RICSAC-97 A Reevaluation of the Reference Set of Full Scale Crash Tests

Size: px
Start display at page:

Download "RICSAC-97 A Reevaluation of the Reference Set of Full Scale Crash Tests"

Transcription

1 RICSAC-97 A Reevaluain f he Reference Se f Full Scale Crash Tess Brian G. McHenry and Raymnd R. McHenry McHenry Cnsulans, Inc. Cary, NC ABSTRACT Research perfrmed in he 1970's revealed significan limiains in he available dcumenain f vehicle crush infrmain and rajecry spinu infrmain. As a resul a series f full-scale crash ess were perfrmed which became knwn as he Research Inpu fr Cmpuer Simulain f Aumbile Cllisins (RICSAC) crash ess. Previus research using he RICSAC es resuls, paricularly in relain he validain f acciden recnsrucin cmpuer prgrams, has varied widely in accepance, inerpreain and presenain f he RICSAC es resuls. This paper presens a deailed review and deciphermen in useable frm f he riginal 12 crash ess ha were perfrmed wihin he RICSAC prgram. A new mehd f analyzing accelermeer daa frm arbirary sensr psiins, n he basis f discree measures f he vehicle respnses raher han cmplee ime-hisries, is defined. A discussin f previus research which included reference he RICSAC es resuls as a measure f he validiy f recnsrucin cmpuer prgrams is included. INTRODUCTION Research perfrmed in he 1970's lcae, review, decipher and place in useable frm available experimenal daa n he srucural crush prperies f aumbiles, and n he spinu rajecries prduced by measured cllisin cndiins [1] 1 revealed significan limiains in he available dcumenain f vehicle crush infrmain and rajecry spinu infrmain. As a resul, an iniial es marix f 12 full-scale crash ess was perfrmed in 1978 which became knwn as he Research Inpu fr Cmpuer Simulain f Aumbile Cllisins (RICSAC) crash ess [2]. Fr each f he RICSAC ess, a minimum f 13 accelermeers were muned n-bard each vehicle recrd accelerain cmpnens a six seven sains. A hree lcains riaxial (XYZ) packages were insalled ("hard 1 numbers in brackes [] indicae references a end f paper muned") prvide cverage beween he frn and rear f he vehicle. The frn seer angles were measured n each vehicle by a linear srke penimeer aached he vehicle seering linkage. The ime hisry f he change in vehicle yaw, pich and rll angles and yaw rae were recrded by wdegree-f-freedm, free gyrscpes and a rae gyr. Fr vehicle rajecry measuremen, high-speed min picure cameras were lcaed verhead wih suppring cameras a eye level heigh. Als, vehicle rajecry marker sysems were designed and fabricaed by Calspan spray high pressure clred waer rails (using very small amuns f liquid avid any effecs f he waer n he radway cefficien) frm several lcains n each f he vehicles. Pls f he full-scale es accelerain ime-hisries were generaed by a cmpuer prgram which als inegraed he accelerain ime hisries (using a cmbinain f Simpsn's and Newn's 3/8 mehds) in rder bain velciy ime hisry alng each f he vehicle's hree axes. Fr ms f he repred resuls, he V values repred fr he vehicle CG were based n daa clleced by a Firewall muned riaxial (XYZ) accelermeer. The ime f apprximae separain repred in [3] was based n bservain f he ime hisries f he accelerain. The ime f separain was defined as "he pin a which bh f he invlved vehicles' accelerains reapprached 0 g's". The auhrs f [3] ned ha "he separain pin was n always bvius in cllisins in which he w vehicles spun u geher". The cmpnens f he vehicle's change in velciy ( V) were cmpued in [3] "by subracing he iniial velciy a impac frm he velciy a he ime f separain". The prcedure was dne fr he X and Y velciy cmpnens separaely. The auhrs f [3] acknwledged ha he "value fr he separain velciy was cnaminaed by he effecs f rain f he vehicles beween impac and separain". The prblem was aribued he ps-prcessing inegrain sfware used fr he ess which was primarily se up inegrae accelerain daa fr frnal cllisins wih barriers and herefre did n accun fr he rain f he vehicle (he daa reducin sfware assumed a cnsan direcin

2 csine marix). Errrs which may ccur in daa clleced frm an accelermeer n a he cener f graviy include he effecs f rain which are dependen n he magniude f he ffse f he accelermeer frm he CG and he magniudes f he vehicle's angular velciy and accelerain. Table 1 cnains bes esimaes f he acual accelermeer lcains fr he 12 RICSAC ess based n values repred by Jnes [3]. Sme f he lcains have been crreced n he basis f a deailed review f he RICSAC es reprs [2]. Table 2 cnains a lis f facrs as repred in [3] which influenced he magniude f effecs f rain n he RICSAC accelermeer daa. Ne ha any differences in he accelermeer lcains as lised in Tables 1 and 2 are due he refinemen in Table 1 f sme ambiguus dimensins repred in [2] and/r [3]. Table 1 Firewall and Rear Deck Accelermeer Lcains fr RICSAC Tess (Ne:Tes 4(S&N 6), Veh 2 Frn Deck) Table 2 Frm Jnes [3] Table 1-3 "Facrs Influencing Magniude f Effecs f Rain" n Accelermeer daa. (Ne: Cnac Durain frm Table 1-1 f [3]) BACKGROUND

3 In 1980, Smih and Nga [4] creaed a summary f daa assciaed wih 16 full-scale crash ess (hree mre ess were perfrmed as a par f RICSAC and repred in [5] and he her was frm [6]). The auhrs "aemped achieve crrecins accelerain and velciy daa by apprximaing vehicle rainal velciy and rain f he reference frame frm i's rienain a impac, by making reference muliple accelermeer upus a differen lcains n he vehicles and by analysis f high speed phgraphy." They als included an adjusmen prcedure fr he V's insure ha he mmenum changes assciaed wih he cllisin parners were equal and ppsie (including cnsiderain f ire frces). The adjusmens were apprximains accun fr he effecs f exernal ire-frces. They fund ha "cases number 10, 12 and 15 are believed be in errr" due pr accelermeer daa fr ne f he w invlved vehicles. The deerminain f he separain velciy was n refined r presened. In 1983, Brach [7] presened a able f refinemens he repred RICSAC separain velciies n he basis ha: "Accelermeers used recrd daa n each vehicle were n lcaed a he vehicle's cener f graviy. Cnsequenly, he final velciy daa had be crreced by he angular velciy a separain and he disance f he accelermeer frm he mass cener." The repr des n include he specific equains and he values fr disances f he accelermeers frm he CG and her variables used in he adjusmen prcess (The values frm Jnes repred in Table 2 were he values prbably used). In 1985, Wley, as a par f an aack n he CRASH3 analyical prcedures [8] and as par f a presenain and esing f he "IMPAC" cmpuer prgram [9], included a review and analysis f he RICSAC es resuls as repred by Smih and Nga [4]. In addiin agreeing wih Smih & Nga ha here were prblems wih ess 10, 12 and 15, ess 4 and 6 were idenified as having eiher "a yping errr r repring errr." A "Daa Inegriy Ranking" was calculaed fr he ess based n Newn's 3 rd Law fr equal and ppsie frces and he law f cnservain f linear mmenum. The ess uilized he ps-impac velciies (he separain velciies) which were he values as repred by Jnes [3]. The esing prcedures f [8] and [9] cied many insances where he "Daa Inegriy Ranking" calculains revealed cases wih errneus mmenum gains and/r insances where he frces acing n he cllisin parners where n equal and ppsie. Als included in he repred resuls f [4] was a "velciy change" angle. The "velciy change" angle was calculaed by finding he angle wih angen f he v (Y cmpnen) velciy change divided by he u (X cmpnen) velciy change. In [8], he "velciy change" angle repred in [4] was referred as he Principal Direcin f Frce (PDOF). IN 1989, as a par f a presenain f a cmparisn f EDCRASH prgram resuls wih he RICSAC es resuls Day [10] cncludes ha N general bservains culd be made using he RICSAC daa analyzing he accuracy f he {cmpued} V by any prgram because f measuremen errrs in he RICSAC es daa. The repr als saes ha "Previus prgram evaluains which used he RICSAC daa as a means f validain fr V shuld be viewed as suspec." Als in 1989, Cheng and Guenher [11] discussed he lcalized variains in speed-change ( V) due rainal effecs as applied he speed-change experienced by he vehicle ccupans. The paper included a discussin f he general differences in measuremens prduced by he varius accelermeer lcains in he RICSAC ess. IN 1990, Day [12] as a par f a presenain f a cmparisn f he EDSMAC prgram resuls wih he RICSAC es resuls included a Table f V resuls fr RICSAC which were bained frm [1-3] and "frm persnal crrespndence frm Dr. Russell A. Smih.". Sme f he repred values are differen frm Smih and Nga [4] and may reflec refinemens by Smih and Nga repred in [13]. The repr cnclusins include he bservain: "The measured Vs were n f accepable accuracy fr use in a validain sudy because he min ransducers were placed a he vehicle's firewall, raher han he CG. This prblem migh be imprved r eliminaed by re-analyzing he riginal daa wih sfware which included a ransfrmain marix." In 1996, as par f a validain effr f he PC-CRASH cmpuer prgram, Cliff [14] used he RICSAC es resuls fr he ps-impac separain speeds as repred by Brach [7] fr cmparisn "validain" purpses. They ned ha "here appeared be sme errr in a few f he repred ps-impac speeds in [he Brach] paper when cmpared he repred pre-impac speeds and vehicle weighs." Als in 1996, Bundrf [15] presened echniques fr analysis f he CG V frm accelermeer daa a lcains her han he CG. He bserved ha "he penial fr errr is always presen if yaw velciy is high and accelermeers are disan frm he cener f graviy." As an example, he presened a deailed analysis f RICSAC Tes n. 9 (S&N Case 11). RESEARCH APPROACH The RICSAC ess [1-3] cnain he ms cmprehensive cllecin f full-scale es resuls available dae. The es reprs include bjecive infrmain n he impac speeds, vehicle weighs, dimensins, weigh disribuins, spinu rajecry and psiins f res. Sme inerpreain f he repred resuls is required, fr example, bain speed-change ( V) and separain velciies frm he accelermeer daa. Als, sme evaluains are required fr he apprximae exen f wheel drag and seer angles. The primary purpse f he research assciaed wih his paper has been develp and apply echniques fr inerpreain f he crash phase f RICSAC and her full-scale ess. Of paricular ineres are he crrec values fr he impac speedchanges and separain velciies effecive a he ceners f graviy, which can be used as an bsacle curse evaluae and/r "validae" acciden recnsrucin echniques.

4 During full-scale esing, a hard-muned accelermeer a he CG will recrd he crrec accelerain including he effecs f rain. The ime inegral f he accelermeer daa fr he X and Y direcins will prduce he crrec vehicle-fixed X and Y cmpnens f speed-changes. Hwever, in he RICSAC ess and in many her full-scale ess, he V calculains are cmplicaed by accelermeer daa fr lcains her han he vehicle cener f graviy. The firs ask f inerpreain was develp generalized analyical echniques ransfrm he speed-change infrmain frm arbirary accelermeer lcains he cener f graviy. A secndary ask was use he calculaed CG speed-change infrmain calculae he vehicle separain velciies. T crrecly use he CG speed-change infrmain calculae he separain velciies, prvisins mus be included fr he changes in he vehicle rienain. The echnique used by Jnes [3] fr calculain f he separain speeds fr he RICSAC ess is in errr, primarily due he direc subracin f he speed-change deermined by inegrain f accelermeer daa frm he iniial impac speed. The u and v speed-changes cmpued by inegrain f he accelermeer X and Y daa cann be direcly subraced frm he iniial vehicle velciies excep fr he case where n rain ccurs. A secndary surce f errr in he calculain f separain velciies repred in [3] is he assumpin ha he accelerain and velciy daa frm he firewall lcain are equivalen hse a he vehicle cener f graviy. CG-TRANSFORM T prvide a simple apprximain f he RICSAC V and separain velciies a he vehicle ceners f graviy, an analyical prcedure was develped fr ransfrmain f accelermeer daa frm accelermeers n lcaed a he vehicle cener f graviy n he basis f discree measures f he respnses raher han cmplee ime-hisries. Bundrf [15] presened a prcedure fr deerminain f he speed-change ( V) a he vehicle cener f graviy (CG) using accelermeer ime hisries frm accelermeers n lcaed a he vehicle CG cmbined wih rae gyr daa. The echnique requires eiher he availabiliy f he FM daa recrder apes r a manual digiizain f he accelermeer and yaw velciy races deermine he inegral f yaw velciy squared and, hereby, he speed-change ( V). A drawback f he prcedure is ha i can be ime cnsuming fr he case where here are n FM daa apes and/r prcessing sfware available. Als, pssible surces f errrs can ccur frm inegraing and synchrnizing randmly sampled daa (he accelerains were recrded wih riaxial accelermeers, he angles and yaw raes were recrded wih a pair f wdegree-f-freedm, free gyrscpes and a rae gyr). The CG-Transfrm analyical prcedure has inpu requiremens lised in Table 3 (fr a deailed definiin f CG- Transfrm please see Appendix 1). Table 3 Infrmain required fr CG-Transfrm analyical prcedure 1. Accelermeer Lcain n vehicle, X, Y. 2. Impac speed and heading angle. 3. Inegraed speed-change frm accelermeer daa. 4. Durain f crash pulse. 5. Separain angular (yaw) velciy and angle. T permi iniial esing and refinemen f he CG-Transfrm, he SMAC cmpuer prgram was uilized creae a se f mahemaically crrec "es case" recnsrucins. Exensins he SMAC prgram develped fr he presen research include a prvisin mnir he accelerain fr any arbirary psiin n he vehicle (e.g., Figure 1, Figure 2). CG-Transfrm was hen used ransfrm he daa frm an arbirary accelermeer lcain back he CG. Since he CG daa is a direc upu f he SMAC prgram he prcedure prvided a deailed check f CG-Transfrm. The SMAC recnsrucins used fr his purpse were generalized recnsrucins f he RICSAC es runs. The SMAC runs were based n preliminary refinemens f he riginal RICSAC SMAC recnsrucins presened by Jnes [3] and mre recenly Day [16] in validain sudies f he SMAC and EDSMAC cmpuer prgrams. The refinemens f sme f he inpus were required due he quesinable naure f sme f he SMAC inpus used in he "validain" recnsrucins (e.g., sme rque and seer values were arbirarily varied). A mre deailed discussin f he rainale fr he changes he SMAC inpus and suggesins fr refinemen f he inpus are be presened as par f a separae research prjec [17].

5 Figure 1 SMAC resulan accelerain ime hisry a CG, Rear Deck and Firewall fr RICSAC es N. 8, Vehicle N. 2 Figure 2 SMAC resulan accelerain ime-hisry a CG, Firewall and RearDeck fr RICSAC es N. 6, Vehicle N. 2

6 Fr each f he refined RICSAC SMAC runs, he accelerain was mnired fr he Firewall (Cwl) and RearDeck lcains as specified in he RICSAC reprs. The insallain lcains fr he Firewall and RearDeck accelermeers are included in Table 1. The accelerain a any given lcain, X 1,Y 1, can be expressed fr a given ime,, as: a = u& v* ψ & (1) xx a = v& + u* ψ & (2) yy v r = resulan speed change vx = speed change in he vehicle x direcin v y = speed change in he vehicle y direcin v y V angle = aan2 1 (8) v x Where: 2 a = u& v ψ& x ψ& y && ψ 2 xx1 a1 a 1 (3) a ψ 1 & 2 = v& + u ψ& + x && ψ y (4) yy1 a1 a u = u y ψ & (5) x1 a1 v = v+ x ψ & (6) x1 a1 Where, fr a given ime inerval d: uv, uv &, & a xx, a yy ψ ψ& && ψ = frward and laeral velciy cmpnenes a cg = change in frward and laeral velciy cmpnens a cg = accelerain cmpnens a cg = vehicle heading angle = yaw velciy = yaw accelerain x a 1, y a 1 = lcain f accelermeer relaive cg u x 1, v x 1 = frward and laeral velciy cmpnens a x a 1, y a 1 a xx 1, a yy 1 = x, y accelerains a lcain x a 1, y a 1 The SMAC generaed accelerain ime hisries a he CG, Firewall and RearDeck were hen inegraed deermine he insananeus velciies and resuling speedchanges. Tw echniques were used deermine he impac speed-changes f he individual ess: Tes Equivalen and SMAC Equivalen. TEST EQUIVALENT: Fr he repred RICSAC full-scale ess [1-3] he analysis f he accelermeer daa deermine he vehicle speed-change cnsised primarily f he inegrain f he vehicle a x & a y accelermeer races deermine he ime hisries f velciies. The velciy imehisry pls were hen analyzed deermine he magniude f he changes in he individual velciy cmpnens, V x and V y. The resulan speed-change and speed-change angle were deermined by he fllwing: Where: vr = 2 vx + v 2 y (7) Vangle = speed change angle v x = speed change in he vehicle x direcin v y = speed change in he vehicle y direcin SMAC EQUIVALENT:In he riginal frm f he SMAC cmpuer prgram, he speed-change fr a given accelerain expsure was deermined by he inegrain f he resulan accelerain. Fr each ime incremen, a resulan accelerain was deermined by he vecr sum f he x and y cmpnens f he vehicle accelerains: Where: ac = 2 ax + a 2 y (9) a c = resulan accelerain, g-unis a x = accelerain in he vehicle x direcin, g-unis a y = accelerain in he vehicle y direcin, g-unis The resulan speed-change was deermined by inegrain f he resulan accelerain frm iniial cnac separain. The iniial cnac is defined as he firs insance where he resulan accelerain ges abve 1 g-uni. The pin f separain is defined as he firs ime ha he accelerain again drps back belw 1 g-uni. I was assumed ha in general handling maneuvers and vehicle spinus ha he resulan accelerain wuld nrmally be belw 1 g-uni (given ha he nminal fricin cefficien f radways is nrmally less han 1 g-uni). The Direcin f Principle Frce (DOPF) was deermined fr a given accelerain expsure in he SMAC prgram as he direcin f he accelerain a he insance f peak resulan accelerain by: a y DOPF = aan2 1 (10) a x

7 Where: DOPF = direcin f principal frce a x = accelerain in he vehicle x direcin a y = accelerain in he vehicle y direcin A summary f he seps required creae SMAC "full-scale es resuls" be used fr esing purpses f he CG-Transfrm analyical prcedure was as fllws: 1. A SMAC simulain was perfrmed fr each RICSAC es 2. Accelerain ime hisries were creaed fr he CG and he repred Firewall and Rear Deck accelermeer lcains fr each vehicle f each es. Table 1 is a lis f he repred Firewall and Rear Deck accelermeer lcains used in he SMAC ess. 3. The SMAC vehicle fixed X & Y accelerain ime-hisries were inegraed fr he CG, he firewall and he Rear Deck as fllws: 3.1. The individual speed-changes in he vehicle X and Y direcins were deermined by inegrain f he X and Y accelerain ime-hisries A Tes equivalen resulan speed-change was calculaed The SMAC equivalen resulan speedchange was als calculaed by inegrain f he ime-hisry f he resulan accelerain. Fr sme f he RICSAC ess he values fr he Tes equivalen speed-change was fund be less han he SMAC equivalen speed-change ( V) by as much as 10%-15%. The difference is due he fllwing: When we use inegrain find he velciy change prduced by an accelerain curve, we are finding he equivalen velciy ha is prduced by he variain f he accelerain ver a fixed inerval f ime. In full scale ess, he accelermeers measure he accelerain fr he X and Y direcins separaely. Therefre, he inegrain f hese accelerain ime-hisries prduce separae velciies (areas) fr he X and Y direcins. The resulan speed-change velciy frm full-scale ess is deermined by finding he square r f he sum f he squares fr he X and Y velciies. In he SMAC prgram, in addiin he separae X and Y accelerain ime-hisries, we als have available he resulan accelerain. Therefre, deermine he resulan speed-change we can inegrae direcly he resulan accelerain vs. ime curve. In a mr vehicle full-scale es, he vehicle and ccupans experience he resulan accelerain, n individually he X and Y cmpnens. The pssibiliy f differences in he resulan speed-change by hese w mehds reveals a need fr acciden recnsrucin simulain prgrams individually calculae he speedchanges in he X and Y direcins fr cmparisns wih fullscale ess, while als calculaing and repring he resulan speed-change deermined by inegrain f he resulan accelerain ver ime. Fr esing and cmparisn purpses f he CG-Transfrm analyical echnique, recnsrucins were perfrmed f he cllisin phase f he 12 RICSAC ess wih he SMAC cmpuer prgram. Table 4 cnains a summary f he RICSAC SMAC impac speed-change ( V) fr he CG, Firewall and Rear Deck, Table 5 cnains he impac cndiins, and Table 6 cnains he separain cndiins. The resuls f he SMAC recnsrucins f he RICSAC ess were used in an evaluain f he CG-Transfrm analyical echnique. The inegraed speedchange fr he Firewall and Rear Deck accelermeer lcains were used wih he her iems per Table 3 in an applicain f he CG-Transfrm analyical prcedure deermine he speed-change a he cener f graviy and he separain velciy. The resuls fr he speed-change ( V) and separain velciy fr each f he 12 RICSAC ess were calculaed. Fr all cases he speed-change and separain velciy calculaed fr he CG based n he Firewall and Rear Deck accelermeer daa was less hen 1 mph maximum errr, wih an average errr f ±0.1 MPH and a sandard deviain f 0.30 MPH. The cmparisn gave a gd indicain ha he CG-Transfrm analyical prcedure prperly apprximaes he CG speed-change and separain speed frm speed-change daa a arbirary accelermeer lcains cmbined wih discree measures f he yaw respnses. A dramaic demnsrain f he psiinal differences in accelerains and herefre he crrespnding differences in he inegraed speed-change calculains is illusraed in Figure 3 and Table 7. Figure 3 is he resulan accelerain ime-hisry fr he CG, Firewall and RearDeck fr he SMAC recnsrucin fr vehicle number 1 f RICSAC Tes N. 10. The full scale es and he SMAC simulain f RICSAC 10 each cnained a sideslap impac f he vehicles subsequen he primary impac. In Figure 3 here are w peaks in he accelerain ime hisries, paricularly a he RearDeck lcain. Table 7 cnains he inegraed speed-changes calculaed fr he primary impac, he side-slap and fr he al durain. The speed-change calculaed by cmpnens (Tes equivalen) and based n he resulan accelerain (SMAC equivalen) fr vehicle N. 1 illusraes a prblem which can ccur when inegraing individual accelerain cmpnens. Figure 4 is he X-Y accelerain cmpnens fr vehicle number 1 f RICSAC Tes N. 10. The X-accelerain fr he RearDeck lcain in Figure 4 reverses sign afer he primary impac which acs reduce and reverse he calculaed X cmpnen f speedchange fr he Tes equivalen inegrain echnique (The repred ime-hisries f he velciy cmpnens prduced by inegrain f he RICSAC accelerains cnain his anmaly, e.g., p 16-41,[2]). Deermining he speed-change

8 based n he resulan accelerain per he SMAC equivalen echnique eliminaes he direcinal sensiiviy. The side-slap accelerain f RICSAC Tes 10 als reveals a prblem f deermining which speed-change and/r separain velciy shuld be repred when a sideslap ccurs. Ne ha he SMAC Equivalen resulan speed-change fr he Rear Deck calculaed frm he iniial impac hrugh he end f he sideslap (frm sec.) is dramaically higher (63 mph) han he sum f he individual speed-changes fr he primary impac (25.5 mph) and sideslap impac (17.5 mph). The difference is due he inegrain f he accelerain (> 5 g s) which ccurs a he RearDeck (due i s ffse frm he cener f graviy) during he rapid rain f he vehicle beween he primary and sideslap impac ( apprximaely 0.20 secnds). I is herein prpsed ha all es reprs include prvisins indicae a side-slap impac. The psprcessing analysis f he accelerain daa shuld als inegrae and repr he speed-change fr he primary and secndary impacs separaely. Large accelerains ha can ccur a lcains her han he cener f graviy, as demnsraed a he RearDeck fr RICSAC Tes 10 vehicle 1, shuld n be included in he speed-change calculains fr he individual vehicles since he vehicles are n in cnac during his ime perid. Hwever, he addiinal accelerains due ffse frm he cener f graviy and rainal velciy may have dramaic effecs n he magniude f ccupan expsure and cnsiderain shuld be given lcalized V calculains as suggesed in [11]. Table 4 SMAC RICSAC recnsrucins prediced V's fr CG, Firewall and Rear Deck accelermeer lcains

9 Table 5 SMAC RICSAC recnsrucins Impac Cndiins Table 6 SMAC RICSAC recnsrucins Separain Cndiins

10 Figure 3 Resulan Accelerain ime hisries fr RICSAC Tes N. 10, Veh#1 fr CG, Firewall and RearDeck Table 7 Cmparisn f Calculaed Speed-changes fr RICSAC es N.10 fr CG, Firewall and RearDeck.

11 Figure 4 Accelerain cmpnens a RearDeck Lcain fr RICSAC Tes 10, Vehicle N. 1 Anher check f he CG-Transfrm was perfrm a cmparisn f he calculaed resuls wih resuls repred by Bundrf in [15]. Bundrf included a prcedure fr ransfrmain f accelermeer infrmain frm lcains her han he vehicle cener f graviy he CG. The prcedure presened by Bundrf includes digiizing and analyzing he accelerain and angular velciy ime-hisry daa. The repred resuls by Bundrf were cmpared wih resuls calculaed wih he CG-Transfrm prcedure. The resuls f he cmparisn are cnained in Table 8. The resuls f he CG-Transfrm prcedure crrelae well wih he resuls f he Bundrf analysis prcedure. The average resul and sandard deviain are nearly idenical. Sme small differences did ccur beween he differen accelermeer lcains. The resuls f applicain f CG-Transfrm analyical prcedure he varius lcains esed demnsrae he abiliy f he CG-Transfrm prcedure accuraely calculae he speed-change a he cener f graviy fr any arbirary accelermeer lcain. Table 8 Cmparisn f Bundrf [15] wih CG-Transfrm resuls fr RICSAC Tes 9

12 EVALUATION OF THE "RAW" RICSAC DATA The ask f evaluaing and ransfrming he accelermeer daa fr he RICSAC full scale ess was underaken deermine he CG speed-change and separain velciy fr each es. A few pssible prblem areas which migh affec he crrelain are: Surce f Raw Daa. Accelerain Time-hisry Oscillains. Excessive Cllisin Durain. SOURCE OF RAW DATA: The raw V values as repred in [3] were used fr he cmparisn. A brief visual check f he ime-hisry pls vs. he repred values was perfrmed check fr any majr differences. The reasn he her repred refinemens f he values culd n be used was ha he her repred values cnained adjusmens and crrecins ransfrm he resuls frm he Firewall accelermeer lcains he CG, he very ask ur CG-Transfrm is perfrm. ACCELERATION TIME-HISTORY OSCILLATIONS: Sme f he accelerain ime races cnained in he RICSAC reprs [2] appear have excessive scillains (e.g., RICSAC Tess.Veh: 2.1,2.2,5.1,5.2,8.2,11) and sme have resulan accelerains exceeding 40 g's (e.g., RICSAC Tes.Veh: 10.1,12.1,7.2). These resuls may eiher reflec a pssible prblem wih he accelermeers r wih he chice in cuff frequency filer. Sample scillgraph daa frm Mayr and Naab [18] cnained in [19] illusraes he differences beween unfilered and filered accelerain daa fr a 20 mph laeral impac. Peak accelerains vary frm apprximaely 100 g's fr unfilered daa 40 g's fr 50 Hz cuff frequency 28 g's fr 25 Hz cuff frequency. Als a dramaic reducin in he amun f scillain ccurs wih increased filering. EXCESSIVE COLLISION DURATION: The cllisin cnac durain repred by Jnes (see Table 2) appears be excessive. Fr example, Bundrf [15] deermined he pulse durain fr RICSAC Tes 9 be apprximaely secnds whereas Jnes repred he durain be secnds. Generally fr car--car cllisins, a nrmal range f pulse durain is A review f he ime-hisry accelermeer races and he inegraed velciy races cnained in he riginal RICSAC es reprs als appears indicae ha he durains f he pulses repred by Jnes are excessive. A cmparisn f he SMAC recnsrucin pulse durains indicaes ha an average adjusmen f he durain f apprximaely secnds wuld be apprpriae. Fr he purpses f his repred research, an apprximae adjusmen f was used (he average f ). RESULTS The inpus fr he repred raw RICSAC daa [2, 3] which were used wih he CG-Transfrm analyical echnique are cnained in Table 9. A cmparisn f he CG-Transfrm calculaed resuls wih he speed-change a he CG as prediced by he SMAC prgram is cnained in Table 10. A cmparisn f he CG-Transfrm calculaed separain velciies wih he separain velciies prediced by he SMAC prgram is cnained in Table 11. Given he pssible variains and prblems which can ccur in full-scale es measuremens he crrelain f he CG-Transfrm calculaed resuls and he SMAC resuls fr ms f he RICSAC ess appears very gd. In all cases he cied crrelain f CG-Transfrm wih he mahemaically crrec SMAC resuls is wihin ±10% fr V and wihin ±13% fr he separain velciy fr a leas ne f he vehicles. This gives a gd indicain ha prperly inerpreed resuls f all he ess are in cmplee agreemen wih Newn's Laws. Sme areas f difference can be explained as fllws: Fr he V values frm he full-scale ess, differences in he individual cmpnens may be aribuable pssible accelermeer calibrain errrs. Errrs als can be caused by crsscupling prblems wih gyrs which can ccur due vehicle rll and pich angles. Larger errrs may be prduced by prblems wih he individual accelermeers eiher in he crush zne r n cmpnens pssibly affeced by he impac cnfigurain. Fr he separain velciy, differences in he individual cmpnens and resulan are prduced by any f he fllwing pssibiliies: pssible errrs in deerminain f he ime f separain in he full-scale ess pssible errrs in he repred rienain f he vehicle a he ime f separain pssible synchrnizain prblems beween he riaxle accelermeers and he gyrs Table 9 CG-Transfrm inpus fr he 12 RICSAC full-scale ess raw daa

13 Table 10 Cmparisn f V a he CG based n CG-Transfrm calculaed resuls and SMAC recnsrucins fr he 12 RICSAC full-scale ess

14 Table 11 Cmparisn f Separain velciies based n CG-Transfrm calculaed resuls and SMAC recnsrucins fr he 12 RICSAC full-scale ess CONCLUSIONS 1. The RICSAC daa, when inerpreed wih he CG-Transfrm prcedure, are reasnably accurae and are suiable fr heir inended purpse f esing he validiy f recnsrucin echniques. 2. Previusly repred findings f grss errrs and vilains f Newn s laws in he repred RICSAC daa are errneus. 3. The SMAC prgram has been demnsraed crrelae well wih prperly analyzed full-scale es resuls RECOMMENDATIONS 1. Fuure validain cmparisns wih he RICSAC fullscale ess shuld als give cnsiderain uilizing he mahemaically crrec SMAC resuls presened herein. Use f he SMAC prgram resuls fr cmparisns avids he variabiliy ha nrmally ccurs in full-scale ess. Wihu direc measures f he variabiliy f experimenal respnses, by means f repeaed runs f ess, he accuracy f analyical predicins cann be prperly evaluaed. 2. Fuure full-scale ess shuld uilize a ime-hisry simulain prgram like SMAC r a hree-dimensinal equivalen permi a check f resuls and cnversin prcedures fr daa frm accelermeers n lcaed a he CG. 3. Any inegrain analysis f accelermeer daa shuld include cnsiderain fr pssible direcinal changes f individual cmpnens. This can be accmplished by direc analysis f he resulan accelerain avid he pssibiliy f a reducin in he repred values fr individual cmpnen velciies due accelerain direcinal reversals. 4. Full-scale ess shuld include prvisins fr separaely repring and analyzing he ccurrence f side-slap ypes f cllisins 5. Full-scale es repring and subsequen analysis shuld be in a crdinae sysem in cnfrmiy wih sandard SAE J670e REFERENCES 1. McHenry, R. R., Lynch, J. P., Segal, D. J., "Research Inpu fr Cmpuer Simulain f Aumbile Cllisins", Calspan Repr ZQ-6057-V-1, Cnrac DOT-HS , Jun Shemaker, N. E., "Research Inpu fr Cmpuer Simulain f Aumbile Cllisins - Saged Cllisins, Vl. II & Vl. III", Calspan Repr ZQ-6057-V-4 & V-5, Cnrac DOT-HS , December Jnes, I. S., Baum, A. S., "Research Inpu fr Cmpuer Simulain f Aumbile Cllisins - Vlume IV - Saged Cllisin Recnsrucins", Calspan Repr ZQ V-6, Cnrac DOT-HS , December Smih, R. A., Nga, J. T., "Examples f Saged Cllisins in Acciden Recnsrucin", presened a ASME Winer Meeing, Nv 1980 and cnained in ASME publicain "Highway Cllisin Recnsrucin" 5. James, M. E., Rss, H. E., Whiingn, C., "Imprvemen f Acciden Simulain Mdel and Imprvemen f Narrw Objec Acciden Recnsrucin", Texas

15 Transprain Insiue, DOT-HS , DOT-HS & DOT-HS , April Shaw, L. M., "Cunermeasures fr Side Impac", Cnrac DOT-HS Brach, R. M., "Impac Analysis f Tw-Vehicle Cllisins", SAE Paper Wley, R.L., Warner, C.Y., Tagg, M. D.,"Inaccuracies in he CRASH3 Prgram", SAE paper Wley, R.L, "The "IMPAC" Cmpuer Prgram fr Acciden Recnsrucin", SAE paper Day, T.D., Hargens, R.L.,"Furher Validain f he EDCRASH Using he RICSAC Saged Cllisins", SAE paper Cheng, P.A., Guenher, D. A., "Effecs f Change in Angular Velciy f a Vehicle n he Change in Velciy Experienced by an Occupan during a Crash Envirnmen and he Lcalized Dela-V Cncep", SAE Paper Day., T. D., Hargens, R. L., "Furher Validain f EDSMAC Using he RICSAC Saged Cllisins", SAE Paper N Smih, R.A., Nga, J. T., "The Accuracy and Sensiiviy f Crash", DOT-HS , March Cliff, E. C., Mngmery, D. T., "Validain f PC-Crash - A Mmenum-Based Acciden Recnsrucin Prgram", SAE Paper Bundrf, R.T., "Analysis and Calculain f Dela-V frm Crash Tes Daa", SAE Paper Day., T.D., Hargens, R.L.,"Furher Validain f EDSMAC Using he RICSAC Saged Cllisins", SAE Paper N A review f he rajecry aspecs f he RICSAC ess are expeced be cmpleed in early 1997 and will hen be published. 18. Mayr, R. P., Naab, K. N., "Basic Research in Aumbile Crashwrhiness - Tesing and Evaluain f Mdificains fr Side Impac", Crnell Aernauical Labrary, CAL Repr N. YB-2684-V-4, Ocber 1969) 19. McHenry R. R., Miller, P. M., "Aumbile Srucural Crashwrhiness", SAE Paper CONTACT INFORMATION Quesins r cmmens n he paper are welcmed and can be addressed he auhrs by: mchenry@inerpah.cm Psal Service Mail: 103 Brady Cur, Suie 200 WWW: Cary, NC USA hp:// APPENDIX 1: CG-TRANSFORM PROCEDURE In he fllwing, a prcedure is defined whereby accelermeer measuremens aken a lcains away frm he CG are ransfrmed in impac speed-changes a he cener f graviy and in separain velciies n he basis f discree measures f he vehicle respnses raher han cmplee imehisries. The prcedure, eniled CG-Transfrm, is validaed by means f applicains SMAC runs in which he upus include accelerain cmpnens a seleced lcains n he simulaed vehicles. DEFINITION OF SYMBOLS OXY = O X Y = ψ = Vehicle-fixed crdinae sysem wih rigin a he cener f graviy. Space-fixed crdinae sysem. Heading angle f vehicle relaive space-fixed sysem. u, v = Cmpnens f velciy in he direcins f he vehicle-fixed X and Y crdinaes respecively, inches/secnd. u, v = Cmpnens f velciy in he direcins f he space-fixed X and Y crdinaes respecively, inches/secnd. x1, y1 = Crdinaes f accelermeer lcain in vehicle-fixed sysem, inches. ax1, ay1 = a x, a y = u, v = Cmpnens f accelerain a pin 1 relaive he vehicle-fixed sysem, inches/sec 2. Cmpnens f accelerain a he cener f graviy relaive he vehicle-fixed sysem, inches/sec 2. Changes in velciy in he direcins f he vehicle-fixed X and Y crdinaes respecively, inches/sec. In he fllwing pages, a d ver a symbl is used indicae a ime derivaive. pin 1 The subleer 1 indicaes he value f a variable a

16 Frm (15) and (16), he cmpnens f accelerain relaive he vehicle-fixed sysem a he cener f graviy f he vehicle (i.e., x 1 = y 1 = 0) may be expressed: a u& vψ & (17) x = ay = v& + uψ & (18) Thus, he V cmpnens a he cener f graviy relaive he vehicle-fixed sysem, including rainal effecs, may be bained by inegrain f (15) and (16): a xd = a x d + y && ψd + x ψ & d (19) 2 a d = a d x && ψd + y ψ & d (20) y y Figure 5 Velciy cmpnens f a Pin n a vehicle T bain he cmpnens in he vehicle-fixed sysem, f he separain velciy (i.e., he velciy a he end f a perid f accelerain) i is necessary inegrae (17) and (18) in he fllwing manner: In Figure 5, velciy cmpnens f pin 1 relaive he vehicle-fixed crdinae sysem are defined by: u1 = u y1ψ & (11) v1 = v+ x1ψ & (12) u = u + f ud & = u + a xd + v & 0 ψ d (21) v = v + f vd & = v + ayd uψ & d (22) Frm he preceding, i may be seen ha he fllwing inegrains are required crrec readings bained frm accelermeers a pin 1: The velciy cmpnens f pin P relaive he space-fixed crdinae sysem may be expressed as: u 1 = u 1 cs ψ - v 1 sin ψ (13) v 1 = u 1 sin ψ + v 1 cs ψ (14) Subsiuin f (11) and (12) in (13) and (14) and differeniain f he resuling equains yields he fllwing cmpnens f accelerain relaive he vehicle-fixed sysem: ψd && & ψ 2 d vψ& d uψ& d (23) (24) (25) (26) 2 a = u& vψ& y && ψ xψ x1 1 1 & & 2 1 (15) a = v& + uψ& + x && ψ yψ (16) y1 1 Reasnable apprximains f he values f he inegrals lised as equains (23) hrugh (26) can be bained by he use f analyical funcins fied es daa: && ψ = Q 1 sin ω - Q 2 sin 3ω (27)

17 u = u f - ( u) cs ω (28) v = v f - ( v) cs ω (29) Inegrain f equains (23) hrugh (26) using he funcinal relainships defined by (27), (28) and (29) and applicain f he resuls equains (19), (20), (21) and (22) yields he fllwing relainships: π ω = (30) 2 ( ) y y1 1 1 V y = ad= a d x ψ& + ya (35) 1 π Q Q B = ψ 1 2 f 2 ω 2 & ω 9ω (36) 1 π Q1 C = f ω 4 ω ψ & (37) D= axd + Bv0 (38) Q 1 3ω π ψ& = f + 4 ψ & ω ψ (31) 2 3 Q 2 1 [ Q &] = 3 ω ψ (32) y 0 E = a d Bu delu = u = (39) D+ ( B+ C) E 2 (40) 1+ ( B+ C) 1 Q Q A = π 2 1 1π ψ & f + 2ψ& f ω 2 ω 4ω (33) Q2 Q2π + 2ψ& f 9ω 4ω x x1 1 1 V x = ad= a d+ y ψ& + xa (34) delv = v = ( E ( B+ C) D) 2 ( 1 + ( B+ C) ) (41) u f = u 0 + u (42) v f = v 0 + v (43)

18 REFERENCES 19 "Aumbile Srucural Crashwrhiness", McHenry R.R., Miller, P.M., SAE Paper "Research Inpu fr Cmpuer Simulain f Aumbile Cllisins", McHenry, R.R., Lynch, J.P., Segal, D.J., Calspan Repr ZQ-6057-V-1, Cnrac DOT-HS , Jun "Research Inpu fr Cmpuer Simulain f Aumbile Clliisins - Saged Cllisins, Vl II & Vl III", Shemaker, N.E., Calspan Repr ZQ-6057-V-4 & V-5, Cnrac DOT-HS , December "Research Inpu fr Cmpuer Simulain f Aumbile Cllisins - Vlume IV - Saged Cllisin Recnsrucins", Jnes, I.S., Baum, A.S., Calspan Repr ZQ-6057-V-6, Cnrac DOT-HS , December "Examples f Saged Cllisins in Acciden Recnsrucin", Smih, R.A., Nga, J.T., presened a ASME Winer Meeing, Nv 1980 and cnained in ASME publicain "Highway Cllisin Recnsrucin" 5 "Imprvemen f Acciden Simulain Mdel and Imprvemen f Narrw Objec Acciden Recnsrucin", James, M.E., Rss, H.E., Whiingn, C. Texas Transprain Insiue, DOT-HS , DOT-HS & DOT-HS ,April "Cunermeasures fr Side Impac", Shaw, L.M., Cnrac DOT-HS "Impac Analysis f Tw-Vehicle Cllisins", Brach, R.M., SAE Paper "Inaccuracies in he CRASH3 Prgram", Wley, R.L., Warner, C.Y., Tagg, M.D., SAE paper "The "IMPAC" Cmpuer Prgram fr Acciden Recnsrucin", Wley, R.L, SAE paper "Furher Validain f he EDCRASH Using he RICSAC Saged Cllisins", Day, T.D., Hargens, R.L., SAE paper "Effecs f Change in Angular Velciy f a Vehicle n he Change in Velciy Experienced by an Occupan during a Crash Envirnmen and he Lcalized Dela-V Cncep", Cheng, P.A., Guenher, D.A. SAE Paper "Furher Validain f EDSMAC Using he RICSAC Saged Cllisins", Day., T.D., Hargens, R.L., SAE Paper N "The Accuracy and Sensiiviy f Crash", Smih, R.A., Nga, J.T., DOT-HS , March "Validain f PC-Crash - A Mmenum-Based Acciden Recnsrucin Prgram", Cliff, E.C., Mngmery, D.T., SAE Paper "Analysis and Calculain f Dela-V frm Crash Tes Daa", Bundrf, R.T., SAE Paper "Furher Validain f EDSMAC Using he RICSAC Saged Cllisins", Day., T.D., Hargens, R.L., 17 A review f he rajecry aspecs f he RICSAC ess are expeced be cmpleed in early 1997 and will be published a he 1998 SAE Inernainal Cngress and Expsiin. 18 "Basic Research in Aumbile Crashwrhiness - Tesing and Evaluain f Mdificains fr Side Impac", Mayr, R.P., Naab, K.N.,Crnell Aernauical Labrary, CAL Repr N. YB-2684-V-4, Ocber 1969)

AP Physics 1 MC Practice Kinematics 1D

AP Physics 1 MC Practice Kinematics 1D AP Physics 1 MC Pracice Kinemaics 1D Quesins 1 3 relae w bjecs ha sar a x = 0 a = 0 and mve in ne dimensin independenly f ne anher. Graphs, f he velciy f each bjec versus ime are shwn belw Objec A Objec

More information

PRINCE SULTAN UNIVERSITY Department of Mathematical Sciences Final Examination Second Semester (072) STAT 271.

PRINCE SULTAN UNIVERSITY Department of Mathematical Sciences Final Examination Second Semester (072) STAT 271. PRINCE SULTAN UNIVERSITY Deparmen f Mahemaical Sciences Final Examinain Secnd Semeser 007 008 (07) STAT 7 Suden Name Suden Number Secin Number Teacher Name Aendance Number Time allwed is ½ hurs. Wrie dwn

More information

Motion Along a Straight Line

Motion Along a Straight Line PH 1-3A Fall 010 Min Alng a Sraigh Line Lecure Chaper (Halliday/Resnick/Walker, Fundamenals f Physics 8 h ediin) Min alng a sraigh line Sudies he min f bdies Deals wih frce as he cause f changes in min

More information

Visco-elastic Layers

Visco-elastic Layers Visc-elasic Layers Visc-elasic Sluins Sluins are bained by elasic viscelasic crrespndence principle by applying laplace ransfrm remve he ime variable Tw mehds f characerising viscelasic maerials: Mechanical

More information

Kinematics Review Outline

Kinematics Review Outline Kinemaics Review Ouline 1.1.0 Vecrs and Scalars 1.1 One Dimensinal Kinemaics Vecrs have magniude and direcin lacemen; velciy; accelerain sign indicaes direcin + is nrh; eas; up; he righ - is suh; wes;

More information

Productivity changes of units: A directional measure of cost Malmquist index

Productivity changes of units: A directional measure of cost Malmquist index Available nline a hp://jnrm.srbiau.ac.ir Vl.1, N.2, Summer 2015 Jurnal f New Researches in Mahemaics Science and Research Branch (IAU Prduciviy changes f unis: A direcinal measure f cs Malmquis index G.

More information

5.1 Angles and Their Measure

5.1 Angles and Their Measure 5. Angles and Their Measure Secin 5. Nes Page This secin will cver hw angles are drawn and als arc lengh and rains. We will use (hea) represen an angle s measuremen. In he figure belw i describes hw yu

More information

The Components of Vector B. The Components of Vector B. Vector Components. Component Method of Vector Addition. Vector Components

The Components of Vector B. The Components of Vector B. Vector Components. Component Method of Vector Addition. Vector Components Upcming eens in PY05 Due ASAP: PY05 prees n WebCT. Submiing i ges yu pin ward yur 5-pin Lecure grade. Please ake i seriusly, bu wha cuns is wheher r n yu submi i, n wheher yu ge hings righ r wrng. Due

More information

An Introduction to Wavelet Analysis. with Applications to Vegetation Monitoring

An Introduction to Wavelet Analysis. with Applications to Vegetation Monitoring An Inrducin Wavele Analysis wih Applicains Vegeain Mniring Dn Percival Applied Physics Labrary, Universiy f Washingn Seale, Washingn, USA verheads fr alk available a hp://saff.washingn.edu/dbp/alks.hml

More information

THE DETERMINATION OF CRITICAL FLOW FACTORS FOR NATURAL GAS MIXTURES. Part 3: The Calculation of C* for Natural Gas Mixtures

THE DETERMINATION OF CRITICAL FLOW FACTORS FOR NATURAL GAS MIXTURES. Part 3: The Calculation of C* for Natural Gas Mixtures A REPORT ON THE DETERMINATION OF CRITICAL FLOW FACTORS FOR NATURAL GAS MIXTURES Par 3: The Calculain f C* fr Naural Gas Mixures FOR NMSPU Deparmen f Trade and Indusry 151 Buckingham Palace Rad Lndn SW1W

More information

Physics Courseware Physics I Constant Acceleration

Physics Courseware Physics I Constant Acceleration Physics Curseware Physics I Cnsan Accelerain Equains fr cnsan accelerain in dimensin x + a + a + ax + x Prblem.- In he 00-m race an ahlee acceleraes unifrmly frm res his p speed f 0m/s in he firs x5m as

More information

An application of nonlinear optimization method to. sensitivity analysis of numerical model *

An application of nonlinear optimization method to. sensitivity analysis of numerical model * An applicain f nnlinear pimizain mehd sensiiviy analysis f numerical mdel XU Hui 1, MU Mu 1 and LUO Dehai 2 (1. LASG, Insiue f Amspheric Physics, Chinese Academy f Sciences, Beijing 129, China; 2. Deparmen

More information

Optimization of Four-Button BPM Configuration for Small-Gap Beam Chambers

Optimization of Four-Button BPM Configuration for Small-Gap Beam Chambers Opimizain f Fur-Bun BPM Cnfigurain fr Small-Gap Beam Chamers S. H. Kim Advanced Phn Surce Argnne Nainal Larary 9700 Suh Cass Avenue Argnne, Illinis 60439 USA Asrac. The cnfigurain f fur-un eam psiin mnirs

More information

Lecture 4 ( ) Some points of vertical motion: Here we assumed t 0 =0 and the y axis to be vertical.

Lecture 4 ( ) Some points of vertical motion: Here we assumed t 0 =0 and the y axis to be vertical. Sme pins f erical min: Here we assumed and he y axis be erical. ( ) y g g y y y y g dwnwards 9.8 m/s g Lecure 4 Accelerain The aerage accelerain is defined by he change f elciy wih ime: a ; In analgy,

More information

Impact Switch Study Modeling & Implications

Impact Switch Study Modeling & Implications L-3 Fuzing & Ordnance Sysems Impac Swich Sudy Mdeling & Implicains Dr. Dave Frankman May 13, 010 NDIA 54 h Annual Fuze Cnference This presenain cnsiss f L-3 Crprain general capabiliies infrmain ha des

More information

Lecture 3: Resistive forces, and Energy

Lecture 3: Resistive forces, and Energy Lecure 3: Resisive frces, and Energy Las ie we fund he velciy f a prjecile ving wih air resisance: g g vx ( ) = vx, e vy ( ) = + v + e One re inegrain gives us he psiin as a funcin f ie: dx dy g g = vx,

More information

21.9 Magnetic Materials

21.9 Magnetic Materials 21.9 Magneic Maerials The inrinsic spin and rbial min f elecrns gives rise he magneic prperies f maerials è elecrn spin and rbis ac as iny curren lps. In ferrmagneic maerials grups f 10 16-10 19 neighbring

More information

Lecture II Simple One-Dimensional Vibrating Systems

Lecture II Simple One-Dimensional Vibrating Systems UIUC Physics 406 Acusical Physics f Music Lecure II Simple One-Dimensinal Vibraing Sysems One mehd f prducing a sund relies n a physical bjec (e.g. varius ypes f musical insrumens sringed and wind insrumens

More information

10.7 Temperature-dependent Viscoelastic Materials

10.7 Temperature-dependent Viscoelastic Materials Secin.7.7 Temperaure-dependen Viscelasic Maerials Many maerials, fr example plymeric maerials, have a respnse which is srngly emperaure-dependen. Temperaure effecs can be incrpraed in he hery discussed

More information

Brace-Gatarek-Musiela model

Brace-Gatarek-Musiela model Chaper 34 Brace-Gaarek-Musiela mdel 34. Review f HJM under risk-neural IP where f ( T Frward rae a ime fr brrwing a ime T df ( T ( T ( T d + ( T dw ( ( T The ineres rae is r( f (. The bnd prices saisfy

More information

Physics 111. Exam #1. September 28, 2018

Physics 111. Exam #1. September 28, 2018 Physics xam # Sepember 8, 08 ame Please read and fllw hese insrucins carefully: Read all prblems carefully befre aemping slve hem. Yur wrk mus be legible, and he rganizain clear. Yu mus shw all wrk, including

More information

Section 12 Time Series Regression with Non- Stationary Variables

Section 12 Time Series Regression with Non- Stationary Variables Secin Time Series Regressin wih Nn- Sainary Variables The TSMR assumpins include, criically, he assumpin ha he variables in a regressin are sainary. Bu many (ms?) ime-series variables are nnsainary. We

More information

Internal Audit Report NGO: Tagore Society for Rural Development

Internal Audit Report NGO: Tagore Society for Rural Development 1 I N T E G R A T E D C O A S T A L Z O N E M A N A G E M E N T P R O J E C T W E S T B E N G A L N G O : T a g r e S c i e y f r R u r a l D e v e l p m e n C n e n s Secin I: Audi Scpe and Apprach:...

More information

Coherent PSK. The functional model of passband data transmission system is. Signal transmission encoder. x Signal. decoder.

Coherent PSK. The functional model of passband data transmission system is. Signal transmission encoder. x Signal. decoder. Cheren PSK he funcinal mdel f passand daa ransmissin sysem is m i Signal ransmissin encder si s i Signal Mdular Channel Deecr ransmissin decder mˆ Carrier signal m i is a sequence f syml emied frm a message

More information

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.265/15.070J Fall 2013 Lecture 15 10/30/2013. Ito integral for simple processes

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.265/15.070J Fall 2013 Lecture 15 10/30/2013. Ito integral for simple processes MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.65/15.7J Fall 13 Lecure 15 1/3/13 I inegral fr simple prcesses Cnen. 1. Simple prcesses. I ismery. Firs 3 seps in cnsrucing I inegral fr general prcesses 1 I inegral

More information

GAMS Handout 2. Utah State University. Ethan Yang

GAMS Handout 2. Utah State University. Ethan Yang Uah ae Universiy DigialCmmns@UU All ECAIC Maerials ECAIC Repsiry 2017 GAM Handu 2 Ehan Yang yey217@lehigh.edu Fllw his and addiinal wrs a: hps://digialcmmns.usu.edu/ecsaic_all Par f he Civil Engineering

More information

the Crustal Magnetic Field for and Any Drilling Time Xiong Li and Benny Poedjono in Paris on March 8, 2013

the Crustal Magnetic Field for and Any Drilling Time Xiong Li and Benny Poedjono in Paris on March 8, 2013 An Accurae Deerinain f he rusal Magneic Field fr Any eference Mdel and Any Drilling Tie ing Li and enny Pedjn in Paris n March 8, 03 4 Slides fr he Presenain in San Anni Is he vecr crusal agneic field

More information

Introduction. If there are no physical guides, the motion is said to be unconstrained. Example 2. - Airplane, rocket

Introduction. If there are no physical guides, the motion is said to be unconstrained. Example 2. - Airplane, rocket Kinemaic f Paricle Chaper Inrducin Kinemaic: i he branch f dynamic which decribe he min f bdie wihu reference he frce ha eiher caue he min r are generaed a a reul f he min. Kinemaic i fen referred a he

More information

Microwave Engineering

Microwave Engineering Micrwave Engineering Cheng-Hsing Hsu Deparmen f Elecrical Engineering Nainal Unied Universiy Ouline. Transmissin ine Thery. Transmissin ines and Waveguides eneral Sluins fr TEM, TE, and TM waves ; Parallel

More information

CHAPTER 7 CHRONOPOTENTIOMETRY. In this technique the current flowing in the cell is instantaneously stepped from

CHAPTER 7 CHRONOPOTENTIOMETRY. In this technique the current flowing in the cell is instantaneously stepped from CHAPTE 7 CHONOPOTENTIOMETY In his echnique he curren flwing in he cell is insananeusly sepped frm zer sme finie value. The sluin is n sirred and a large ecess f suppring elecrlye is presen in he sluin;

More information

447. Assessment of damage risk function of structural components under vibrations

447. Assessment of damage risk function of structural components under vibrations 447. Assessmen f damage risk funcin f srucural cmnens under virains J. Dulevičius, A. Žiliukas Kaunas Universiy f Technlgy, Kesuci s. 27, LT-4432 Kaunas, Lihuania e-mail: jnas.dulevicius@ku.l, ananas.ziliukas@ku.l

More information

Examples of Complex Sound Fields:

Examples of Complex Sound Fields: UIUC Physics 406 Acusical Physics f Music Eamples f Cmple Sund Fields: Eample # 0: Generic 3-D Mnchrmaic Traveling Wave: Befre we launch in discussing several specific eamples f cmple sund fields/sund

More information

INFLUENCE OF WIND VELOCITY TO SUPPLY WATER TEMPERATURE IN HOUSE HEATING INSTALLATION AND HOT-WATER DISTRICT HEATING SYSTEM

INFLUENCE OF WIND VELOCITY TO SUPPLY WATER TEMPERATURE IN HOUSE HEATING INSTALLATION AND HOT-WATER DISTRICT HEATING SYSTEM Dr. Branislav Zivkvic, B. Eng. Faculy f Mechanical Engineering, Belgrade Universiy Predrag Zeknja, B. Eng. Belgrade Municipal DH Cmpany Angelina Kacar, B. Eng. Faculy f Agriculure, Belgrade Universiy INFLUENCE

More information

DISTANCE PROTECTION OF HVDC TRANSMISSION LINE WITH NOVEL FAULT LOCATION TECHNIQUE

DISTANCE PROTECTION OF HVDC TRANSMISSION LINE WITH NOVEL FAULT LOCATION TECHNIQUE IJRET: Inernainal Jurnal f Research in Engineering and Technlgy eissn: 9-6 pissn: -78 DISTANCE PROTECTION OF HVDC TRANSMISSION LINE WITH NOVEL FAULT LOCATION TECHNIQUE Ruchia Nale, P. Suresh Babu Suden,

More information

SMKA NAIM LILBANAT KOTA BHARU KELANTAN. SEKOLAH BERPRESTASI TINGGI. Kertas soalan ini mengandungi 7 halaman bercetak.

SMKA NAIM LILBANAT KOTA BHARU KELANTAN. SEKOLAH BERPRESTASI TINGGI. Kertas soalan ini mengandungi 7 halaman bercetak. Name : Frm :. SMKA NAIM LILBANAT 55 KOTA BHARU KELANTAN. SEKOLAH BERPRESTASI TINGGI PEPERIKSAAN PERCUBAAN SPM / ADDITIONAL MATHEMATICS Keras ½ Jam ½ Jam Unuk Kegunaan Pemeriksa Arahan:. This quesin paper

More information

Driver Phase Correlated Fluctuations in the Rotation of a Strongly Driven Quantum Bit

Driver Phase Correlated Fluctuations in the Rotation of a Strongly Driven Quantum Bit [acceped fr PRA Rapid Cmm; quan-ph/] Driver Phase Crrelaed Flucuains in he Rain f a Srngly Driven Quanum Bi M.S. Shahriar,, P. Pradhan,, and J. Mrzinski Dep. f Elecrical and Cmpuer Engineering, Nrhwesern

More information

Shandong Qingdao , China. Shandong Qingdao, , China

Shandong Qingdao , China. Shandong Qingdao, , China 2016 Inernainal Cnference n Maerials, Manufacuring and Mechanical Engineering (MMME 2016) ISB: 978-1-60595-413-4 Min Cnrl Sysem f C Turre Punch Feeding Mechanism Based n Min Cnrl Card Ai-xia CAO 1, Pei-si

More information

PT380 MULTICHANNEL TIMER SPECIFICATIONS FEATURES PRODUCT CODE MODES OF OPERATION FUNCTIONS TERMINAL CONNECTION

PT380 MULTICHANNEL TIMER SPECIFICATIONS FEATURES PRODUCT CODE MODES OF OPERATION FUNCTIONS TERMINAL CONNECTION PT380 MULTICHANNEL TIMER 96 X 96 Mulichannel: 8 channels Channel perain mde: Parallel r Sequenial Muli range: 99.99 sec 999.9 hr Mdes : N Delay / Inerval / Cyclic N firs / Cyclic FF firs Sar up delay &

More information

and Sun (14) and Due and Singlen (19) apply he maximum likelihd mehd while Singh (15), and Lngsa and Schwarz (12) respecively emply he hreesage leas s

and Sun (14) and Due and Singlen (19) apply he maximum likelihd mehd while Singh (15), and Lngsa and Schwarz (12) respecively emply he hreesage leas s A MONTE CARLO FILTERING APPROACH FOR ESTIMATING THE TERM STRUCTURE OF INTEREST RATES Akihik Takahashi 1 and Seish Sa 2 1 The Universiy f Tky, 3-8-1 Kmaba, Megur-ku, Tky 153-8914 Japan 2 The Insiue f Saisical

More information

6 th International Conference on Trends in Agricultural Engineering 7-9 September 2016, Prague, Czech Republic

6 th International Conference on Trends in Agricultural Engineering 7-9 September 2016, Prague, Czech Republic THEORETICAL INVESTIGATIONS OF MINERAL FERTILISER DISTRIBTION BY MEANS OF AN INCLINED CENTRIFGAL TOOL V. Bulgakv 1, O. Adamchuk, S. Ivanvs 3 1 Nainal niversiy Lie and Envirnmenal Sciences kraine Nainal

More information

Review of HAARP Experiment and Assessment of Ionospheric Effects

Review of HAARP Experiment and Assessment of Ionospheric Effects Third AL PI ympsium Kna, Hawaii Nvember 9-3, 009 Review f HAARP Experimen and Assessmen f Inspheric Effecs T. L. Ainswrh, Y. Wang, J.-. Lee, and K.-. Chen Naval Research Labrary, Washingn DC, UA CRR, Nainal

More information

Revelation of Soft-Switching Operation for Isolated DC to Single-phase AC Converter with Power Decoupling

Revelation of Soft-Switching Operation for Isolated DC to Single-phase AC Converter with Power Decoupling Revelain f Sf-Swiching Operain fr Islaed DC Single-phase AC Cnverer wih wer Decupling Nagisa Takaka, Jun-ichi Ih Dep. f Elecrical Engineering Nagaka Universiy f Technlgy Nagaka, Niigaa, Japan nakaka@sn.nagakau.ac.jp,

More information

Efficient and Fast Simulation of RF Circuits and Systems via Spectral Method

Efficient and Fast Simulation of RF Circuits and Systems via Spectral Method Efficien and Fas Simulain f RF Circuis and Sysems via Specral Mehd 1. Prjec Summary The prpsed research will resul in a new specral algrihm, preliminary simular based n he new algrihm will be subsanially

More information

The Impact of Nonresponse Bias on the Index of Consumer Sentiment. Richard Curtin, Stanley Presser, and Eleanor Singer 1

The Impact of Nonresponse Bias on the Index of Consumer Sentiment. Richard Curtin, Stanley Presser, and Eleanor Singer 1 The Impac f Nnrespnse Bias n he Index f Cnsumer Senimen Richard Curin, Sanley Presser, and Eleanr Singer 1 Inrducin A basic ene f survey research is he abslue preference fr high respnse raes. A lw respnse

More information

Strengthening of web opening in non-compact steel girders

Strengthening of web opening in non-compact steel girders IOSR Jurnal f Mechanical and Civil Engineering (IOSR-JMCE) e-issn: 2278-1684,p-ISSN: 2320-334X, Vlume 12, Issue 5 Ver. II (Sep. - Oc. 2015), PP 34-47 www.isrjurnals.rg Srenghening f web pening in nn-cmpac

More information

Fractional Order Disturbance Observer based Robust Control

Fractional Order Disturbance Observer based Robust Control 201 Inernainal Cnference n Indusrial Insrumenain and Cnrl (ICIC) Cllege f Engineering Pune, India. May 28-30, 201 Fracinal Order Disurbance Observer based Rbus Cnrl Bhagyashri Tamhane 1, Amrua Mujumdar

More information

Announcements. Formulas Review. Exam format

Announcements. Formulas Review. Exam format Annuncemens 1. N hmewrk due mrrw! a. Wuld be an ecellen eening sud fr and/r ake he eam. Eam 1 sars da! a. Aailable in Tesing Cener frm Tues, Sep. 16 10:15 am, up Mnda, Sep, clsing ime i. If u pick up ur

More information

The lower limit of interval efficiency in Data Envelopment Analysis

The lower limit of interval efficiency in Data Envelopment Analysis Jurnal f aa nelpmen nalysis and ecisin Science 05 N. (05) 58-66 ailable nline a www.ispacs.cm/dea lume 05, Issue, ear 05 ricle I: dea-00095, 9 Pages di:0.5899/05/dea-00095 Research ricle aa nelpmen nalysis

More information

A Note on the Approximation of the Wave Integral. in a Slightly Viscous Ocean of Finite Depth. due to Initial Surface Disturbances

A Note on the Approximation of the Wave Integral. in a Slightly Viscous Ocean of Finite Depth. due to Initial Surface Disturbances Applied Mahemaical Sciences, Vl. 7, 3, n. 36, 777-783 HIKARI Ld, www.m-hikari.cm A Ne n he Apprximain f he Wave Inegral in a Slighly Viscus Ocean f Finie Deph due Iniial Surface Disurbances Arghya Bandypadhyay

More information

GMM Estimation of the Number of Latent Factors

GMM Estimation of the Number of Latent Factors GMM Esimain f he Number f aen Facrs Seung C. Ahn a, Marcs F. Perez b March 18, 2007 Absrac We prpse a generalized mehd f mmen (GMM) esimar f he number f laen facrs in linear facr mdels. he mehd is apprpriae

More information

DUAL EMISSION LASER INDUCED FLUORESCENCE TECHNIQUE (DELIF) FOR OIL FILM THICKNESS AND TEMPERATURE MEASUREMENT

DUAL EMISSION LASER INDUCED FLUORESCENCE TECHNIQUE (DELIF) FOR OIL FILM THICKNESS AND TEMPERATURE MEASUREMENT Prceedings ASME FEDSM ASME Fluids Engineering Divisin Summer Meeing June -5,, Bsn, Massachuses FEDSM-43 DUAL EMSSON LASER NDUCED FLUORESCENCE TECHNQUE DELF FOR OL FLM THCKNESS AND TEMPERATURE MEASUREMENT

More information

le-lo-dtla) Jdwss Tedrsan

le-lo-dtla) Jdwss Tedrsan r & le-lo-dla) Jdwss Tedrsan Knxville Exernal Travel Survey Final Repr Prepared fr NuSs 3006 Bee Caves Rd. Suie A-300 Ausin, TX 78746 By Air Qualiy Labrry Schl f Civil and Envirnmenal Engineering Gergia

More information

CHAPTER 14 CHEMICAL KINETICS

CHAPTER 14 CHEMICAL KINETICS CHAPTER 4 CHEMICAL KINETICS PRACTICE EXAMPLES A B (E) The rae f cnsumpin fr a reacan is expressed as he negaive f he change in mlariy divided by he ime inerval. The rae f reacin is expressed as he rae

More information

Machine Learning for Signal Processing Prediction and Estimation, Part II

Machine Learning for Signal Processing Prediction and Estimation, Part II Machine Learning fr Signal Prceing Predicin and Eimain, Par II Bhikha Raj Cla 24. 2 Nv 203 2 Nv 203-755/8797 Adminirivia HW cre u Sme uden wh g really pr mark given chance upgrade Make i all he way he

More information

Index-based Most Similar Trajectory Search

Index-based Most Similar Trajectory Search Index-based Ms Similar rajecry Search Elias Frenzs Ksas Grasias Yannis hedridis ep. f Infrmaics, Universiy f Piraeus, Greece ep. f Infrmaics, Universiy f Piraeus, Greece ep. f Infrmaics, Universiy f Piraeus,

More information

Nelson Primary School Written Calculation Policy

Nelson Primary School Written Calculation Policy Addiin Fundain Y1 Y2 Children will engage in a wide variey f sngs, rhymes, games and aciviies. They will begin relae addiin cmbining w grups f bjecs. They will find ne mre han a given number. Cninue develp

More information

independenly fllwing square-r prcesses, he inuiive inerpreain f he sae variables is n clear, and smeimes i seems dicul nd admissible parameers fr whic

independenly fllwing square-r prcesses, he inuiive inerpreain f he sae variables is n clear, and smeimes i seems dicul nd admissible parameers fr whic A MONTE CARLO FILTERING APPROACH FOR ESTIMATING THE TERM STRUCTURE OF INTEREST RATES Akihik Takahashi 1 and Seish Sa 2 1 The Universiy f Tky, 3-8-1 Kmaba, Megur-ku, Tky 153-8914 Japan 2 The Insiue f Saisical

More information

Exponential Weighted Moving Average (EWMA) Chart Under The Assumption of Moderateness And Its 3 Control Limits

Exponential Weighted Moving Average (EWMA) Chart Under The Assumption of Moderateness And Its 3 Control Limits DOI: 0.545/mjis.07.5009 Exponenial Weighed Moving Average (EWMA) Char Under The Assumpion of Moderaeness And Is 3 Conrol Limis KALPESH S TAILOR Assisan Professor, Deparmen of Saisics, M. K. Bhavnagar Universiy,

More information

Index-based Most Similar Trajectory Search

Index-based Most Similar Trajectory Search Index-based Ms Similar rajecry Search Elias Frenzs, Ksas Grasias, Yannis hedridis Labrary f Infrmain Sysems eparmen f Infrmaics Universiy f Piraeus Hellas echnical Repr Series UNIPI-ISL-R-6- Nvember 6

More information

Thermal Analysis Validation for Different Design Tubes in a Heat Exchanger

Thermal Analysis Validation for Different Design Tubes in a Heat Exchanger Thermal Analysis Validain fr Differen Design Tubes in a Hea Exchanger Rshan. V. Marde, Ashk. J. Keche Deparmen f Mechanical Engineering, MIT, Aurangabad (M., India Aricle Inf Aricle hisry: Received 2 January

More information

Unit-I (Feedback amplifiers) Features of feedback amplifiers. Presentation by: S.Karthie, Lecturer/ECE SSN College of Engineering

Unit-I (Feedback amplifiers) Features of feedback amplifiers. Presentation by: S.Karthie, Lecturer/ECE SSN College of Engineering Uni-I Feedback ampliiers Feaures eedback ampliiers Presenain by: S.Karhie, Lecurer/ECE SSN Cllege Engineering OBJECTIVES T make he sudens undersand he eec negaive eedback n he llwing ampliier characerisics:

More information

A New Approach for Einstein s Theory of Relativity in the View of Absolute Theory

A New Approach for Einstein s Theory of Relativity in the View of Absolute Theory A New Apprach fr Einsein s Thery f Relaiiy in he View f Abslue Thery E i z N A K A Z A * Absrac This paper inrduces a new dimensin in discussing Einsein s hery f relaiiy frm he iewpin f abslue hery. The

More information

Physics 235 Chapter 2. Chapter 2 Newtonian Mechanics Single Particle

Physics 235 Chapter 2. Chapter 2 Newtonian Mechanics Single Particle Chaper 2 Newonian Mechanics Single Paricle In his Chaper we will review wha Newon s laws of mechanics ell us abou he moion of a single paricle. Newon s laws are only valid in suiable reference frames,

More information

ON THE COMPONENT DISTRIBUTION COEFFICIENTS AND SOME REGULARITIES OF THE CRYSTALLIZATION OF SOLID SOLUTION ALLOYS IN MULTICOMPONENT SYSTEMS*

ON THE COMPONENT DISTRIBUTION COEFFICIENTS AND SOME REGULARITIES OF THE CRYSTALLIZATION OF SOLID SOLUTION ALLOYS IN MULTICOMPONENT SYSTEMS* METL 006.-5.5.006, Hradec nad Mravicí ON THE OMPONENT DISTRIUTION OEFFIIENTS ND SOME REGULRITIES OF THE RYSTLLIZTION OF SOLID SOLUTION LLOYS IN MULTIOMPONENT SYSTEMS* Eugenij V.Sidrv a, M.V.Pikunv b, Jarmír.Drápala

More information

Numerical Dispersion

Numerical Dispersion eview of Linear Numerical Sabiliy Numerical Dispersion n he previous lecure, we considered he linear numerical sabiliy of boh advecion and diffusion erms when approimaed wih several spaial and emporal

More information

PHY305F Electronics Laboratory I. Section 2. AC Circuit Basics: Passive and Linear Components and Circuits. Basic Concepts

PHY305F Electronics Laboratory I. Section 2. AC Circuit Basics: Passive and Linear Components and Circuits. Basic Concepts PHY305F Elecrnics abrary I Secin ircui Basics: Passie and inear mpnens and ircuis Basic nceps lernaing curren () circui analysis deals wih (sinusidally) ime-arying curren and lage signals whse ime aerage

More information

51. Elektrijada, Kopaonik

51. Elektrijada, Kopaonik may 11. 51. Elekrijada Kpanik Tes in Physics 1. A mbile is frmed by suppring fur meal buerflies f equal mass m frm a sring f lengh L. The pins f suppr are evenly spaced a disance l apar as shwn in Figure

More information

Soccer Player Tracking across Uncalibrated Camera Streams

Soccer Player Tracking across Uncalibrated Camera Streams EEE nernainal rkshp n Visual Surveillance and erfrmance Evaluain f Tracking and Surveillance ETS 3 n cnjuncin wih V Ocber 3 Nice France. Sccer layer Tracking acrss Uncalibraed amera Sreams Jinman Kang

More information

CHAPTER 10 VALIDATION OF TEST WITH ARTIFICAL NEURAL NETWORK

CHAPTER 10 VALIDATION OF TEST WITH ARTIFICAL NEURAL NETWORK 175 CHAPTER 10 VALIDATION OF TEST WITH ARTIFICAL NEURAL NETWORK 10.1 INTRODUCTION Amongs he research work performed, he bes resuls of experimenal work are validaed wih Arificial Neural Nework. From he

More information

Lecture 4 Kinetics of a particle Part 3: Impulse and Momentum

Lecture 4 Kinetics of a particle Part 3: Impulse and Momentum MEE Engineering Mechanics II Lecure 4 Lecure 4 Kineics of a paricle Par 3: Impulse and Momenum Linear impulse and momenum Saring from he equaion of moion for a paricle of mass m which is subjeced o an

More information

ELEG 205 Fall Lecture #10. Mark Mirotznik, Ph.D. Professor The University of Delaware Tel: (302)

ELEG 205 Fall Lecture #10. Mark Mirotznik, Ph.D. Professor The University of Delaware Tel: (302) EEG 05 Fall 07 ecure #0 Mark Mirznik, Ph.D. Prfessr The Universiy f Delaware Tel: (3083-4 Email: mirzni@ece.udel.edu haper 7: apacirs and Inducrs The apacir Symbl Wha hey really lk like The apacir Wha

More information

A First Course on Kinetics and Reaction Engineering. Class 19 on Unit 18

A First Course on Kinetics and Reaction Engineering. Class 19 on Unit 18 A Firs ourse on Kineics and Reacion Engineering lass 19 on Uni 18 Par I - hemical Reacions Par II - hemical Reacion Kineics Where We re Going Par III - hemical Reacion Engineering A. Ideal Reacors B. Perfecly

More information

STATE-SPACE MODELLING. A mass balance across the tank gives:

STATE-SPACE MODELLING. A mass balance across the tank gives: B. Lennox and N.F. Thornhill, 9, Sae Space Modelling, IChemE Process Managemen and Conrol Subjec Group Newsleer STE-SPACE MODELLING Inroducion: Over he pas decade or so here has been an ever increasing

More information

Nature Neuroscience: doi: /nn Supplementary Figure 1. Spike-count autocorrelations in time.

Nature Neuroscience: doi: /nn Supplementary Figure 1. Spike-count autocorrelations in time. Supplemenary Figure 1 Spike-coun auocorrelaions in ime. Normalized auocorrelaion marices are shown for each area in a daase. The marix shows he mean correlaion of he spike coun in each ime bin wih he spike

More information

Big Crash of Basic Concepts of Physics of the 20 th Century?

Big Crash of Basic Concepts of Physics of the 20 th Century? Cllege Par, MD 013 PROCEEDINGS f he NPA 1 Big Crash f Basic Cnceps f Physics f he 0 h Cenury? Peer Šuja Hradesinsa 60, 10100 Prague, Czech Republic peer.suja@email.cz This paper analyzes he quaniies f

More information

WEEK-3 Recitation PHYS 131. of the projectile s velocity remains constant throughout the motion, since the acceleration a x

WEEK-3 Recitation PHYS 131. of the projectile s velocity remains constant throughout the motion, since the acceleration a x WEEK-3 Reciaion PHYS 131 Ch. 3: FOC 1, 3, 4, 6, 14. Problems 9, 37, 41 & 71 and Ch. 4: FOC 1, 3, 5, 8. Problems 3, 5 & 16. Feb 8, 018 Ch. 3: FOC 1, 3, 4, 6, 14. 1. (a) The horizonal componen of he projecile

More information

( ) ( ) if t = t. It must satisfy the identity. So, bulkiness of the unit impulse (hyper)function is equal to 1. The defining characteristic is

( ) ( ) if t = t. It must satisfy the identity. So, bulkiness of the unit impulse (hyper)function is equal to 1. The defining characteristic is UNIT IMPULSE RESPONSE, UNIT STEP RESPONSE, STABILITY. Uni impulse funcion (Dirac dela funcion, dela funcion) rigorously defined is no sricly a funcion, bu disribuion (or measure), precise reamen requires

More information

Development of a new metrological model for measuring of the water surface evaporation Tovmach L. Tovmach Yr. Abstract Introduction

Development of a new metrological model for measuring of the water surface evaporation Tovmach L. Tovmach Yr. Abstract Introduction Developmen of a new merological model for measuring of he waer surface evaporaion Tovmach L. Tovmach Yr. Sae Hydrological Insiue 23 Second Line, 199053 S. Peersburg, Russian Federaion Telephone (812) 323

More information

i-clicker Question lim Physics 123 Lecture 2 1 Dimensional Motion x 1 x 2 v is not constant in time v = v(t) acceleration lim Review:

i-clicker Question lim Physics 123 Lecture 2 1 Dimensional Motion x 1 x 2 v is not constant in time v = v(t) acceleration lim Review: Reiew: Physics 13 Lecure 1 Dimensinal Min Displacemen: Dx = x - x 1 (If Dx < 0, he displacemen ecr pins he lef.) Aerage elciy: (N he same as aerage speed) a slpe = a x x 1 1 Dx D x 1 x Crrecin: Calculus

More information

October 1962 THE IMPULSE RESPONSE FUNCTION AND SHIP MOTIONS. W.E. Cummins. Report 1661

October 1962 THE IMPULSE RESPONSE FUNCTION AND SHIP MOTIONS. W.E. Cummins. Report 1661 V393.R4 i Wwllfil IiUhl THE IMPULSE RESPONSE FUNCTION AND SHIP MOTIONS by W.E. Cummins This paper was presened a he Sympsium n Ship Thery a he Insiu flir Schiffbau der Universii Hamburg, 25-27 January

More information

Ramsey model. Rationale. Basic setup. A g A exogenous as in Solow. n L each period.

Ramsey model. Rationale. Basic setup. A g A exogenous as in Solow. n L each period. Ramsey mdel Rainale Prblem wih he Slw mdel: ad-hc assumpin f cnsan saving rae Will cnclusins f Slw mdel be alered if saving is endgenusly deermined by uiliy maximizain? Yes, bu we will learn a l abu cnsumpin/saving

More information

Small Combustion Chamber. Combustion chamber area ratio

Small Combustion Chamber. Combustion chamber area ratio Lsses & Real Effecs in Nzzles Flw divergence Nnunifrmiy p lss due hea addiin Viscus effecs bundary layers-drag bundary layer-shck ineracins Hea lsses Nzzle ersin (hra) Transiens Muliphase flw Real gas

More information

Module 4. Analysis of Statically Indeterminate Structures by the Direct Stiffness Method. Version 2 CE IIT, Kharagpur

Module 4. Analysis of Statically Indeterminate Structures by the Direct Stiffness Method. Version 2 CE IIT, Kharagpur Mdle Analysis f Saically Indeerminae Srcres by he Direc Siffness Mehd Versin CE IIT, Kharagr Lessn The Direc Siffness Mehd: Temerare Changes and Fabricain Errrs in Trss Analysis Versin CE IIT, Kharagr

More information

3 ) = 10(1-3t)e -3t A

3 ) = 10(1-3t)e -3t A haper 6, Sluin. d i ( e 6 e ) 0( - )e - A p i 0(-)e - e - 0( - )e -6 W haper 6, Sluin. w w (40)(80 (40)(0) ) ( ) w w w 0 0 80 60 kw haper 6, Sluin. i d 80 60 40x0 480 ma haper 6, Sluin 4. i (0) 6sin 4-0.7

More information

Crush Energy and Planar Impact Mechanics for Accident Reconstruction

Crush Energy and Planar Impact Mechanics for Accident Reconstruction 980025 Crush Energy and Planar Impact Mechanics for Accident Reconstruction R. Matthew Brach Failure Analysis Associates Lawrence Technological University Raymond M. Brach University of Notre Dame ABSTRACT

More information

The 37th International Physics Olympiad Singapore. Experimental Competition. Wednesday, 12 July, Sample Solution

The 37th International Physics Olympiad Singapore. Experimental Competition. Wednesday, 12 July, Sample Solution The 37h Inernainal Physics Olypiad Singapre Experienal Cpeiin Wednesday, July, 006 Saple Sluin Par a A skech f he experienal seup (n required) Receiver Raing able Gnieer Fixed ar Bea splier Gnieer Mvable

More information

Convex Stochastic Duality and the Biting Lemma

Convex Stochastic Duality and the Biting Lemma Jurnal f Cnvex Analysis Vlume 9 (2002), N. 1, 237 244 Cnvex Schasic Dualiy and he Biing Lemma Igr V. Evsigneev Schl f Ecnmic Sudies, Universiy f Mancheser, Oxfrd Rad, Mancheser, M13 9PL, UK igr.evsigneev@man.ac.uk

More information

The Buck Resonant Converter

The Buck Resonant Converter EE646 Pwer Elecrnics Chaper 6 ecure Dr. Sam Abdel-Rahman The Buck Resnan Cnverer Replacg he swich by he resnan-ype swich, ba a quasi-resnan PWM buck cnverer can be shwn ha here are fur mdes f pera under

More information

Numerical solution of some types of fractional optimal control problems

Numerical solution of some types of fractional optimal control problems Numerical Analysis and Scienific mpuing Preprin Seria Numerical sluin f sme ypes f fracinal pimal cnrl prblems N.H. Sweilam T.M. Al-Ajmi R.H.W. Hppe Preprin #23 Deparmen f Mahemaics Universiy f Husn Nvember

More information

Answers: ( HKMO Heat Events) Created by: Mr. Francis Hung Last updated: 21 September 2018

Answers: ( HKMO Heat Events) Created by: Mr. Francis Hung Last updated: 21 September 2018 nswers: (009-0 HKMO Hea Evens) reaed by: Mr. Francis Hung Las updaed: Sepember 08 09-0 Individual 6 7 7 0 Spare 8 9 0 08 09-0 8 0 0.8 Spare Grup 6 0000 7 09 8 00 9 0 0 Individual Evens I In hw many pssible

More information

CHAPTER 2 Describing Motion: Kinematics in One Dimension

CHAPTER 2 Describing Motion: Kinematics in One Dimension CHAPTER Decribing Min: Kinemaic in One Dimenin hp://www.phyicclarm.cm/cla/dkin/dkintoc.hml Reference Frame and Diplacemen Average Velciy Inananeu Velciy Accelerain Min a Cnan Accelerain Slving Prblem Falling

More information

On the Resistance of an Infinite Square Network of Identical Resistors (Theoretical and Experimental Comparison)

On the Resistance of an Infinite Square Network of Identical Resistors (Theoretical and Experimental Comparison) On he esisance f an Infinie Square Newrk f Idenical esisrs (Thereical and Experimenal Cmparisn) J. H. Asad, A. Sakai,. S. Hiawi and J. M. Khalifeh Deparmen f Phsics, Universi f Jrdan, Amman-1194, Jrdan.

More information

KINEMATICS IN ONE DIMENSION

KINEMATICS IN ONE DIMENSION KINEMATICS IN ONE DIMENSION PREVIEW Kinemaics is he sudy of how hings move how far (disance and displacemen), how fas (speed and velociy), and how fas ha how fas changes (acceleraion). We say ha an objec

More information

23.2. Representing Periodic Functions by Fourier Series. Introduction. Prerequisites. Learning Outcomes

23.2. Representing Periodic Functions by Fourier Series. Introduction. Prerequisites. Learning Outcomes Represening Periodic Funcions by Fourier Series 3. Inroducion In his Secion we show how a periodic funcion can be expressed as a series of sines and cosines. We begin by obaining some sandard inegrals

More information

Linear Time-invariant systems, Convolution, and Cross-correlation

Linear Time-invariant systems, Convolution, and Cross-correlation Linear Time-invarian sysems, Convoluion, and Cross-correlaion (1) Linear Time-invarian (LTI) sysem A sysem akes in an inpu funcion and reurns an oupu funcion. x() T y() Inpu Sysem Oupu y() = T[x()] An

More information

Analytical Report for

Analytical Report for Analyical Repr fr arh Daa, nc Cerificae f Analysis.: 308225 Prjec Manager: Andrew Bullen Prjec ame : Cheser River Hspial Cener Prjec Lcain: Cheserwn, MD Prjec D : 278 Augus 29, 203 Phase Separain Science,

More information

Tom BLASINGAME Texas A&M U. Slide 1

Tom BLASINGAME Texas A&M U. Slide 1 Fundamenal Fl Lecure 7 The Diffusiviy Equain fr Mulihase Fl Slide 1 Fundamenal Fl Lecure 7 The Diffusiviy Equain fr Mulihase Fl Slide Fundamenal Fl Lecure 7 The Diffusiviy Equain fr Mulihase Fl Slide 3

More information

Constant Acceleration

Constant Acceleration Objecive Consan Acceleraion To deermine he acceleraion of objecs moving along a sraigh line wih consan acceleraion. Inroducion The posiion y of a paricle moving along a sraigh line wih a consan acceleraion

More information

Practical Considerations when Estimating in the Presence of Autocorrelation

Practical Considerations when Estimating in the Presence of Autocorrelation CS-BIGS (): -7 008 CS-BIGS hp://www.benley.edu/csbigs/vl-/jaggia.pdf Pracical Cnsiderains when Esimaing in he Presence f Aucrrelain Sanjiv Jaggia Orfalea Cllege f Business, Cal Ply, USA Alisn Kelly-Hawke

More information

On Multicomponent System Reliability with Microshocks - Microdamages Type of Components Interaction

On Multicomponent System Reliability with Microshocks - Microdamages Type of Components Interaction On Mulicomponen Sysem Reliabiliy wih Microshocks - Microdamages Type of Componens Ineracion Jerzy K. Filus, and Lidia Z. Filus Absrac Consider a wo componen parallel sysem. The defined new sochasic dependences

More information