks in Stock Markt Prdiction Ensmbls Robb Zuckr, Shilp Gajjar, Victoria Rodriguz, Mohamd Trmoul,
More informationEXECUTIVE SUMMARY 1. CLEAN. - meets recreational water quality guideline 2. GREEN
EXECUTIVE SUMMARY Mting Public Accssibility and Rcrational Nds in Urban Watrfront Opn Spac Systms: A Comparati.v Analysis of Missi.ssauga and Etobicok l
More informationCatriona Crossan Health Economics Research Group (HERG), Brunel University
MAPGuid: Modlling of clinical pathways to assss cost-ffctivnss in NICE guidlins: impact on stakholdr viws of th importanc of potntial updat topics Catriona Crossan Halth Economics Rsarch Group (HERG),
More informationAfrican Journal of Education and Practice ISSN (Online) Vol.2, Issue 2 No.1, pp 1-15, 2017
EFFECT OF PRACTICAL SPSS TRAINING ON STUDENTS RESEARCH COMPETENCE; A SURVEY OF JOMO KENYATTA UNIVERSITY OF AGRICULTURE AND TECHNOLOGY MOMBASA CAMPUS POSTGRADUATE STUDENTS John Githii Kimani and Dr. Fridah
More informationShort Summary on Materials Testing and Analysis
Short Summary on Matrials Tsting and Analysis Parts that wr analyzd Stl parts Worm with garing Bowl Spindl Hat tratabl stl C45 Hat tratabl stl C45 Polymr parts Sal Rings Rctangular Rings O-Rings Polyamid
More informationCompany registration number: ROI FRS 105 Demo Client UNAUDITED FINANCIAL STATEMENTS for the year ended 31 December 2017
Company rgistration numbr: 999955 UNAUDITED FINANCIAL STATEMENTS for th yar ndd 31 Dcmbr 2017 Profit and Loss Account Not Turnovr 422,560 383,200 Othr incom 1,000-423,560 383,200 Cost of raw matrials and
More informationHuge Scale Tests of All-Steel Multi-curve Buckling Restrained Braces
Hug Scal Tsts of All-Stl Multi-curv Buckling Rstraind Bracs C. S. Tsai Dpartmnt of Civil Enginring, Fng Chia Univrsity, Taichung, Taiwan H. C. Su Dpartmnt of Watr Rsourcs Enginring and Consrvation, Fng
More informationDevelopment of a noise reduction system with piezoelectric material to transmitted noise (Structure for improvement of the noise reduction effect)
Dvlopmnt of a nois rduction systm with pizolctric matrial to transmittd nois (Structur for improvmnt of th nois rduction ffct) Katsuya YAMAMOTO 1 ; Akiyoshi ISHIMORI ; Hiroyuki SATO 3 ; Minyuki ASAHINA
More informationPHA Case Study III (Answers)
PHA 5128 as Study III (Answrs) 1. TL is a 25 yar old mal who was admittd for a soft tissu infction in his abdomn. H is 5'10", 175 Ibs, WB 19, and BUN/Sr 12/1.1. Wound culturs ar positiv for Klbsilla pnumonia.
More informationAn Empirical Analysis of Software Productivity
An Empirical Analysis of Softwar Productivity Martin Shpprd, Carolyn Mair, Pkka Forslius Abstract Th aim of our rsarch is to discovr what factors impact softwar projct productivity (masurd as function
More informationMeasuring Cache and TLB Performance and Their Effect on Benchmark Run Times
Masuring Cach and TLB Prformanc and Thir Effct on Bnchmark Run Tims Rafal H. Saavdra Alan Jay Smith ABSTRACT In prvious rsarch, w hav dvlopd and prsntd a modl for masuring machins and analyzing programs,
More informationSensitivity Analysis of the JPALS Shipboard Relative GPS Measurement Quality Monitor
Snsitivity Analysis of th JPALS Shipboard Rlativ GPS Masurmnt Quality Monitor Michal Konig, Dmoz Gbr-Egziabhr, Sam Pulln, Ung-Souk Kim, and Pr Eng Stanford Univrsity Boris S. Prvan and Fang Chng Chan Dpartmnt
More informationCompany registration number: ROI FRS 105 Demo Client UNAUDITED FINANCIAL STATEMENTS for the year ended 31 January 2018
Company rgistration numbr: 999955 UNAUDITED FINANCIAL STATEMENTS for th yar ndd 31 January 2018 Unauditd Financial Statmnts CONTENTS PAGE Dirctors and Othr Information 1 Dirctor s Rport 2 Accountant s
More informationMathematical Simulation on Self-tuning Fuzzy Controller for Small Cylindrical Object Navigating near Free-surface
Availabl onlin at www.scincdirct.com Procdia Enginring () 9 96 SREE Confrnc on Enginring Modlling and Simulation (CEMS ) Mathmatical Simulation on Slf-tuning Fuzzy Controllr for Small Cylindrical Objct
More informationStudy on Clutch Control Technology and Shift Control Strategy for Automated Mechanical Transmission with Magnetic Powder Clutch
tudy on Clutch Control Tchnology and hift Control tratgy for Automatd chanical Transmission with agntic Powdr Clutch XU HANZHEN, WANG CHENG Faculty of Transportation Enginring Huaiyin Institut of Tchnology
More informatione/m apparatus (two similar, but non-identical ones, from different manufacturers; we call them A and B ) meter stick black cloth
Stony Brook Physics Laboratory Manuals Lab 6 - / of th lctron Th purpos of this laboratory is th asurnt of th charg ovr ass ratio / for th lctron and to study qualitativly th otion of chargd particls in
More informationVIRTUALLY PAINLESS DROSOPHILA GENETICS STANDARDS A, B, C B, C C, C
VIRTUALLY PAINLESS DROSOPHILA GENETICS STANDARDS 3.1.1A, 3.1.1B, 3.1.1C 3..1B, 3..1C 3.3.10C, 3.3.1C Wstminstr Collg INTRODUCTION Drosophila mlanogastr, th fruit fly, is an xcllnt organism for gntics studis
More informationPublished in Public Opinion Quarterly, 39, 1975, Monetary Incentives in Mail Surveys
Publishd in Public Opinion Quartrly, 39, 1975, 111-116. Montary Incntivs in Mail Survys J. Scott Armstrong Th Wharton School, Univrsity of Pnnsylvania Abstract Eightn mpirical studis from fourtn diffrnt
More informationHow Asset Maintenance Strategy Selection Affects Defect Elimination, Failure Prevention and Equipment Reliability
Availability P +61 (0) 402 731 563 F +61 (8) 9457 8642 E info@liftim-rliability.com How Asst aintnanc Stratgy Slction Affcts Dfct Elimination, Failur Prvntion and Equipmnt Rliability ABSTRACT: Th 20 th
More informationwww. ElectricalPartManuals. com INSTRUCTIONS TEMPERATURE INDICATOR OPERATION INSTALLATION RECEIVING
+ DC SOURCE --=-TN:oo RE S I STANCE--- COl L I.L. 46-717-SA RECEIVING INSTALLATION OPERATION INSTRUCTIONS TEMPERATURE INDICATOR Hottst Spot Rsistanc Bridg Typ Wall Mountd Switchboard Indicating CURRENT
More informationRULES REDUCTION AND OPTIMIZATION OF FUZZY LOGIC MEMBERSHIP FUNCTIONS FOR INDUCTION MOTOR SPEED CONTROLLER
RULES REDUCTION AND OPTIMIZATION OF FUZZY LOGIC MEMBERSHIP FUNCTIONS FOR INDUCTION MOTOR SPEED CONTROLLER 1 ZULHISYAM SALLEH, 2 MARIZAN SULAIMAN, 3 FIZATUL AINI PATAKOR, 4 ROSLI OMAR 1 Snior Lcturr. Dpt.
More informationLabyrinth Seal Design Optimization Based on Quadratic Regression Orthogonal Experiment
Enrgy and Powr Enginring, 2017, 9, 204-215 http://www.scirp.org/ournal/p ISSN Onlin: 1947-3818 ISSN Print: 1949-243X Labyrinth Sal Dsign Optimization Basd on Quadratic Rgrssion Orthogonal Exprimnt Lihua
More informationTowards User-Adaptive Information Visualization
Towards Usr-Adaptiv Information Visualization Cristina Conati, Giuspp Carnini, Drck Tokr, Sbastian Lall Univrsity of British Columbia, Vancouvr, Canada. {conati, carnini, tokr, lall}@cs.ubc.ca Abstract
More informationDevelopment of Free-standing Rack Seismic Evaluation Method
103 Dvopmnt of Fr-standing Rack Sismic Evauation Mthod AKIHISA IWASAKI *1 YOSHITSUGU NEKOMOTO *2 HIDEYUKI MORITA *3 JUNICHI KISHIMOTO *4 KATSUHIKO TANIGUCHI *5 YU TAKAKI *5 Th spnt fu takn out of a ractor
More informationCUSTOMIZED INSTRUCTIONAL PEDAGOGY IN LEARNING PROGRAMMING PROPOSED MODEL
CUSTOIZED INSTRUCTIONAL PEDAGOGY IN LEARNING PROGRAING PROPOSED ODEL 1 UHAED YOUSOOF, OHD SAPIYAN 1 Dhofar Univrsity, Dpartmnt of IS, Salalah, OAN GUST, Dpartmnt of Computr Scinc, Kuwait, KUWAIT E-mail:
More informationAN INVESTIGATION INTO THE EXTENT OF NON-COMPLIANCE WITH THE NATIONAL MINIMUM WAGE 1
AN INVESTIGATION INTO THE EXTENT OF NON-COMPLIANCE WITH THE NATIONAL 1 Stphanus l Roux a, Paolo Lucchino b and David Wilkinson b a) Dpartmnt for Work and Pnsions 2 b) National Institut of Economic and
More informationMeasuring Worst-Case Errors in a Robot Workcell
SANDA REPORT SAND97-234 UC-76 Unlimitd Rlas Printd Octobr 1997 Masuring Worst-Cas Errors in a Robot Workcll Ronald W Simon, Randy C Brost, Dpsh K Kholwadwala ssud by Sandia National Laboratoris, opratd
More informationA Geographical Location Based Satellite Selection Scheme for a Novel Constellation Composed of Quasi-Geostationary Satellites
A Gographical Location Basd Satllit Slction Schm for a Novl Constllation Composd of Quasi-Gostationary Satllits Email: Tarik Talb, Umith Dharmaratna, Ni Kato, and Yoshiaki Nmoto Graduat School of Information
More informationAPPLYING THE MIXED RASCH MODEL TO THE FRACTION CONCEPT OF PUPILS
Intrnational Journal of Innovativ Managmnt, Information & Production ISME Intrnationalc200 ISSN 285-5439 Volum, Numbr, Dcmbr 200 PP. 90-96 APPLYING THE MIXED RASCH MODEL TO THE FRACTION CONCEPT OF PUPILS
More informationThermal Stress Prediction within the Contact Surface during Creep Feed Deep Surface Grinding
5 th Intrnational & 26 th All India Manufacturing Tchnology, Dsign and Rsarch Confrnc (AIMTDR 204) Dcmbr 2 th 4 th, 204, IIT Guwahati, Assam, India Thrmal Strss Prdiction within th Contact Surfac during
More informationPolicy Coherence for Development In Fisheries and Aquaculture
Policy Cohrnc for Dvlopm In Fishris and Aquacultur 10-11 April 2014 Dr Christoph Béné Institut of Dvlopm Studis, UK commissiond by UK-DFID Clustr Quality Evaluation Siz Consistnc y Gap Fish and nutritional
More informationTechnology offer. Safe and effective Salmonella vaccines for poultry
Tchnology offr Saf and ffctiv Salmonlla vaccins for poultry Attnuatd vaccins basd on Salmonlla dltion mutant strains (with dfctiv multi drug rsistanc (MDR) fflux pump systms) Targt markt and valu Th two
More informationIs it possible to perceive the shape of an object without exploring it?
Is it possibl to prciv th shap of an objct without xploring it? Alssandro Formaglio Dpartmnt of Information Enginring, Univrsity of Sina, Italy Gabril Baud-Bovy Faculty of Psychology, UHSR Univrsity, Milan,
More informationWhy are Virgin Adolescents Worried about Contracting HIV/AIDS? Evidence from Four Sub-Saharan African Countries
ORIGINAL RESEARCH ARTICLE Why ar Virgin Adolscnts Worrid about Contracting HIV/AIDS? Evidnc from Four Sub-Saharan African Countris Guilla Gorgs* 1, Bignami Simona and LGrand K. Thomas 1 Institut Supériur
More informationVIBRATION MONITORING FOR FAULT DIAGNOSIS OF HELICOPTER PLANETRY GEARS. Biqing Wu, Abhinav Saxena, Romano Patrick, and George Vachtsevanos
VIBRAIO OIORIG FOR FAUL DIAGOSIS OF HELICOPER PLAERY GEARS Biqing Wu, Abhinav Saxna, Romano Patrick, and Gorg Vachtsvanos School of Elctrical & Computr Enginring Gorgia Institut of chnology Atlanta, Gorgia
More informationExperimental study on the effective width of flat slab structures under dynamic seismic loading
Exprimntal study on th ffctiv width of flat slab structurs undr dynamic sismic loading Amado Bnavnt-Climnt, Digo Zamora-Sánchz, José Francisco Gil-Villavrd ABSTRACT This papr invstigats th ffctiv width
More information