REFINED CALCULATION AND SIMULATION SYSTEM OF LOCAL LARGE DEFORMATION FOR ACCIDENT VEHICLE

Size: px
Start display at page:

Download "REFINED CALCULATION AND SIMULATION SYSTEM OF LOCAL LARGE DEFORMATION FOR ACCIDENT VEHICLE"

Transcription

1 REFINED CALCULATION AND SIMULATION SYSTEM OF LOCAL LARGE DEFORMATION FOR ACCIDENT VEHICLE WagFag Yua Lctur of Autoobl Egrg, School of Autoobl, Chag a Uvrsty, X a, Cha, -al: autoyuaz@63.co Lag W Profssor of Autoobl Egrg, School of Autoobl, Chag a Uvrsty, X a, Cha, -al: qch_@chd.du.c ChuJu Yu Rsarchr, Traffc Maagt Rsarch Isttut of th Mstry of Publc Scurty, Wux, Cha, -al: Yucj23@yahoo.c Tao Ch Assocat Profssor of Autoobl Egrg, School of Autoobl, Chag a Uvrsty, X a, Cha, -al: chtao@chd.du.c. Subttd to th 3 rd Itratoal Cofrc o Road Safty ad Sulato, Sptbr 4-6, 20, Idaapols, USA ABSTRACT Dtrg th collso spd s th ky to rcostruct vhcl crash accdt ad aalyz th accdt org. Th prst papr as to dtfy th procss of vhcl crash ad th local larg dforato for accdt vhcl. Basd o th collctd typcal accdt cass of th vhcl crash, w dvd local larg dforato to sh usg hxahdral sh grato algorth ad t od curvd dg ttrahdral lt. Basd o th sh chart of collso dforato rgy of ft lt thory, th rlatoshp btw vhcl collso spd ad body dforato was aalyzd quattatvly. Cobd wth th corrlato btw collso spd ad rsdual body dforato, th quvalt spd loss was obtad. Th odl of th pact forc ad stataous spd for ach shg cll was cratd usg vhcl dyacs odl, lastc chacs. Accordg to th aalyss for vhcl crash accdt, th accurat valus of spd ad drcto of th vhcl bfor th accdt occurs hav b calculatd. Ths study provdd a thortcal foudato for accdt aalyss ad dtfcato. Accordg to th calculato odl of th pact forc ad stataous spd, w buld th aalyss ad rcostructo syst of vhcl-fxty crash accdts o VC++ platfor.th rfd calculato ad sulato syst has b appld to aalyz th actual vhcl-fxty crash accdt o

2 Xag Wstr Road X a. Ths syst s a portat copot aalyss ad rcostructo syst of traffc accdts, whch ca rch th aalyss of traffc accdts. Kywords: ft lt thod, local larg dforato, rfd calculato. INTRODUCTION I rct yars, th accdt rcostructos tchology provdd advacd as for accdt aalyss. Through th coparso btw th dforato photo of actual accdt ad databas photo, th stat spd bfor crash ca b obtad. It s th ky to dtr th stat spd for accdt rcostructo ad th aalyss of accdt causs. Th coo thods ar thortcal calculato (ktc rgy, otu thor, tc) ad xprcal judgt usg tools. If th rgy absorbd by vhcl dforato was gott, t wll b hlpful for th calculato of spd. Th stadard of th Mstry of Publc Scurty GA/T provd th rlatoshp btw spd ad dforato dpth. I th 970s ad 80s, th atoal hghway traffc safty adstrato approvd that thr s a lar rlatoshp btw crash spd ad rsdual dforato fro 80 ts of vhcl crash tst. Th aalyss of spd bfor accdt s achvd through vrtual frotal crash tst of ft lt odl Shagha Jao Tog Uvrsty. Th odl of th spd bfor crash ad dforato dpth was stablshd through 30 ts of sulato aalyss ad calculato Dala Uvrsty of Tchology. Most studsaalyzd th spd usg rgdty coffct. Ths rsarch rsults ar cofd to a fw collso fors ad practcal accdt whch s slar to tst. Bcaus th vhcl typs ad collso ways of accdt ar vard, ths study dvds local larg dforato to sh usg ft lt thod. Cobd wth th coo pot of varous dforatos, ths study bulds rfd calculato odl of th stataous spd ad pact ara usg vhcl dyacs odl, ktc rgy thor, otu thor ad lastc chacs, wh collso occurs. Th ft lt thod ca cosdr lastcoplastc dforato of th vhcl ad collso objcts, so that hac th accuracy of accdt rcostructo. I th procss of th aalyss for vhcl crash accdt, ths study got th spd valu ad drcto of th vhcl bfor th accdt occurs basd o paralll coputg of ft lt thod, whch hav hghr coputatoal accuracy. Thrfor, ths study ca provd sctfc thortcal foudato for accdt aalyss ad dtfcato. Basd o collctg th typcal accdt cass rlatd to th vhcl crash, ths study buld rfd calculato ad sulato syst of local larg dforato for accdt vhcl usg vhcl dyacs odl, lastc chacs ad ft lt thod. STRUCTURE AND CHARACTERISTIC OF VEHICLE DEFORMATION Accordg to rsarch stuato at ho ad abroad, ths study rsarch o th structur charactrstc of collso posto bfor accdt happd ad th dforato charactrstc aftr crash at frst. Through collctg th accdt cass, w collct th structur ad charactrstc of th a accdt typs, whch clud frot profl rar posto, structur charactrstc ad atral of ay typs(cars, buss, ad trucks). Through usg hadhld postog 3d lasr scar EXASCAN, w ca sca th dforato charactrstc of th vhcl, th xtract rlvat forato whch clud th dforato posto axu 2

3 dforato dpth ad dforato wdth. Thrfor, ths study bult th coputato od of local larg dforato for accdt vhcl basd o ft lt. MESH GENERATION OF VEHICLE DEFORMATION AREA Ft-lt Aalyss Procss of Dforato Ara Th basc da of ft lt thod s that dsprs cotuous ara to assbly of th uts whch s ltd ad coctd togthr. Bcaus th ut ca b cobd by dffrt ways, ad th shaps of th uts ar dffrt, th coplcatd solvg doa of gotry shap ca b odld. Furthror, wh th ut s sall ough, ad th sh s clos ough, th approxato rror wll b gradually covrgc as shs ar rfg, so that calculato accuracy ca also b fully guaratd. Th soluto of statc olar probl ca b gott by showg ad calculatg stady-stat codto. Ths thod s appld to th cott of ft dffrc, whch s ad dyac rlas of statc olar probl. Th dforato of vhcl crash s a larg thr-dsoal probl, ad th soluto s gott by usg a dyac sch. Th showg progra provds th vald soluto of crash probl. Th stps of th thod ar as follows (usg approxato prcpl): Stp : Dvdg th o-dvdual body to ft lt usg agary ls ad facs. Stp 2: Suppos that ths ut ar coctd by dscrt pots whch l boudary ad r. Stp 3: Df th dsplact stat th r ad boudary of ft ut by slctg th fucto basd o od dsplact. Stp 4: Accordg to dsplact fucto of od dsplact, ths study dtrs th strss stat th r of ut, ths stra ad th rlatoshp of prary stra ad atral. Stp 5: Dtr varous forcs clud forc whch focus o od, ufor boudary strss ad dscrtoary dstrbutg load. Th grato algorth of hxahdro sh Accordg to th shap ad physcal charactrstc of th odl, w cut th solvd ara to so trlkag uts ad aalyz th strss ad dforato of th ut, ad th solv for algbra quato. Sc th surfacs of vhcl body ar curvd orally, w dvd th ara to sh bfor ad aftr dforg. Ths study covrts ttrahdro ut of t ods to hxahdro sh (Fgur ). Th stps of th shg algorth ar as follows: Stp : Covrt th aalyss fld to ttrahdro ut of t ods (TET 0 for short). Ths study xtracts charactrstc pot fro vhcl dforato ara usg lasr scar, th th ttrahdro shs ar gratd. Stp 2: Judg that th bordr of vry TEN0 ut s curvg or ot. It d to judg that th ddl coordat (M) of th l AB ad th ddl coordat (E) of ut bordr ar qual or ot (Fgur 2). If th coordats ar qual, AB s a straght bordr. Othrws, AB s a curv. 3

4 A M B Fgur Ttrahdro ut of t ods Fgur 2 Judgg that bordrs ar curvg Stp 3: Calculat th ctr of th four tragls vry TET 0 ut, th ctrs ar P ABC, P ABD, P BCD, P ACD. Stp 4: Judg that vry surfac of TEN0 uts hav curvg bordr or ot. If curvg bordr xsts, th surfac s curvg fac. Ths study appd th ctr of th four tragls th ut surfac to th curvg fac usg shap fucto of tragl whch has ad 6 ods ad curvg bordr. Th appd thod s as follows: = N x + N x + N x + N x + N x N x () xw A 2 B 3 D 4 E 5 I + 6 H yw N ya + N2 yb + N3yD + N4 ye + N5yI + N6 yh zw N z A + N 2zB + N3zD + N 4zE + N5zI + N 6zH = (2) = (3) Th dfto th shap fucto N ( =,,6) s: N L ( 2L ), =,2,3 (4) = 4 4L L2 N = (5) N 5 = 4L2L3 (6) N 6 = 4L L3 (7) Stp 5: Calculat th ctr of ttrahdro ut whch has straght bordr, th O pot s gott. Stp 6: Judg that vry surfac of TEN0 uts hav curvg bordr or ot. If curvg bordr xsts, ths study appd th pot O to a w posto usg shap fucto of ttrahdro ut of t ods whch has curvg bordr. Th appg thod s slar to th appg of curvg fac, bcaus th warpg of hxahdro ut s sallst through coctg th appg pot to othr rlvat pot. Stp 7: Dvd vry TEN0 ut to four hxahdro uts through coctg pot O to othr rlvat pot. Stp 8: Elat rpatd ods ad ubr th uts ad ods rwdly. CALCULATION MODEL OF IMPACT FORCE AND INSTANTANEOUS SPEED Calculato Modl of Ipact Forc Accordg to th basc thory of ft lt thod, th procss of ft lt aalyss whch dals wth th cotuu s as follows: ()Dvd th cotuu to ft uts, whch ca b dscrbd by ft varabls. 4

5 (2)Accordg to th rul of stadard dscrt syst, ths uts ar cobd, th th soluto of th whol syst ca b achvd. Suppos that th ubrs of th ods s th typcal ut. Accordg to th od dsplact, dstrbutg loads ad prary stra, w ca gt th forc whch brgs prssur to bar o th od uquly. Suppos that th bhavor of ut s lar lastcty, th forc s quato (8) whr f p s th od forc whch balacs th dstrbutg loads, f ε s th od forc whch 0 a balacs th prary stra, u a = a2, a = ar od dsplact. K s rgdty atrx. a v 3 q = K a + f p + f ε 0 (8) I ordr to gt a whol soluto, t ust b satsfd wth th haroy of th dsplact ad th balac of forc, so th forc whch brgs prssur to bar o od s quato (9). r = = q = = = ( K ) a + ( K ) a +... f (9) 2 Equato (9) oly as at th od whch s cojot to od. If w cob all th quatos, th syst quato ca b gott, such as quato (0), whr K ad f ar quato ().. Ka = r f (0) K j = K j = () f = f = Accordg to th procss of ft lt aalyss of cotuu, ths study calculats th pact forc bfor body dforg of accdt vhcl rlyg o th charactrstc data of dforato. Calculato Modl of Istataous Spd Basd o th sh chart of collso dforato rgy of th ft lt thory, ths study quattatvly aalyzs th rlatoshp btw vhcl collso spd ad body dforato. Th sh chart of collso dforato rgy dvds th body to ay aras, ad th absorbd rgy valu of vry dforato ara s calculatd aftr th crash. Wh coparg th actual dforato of a crash vhcl wth th valus th sh chart, th valu of th ara btw th dforato curv ad vhcl cotour l s th absorbd rgy bcaus of vhcl crushg shrkag. Itally, hypothss ar as follows:.th dforato dgrs of all aras ar sa th tr wdth vrtcal drcto; 2.Th frcto btw cars ad groud s glctd th procss of collso; 3.Th lastcty rstor s glctd aftr crashg. Th calculato forula of cocluso dforato s quato (2) whr f s collso forc of body wdth, c s dforato dpth, w s th body wdth, E s th absorbd rgy. Ths 2 = 5

6 quato shows th rgy wh th dforato wdth s fro w to dpth s fro c to c. E w c w c w, ad th dforato = fdcdw( =,2...) (2) Cobd wth th lar rlatoshp btw collso spd ad rsdual body dforato, th quvalt spd loss s obtad wh th apltud of body dforato s fro w ad c to w ad c, whr a ad b ar rgdty coffcts. 2 w w 2 2 v = [ ac + b] [ ac + b] ( =,2...) (3) w Through quato (2) ad quato (3), th calculato odl of stat dsplacts ca b stablshd. Cobd wth vhcl dyacs odl whch cluds tr odl thory, ths study costructs th rfd calculato ad sulato rcostructo of th vhcl-fxty crash accdt. Ths study bulds th databass of accdt vhcl dforato usg th thod of xtractg ad aalyzg th data. Through cobg wth th rfd calculato ad sulato rcostructo of th vhcl-fxty crash accdt, ths study dvlops th aalyss ad rcostructo syst of vhcl-fxty crash accdts o th Vsual C++6.0 dvlopt platfor. APPLICATION CASE OF THE SYSTEM If w would us aalyss ad rcostructo syst of vhcl-fxty crash accdts, so paratrs should b gott fro accdt spot, such as th spcs ad shaps of fxty collso posto ad fal stop collso collso trac posto groud brak prtg ad a structural paratrs. Th, th collso spd groud coordat syst th spd bfor accdts happ ad ovt codto th procss of accdt ca b calculatd. I xaato of a vhcl-fxty crash accdt that occurrd o Xag Wstr Road X a, ths study aalyss th actual cas usg th aalyss ad rcostructo syst of vhclfxty crash accdts. I ths accdt, a Jtta FV760CIX/CNG car colldd wth lapposts ad trs. Accordgly, ths accdt s a typcal vhcl-fxty crash accdt. Usg th syst, th rlvat data ad accdt procss bfor ad aftr th crash ca b obtad through aalyss, th rsults of whch wll dtfy th raso for ad procss of th vhcl-fxty crash. Th data gathrd th spot was put to th aalyss ad rcostructo syst of vhclfxty crash accdts. Th data clud th spcs ad shaps of fxty, collso posto ad fal stop collso, collso trac posto, groud brak prtg ad th a structural paratrs. As dsplayd Fgur 3, th spd bfor th vhcl-fxty crash ad th spd wh th drvr bgs to brak wr rad. Th, th brf troducto of accdt procss(fgur 4) ca b gott. 6

7 Fgur 3 Calculato procss ad rsult Fgur 4 Brf troducto of accdt procss Accordg to th spot dagra ad databas, th raso, procss ad rsult of th accdt ca b dscrbd, so that th accdt ca b accuratly dtfd. A slar accdt ca b calculatd ad rcostructd usg th aalyss ad rcostructo syst of vhcl-fxty crash accdts. CONCLUSIONS At frst, ths study rsarchd o th xtractg thod of structur charactrstc of collso posto bfor accdt happd ad th dforato charactrstc aftr crash.through th ft-lt aalyss procss of dforato ara, ths study shd th dforato ara, usg th grato algorth of hxahdro sh. Accordg to th basc thory of ft lt thod, ths study bult calculato odl of pact forc ad stataous spd. Thrfor, ths study costructd th rfd calculato ad sulato rcostructo of th 7

8 vhcl-fxty crash accdt. Ths study dvlopd th aalyss ad rcostructo syst of vhcl-fxty crash accdts o th Vsual C++6.0 dvlopt platfor. Through aalyss of th actual cas, ths study obtas data ad th spot dagra of th accdt, achvg a succssful applcato of th syst ACKNOWLEDGEMENTS Th projct s supportd by atoal scc ad tchology supportg progra of Cha (NO. 2009BAG3A07). REFERENCES Clff, Wlla E., ad Motgory, Drcy T. (996). Valdato of PC-Crash Motu-basd Accdt Rcostructo. Accdt Rcostructo Tchology ad Aato VI, 50, 0. H, Hogyu, Fg, Hao. (2009). Spd aalyss th accdt of vhcl barrr crash. Chs Joural of Forsc Sccs, 5, W, Lag. (999). A aalyss of vhcl dyac sulatg tr odl usd collsos accdts. Joural of X a Hghway Uvrsty, 9 (), W, Lag, Ch, Ygsa, t al. (2000). A study o sulato odl for car-to-car crash ad thr scod pact traffc accdts. Autootv Egrg, 22(), W, Lag, Ch, Tao, Yu, Qag. (2003). Thr-dsoal vhcl dyacs odl for road traffc accdt sulato ad rcostructo. Joural of Traffc ad Trasportato Egrg, 3(3), Zhag Xaoyu, J Xalog, Zhag Shu. (2004). Applcato prspctv of ft lt thod to traffc accdt rcostructo. Trasacto of th Chs socty for Agrcultural Machry, 35(6), Zhag Xaoyu, J Xalog, Q Wguo, t al. (2008). Vhcl crash accdt rcostructo basd o th aalyss 3D dforato of th auto-body. Advacs grg softwar, 39(6), L. Artxabalta, J. Aurrkotxa, G. Castllo, M. Matos, I. Urrutbascoa.(2008). Iso-stra rat atral bhavour curvs appld to th ft lt pact sulato. Proprty odlg, 27(), Byug-Jug Park, Doqu Lord. (2009). Applcato of ft xtur odls for vhcl crash data aalyss. Accdt Aalyss ad Prvto, 4(4), Cha-Yug J, Yuh-Shou Ta. (200). Dforato bhavor of a stffd pal subjctd to udrwatr shock loadg usg th o-lar ft lt thod. Matrals & Dsg, 3(),

DEVELOPMENT OF MODEL FOR RUNNING DIESEL ENGINE ON RAPESEED OIL FUEL AND ITS BLENDS WITH FOSSIL DIESEL FUEL

DEVELOPMENT OF MODEL FOR RUNNING DIESEL ENGINE ON RAPESEED OIL FUEL AND ITS BLENDS WITH FOSSIL DIESEL FUEL ENGINEERING FOR RURAL DEVELOPMENT Jlgava, 3.-4.5.3. DEVELOPMENT OF MODEL FOR RUNNING DIESEL ENGINE ON RAPESEED OIL FUEL AND ITS BLENDS WITH FOSSIL DIESEL FUEL Ilmars Dukuls, Avars Brkavs Latva Uvrsty of

More information

Finite Dimensional Vector Spaces.

Finite Dimensional Vector Spaces. Lctur 5. Ft Dmsoal Vctor Spacs. To b rad to th musc of th group Spac by D.Maruay DEFINITION OF A LINEAR SPACE Dfto: a vctor spac s a st R togthr wth a oprato calld vctor addto ad aothr oprato calld scalar

More information

Online Insurance Consumer Targeting and Lifetime Value Evaluation - A Mathematics and Data Mining Approach

Online Insurance Consumer Targeting and Lifetime Value Evaluation - A Mathematics and Data Mining Approach Ol Isurac Cosumr Targtg ad Lftm Valu Evaluato - A Mathmatcs ad Data Mg Approach Yuaya L,2, Gal Cook 3 ad Olvr Wrford 3 Rvr ad Harbor Dpartmt, Najg Hydraulc Rsarch Isttut, Najg, 224, 2 Ky Laboratory of

More information

Initial inventory levels for a book publishing firm

Initial inventory levels for a book publishing firm Mőhlytaulmáy Vállalatgazdaságta Itézt 93 Budapst, Fıvám tér 8. (+36 ) 482-5566, Fax: 482-5567 www.u-crvus.hu/vallgazd Ital vtry lvls fr a b publshg frm Imr Dbs Ágs Wmmr 23. sz. Mőhlytaulmáy HU ISSN 786-33

More information

REVISTA INVESTIGACIÓN OPERACIONAL VOL., 32, NO. 2, 93-106, 2011

REVISTA INVESTIGACIÓN OPERACIONAL VOL., 32, NO. 2, 93-106, 2011 REVISA IVESIGACIÓ OPERACIOAL VOL., 3, O., 93-6, A IEGRAED IVEORY POLICY WIH DEERIORAIO FOR A SIGLE VEDOR AD MULIPLE BUYERS I SUPPLY CHAI WHE DEMAD IS QUADRAIC ta H. Shah,Ajay S. Gor ad Chta Jhavr Dpartmt

More information

ENGINEERING COMPUTATION BY ARTIFICIAL NEURAL NETWORKS. Explaining Neural Networks

ENGINEERING COMPUTATION BY ARTIFICIAL NEURAL NETWORKS. Explaining Neural Networks SRK oaz Poltcha Pozaa Ittut Mcha Stooa ul. Potroo 3, 6-965 Poza EGIEERIG COMPUAIO BY ARIFICIA EURA EWORKS Eplag ural tor ural tor ar copod o pl lt opratg paralll. h lt ar prd b bologcal rvou t. A atur,

More information

Traffic Flow Analysis (2)

Traffic Flow Analysis (2) Traffic Flow Analysis () Statistical Proprtis. Flow rat distributions. Hadway distributions. Spd distributions by Dr. Gang-Ln Chang, Profssor Dirctor of Traffic safty and Oprations Lab. Univrsity of Maryland,

More information

TIME VALUE OF MONEY: APPLICATION AND RATIONALITY- AN APPROACH USING DIFFERENTIAL EQUATIONS AND DEFINITE INTEGRALS

TIME VALUE OF MONEY: APPLICATION AND RATIONALITY- AN APPROACH USING DIFFERENTIAL EQUATIONS AND DEFINITE INTEGRALS MPRA Muich Prsoal RPEc Archiv TIME VALUE OF MONEY: APPLICATION AND RATIONALITY- AN APPROACH USING DIFFERENTIAL EQUATIONS AND DEFINITE INTEGRALS Mahbub Parvz Daffodil Itratioal Uivrsy 6. Dcmbr 26 Oli at

More information

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power Prim numbrs W giv spcial nams to numbrs dpnding on how many factors thy hav. A prim numbr has xactly two factors: itslf and 1. A composit numbr has mor than two factors. 1 is a spcial numbr nithr prim

More information

Learning & Development

Learning & Development Larg & Dvlopmt Offrg ad Proc Updat Octobr 29th, 2012 Roara Torra, L&D Global Soluto Archtct Copyrght 2012 E. I. du Pot d Nmour ad Compay. All rght rrvd. Th DuPot Oval Logo, DuPot, Th mracl of cc ad all

More information

Life Analysis for the Main bearing of Aircraft Engines

Life Analysis for the Main bearing of Aircraft Engines f Analyss for th Man barng of Arcraft Engns Png n a, Xaolng Zhang a, png H a, anglang Dng a a School of Mchancs, Elctronc, and Industral Engnrng, Unvrsty of Elctronc Scnc and Tchnology of Chna, Chngdu,

More information

Evaluating Direct Marketing Practices On the Internet via the Fuzzy Cognitive Mapping Method

Evaluating Direct Marketing Practices On the Internet via the Fuzzy Cognitive Mapping Method Itratoal Joural of Busss ad Maagmt Dcmbr, 28 Evaluatg Drct Marktg Practcs O th Itrt va th Fuzzy Cogtv Mappg Mthod Slcuk Burak Hasloglu (Corrspodg author) Dpartmt of Marktg, Faculty of Ecoomc ad Admstratv

More information

Numerical and Experimental Study on Nugget Formation in Resistance Spot Welding for High Strength Steel Sheets in Automobile Bodies

Numerical and Experimental Study on Nugget Formation in Resistance Spot Welding for High Strength Steel Sheets in Automobile Bodies rasactios of JWRI, ol.38 (9), No. rasactios of JWRI, ol.38 (9), No. Numrical ad Exprimtal Study o Nuggt Formatio i Rsistac Spot Wldig for High Strgth Stl Shts i Automobil Bodis MA Nishu* ad MURAKAWA Hidkazu**

More information

IDENTIFICATION OF THE DYNAMICS OF THE GOOGLE S RANKING ALGORITHM. A. Khaki Sedigh, Mehdi Roudaki

IDENTIFICATION OF THE DYNAMICS OF THE GOOGLE S RANKING ALGORITHM. A. Khaki Sedigh, Mehdi Roudaki IDENIFICAION OF HE DYNAMICS OF HE GOOGLE S RANKING ALGORIHM A. Khak Sedgh, Mehd Roudak Cotrol Dvso, Departmet of Electrcal Egeerg, K.N.oos Uversty of echology P. O. Box: 16315-1355, ehra, Ira sedgh@eetd.ktu.ac.r,

More information

A Study of Unrelated Parallel-Machine Scheduling with Deteriorating Maintenance Activities to Minimize the Total Completion Time

A Study of Unrelated Parallel-Machine Scheduling with Deteriorating Maintenance Activities to Minimize the Total Completion Time Joural of Na Ka, Vol. 0, No., pp.5-9 (20) 5 A Study of Urelated Parallel-Mache Schedulg wth Deteroratg Mateace Actvtes to Mze the Total Copleto Te Suh-Jeq Yag, Ja-Yuar Guo, Hs-Tao Lee Departet of Idustral

More information

Venture Capital Financing : A Theoretical Model

Venture Capital Financing : A Theoretical Model Joural of Appld Busss ad Eoos Vtur Captal Fag : A Thortal odl odhr Chrf Uvrsty of Rs O-LAE Saa Elouar SG Souss Ths papr vstgats vtur aptal fag a vrot whr a aagr fas a prft aptal arkt ad a vtur aptalst

More information

A Fuzzy Inventory System with Deteriorating Items under Supplier Credits Linked to Ordering Quantity

A Fuzzy Inventory System with Deteriorating Items under Supplier Credits Linked to Ordering Quantity JOURNAL OF INFORMAION SCIENCE AND ENGINEERING 6, 3-53 () A Fuzzy Ivtory Syst with Dtrioratig Its udr Supplir Crdits Likd to Ordrig Quatity LIANG-YUH OUYANG, JINN-SAIR ENG AND MEI-CHUAN CHENG 3 Dpartt of

More information

QUANTITATIVE METHODS CLASSES WEEK SEVEN

QUANTITATIVE METHODS CLASSES WEEK SEVEN QUANTITATIVE METHODS CLASSES WEEK SEVEN Th rgrssion modls studid in prvious classs assum that th rspons variabl is quantitativ. Oftn, howvr, w wish to study social procsss that lad to two diffrnt outcoms.

More information

STATISTICAL PROPERTIES OF LEAST SQUARES ESTIMATORS. x, where. = y - ˆ " 1

STATISTICAL PROPERTIES OF LEAST SQUARES ESTIMATORS. x, where. = y - ˆ  1 STATISTICAL PROPERTIES OF LEAST SQUARES ESTIMATORS Recall Assumpto E(Y x) η 0 + η x (lear codtoal mea fucto) Data (x, y ), (x 2, y 2 ),, (x, y ) Least squares estmator ˆ E (Y x) ˆ " 0 + ˆ " x, where ˆ

More information

Study on prediction of network security situation based on fuzzy neutral network

Study on prediction of network security situation based on fuzzy neutral network Avalable ole www.ocpr.com Joural of Chemcal ad Pharmaceutcal Research, 04, 6(6):00-06 Research Artcle ISS : 0975-7384 CODE(USA) : JCPRC5 Study o predcto of etwork securty stuato based o fuzzy eutral etwork

More information

Evaluating Microsoft Hyper-V Live Migration Performance Using IBM System x3650 M3 and IBM N series N5600

Evaluating Microsoft Hyper-V Live Migration Performance Using IBM System x3650 M3 and IBM N series N5600 Lv Mgrato of Workloads o 10GbE vs. 1GbE Ntworks Ju 2011 Evaluatg Mcrosoft Hypr-V Lv Mgrato Prformac Usg IBM Systm x3650 M3 ad IBM N srs N5600 Kt R. Swal IBM Systms ad Tchology Group W Lu NtApp Bra Johso

More information

Protecting E-Commerce Systems From Online Fraud

Protecting E-Commerce Systems From Online Fraud Protctng E-Commrc Systms From Onln Fraud Frst Author P.PhanAlkhya Studnt, Dpartmnt of Computr Scnc and Engnrng, QIS Collg of Engnrng & Tchnology, ongol, Andhra Pradsh, Inda. Scond Author Sk.Mahaboob Basha

More information

Modern Portfolio Theory (MPT) Statistics

Modern Portfolio Theory (MPT) Statistics Modrn Portfolo Thory (MPT) Statstcs Mornngstar Mthodology Papr Novmr 30, 007 007 Mornngstar, Inc. All rghts rsrvd. Th nformaton n ths documnt s th proprty of Mornngstar, Inc. Rproducton or transcrpton

More information

PRACTICAL ADVANTAGES OF USING THE MECHANICS OF CONTINUUM TO ANALYSE DEFORMATIONS OBTAINED FROM GEODETIC SURVEY

PRACTICAL ADVANTAGES OF USING THE MECHANICS OF CONTINUUM TO ANALYSE DEFORMATIONS OBTAINED FROM GEODETIC SURVEY PRACTICAL ADVANTAGES OF USING THE MECHANICS OF CONTINUUM TO ANALYSE DEFORMATIONS OBTAINED FROM GEODETIC SURVEY Mlan TALICH Rsarch Insttut of Godsy, Topography and Cartography, Zdby 98, CZ-5 66, Czch Rpublc

More information

Preprocess a planar map S. Given a query point p, report the face of S containing p. Goal: O(n)-size data structure that enables O(log n) query time.

Preprocess a planar map S. Given a query point p, report the face of S containing p. Goal: O(n)-size data structure that enables O(log n) query time. Computatoal Geometry Chapter 6 Pot Locato 1 Problem Defto Preprocess a plaar map S. Gve a query pot p, report the face of S cotag p. S Goal: O()-sze data structure that eables O(log ) query tme. C p E

More information

NEURAL DATA ENVELOPMENT ANALYSIS: A SIMULATION

NEURAL DATA ENVELOPMENT ANALYSIS: A SIMULATION Itratoal Joural f Idustral grg v... 4-4 4 NURAL ATA NVLPMNT ANALYSIS: A SIMULATIN Luz Bod Nto Marcos Prra stllta Ls la Goçalvs Goms João Carlos Corra Batsta Soars d Mllo 3 Fabao S. lvra. d g. ltrôca Tlcomucaçõs

More information

Sharp bounds for Sándor mean in terms of arithmetic, geometric and harmonic means

Sharp bounds for Sándor mean in terms of arithmetic, geometric and harmonic means Qian t al. Journal of Inqualitis and Applications (015) 015:1 DOI 10.1186/s1660-015-0741-1 R E S E A R C H Opn Accss Sharp bounds for Sándor man in trms of arithmtic, gomtric and harmonic mans Wi-Mao Qian

More information

Problem Set 6 Solutions

Problem Set 6 Solutions 6.04/18.06J Mathmatics for Computr Scic March 15, 005 Srii Dvadas ad Eric Lhma Problm St 6 Solutios Du: Moday, March 8 at 9 PM Problm 1. Sammy th Shar is a fiacial srvic providr who offrs loas o th followig

More information

ME 612 Metal Forming and Theory of Plasticity. 6. Strain

ME 612 Metal Forming and Theory of Plasticity. 6. Strain Mtal Forming and Thory of Plasticity -mail: azsnalp@gyt.du.tr Makin Mühndisliği Bölümü Gbz Yüksk Tknoloji Enstitüsü 6.1. Uniaxial Strain Figur 6.1 Dfinition of th uniaxial strain (a) Tnsil and (b) Comprssiv.

More information

Numerical Comparisons of Quality Control Charts for Variables

Numerical Comparisons of Quality Control Charts for Variables Global Vrtual Coferece Aprl, 8. - 2. 203 Nuercal Coparsos of Qualty Cotrol Charts for Varables J.F. Muñoz-Rosas, M.N. Pérez-Aróstegu Uversty of Graada Facultad de Cecas Ecoócas y Epresarales Graada, pa

More information

Fractal-Structured Karatsuba`s Algorithm for Binary Field Multiplication: FK

Fractal-Structured Karatsuba`s Algorithm for Binary Field Multiplication: FK Fractal-Structured Karatsuba`s Algorthm for Bary Feld Multplcato: FK *The authors are worg at the Isttute of Mathematcs The Academy of Sceces of DPR Korea. **Address : U Jog dstrct Kwahadog Number Pyogyag

More information

Section 3: Logistic Regression

Section 3: Logistic Regression Scton 3: Logstc Rgrsson As our motvaton for logstc rgrsson, w wll consdr th Challngr dsastr, th sx of turtls, collg math placmnt, crdt card scorng, and markt sgmntaton. Th Challngr Dsastr On January 28,

More information

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book.

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book. Rsourc Allocation Abstract This is a small toy xampl which is wll-suitd as a first introduction to Cnts. Th CN modl is dscribd in grat dtail, xplaining th basic concpts of C-nts. Hnc, it can b rad by popl

More information

DYNAMIC PROGRAMMING APPROACH TO TESTING RESOURCE ALLOCATION PROBLEM FOR MODULAR SOFTWARE

DYNAMIC PROGRAMMING APPROACH TO TESTING RESOURCE ALLOCATION PROBLEM FOR MODULAR SOFTWARE DYAMIC PROGRAMMIG APPROACH TO TESTIG RESOURCE ALLOCATIO PROBLEM FOR MODULAR SOFTWARE P.K. Kpur P.C. Jh A.K. Brdh Astrct Tstg phs of softwr gs wth modul tstg. Durg ths prod moduls r tstd dpdtly to rmov

More information

Statistical Pattern Recognition (CE-725) Department of Computer Engineering Sharif University of Technology

Statistical Pattern Recognition (CE-725) Department of Computer Engineering Sharif University of Technology I The Name of God, The Compassoate, The ercful Name: Problems' eys Studet ID#:. Statstcal Patter Recogto (CE-725) Departmet of Computer Egeerg Sharf Uversty of Techology Fal Exam Soluto - Sprg 202 (50

More information

Lecture 20: Emitter Follower and Differential Amplifiers

Lecture 20: Emitter Follower and Differential Amplifiers Whits, EE 3 Lctur 0 Pag of 8 Lctur 0: Emittr Followr and Diffrntial Amplifirs Th nxt two amplifir circuits w will discuss ar ry important to lctrical nginring in gnral, and to th NorCal 40A spcifically.

More information

Chapter Eight. f : R R

Chapter Eight. f : R R Chapter Eght f : R R 8. Itroducto We shall ow tur our atteto to the very mportat specal case of fuctos that are real, or scalar, valued. These are sometmes called scalar felds. I the very, but mportat,

More information

A New Bayesian Network Method for Computing Bottom Event's Structural Importance Degree using Jointree

A New Bayesian Network Method for Computing Bottom Event's Structural Importance Degree using Jointree , pp.277-288 http://dx.do.org/10.14257/juesst.2015.8.1.25 A New Bayesa Network Method for Computg Bottom Evet's Structural Importace Degree usg Jotree Wag Yao ad Su Q School of Aeroautcs, Northwester Polytechcal

More information

Fuzzy Task Assignment Model of Web Services Supplier in Collaborative Development Environment

Fuzzy Task Assignment Model of Web Services Supplier in Collaborative Development Environment , pp.199-210 http://dx.do.org/10.14257/uesst.2015.8.6.19 Fuzzy Task Assget Model of Web Servces Suppler Collaboratve Developet Evroet Su Ja 1,2, Peg Xu-ya 1, *, Xu Yg 1,3, Wag Pe-e 2 ad Ma Na- 4,2 1. College

More information

Incomplete 2-Port Vector Network Analyzer Calibration Methods

Incomplete 2-Port Vector Network Analyzer Calibration Methods Incomplt -Port Vctor Ntwork nalyzr Calibration Mthods. Hnz, N. Tmpon, G. Monastrios, H. ilva 4 RF Mtrology Laboratory Instituto Nacional d Tcnología Industrial (INTI) Bunos irs, rgntina ahnz@inti.gov.ar

More information

Entity-Relationship Model

Entity-Relationship Model Entity-Rlationship Modl Kuang-hua Chn Dpartmnt of Library and Information Scinc National Taiwan Univrsity A Company Databas Kps track of a company s mploys, dpartmnts and projcts Aftr th rquirmnts collction

More information

Maintenance Scheduling of Distribution System with Optimal Economy and Reliability

Maintenance Scheduling of Distribution System with Optimal Economy and Reliability Egeerg, 203, 5, 4-8 http://dx.do.org/0.4236/eg.203.59b003 Publshed Ole September 203 (http://www.scrp.org/joural/eg) Mateace Schedulg of Dstrbuto System wth Optmal Ecoomy ad Relablty Syua Hog, Hafeg L,

More information

Long run: Law of one price Purchasing Power Parity. Short run: Market for foreign exchange Factors affecting the market for foreign exchange

Long run: Law of one price Purchasing Power Parity. Short run: Market for foreign exchange Factors affecting the market for foreign exchange Lctur 6: Th Forign xchang Markt xchang Rats in th long run CON 34 Mony and Banking Profssor Yamin Ahmad xchang Rats in th Short Run Intrst Parity Big Concpts Long run: Law of on pric Purchasing Powr Parity

More information

ELASTIC MODULII AND THEIR RELATIONSHIP BY CONSIDERING ANY ARBITRARY ANGLE

ELASTIC MODULII AND THEIR RELATIONSHIP BY CONSIDERING ANY ARBITRARY ANGLE Itratioal Joural of Mchaical girig ad Tcholog (IJMT Volum 7, Issu, March-April 016, pp. 33-38, Articl ID: IJMT_07_0_004 Availabl oli at http://www.iam.com/ijmt/issus.asp?jtp=ijmt&vtp=7&itp= Joural Impact

More information

CUTTING METHODS AND CARTESIAN ROBOTS KESME YÖNTEMLERİ VE KARTEZYEN ROBOTLAR

CUTTING METHODS AND CARTESIAN ROBOTS KESME YÖNTEMLERİ VE KARTEZYEN ROBOTLAR ournal of Naval Scinc and Enginring 2009, Vol. 5, No.2, pp. 35-42 CUTTING METHODS AND CARTESIAN ROBOTS Asst. Prof. Ugur SIMSIR, Lt.Cdr. Turkish Naval Acady Mchanical Enginring Dpartnt Tuzla, Istanbul,Turkiy

More information

Whole Systems Approach to CO 2 Capture, Transport and Storage

Whole Systems Approach to CO 2 Capture, Transport and Storage Whol Systms Approach to CO 2 Captur, Transport and Storag N. Mac Dowll, A. Alhajaj, N. Elahi, Y. Zhao, N. Samsatli and N. Shah UKCCS Mting, July 14th 2011, Nottingham, UK Ovrviw 1 Introduction 2 3 4 Powr

More information

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects Chaptr 3: Entity Rlationship Modl Databas Dsign Procss Us a high-lvl concptual data modl (ER Modl). Idntify objcts of intrst (ntitis) and rlationships btwn ths objcts Idntify constraints (conditions) End

More information

Project 3 Weight analysis

Project 3 Weight analysis The Faculty of Power ad Aeroautcal Egeerg Arcraft Desg Departet Project 3 Weght aalyss Ths project cossts of two parts. Frst part cludes fuselage teror (cockpt) coceptual desg. Secod part cludes etoed

More information

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13)

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13) con 37: Answr Ky for Problm St (Chaptr 2-3) Instructor: Kanda Naknoi Sptmbr 4, 2005. (2 points) Is it possibl for a country to hav a currnt account dficit at th sam tim and has a surplus in its balanc

More information

How To Value An Annuity

How To Value An Annuity Future Value of a Auty After payg all your blls, you have $200 left each payday (at the ed of each moth) that you wll put to savgs order to save up a dow paymet for a house. If you vest ths moey at 5%

More information

Approximate Counters for Flash Memory

Approximate Counters for Flash Memory Approximat Coutrs for Flash Mmory Jack Cichoń ad Wojcich Macya Istitut of Mathmatics ad Computr Scic Wrocław Uivrsity of Tchology, Polad Abstract Flash mmory bcoms th a vry popular storag dvic Du to its

More information

ANALYSIS OF ORDER-UP-TO-LEVEL INVENTORY SYSTEMS WITH COMPOUND POISSON DEMAND

ANALYSIS OF ORDER-UP-TO-LEVEL INVENTORY SYSTEMS WITH COMPOUND POISSON DEMAND 8 th Intrnatonal Confrnc of Modlng and Smulaton - MOSIM - May -2, 2 - Hammamt - Tunsa Evaluaton and optmzaton of nnovatv producton systms of goods and srvcs ANALYSIS OF ORDER-UP-TO-LEVEL INVENTORY SYSTEMS

More information

Assessing the cost of Outsourcing: Efficiency, Effectiveness and Risk

Assessing the cost of Outsourcing: Efficiency, Effectiveness and Risk Assssig th cost of Outsourcig: Efficicy, Effctivss ad Risk Todd Littl Ladark Graphics tlittl@lgc.co Abstract Offshor outsourcig is a popular approach for copais lookig to rduc softwar dvlopt costs. W hav

More information

Probability Analysis for the Damage of Gravity Dam

Probability Analysis for the Damage of Gravity Dam Egeerg,, 3, 3-3 do:.436/eg..3436 Publshed Ole Aprl (http://www.scrp.org/oural/eg) Probablty Aalyss for the Damage of Gravty Dam Qag Xu, Jg L, Jayu Che, School of Cvl ad Hydraulc Eg., Dala Uversty of echology,

More information

Term Structure of Interest Rates: The Theories

Term Structure of Interest Rates: The Theories Handou 03 Econ 333 Abdul Munasb Trm Srucur of Inrs Ras: Th Thors Trm Srucur Facs Lookng a Fgur, w obsrv wo rm srucur facs Fac : Inrs ras for dffrn maurs nd o mov oghr ovr m Fac : Ylds on shor-rm bond mor

More information

AP Calculus AB 2008 Scoring Guidelines

AP Calculus AB 2008 Scoring Guidelines AP Calculus AB 8 Scoring Guidlins Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos mission is to connct studnts to collg succss and opportunity.

More information

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia Studnt Nots Cost Volum Profit Analysis by John Donald, Lcturr, School of Accounting, Economics and Financ, Dakin Univrsity, Australia As mntiond in th last st of Studnt Nots, th ability to catgoris costs

More information

POSTRACK: A Low Cost Real-Time Motion Tracking System for VR Application

POSTRACK: A Low Cost Real-Time Motion Tracking System for VR Application POSTRACK: A Low Cost Real-Te Moto Trackg Syste for VR Applcato Jaeyog Chug, Nagyu K, Gerard Joughyu K, ad Cha-Mo Park VR Laboratory, Departet of Coputer Scece ad Egeerg, Pohag Uversty of Scece ad Techology

More information

Constrained Cubic Spline Interpolation for Chemical Engineering Applications

Constrained Cubic Spline Interpolation for Chemical Engineering Applications Costraed Cubc Sple Iterpolato or Chemcal Egeerg Applcatos b CJC Kruger Summar Cubc sple terpolato s a useul techque to terpolate betwee kow data pots due to ts stable ad smooth characterstcs. Uortuatel

More information

Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective

Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective Ovrviw Lctur 4 Projctions - 3D Viwing Projctions Paralll Prspctiv 3D Viw Volum 3D Viwing Transformation Camra Modl - Assignmnt 2 OFF fils 3D mor compl than 2D On mor dimnsion Displa dvic still 2D Analog

More information

No 28 Xianning West Road, Xi an No 70 Yuhua East Road, Shijiazhuang. yongchunliang@hotmail.com

No 28 Xianning West Road, Xi an No 70 Yuhua East Road, Shijiazhuang. yongchunliang@hotmail.com On-Ln Dynamc Cabl Ratng for Undrground Cabls basd on DTS and FEM Y.C.Lang *, Y.M.L School of Elctrcal Engnrng * Dpartmnt of Elctrcal and Informaton X an Jaotong Unvrsty Hb Unvrsty of Scnc and Tchnology

More information

6.7 Network analysis. 6.7.1 Introduction. References - Network analysis. Topological analysis

6.7 Network analysis. 6.7.1 Introduction. References - Network analysis. Topological analysis 6.7 Network aalyss Le data that explctly store topologcal formato are called etwork data. Besdes spatal operatos, several methods of spatal aalyss are applcable to etwork data. Fgure: Network data Refereces

More information

A Bayesian Combination Forecasting Model for Retail Supply Chain Coordination

A Bayesian Combination Forecasting Model for Retail Supply Chain Coordination A Bayesa Cobato Forecastg Model or Retal Supply Cha Coordato W.J. Wag* ad Q. Xu Glorous Su School o Busess ad Maageet, Doghua Uversty Shagha, P.R.Cha *wejew@dhu.edu.c ABSTRACT Retalg plays a portat part

More information

Developing a Fuzzy Search Engine Based on Fuzzy Ontology and Semantic Search

Developing a Fuzzy Search Engine Based on Fuzzy Ontology and Semantic Search 0 IEEE Iteratoal Coferece o Fuzzy Systes Jue 7-30, 0, Tape, Tawa Developg a Fuzzy Search Ege Based o Fuzzy Otology ad Seatc Search Le-Fu La Chao-Ch Wu Pe-Yg L Dept. of Coputer Scece ad Iforato Egeerg Natoal

More information

Average Price Ratios

Average Price Ratios Average Prce Ratos Morgstar Methodology Paper August 3, 2005 2005 Morgstar, Ic. All rghts reserved. The formato ths documet s the property of Morgstar, Ic. Reproducto or trascrpto by ay meas, whole or

More information

Finite Production Rate Model With Quality Assurance, Multi-customer and Discontinuous Deliveries

Finite Production Rate Model With Quality Assurance, Multi-customer and Discontinuous Deliveries Fte Producto Rate Model Wth ualty Assurace, Mult-custoer ad Dscotuous Delveres Yua-Shy Peter Chu, L-We L, Fa-Yu Pa 3, Sga Wag Chu * Departet of Idustral Egeerg Chaoyag Uversty of Techology, Tachug 43,

More information

Measuring the Quality of Credit Scoring Models

Measuring the Quality of Credit Scoring Models Measur the Qualty of Credt cor Models Mart Řezáč Dept. of Matheatcs ad tatstcs, Faculty of cece, Masaryk Uversty CCC XI, Edurh Auust 009 Cotet. Itroducto 3. Good/ad clet defto 4 3. Measur the qualty 6

More information

ERLANG C FORMULA AND ITS USE IN THE CALL CENTERS

ERLANG C FORMULA AND ITS USE IN THE CALL CENTERS IFORTIO D OUITIO TEHOLOGIES D SERVIES, VOL. 9, O., RH 2 7 ERLG FORUL D ITS USE I THE LL ETERS Er HROY., Tbor ISUTH., atj KVKY. Dpartmnt of Tlcommuncatons, Faculty of Elctrcal Engnrng and Informaton Tchnology,

More information

APPENDIX III THE ENVELOPE PROPERTY

APPENDIX III THE ENVELOPE PROPERTY Apped III APPENDIX III THE ENVELOPE PROPERTY Optmzato mposes a very strog structure o the problem cosdered Ths s the reaso why eoclasscal ecoomcs whch assumes optmzg behavour has bee the most successful

More information

CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List.

CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List. Elmntary Rndring Elmntary rastr algorithms for fast rndring Gomtric Primitivs Lin procssing Polygon procssing Managing OpnGL Stat OpnGL uffrs OpnGL Gomtric Primitivs ll gomtric primitivs ar spcifid by

More information

Architecture of the proposed standard

Architecture of the proposed standard Architctur of th proposd standard Introduction Th goal of th nw standardisation projct is th dvlopmnt of a standard dscribing building srvics (.g.hvac) product catalogus basd on th xprincs mad with th

More information

Financial Mathematics

Financial Mathematics Financial Mathatics A ractical Guid for Actuaris and othr Businss rofssionals B Chris Ruckan, FSA & Jo Francis, FSA, CFA ublishd b B rofssional Education Solutions to practic qustions Chaptr 7 Solution

More information

Allocating Redundancy to Critical Information Technology Functions for Disaster Recovery

Allocating Redundancy to Critical Information Technology Functions for Disaster Recovery IT isastr Rcovry Allocatig Rdudacy to ritical Iforatio Tchology Fuctios for isastr Rcovry Bja B.. Shao W. P. ary School of Busiss Arizoa Stat Uivrsity B.Shao@asu.du ABSTRAT I th prst twork cooy, busisss

More information

Adverse Selection and Moral Hazard in a Model With 2 States of the World

Adverse Selection and Moral Hazard in a Model With 2 States of the World Advrs Slction and Moral Hazard in a Modl With 2 Stats of th World A modl of a risky situation with two discrt stats of th world has th advantag that it can b natly rprsntd using indiffrnc curv diagrams,

More information

A Single-Producer Multi-Retailer Integrated Inventory System with Scrap in Production

A Single-Producer Multi-Retailer Integrated Inventory System with Scrap in Production Research Joural of Appled Sceces, Egeerg ad Techology 5(4): 54-59, 03 ISSN: 040-7459; e-issn: 040-7467 Maxwell Scetfc Orgazato, 03 Subtted: July 09, 0 Accepted: August 08, 0 Publshed: February 0, 03 A

More information

Analysis of Multi-product Break-even with Uncertain Information*

Analysis of Multi-product Break-even with Uncertain Information* Aalyss o Mult-product Break-eve wth Ucerta Iormato* Lazzar Lusa L. - Morñgo María Slva Facultad de Cecas Ecoómcas Uversdad de Bueos Ares 222 Córdoba Ave. 2 d loor C20AAQ Bueos Ares - Argeta lazzar@eco.uba.ar

More information

Category 7: Employee Commuting

Category 7: Employee Commuting 7 Catgory 7: Employ Commuting Catgory dscription This catgory includs missions from th transportation of mploys 4 btwn thir homs and thir worksits. Emissions from mploy commuting may aris from: Automobil

More information

Security Analysis of RAPP: An RFID Authentication Protocol based on Permutation

Security Analysis of RAPP: An RFID Authentication Protocol based on Permutation Securty Aalyss of RAPP: A RFID Authetcato Protocol based o Permutato Wag Shao-hu,,, Ha Zhje,, Lu Sujua,, Che Da-we, {College of Computer, Najg Uversty of Posts ad Telecommucatos, Najg 004, Cha Jagsu Hgh

More information

BASIC DEFINITIONS AND TERMINOLOGY OF SOILS

BASIC DEFINITIONS AND TERMINOLOGY OF SOILS 1 BASIC DEFINITIONS AND TERMINOLOGY OF SOILS Soil i a thr pha atrial hich coit of olid particl hich ak up th oil klto ad void hich ay b full of atr if th oil i aturatd, ay b full of air if th oil i dry,

More information

PARTICULAR RELIABILITY CHARACTERISTICS OF TWO ELEMENT PARALLEL TECHNICAL (MECHATRONIC) SYSTEMS

PARTICULAR RELIABILITY CHARACTERISTICS OF TWO ELEMENT PARALLEL TECHNICAL (MECHATRONIC) SYSTEMS Maagm Sysms Produco Egrg No 3 7 pp 3 8 PARICULAR RELIABILIY CHARACERISICS O WO ELEMEN PARALLEL ECHNICAL MECHARONIC SYSEMS Zbgw MAUSZAK Marm Uvrsy o Szczc Absrac: h papr characrzs h basc dsrbuos o alur

More information

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions CPS 22 Thory of Computation REGULAR LANGUAGES Rgular xprssions Lik mathmatical xprssion (5+3) * 4. Rgular xprssion ar built using rgular oprations. (By th way, rgular xprssions show up in various languags:

More information

Analysis of real underkeel clearance for Świnoujście Szczecin waterway in years 2009 2011

Analysis of real underkeel clearance for Świnoujście Szczecin waterway in years 2009 2011 Scetfc Jourals Martme Uversty of Szczec Zeszyty Naukowe Akadema Morska w Szczece 2012, 32(104) z. 2 pp. 162 166 2012, 32(104) z. 2 s. 162 166 Aalyss of real uderkeel clearace for Śwoujśce Szczec waterway

More information

Cyber Journals: Multidisciplinary Journals in Science and Technology, Journal of Selected Areas in Telecommunications (JSAT), January Edition, 2011

Cyber Journals: Multidisciplinary Journals in Science and Technology, Journal of Selected Areas in Telecommunications (JSAT), January Edition, 2011 Cyber Jourals: Multdscplary Jourals cece ad Techology, Joural of elected Areas Telecommucatos (JAT), Jauary dto, 2011 A ovel rtual etwork Mappg Algorthm for Cost Mmzg ZHAG hu-l, QIU Xue-sog tate Key Laboratory

More information

Authenticated Encryption. Jeremy, Paul, Ken, and Mike

Authenticated Encryption. Jeremy, Paul, Ken, and Mike uthntcatd Encrypton Jrmy Paul Kn and M Objctvs Examn thr mthods of authntcatd ncrypton and dtrmn th bst soluton consdrng prformanc and scurty Basc Componnts Mssag uthntcaton Cod + Symmtrc Encrypton Both

More information

10.5 Future Value and Present Value of a General Annuity Due

10.5 Future Value and Present Value of a General Annuity Due Chapter 10 Autes 371 5. Thomas leases a car worth $4,000 at.99% compouded mothly. He agrees to make 36 lease paymets of $330 each at the begg of every moth. What s the buyout prce (resdual value of the

More information

Exponential Generating Functions

Exponential Generating Functions Epotl Grtg Fuctos COS 3 Dscrt Mthmtcs Epotl Grtg Fuctos (,,, ) : squc of rl umbrs Epotl Grtg fucto of ths squc s th powr srs ( )! 3 Ordry Grtg Fuctos (,,, ) : squc of rl umbrs Ordry Grtg Fucto of ths squc

More information

Credibility Premium Calculation in Motor Third-Party Liability Insurance

Credibility Premium Calculation in Motor Third-Party Liability Insurance Advaces Mathematcal ad Computatoal Methods Credblty remum Calculato Motor Thrd-arty Lablty Isurace BOHA LIA, JAA KUBAOVÁ epartmet of Mathematcs ad Quattatve Methods Uversty of ardubce Studetská 95, 53

More information

A Note on Approximating. the Normal Distribution Function

A Note on Approximating. the Normal Distribution Function Applid Mathmatical Scincs, Vol, 00, no 9, 45-49 A Not on Approimating th Normal Distribution Function K M Aludaat and M T Alodat Dpartmnt of Statistics Yarmouk Univrsity, Jordan Aludaatkm@hotmailcom and

More information

Load Balancing via Random Local Search in Closed and Open systems

Load Balancing via Random Local Search in Closed and Open systems Load Balacg va Rado Local Search Closed ad Ope systes A. Gaesh Dept. of Matheatcs Uversty of Brstol, UK a.gaesh@brstol.ac.u A. Proutere Mcrosoft Research Cabrdge, UK aproute@crosoft.co S. Llethal Stats

More information

Physics 106 Lecture 12. Oscillations II. Recap: SHM using phasors (uniform circular motion) music structural and mechanical engineering waves

Physics 106 Lecture 12. Oscillations II. Recap: SHM using phasors (uniform circular motion) music structural and mechanical engineering waves Physics 6 Lctur Oscillations II SJ 7 th Ed.: Chap 5.4, Rad only 5.6 & 5.7 Rcap: SHM using phasors (unifor circular otion) Physical pndulu xapl apd haronic oscillations Forcd oscillations and rsonanc. Rsonanc

More information

An Operating Precision Analysis Method Considering Multiple Error Sources of Serial Robots

An Operating Precision Analysis Method Considering Multiple Error Sources of Serial Robots MAEC Web of Cofereces 35, 02013 ( 2015) DOI: 10.1051/ mateccof/ 2015 3502013 C Owe by the authors, publshe by EDP Sceces, 2015 A Operatg Precso Aalyss Metho Coserg Multple Error Sources of Seral Robots

More information

Curve Fitting and Solution of Equation

Curve Fitting and Solution of Equation UNIT V Curve Fttg ad Soluto of Equato 5. CURVE FITTING I ma braches of appled mathematcs ad egeerg sceces we come across epermets ad problems, whch volve two varables. For eample, t s kow that the speed

More information

CH. V ME256 STATICS Center of Gravity, Centroid, and Moment of Inertia CENTER OF GRAVITY AND CENTROID

CH. V ME256 STATICS Center of Gravity, Centroid, and Moment of Inertia CENTER OF GRAVITY AND CENTROID CH. ME56 STTICS Ceter of Gravt, Cetrod, ad Momet of Ierta CENTE OF GITY ND CENTOID 5. CENTE OF GITY ND CENTE OF MSS FO SYSTEM OF PTICES Ceter of Gravt. The ceter of gravt G s a pot whch locates the resultat

More information

Load and Resistance Factor Design (LRFD)

Load and Resistance Factor Design (LRFD) 53:134 Structural Desg II Load ad Resstace Factor Desg (LRFD) Specfcatos ad Buldg Codes: Structural steel desg of buldgs the US s prcpally based o the specfcatos of the Amerca Isttute of Steel Costructo

More information

Chapter 3. AMORTIZATION OF LOAN. SINKING FUNDS R =

Chapter 3. AMORTIZATION OF LOAN. SINKING FUNDS R = Chapter 3. AMORTIZATION OF LOAN. SINKING FUNDS Objectves of the Topc: Beg able to formalse ad solve practcal ad mathematcal problems, whch the subjects of loa amortsato ad maagemet of cumulatve fuds are

More information

Voice Biometrics: How does it work? Konstantin Simonchik

Voice Biometrics: How does it work? Konstantin Simonchik Voic Biomtrics: How dos it work? Konstantin Simonchik Lappnranta, 4 Octobr 2012 Voicprint Makup Fingrprint Facprint Lik a ingrprint or acprint, a voicprint also has availabl paramtrs that provid uniqu

More information

1. The Time Value of Money

1. The Time Value of Money Corporate Face [00-0345]. The Tme Value of Moey. Compoudg ad Dscoutg Captalzato (compoudg, fdg future values) s a process of movg a value forward tme. It yelds the future value gve the relevat compoudg

More information

(Analytic Formula for the European Normal Black Scholes Formula)

(Analytic Formula for the European Normal Black Scholes Formula) (Analytic Formula for th Europan Normal Black Schols Formula) by Kazuhiro Iwasawa Dcmbr 2, 2001 In this short summary papr, a brif summary of Black Schols typ formula for Normal modl will b givn. Usually

More information

The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole

The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole Th intrnational Intrnt sit of th goviticultur MCC systm L sit Intrnt intrnational du systèm CCM géoviticol Flávio BELLO FIALHO 1 and Jorg TONIETTO 1 1 Rsarchr, Embrapa Uva Vinho, Caixa Postal 130, 95700-000

More information