Kinematics of A 3-PRP planar parallel robot

Size: px
Start display at page:

Download "Kinematics of A 3-PRP planar parallel robot"

Transcription

1 Knematcs of -PRP planar parallel robot Damen hablat, Stefan Stacu To cte ths verson: Damen hablat, Stefan Stacu. Knematcs of -PRP planar parallel robot. UPB Scentfc Bulletn, Seres D: Mechancal Engneerng, 9, 71 (1), pp.-16. HL Id: hal Submtted on 1 pr 9 HL s a mult-dscplnary open access archve for the depost and dssemnaton of scentfc research documents, whether they are publshed or not. The documents may come from teachng and research nsttutons n France or abroad, or from publc or prvate research centers. L archve ouverte plurdscplnare HL, est destnée au dépôt et à la dffuson de documents scentfques de nveau recherche, publés ou non, émanant des établssements d ensegnement et de recherche franças ou étrangers, des laboratores publcs ou prvés.

2 U.P.B. Sc. Bull., Seres D, Vol. 71, No., 9 KINEMTIS OF -PRP PLNR PRLLEL ROBOT Damen HBLT *, Stefan STIU ** rtcolul prezntă o modelare recurentă pentru cnematca unu robot paralel plan -PRP. Tre lanţur cnematce plane ce conectează platforma moblă a manpulatorulu sunt stuate în plan vertcal. unoscând mşcarea platforme, se dezvoltă cnematca nversă ş se determnă pozţle, vtezele ş acceleraţle robotulu. Unele ecuaţ matrceale oferă expres teratve ş grafce pentru deplasărle, vtezele ş acceleraţle celor tre acţonor de translaţe. Recursve modellng for the nematcs of a -PRP planar parallel robot s presented n ths paper. Three planar chans connectng to the movng platform of the manpulator are located n a vertcal plane. Knowng the moton of the platform, we develop the nverse nematcs and determne the postons, veloctes and acceleratons of the robot. Several matrx equatons offer teratve expressons and graphs for the dsplacements, veloctes and acceleratons of three prsmatc actuators. Keywords: nematcs, planar parallel robot, and sngularty 1 Introducton ompared wth seral manpulators, potental advantages of the parallel archtectures are hgher nematcal precson, lghter weght, better stffness, greater load bearng, stable capacty and sutable postonal actuator arrangements. However, they present lmted worspace and complcated sngulartes [1]. onsderable efforts have been devoted to the nematcs and dynamc analyss of fully parallel manpulators. The class of manpulators nown as Stewart-ough platform focused great attenton (Stewart []; Merlet []; Parent-astell and D regoro [4]) and s used n flght smulators and more recently for Parallel Knematcs Machnes. The Delta parallel robot (lavel [5]; Tsa and Stamper [6]; Stacu and arp-ocarda [7]) as well as the Star parallel manpulator (Hervé and Sparacno [8]) are equpped wth three motors, whch tran on the moble platform n a three-degree-of-freedom general translaton moton. ngeles, osseln, agné and Wang [9,, 11] analysed the nematcs, dynamcs and sngularty loc of a sphercal robot wth three actuators. * Dr., Insttut de Recherche en ommuncatons et ybernétque de Nantes, UMR NRS 6597, FRNE ** Prof., Department of Mechancs, Unversty Poltehnca of Bucharest, ROMNI

3 4 Damen hablat, Stefan Stacu mechansm s consdered a planar robot f all the movng lns n the mechansm perform the planar motons; the loc of all ponts n all lns can be drawn convenently on a plane and the axes of the revolute jonts must be normal to the plane of moton, whle the drecton of translaton of a prsmatc jont must be parallel to the plane of moton. B y y O B x x l l Fg. 1 The -PRP planar parallel robot In ther paper, radyfo and Qao [1] examne the nverse nematcs soluton for the three dfferent -DOF planar parallel robots. osseln and ngeles [1] and Pennoc and Kassner [14] each present a nematcal study of a planar parallel robot, where a movng platform s connected to a fxed base by three lns, each leg consstng of two bnary lns and three parallel revolute jonts. Sefrou and osseln [15] gve a numercal soluton n the nverse and drect nematcs of ths nd of robot. Mohammad-Danal et al. [16] present a study of velocty relatonshps and sngular condtons for general planar parallel robots. Merlet [17] solved the forward pose nematcs problem for a broad class of planar parallel manpulators. Wllams and Renholtz [18] analysed the dynamcs and the control of a planar three-degree-of-freedom parallel manpulator at Oho Unversty, whle Yang et al. [19] concentrate on the sngularty analyss of a class of -RRR planar parallel robots developed n ther laboratory. Bonev, Zlatanov and osseln [] descrbe several types of sngular confguratons by studyng the drect nematcs model of a -RPR planar parallel robot wth actuated base jonts. Mohammad-Danal et al. [1] analysed the nematcs of a planar -DOF parallel manpulator usng the three PRP legs, where the three revolute jont axes are perpendcular to the plane of moton whle the prsmatc jont axes le on the same plane.

4 Knematcs of a -PRP planar parallel robot 5 recursve method s developed n the present paper for dervng the nverse nematcs of the -PRP planar parallel robot n a numercally effcent way. Knematcs modellng The planar -PRP parallel robot s a specal symmetrcal closed-loop mechansm composed of three planar nematcal chans wth dentcal topology, all connectng the fxed base to the movng platform. Three ponts, B, represent the summts of a fxed trangular base and other three ponts defne the geometry of the movng platform. Each leg conssts of two lns, wth one revolute and two prsmatc jonts. The parallel mechansm wth seven lns ( T, 1,,...,7) conssts of three revolute and sx prsmatc jonts (Fg.1). rübler moblty equaton predcts that the devce has certanly three degrees of freedom. In the actuaton scheme PRP each prsmatc jont s an actvely controlled prsmatc cylnder. Thus, all prsmatc actuators can be located on the fxed base. We attach a artesan frame x y z ( T ) to the fxed base wth ts orgn located at trangle centreo, the z axs perpendcular to the base and the x axs pontng along the B drecton. nother moble reference frame x y z s attached to the movng platform. The orgn of the central reference frame x y z s located at the centre of the movng trangle (Fg. ). In the followng we wll represent the ntermedate reference systems by only two axes so as s used n many robotcs papers [1,, 9] and we note that the relatve translaton 1 and the rotaton angle, 1 pont along or about the drecton of z axs. We consder that the movng platform s ntally located at a central confguraton, where the platform s not rotated wth respect to the fxed base and the mass centre s at the orgn O of fxed frame. One of three actve legs (for example leg ) conssts of a prsmatc jont, whch s as well as a lnear drve 1 lned at the x1 y1 z1 frame, havng a rectlnear moton of dsplacement, velocty v and acceleraton. Followng ln of the leg s a rgd body lned at the x y z frame, havng a relatve rotaton about z axs wth the angle 1, velocty 1 1 and acceleraton 1 1. prsmatc passve jont s ntroduced at a planar movng platform as an equlateral trangle wth the edge l l, whch relatvely translates at the dsplacement and the velocty v along z axs.

5 6 Damen hablat, Stefan Stacu lso, we consder that at the central confguraton all legs are symmetrcally extended and that the angles of orentaton of three edges of fxed platform are gven by, B,. (1) y y O x x y y 1 v y ω 1 v x z z α Fg. Knematcal scheme of frst leg of the mechansm In the followng, we apply the method of successve dsplacements to geometrc analyss of closed-loop chans and we note that a jont varable s the dsplacement requred to move a ln from the ntal locaton to the actual poston. If every ln s connected to least two other lns, the chan forms one or more ndependent closed-loops. The varable angle, 1 of rotaton about the jont axs z s the parameter needed to brng the next ln from a reference confguraton to the next confguraton. We call the matrx q, for example, the orthogonal, 1 transformaton matrx of relatve rotaton wth the angle of ln around z., 1 T

6 Knematcs of a -PRP planar parallel robot 7 In the study of the nematcs of robot manpulators, we are nterested n dervng a matrx equaton relatng the locaton of an arbtrary T body to the jont varables. When the change of coordnates s successvely consdered, the correspondng matrces are multpled. So, startng from the reference orgn O and pursung the three legs O 1, OB B1 BB, O 1, we obtan the followng transformaton matrces []: T q 1, q1 q11, q 1 () wth ( q a, b, c), (, B, ) where q cos sn sn cos, 1 cos sn sn cos , 1 () 1 s1, s ( 1,, ) s1 q q. B The dsplacements,, of the actve lns are the jont varables that B T gve the nput vector [ ] of the poston of the mechansm. But, n the nverse geometrc problem, we can consder that the poston of the mechansm s completely gven by the coordnates, y of the mass centre x of the movng platform and the orentaton angle of the movable frame x y z. The orthogonal rotaton matrx of the movng platform from x yz to x y z reference system s cos sn R sn cos. 1 (4) Further, we suppose that the poston vector r [ x y T ] of centre and the orentaton angle, whch are expressed by followng analytcal functons

7 8 Damen hablat, Stefan Stacu x x y 1 cos t, (5) * * y * can descrbe the general absolute moton of the movng platform n ts vertcal * * * plane. The values x, y, denote the fnal poston of the movng platform. The condtons concernng the absolute orentaton of the movng platform are expressed by three denttes q T q R, ( q a, b, ) (6) c where the resultng matrx q s obtaned by multplyng three basc matrces q q q q, q q ( t (, B, ). (7) 1 ) 1 From these condtons one obtans the frst relatons between the angles of rotaton B (8) Sx ndependent varables,, B B,,, wll be determned by several vector-loop equatons as follows T T r q r 1, q r r, ( q a, b, c) (, B, ) (9) 1 where T T r r ( l / ) qu, r l[ 1 ] B 1 T 1 T r l[ 1 ], r l[ 1 ] 1 r, r q u, r l [ 1 ] T T 1 u 1, u 1, u, ~ 1 1 u 1 1. () ctually, these vector equatons mean that l cos cos l x x cos( ) l sn( )

8 Knematcs of a -PRP planar parallel robot 9 l sn sn l y y sn( ) l cos( ) (11) wth (, B, ). Developng the nverse nematcs problem, we determne the veloctes and acceleratons of the manpulator, supposng that the planar moton of the movng platform s nown. So, we compute the lnear and angular veloctes of each leg n terms of the angular velocty u and the centre s velocty v r of the movng platform. The rotaton motons of the elements of each leg (leg, for example) are characterzed by recursve relatons of followng sew-symmetrc matrces ~ T ~ a u~ ( 1,,), (1) a 1 1, 1 1, 1 1 whch are assocated to the absolute angular veloctes, a 1 1 u, a u. (1) Followng relatons gve the veloctes v of jonts v u, v 1, v u v ~ a v a r v u. (14), 1 1,, 1 1,, 1, 1 The geometrcal equatons of constrants (8) and (9) when dfferentated wth respect to tme lead to the followng matrx condtons of connectvty [] T T T T T v u a u a u u r T T ~ T T ~ T u a u a u a u a r } ( j 1, ) j u v j j 1 j { 1, (15) where ~u s a sew-symmetrc matrx assocated to unt vector u pontng n the postve drecton of z axs. From these equatons, we obtan the relatve veloctes v, 1, v as functons of angular velocty of the platform and velocty of mass centre and the complete Jacoban matrx of the manpulator. Ths matrx s a fundamental element for the analyss of the robot worspace and the partcular confguratons of sngulartes where the manpulator becomes uncontrollable. By rearrangng, the dervatves wth respect to tme of the sx constrant equatons (11) lead to the matrx equaton T J J x y ] (16) 1 [

9 Damen hablat, Stefan Stacu for the planar robot wth prsmatc actuators. The matrces J 1 and J are the nverse and forward Jacoban of the manpulator and can be expressed as J dag { } 1 B J 1 B 1 1 B B, (17) wth sn( ) (, B, ) 1 sn( ), cos( ) (18) ( x x )cos( ) ( y y )sn( ) l ( )cos( ). The sngular confguratons of the three closed-loop nematcal chans can easly be determned through the analyss of two Jacoban matrces J 1 and J [4, 5]. For the matrx J 1, the determnant vanshes f /, whch leads also to a sngular confguraton of J. oncernng the relatve acceleratons, 1, of the robot, new connectvty condtons are obtaned by the tme dervatve of equatons n (15), whch are [6] T T u a T T T a u u r j u u j j } T 1 1 u T ~ ~ T T ~ T j { auuau auuar T T ~ T T ~ T T T u a u a u a u a r } ~ T 1vu j auau ( j 1, ) 1 j { 1. (19)

10 Knematcs of a -PRP planar parallel robot 11 The formulatons n (15) and (19) are for only and they also apply to the legs B and, f the superscrpt s replaced by ether B or. Followng recursve relatons gve the angular acceleratons and the acceleratons of jonts : u, 1, u, 1 u, a 1 1, 1 u, 1 a 1 ~ a u 1, T, 1 a a u u u T, 1 1, 1, 1,, 1, 1, 1, 1 a a u T, 1, 1 1,, 1 () a, 1 v, 1 1, a, 1 a, ~ 1, ~ ( ~ 1 1, 1, T a u, 1 ~ 1, ) r, 1 u, ( 1,, ), 1 We can notce that for ths robot, the dsplacement of the leg s very smple. The dsplacement of body s only along a fxed lne, and ts velocty and acceleraton s equal to those of actuated jont assocated. For smulaton purposes let us consder a planar robot, whch has the followng characterstcs: * * x.5m, y.5 m,, t s 1 l O OB O.m, l l program, whch mplements the suggested algorthm, s developed n MTLB to solve the nverse nematcs of the planar PRP parallel robot. For llustraton, t s assumed that for a perod of three second the platform starts at rest from a central confguraton and rotates or moves along two orthogonal drectons. numercal study of the robot nematcs s carred out by B computaton of the dsplacements,, B the acceleratons,, of three prsmatc actuators. B, the veloctes v, v, v, and Followng examples are solved to llustrate the smulaton. For the frst example we consder the rotaton moton of the movng platform about z axs wth varable angular acceleraton whle all the other postonal parameters are held equal to zero.

11 1 Damen hablat, Stefan Stacu Fg. Dsplacements, B B, Fg. 4 Veloctes v, v, v Fg. 5 cceleratons, B B, Fg. 6 Dsplacements,, Fg. 7 Veloctes, B B v v, v Fg. 8 cceleratons,, s can be seen from Fgs., 4, 5, t s remared that durng the rotaton moton of

12 Knematcs of a -PRP planar parallel robot 1 the platform all dsplacements, veloctes and acceleratons of three actuators are dentcally dstrbuted. In a second example, the supposed moton of the platform s a translaton on horzontal x axs (Fgs. 6, 7, 8). Fg. 9 Dsplacements, B B, Fg. Veloctes v, v, oncernng the comparson n the case when the centre moves along a rectlnear trajectory along y axs wthout any rotaton of the platform, we remar that the dstrbuton of dsplacement, velocty and acceleraton calculated by the program and depcted n Fgs. 9,, 11 s the same, at any nstant, for two of three actuators. v B, Fg. 11 cceleratons, The smulaton through the MTLB program certfy that one of major advantages of the current matrx recursve approach t s the well structured way to formulate a nematcal model, whch leads to a computatonal effcency. The

13 14 Damen hablat, Stefan Stacu proposed method can be appled to varous types of complex robots, when the number of components of the mechansm s ncreased. onclusons Wthn the nverse nematcs analyss some exact relatons that gve n realtme the poston, velocty and acceleraton of each element of the parallel robot have been establshed n present paper. The method descrbed above s qute avalable n forward and nverse mechancs of all seral or planar parallel mechansms, the platform of whch behaves n translaton, rotaton evoluton or general -DOF moton. REFERENES [1]. Tsa, L-W., Robot analyss: the mechancs of seral and parallel manpulator, John Wley & Sons, Inc., 1999 []. Stewart, D., Platform wth Sx Degrees of Freedom, Proc. Inst. Mech. Eng., 1, 15, 18, pp , 1965 []. Merlet, J-P., Parallel robots, Kluwer cademc Publshers, [4]. Parent-astell, V., D regoro, R., new algorthm based on two extra-sensors for realtme computaton of the actual confguraton of generalzed Stewart-ough manpulator, Journal of Mechancal Desgn, 1, [5]. lavel, R., Delta: a fast robot wth parallel geometry, Proceedngs of 18 th Internatonal Symposum on Industral Robots, Lausanne, pp. 91-, 1988 [6]. Tsa, L-W., Stamper, R., parallel manpulator wth only translatonal degrees of freedom, SME Desgn Engneerng Techncal onferences, Irvne,, 1996 [7]. Stacu, S., arp-ocarda, D.., Dynamc analyss of lavel s Delta parallel robot, Proceedngs of the IEEE Internatonal onference on Robotcs & utomaton IR, Tape, Tawan, pp , [8]. Hervé, J-M., Sparacno, F., Star. New oncept n Robotcs, Proceedngs of the Thrd Internatonal Worshop on dvances n Robot Knematcs, Ferrara, pp , 199 [9]. ngeles, J., Fundamentals of Robotc Mechancal Systems: Theory, Methods and lgorthms, Sprnger-Verlag, []. osseln,., agné, M., Dynamc models for sphercal parallel manpulators, Proceedngs of the IEEE Internatonal onference on Robotcs & utomaton, Mlan, Italy, 1995 [11]. Wang, J., osseln,., new approach for the dynamc analyss of parallel manpulators, Multbody System Dynamcs,,, 17-4, 1998 [1].radyfo, D.D., Qao, D., Knematc Smulaton of Novel Robotc Mechansms Havng losed hans, SME Mechansms onference, Paper 85-DET-81, 1985 [1]. osseln,., ngeles, J., The optmum nematc desgn of a planar three-degree-of-freedom parallel manpulator, SME journal of Mechansms, Trans. and utomaton n Desgn., 1, 1, pp. 5-41, 1988 [14]. Pennoc.R., Kassner, D.J., Knematc nalyss of a Planar Eght-Bar Lnage: pplcaton to a Platfoem-type Robot, SME Mechansms onference, Paper DE - 5, pp. 7-4, 199 [15]. Sefrou, J., osseln,., On the quadratc nature of the sngularty curves of planar three-

14 Knematcs of a -PRP planar parallel robot 15 degrees-of-freedom parallel manpulators, Mechansm and Machne Theory,, 4, pp , 1995 [16]. Mohammad-Danal, H., Zsombor-Murray, H.P., ngeles, J., Sngularty nalyss of Planar Parallel Manpulators, Mechansm and Machne Theory,, 5, pp , 1995 [17]. Merlet, J-P., Drect nematcs of planar parallel manpulators, Proceedngs of the IEEE Internatonal onference on Robotcs & utomaton, Mnneapols, Mnnesota, pp , 1996 [18]. Wllams II, R.L., Renholtz,.F., losed-form Worspace Determnaton and Optmzaton for Parallel Mechansms, The th Bennal SME, Mechansms onference, Kssmmee, Florda, DE, Vol. 5-, pp , 1988 [19]. Yang,., hen, W., hen, I-M., eometrcal Method for the Sngularty nalyss of - RRR Planar Parallel Robots wth Dfferent ctuaton Schemes, Proceedngs of the IEEE/RSJ Internatonal onference on Intellgent Robots and Systems, Lausanne, Swtzerland, pp. 55-6, []. Bonev, I., Zlatanov, D., osseln,., Sngularty analyss of -DOF planar parallel mechansms va screw theory, Journal of Mechancal, 5,, pp , [1] Mohammad-Danal,H.,P. Zsombor-Murray, P.., J. ngeles, J., The nematcs of -DOF planar and sphercal double-trangular parallel manpulators, omputatonal Knematcs, edted by J. ngeles et al., Kluwer cademc Publshers, Dordrecht, Netherlands, pp , 199 [] Stacu, S., Lu, X-J., Wang, J., Inverse dynamcs of the HLF parallel manpulator wth revolute actuators, Nonlnear Dynamcs, Sprnger Press, 5, 1-, pp. 1-1, 7 []. Stacu, S., Zhang, D., Rugescu, R., Dynamc modellng of a -DOF parallel manpulator usng recursve matrx relatons, Robotca, ambrdge Unversty Press, 4, 1, 6 [4]. Pashevch,., hablat, D., Wenger, P., Knematcs and worspace analysys of a three-axs parallel manpulator: the Orthoglde, Robotca, ambrdge Unversty Press, 4, 1, 6 [5]. Lu, X-J., Tang, X., Wang, J., Knd of Three Translatonal-DOF Parallel ube- Manpulator, Proceedngs of the 11 th World ongress n Mechansm and Machne Scence, Tanjn, hna, 4 [6] Stacu, S., Inverse dynamcs of a planetary gear tran for robotcs, Mechansm and Machne Theory, 4, 7, pp , 8 [7]. L, Y-W., Wang, J., Wang, L-P., Lu, X-J., Inverse dynamcs and smulaton of a -DOF spatal parallel manpulator, Proceedngs of the IEEE Internatonal onference on Robotcs & utomaton IR, Tape, Tawan, pp , [8]. Dasgupta, B., Mruthyunjaya, T.S., Newton-Euler formulaton for the nverse dynamcs of the Stewart platform manpulator, Mechansm and Machne Theory, 4, 1998 [9]. uegan, S., Khall, W., hablat, D., Wenger, P., Modélsaton dynamque d un robot parallèle à -DDL: l Orthoglde, onférence Internatonale Francophone d utomatque, Nantes, France, 8- Jullet []. eng, Z., Haynes, L.S., Lee, J.D., arroll, R.L., On the dynamc model and nematc analyss of a class of Stewart platforms, Robotcs and utonomous Systems, 9, 199 [1]. Mller, K., lavel, R., The Lagrange-Based Model of Delta-4 Robot Dynamcs, Robotersysteme, 8, pp , 199 []. Zhang, -D., Song, S-M., n Effcent Method for Inverse Dynamcs of Manpulators Based on Vrtual Wor Prncple, Journal of Robotc Systems,, 5, pp , 199 [] Stacu, S., Zhang, D., novel dynamc modellng approach for parallel mechansms analyss Robotcs and omputer-integrated Manufacturng, 4, 1, pp , 8 [4] Stacu, S., Relatons matrcelles de récurrence en dynamque des mécansmes, Revue Roumane des Scences Technques - Sére de Mécanque pplquée, 5, 1-, pp. 15-8, 5

Inverse kinematic Modeling of 3RRR Parallel Robot

Inverse kinematic Modeling of 3RRR Parallel Robot ème Congrès Franças de Mécanque Lyon, 4 au 8 Août 5 Inverse knematc Modelng of RRR Parallel Robot Ouafae HAMDOUN, Fatma Zahra BAGHLI, Larb EL BAKKALI Modelng and Smulaton of Mechancal Systems Laboratory,

More information

Parallel manipulator robots design and simulation

Parallel manipulator robots design and simulation Proceedngs of the 5th WSEAS Int. Conf. on System Scence and Smulaton n Engneerng, Tenerfe, Canary Islands, Span, December 16-18, 26 358 Parallel manpulator robots desgn and smulaton SAMIR LAHOUAR SAID

More information

Pose, Posture, Formation and Contortion in Kinematic Systems

Pose, Posture, Formation and Contortion in Kinematic Systems Pose, Posture, Formaton and Contorton n Knematc Systems J. Rooney and T. K. Tanev Department of Desgn and Innovaton, Faculty of Technology, The Open Unversty, Unted Kngdom Abstract. The concepts of pose,

More information

PLANAR PARALLEL 3-RPR MANIPULATOR

PLANAR PARALLEL 3-RPR MANIPULATOR PLANAR PARALLEL 3-RPR MANIPULATOR Robert L. Wllams II Atul R. Josh Oho Unversty Athens, O 45701 Proceedngs of the Sxth Conference on Appled Mechansms and Robotcs Cncnnat O, December 12-15, 1999 Contact

More information

Kinematics of pantograph masts

Kinematics of pantograph masts Abstract Spacecraft Mechansms Group, ISRO Satellte Centre, Arport Road, Bangalore 560 07, Emal:bpn@sac.ernet.n Flght Dynamcs Dvson, ISRO Satellte Centre, Arport Road, Bangalore 560 07 Emal:pandyan@sac.ernet.n

More information

ROBOT KINEMATICS. ME Robotics ME Robotics

ROBOT KINEMATICS. ME Robotics ME Robotics ROBOT KINEMATICS Purpose: The purpose of ths chapter s to ntroduce you to robot knematcs, and the concepts related to both open and closed knematcs chans. Forward knematcs s dstngushed from nverse knematcs.

More information

WORKSPACE OPTIMIZATION OF ORIENTATIONAL 3-LEGGED UPS PARALLEL PLATFORMS

WORKSPACE OPTIMIZATION OF ORIENTATIONAL 3-LEGGED UPS PARALLEL PLATFORMS Proceedngs of DETC 02 ASME 2002 Desgn Engneerng Techncal Conferences and Computers and Informaton n Engneerng Conference Montreal, Canada, September 29-October 2, 2002 DETC2002/MECH-34366 WORKSPACE OPTIMIZATION

More information

INVERSE DYNAMICS ANALYSIS AND SIMULATION OF A CLASS OF UNDER- CONSTRAINED CABLE-DRIVEN PARALLEL SYSTEM

INVERSE DYNAMICS ANALYSIS AND SIMULATION OF A CLASS OF UNDER- CONSTRAINED CABLE-DRIVEN PARALLEL SYSTEM U.P.B. Sc. Bull., Seres D, Vol. 78, Iss., 6 ISSN 454-58 INVERSE DYNAMICS ANALYSIS AND SIMULATION OF A CLASS OF UNDER- CONSTRAINED CABLE-DRIVEN PARALLEL SYSTEM We LI, Zhgang ZHAO, Guangtan SHI, Jnsong LI

More information

Rigidity analysis of T3R1 parallel robot with uncoupled kinematics B. C. Bouzgarrou, J.C. Fauroux, G. Gogu, Y. Heerah

Rigidity analysis of T3R1 parallel robot with uncoupled kinematics B. C. Bouzgarrou, J.C. Fauroux, G. Gogu, Y. Heerah Rgdt analss of T3R parallel robot wth uncoupled nematcs B. C. Bouzgarrou, J.C. Faurou, G. Gogu, Y. eerah Laboratore de Recherche et Applcatons en Mécanque avancée (LaRAMA) Insttut Franças de Mécanque Avancée

More information

1 IRCCyN: UMR CNRS 6596, Ecole Centrale de Nantes, Université de Nantes, Ecole des Mines de Nantes

1 IRCCyN: UMR CNRS 6596, Ecole Centrale de Nantes, Université de Nantes, Ecole des Mines de Nantes he Knematc Analyss of a Symmetrcal hree-degree-of-freedom lanar arallel Manpulator Damen Chablat and hlppe Wenger Insttut de Recherche en Communcatons et Cybernétque de Nantes, rue de la Noë, 442 Nantes,

More information

Analysis of Continuous Beams in General

Analysis of Continuous Beams in General Analyss of Contnuous Beams n General Contnuous beams consdered here are prsmatc, rgdly connected to each beam segment and supported at varous ponts along the beam. onts are selected at ponts of support,

More information

Multiobjective Design Optimization of 3-PRR Planar Parallel Manipulators

Multiobjective Design Optimization of 3-PRR Planar Parallel Manipulators Multobjectve Desgn Optmzaton of 3-P Planar Parallel Manpulators aza Ur-ehman, Stéphane Caro, Damen Chablat, Phlppe Wenger To cte ths verson: aza Ur-ehman, Stéphane Caro, Damen Chablat, Phlppe Wenger. Multobjectve

More information

NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS

NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS ARPN Journal of Engneerng and Appled Scences 006-017 Asan Research Publshng Network (ARPN). All rghts reserved. NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS Igor Grgoryev, Svetlana

More information

ISSN 2409-9392,,, 2017,. 30 backlashes. Ths allows conductng the cuttng process wthout the formaton of technologcal protruson between wres. Dstnctve features of a new cut shapng technology scheme are reflected

More information

Hermite Splines in Lie Groups as Products of Geodesics

Hermite Splines in Lie Groups as Products of Geodesics Hermte Splnes n Le Groups as Products of Geodescs Ethan Eade Updated May 28, 2017 1 Introducton 1.1 Goal Ths document defnes a curve n the Le group G parametrzed by tme and by structural parameters n the

More information

DETC ANALYSIS OF THREE DEGREE OF FREEDOM 6 6 TENSEGRITY PLATFORM

DETC ANALYSIS OF THREE DEGREE OF FREEDOM 6 6 TENSEGRITY PLATFORM Proceedngs of 006 DETC: ASME 006 Desgn Engneerng Techncal Conferences and Computers and Informaton n Engneerng Conference September 0-, 006, Phladelpha, Pennsylvana, USA DETC006-990 AAYSIS OF THREE DEGREE

More information

XY-Theta Positioning Table with Parallel Kinematics and Unlimited Theta Rotation

XY-Theta Positioning Table with Parallel Kinematics and Unlimited Theta Rotation XY-heta Postonng able wth Parallel Knematcs and Unlmted heta Rotaton Ilan A. Bonev 1, Aleander Yu 2, Paul Zsombor-Murra 2 1 Department of Automated Manufacturng Engneerng, École de echnologe Supéreure,

More information

Accounting for the Use of Different Length Scale Factors in x, y and z Directions

Accounting for the Use of Different Length Scale Factors in x, y and z Directions 1 Accountng for the Use of Dfferent Length Scale Factors n x, y and z Drectons Taha Soch (taha.soch@kcl.ac.uk) Imagng Scences & Bomedcal Engneerng, Kng s College London, The Rayne Insttute, St Thomas Hosptal,

More information

R s s f. m y s. SPH3UW Unit 7.3 Spherical Concave Mirrors Page 1 of 12. Notes

R s s f. m y s. SPH3UW Unit 7.3 Spherical Concave Mirrors Page 1 of 12. Notes SPH3UW Unt 7.3 Sphercal Concave Mrrors Page 1 of 1 Notes Physcs Tool box Concave Mrror If the reflectng surface takes place on the nner surface of the sphercal shape so that the centre of the mrror bulges

More information

PROBLEMS AND PROCEDURES FOR KINEMATIC DESIGN OF MANIPULATORS

PROBLEMS AND PROCEDURES FOR KINEMATIC DESIGN OF MANIPULATORS 第八屆全國機構與機器設計學術研討會 台北科技大學 2005 年 12 月 2 日 PROBLEMS AND PROCEDURES FOR KINEMATIC DESIGN OF MANIPULATORS Marco Ceccarell LARM: Laboratory of Robotcs and Mechatroncs DMSAT - Unversty of Cassno Va D Baso 43,

More information

Problem Definitions and Evaluation Criteria for Computational Expensive Optimization

Problem Definitions and Evaluation Criteria for Computational Expensive Optimization Problem efntons and Evaluaton Crtera for Computatonal Expensve Optmzaton B. Lu 1, Q. Chen and Q. Zhang 3, J. J. Lang 4, P. N. Suganthan, B. Y. Qu 6 1 epartment of Computng, Glyndwr Unversty, UK Faclty

More information

We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists. International authors and editors

We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists. International authors and editors We are IntechOpen, the world s leadng publsher of Open Access books Bult by scentsts, for scentsts 3,900 116,000 120M Open access books avalable Internatonal authors and edtors Downloads Our authors are

More information

Atlas Based Kinematic Optimum Design of the Stewart Parallel Manipulator

Atlas Based Kinematic Optimum Design of the Stewart Parallel Manipulator 20 CHINESE JOURNAL OF MECHANICAL ENGINEERING Vol. 28,aNo. 1,a2015 DOI: 10.3901/CJME.2014.0929.155, avalable onlne at www.sprngerlnk.com; www.cjmenet.com; www.cjmenet.com.cn Atlas Based Knematc Optmum Desgn

More information

The motion simulation of three-dof parallel manipulator based on VBAI and MATLAB Zhuo Zhen, Chaoying Liu* and Xueling Song

The motion simulation of three-dof parallel manipulator based on VBAI and MATLAB Zhuo Zhen, Chaoying Liu* and Xueling Song Internatonal Conference on Automaton, Mechancal Control and Computatonal Engneerng (AMCCE 25) he moton smulaton of three-dof parallel manpulator based on VBAI and MALAB Zhuo Zhen, Chaoyng Lu* and Xuelng

More information

Modeling Concave Globoidal Cam with Swinging Roller Follower: A Case Study

Modeling Concave Globoidal Cam with Swinging Roller Follower: A Case Study Modelng Concave Globodal Cam wth Swngng Roller Follower: A Case Study Nguyen Van Tuong, and Premysl Pokorny Abstract Ths paper descrbes a computer-aded desgn for desgn of the concave globodal cam wth cylndrcal

More information

DESIGN OF A HAPTIC DEVICE FOR EXCAVATOR EQUIPPED WITH CRUSHER

DESIGN OF A HAPTIC DEVICE FOR EXCAVATOR EQUIPPED WITH CRUSHER DESIGN OF A HAPTIC DEVICE FOR EXCAVATOR EQUIPPED WITH CRUSHER Kyeong Won Oh, Dongnam Km Korea Unversty, Graduate School 5Ga-1, Anam-Dong, Sungbuk-Gu, Seoul, Korea {locosk, smleast}@korea.ac.kr Jong-Hyup

More information

Analysis on the Workspace of Six-degrees-of-freedom Industrial Robot Based on AutoCAD

Analysis on the Workspace of Six-degrees-of-freedom Industrial Robot Based on AutoCAD Analyss on the Workspace of Sx-degrees-of-freedom Industral Robot Based on AutoCAD Jn-quan L 1, Ru Zhang 1,a, Fang Cu 1, Q Guan 1 and Yang Zhang 1 1 School of Automaton, Bejng Unversty of Posts and Telecommuncatons,

More information

Sensory Redundant Parallel Mobile Mechanism

Sensory Redundant Parallel Mobile Mechanism Sensory Redundant Parallel Moble Mechansm Shraga Shoval and Moshe Shoham* Department of Industral Engneerng & Management, Academc College of Judea and Samara, Arel., *Faculty of Mechancal Engneerng, Technon,

More information

ON THE DESIGN OF LARGE SCALE REDUNDANT PARALLEL MANIPULATOR. Wu huapeng, Heikki handroos and Juha kilkki

ON THE DESIGN OF LARGE SCALE REDUNDANT PARALLEL MANIPULATOR. Wu huapeng, Heikki handroos and Juha kilkki ON THE DESIGN OF LARGE SCALE REDUNDANT PARALLEL MANIPULATOR Wu huapeng, Hekk handroos and Juha klkk Machne Automaton Lab, Lappeenranta Unversty of Technology LPR-5385 Fnland huapeng@lut.f, handroos@lut.f,

More information

Contour Error of the 3-DoF Hydraulic Translational Parallel Manipulator. Ryszard Dindorf 1,a, Piotr Wos 2,b

Contour Error of the 3-DoF Hydraulic Translational Parallel Manipulator. Ryszard Dindorf 1,a, Piotr Wos 2,b Advanced Materals Research Vol. 874 (2014) 57-62 Onlne avalable snce 2014/Jan/08 at www.scentfc.net (2014) rans ech Publcatons, Swtzerland do:10.4028/www.scentfc.net/amr.874.57 Contour Error of the 3-DoF

More information

Support Vector Machines

Support Vector Machines /9/207 MIST.6060 Busness Intellgence and Data Mnng What are Support Vector Machnes? Support Vector Machnes Support Vector Machnes (SVMs) are supervsed learnng technques that analyze data and recognze patterns.

More information

Wavefront Reconstructor

Wavefront Reconstructor A Dstrbuted Smplex B-Splne Based Wavefront Reconstructor Coen de Vsser and Mchel Verhaegen 14-12-201212 2012 Delft Unversty of Technology Contents Introducton Wavefront reconstructon usng Smplex B-Splnes

More information

Stiffness modeling for perfect and non-perfect parallel manipulators under internal and external loadings

Stiffness modeling for perfect and non-perfect parallel manipulators under internal and external loadings Stffness modelng for perfect and non-perfect parallel manpulators under nternal and external loadngs Alexandr Klmchk, Damen hablat, Anatol Pashkevch o cte ths verson: Alexandr Klmchk, Damen hablat, Anatol

More information

An Accurate Evaluation of Integrals in Convex and Non convex Polygonal Domain by Twelve Node Quadrilateral Finite Element Method

An Accurate Evaluation of Integrals in Convex and Non convex Polygonal Domain by Twelve Node Quadrilateral Finite Element Method Internatonal Journal of Computatonal and Appled Mathematcs. ISSN 89-4966 Volume, Number (07), pp. 33-4 Research Inda Publcatons http://www.rpublcaton.com An Accurate Evaluaton of Integrals n Convex and

More information

Optimum Synthesis of Mechanisms For Path Generation Using a New Curvature Based Deflection Based Objective Function

Optimum Synthesis of Mechanisms For Path Generation Using a New Curvature Based Deflection Based Objective Function Proceedngs of the 6th WSEAS Internatonal Conference on Smulaton, Modellng and Optmzaton, Lsbon, Portugal, September -4, 6 67 Optmum Synthess of Mechansms For Path Generaton Usng a ew Curvature Based Deflecton

More information

Six-axis Robot Manipulator Numerical Control Programming and Motion Simulation

Six-axis Robot Manipulator Numerical Control Programming and Motion Simulation 2016 Internatonal Conference on Appled Mechancs, Mechancal and Materals Engneerng (AMMME 2016) ISBN: 978-1-60595-409-7 S-as Robot Manpulator Numercal Control Programmng and Moton Smulaton Chen-hua SHE

More information

2x x l. Module 3: Element Properties Lecture 4: Lagrange and Serendipity Elements

2x x l. Module 3: Element Properties Lecture 4: Lagrange and Serendipity Elements Module 3: Element Propertes Lecture : Lagrange and Serendpty Elements 5 In last lecture note, the nterpolaton functons are derved on the bass of assumed polynomal from Pascal s trangle for the fled varable.

More information

Computational Issues in the Planning and Kinematics of Binary Robots Abstract 1. Introduction 2. Workspace Analysis and Optimization

Computational Issues in the Planning and Kinematics of Binary Robots Abstract 1. Introduction 2. Workspace Analysis and Optimization Computatonal Issues n the Plannng and Knematcs of Bnary Robots Matthew D. Lchter, Vvek A. Sujan, and Steven Dubowsky { lchter vasujan dubowsky@mt.edu } Department of Mechancal Engneerng Massachusetts Insttute

More information

A mathematical programming approach to the analysis, design and scheduling of offshore oilfields

A mathematical programming approach to the analysis, design and scheduling of offshore oilfields 17 th European Symposum on Computer Aded Process Engneerng ESCAPE17 V. Plesu and P.S. Agach (Edtors) 2007 Elsever B.V. All rghts reserved. 1 A mathematcal programmng approach to the analyss, desgn and

More information

Solving two-person zero-sum game by Matlab

Solving two-person zero-sum game by Matlab Appled Mechancs and Materals Onlne: 2011-02-02 ISSN: 1662-7482, Vols. 50-51, pp 262-265 do:10.4028/www.scentfc.net/amm.50-51.262 2011 Trans Tech Publcatons, Swtzerland Solvng two-person zero-sum game by

More information

SLAM Summer School 2006 Practical 2: SLAM using Monocular Vision

SLAM Summer School 2006 Practical 2: SLAM using Monocular Vision SLAM Summer School 2006 Practcal 2: SLAM usng Monocular Vson Javer Cvera, Unversty of Zaragoza Andrew J. Davson, Imperal College London J.M.M Montel, Unversty of Zaragoza. josemar@unzar.es, jcvera@unzar.es,

More information

Numerical model describing optimization of fibres winding process on open and closed frame

Numerical model describing optimization of fibres winding process on open and closed frame Journal of Physcs: Conference Seres PAPER OPEN ACCESS Numercal model descrbng optmzaton of fbres wndng process on open and closed frame To cte ths artcle: M Petr et al 06 J Phys: Conf Ser 738 0094 Vew

More information

Jeha Ryu* and Jongeun Cha. Jeha Ryu* is with Department of Mechatronics, Kwangju Institute of Science and Technology (K-JIST),

Jeha Ryu* and Jongeun Cha. Jeha Ryu* is with Department of Mechatronics, Kwangju Institute of Science and Technology (K-JIST), Volumetrc Error Analyss and Archtecture Optmzaton for Accuracy of HexaSldeype Parallel Manpulators Jeha Ryu* and Jongeun Cha Jeha Ryu* s wth Department of Mechatroncs, Kwangju Insttute of Scence and echnology

More information

Inverse Kinematic Solution of Robot Manipulator Using Hybrid Neural Network

Inverse Kinematic Solution of Robot Manipulator Using Hybrid Neural Network Inverse Knematc Soluton of Robot Manpulator Usng Hybrd Neural Network Panchanand Jha Natonal Insttute of Technology, Department of Industral Desgn, Rourkela, Inda Emal: jha_p007@hotmal.com Bbhut B. Bswal

More information

Computer Animation and Visualisation. Lecture 4. Rigging / Skinning

Computer Animation and Visualisation. Lecture 4. Rigging / Skinning Computer Anmaton and Vsualsaton Lecture 4. Rggng / Sknnng Taku Komura Overvew Sknnng / Rggng Background knowledge Lnear Blendng How to decde weghts? Example-based Method Anatomcal models Sknnng Assume

More information

VISUAL SELECTION OF SURFACE FEATURES DURING THEIR GEOMETRIC SIMULATION WITH THE HELP OF COMPUTER TECHNOLOGIES

VISUAL SELECTION OF SURFACE FEATURES DURING THEIR GEOMETRIC SIMULATION WITH THE HELP OF COMPUTER TECHNOLOGIES UbCC 2011, Volume 6, 5002981-x manuscrpts OPEN ACCES UbCC Journal ISSN 1992-8424 www.ubcc.org VISUAL SELECTION OF SURFACE FEATURES DURING THEIR GEOMETRIC SIMULATION WITH THE HELP OF COMPUTER TECHNOLOGIES

More information

A FORMULATION FOR AUTOMATED COMPUTER-AIDED DESIGN OF MACHINE PARTS

A FORMULATION FOR AUTOMATED COMPUTER-AIDED DESIGN OF MACHINE PARTS A FORMULAION FOR AUOMAED COMPUER-AIDED DESIGN OF MACHINE PARS Karm ABDEL-MALEK Center for Computer Aded Desgn (CCAD) and Department of Mechancal Engneerng, he Unversty of Iowa, Iowa Cty, IA 5, USA amale@engneerng.uowa.edu

More information

Module 6: FEM for Plates and Shells Lecture 6: Finite Element Analysis of Shell

Module 6: FEM for Plates and Shells Lecture 6: Finite Element Analysis of Shell Module 6: FEM for Plates and Shells Lecture 6: Fnte Element Analyss of Shell 3 6.6. Introducton A shell s a curved surface, whch by vrtue of ther shape can wthstand both membrane and bendng forces. A shell

More information

Kent State University CS 4/ Design and Analysis of Algorithms. Dept. of Math & Computer Science LECT-16. Dynamic Programming

Kent State University CS 4/ Design and Analysis of Algorithms. Dept. of Math & Computer Science LECT-16. Dynamic Programming CS 4/560 Desgn and Analyss of Algorthms Kent State Unversty Dept. of Math & Computer Scence LECT-6 Dynamc Programmng 2 Dynamc Programmng Dynamc Programmng, lke the dvde-and-conquer method, solves problems

More information

Mathematical Model for Motion Control of Redundant Robot Arms

Mathematical Model for Motion Control of Redundant Robot Arms Mathematcal Model for Moton Control of Redundant Robot Arms EVGENIY KRASTEV Department of Mathematcs and Informatcs Sofa Unversty St. Klment Ohrdsky 5, James Boucher blvd., 1164 Sofa BULGARIA eck@fm.un-sofa.bg

More information

NC-simulation for the prediction of surface finish in 5-axis High-Speed Machining

NC-simulation for the prediction of surface finish in 5-axis High-Speed Machining NC-smulaton for the predcton of surface fnsh n 5-axs Hgh-Speed Machnng Sylvan Lavernhe, Yann Qunsat, Chrstophe Tourner, Clare Lartgue, René Mayer To cte ths verson: Sylvan Lavernhe, Yann Qunsat, Chrstophe

More information

Modeling linkages in R using linkr

Modeling linkages in R using linkr Modelng lnkages n R usng lnkr Smulatng two- and three-dmensonal lnkage mechansms usng the R package lnkr Input dsplacement 0.0 0.2 0.4 0.6 0.8 1.0 Output dsplacement 0.0 0.2 0.4 0.6 0.8 1 / fma 0.4 0.6

More information

Kinematics Modeling and Analysis of MOTOMAN-HP20 Robot

Kinematics Modeling and Analysis of MOTOMAN-HP20 Robot nd Workshop on Advanced Research and Technolog n Industr Applcatons (WARTIA ) Knematcs Modelng and Analss of MOTOMAN-HP Robot Jou Fe, Chen Huang School of Mechancal Engneerng, Dalan Jaotong Unverst, Dalan,

More information

Sum of Linear and Fractional Multiobjective Programming Problem under Fuzzy Rules Constraints

Sum of Linear and Fractional Multiobjective Programming Problem under Fuzzy Rules Constraints Australan Journal of Basc and Appled Scences, 2(4): 1204-1208, 2008 ISSN 1991-8178 Sum of Lnear and Fractonal Multobjectve Programmng Problem under Fuzzy Rules Constrants 1 2 Sanjay Jan and Kalash Lachhwan

More information

Solitary and Traveling Wave Solutions to a Model. of Long Range Diffusion Involving Flux with. Stability Analysis

Solitary and Traveling Wave Solutions to a Model. of Long Range Diffusion Involving Flux with. Stability Analysis Internatonal Mathematcal Forum, Vol. 6,, no. 7, 8 Soltary and Travelng Wave Solutons to a Model of Long Range ffuson Involvng Flux wth Stablty Analyss Manar A. Al-Qudah Math epartment, Rabgh Faculty of

More information

Inverse Kinematics (part 2) CSE169: Computer Animation Instructor: Steve Rotenberg UCSD, Spring 2016

Inverse Kinematics (part 2) CSE169: Computer Animation Instructor: Steve Rotenberg UCSD, Spring 2016 Inverse Knematcs (part 2) CSE169: Computer Anmaton Instructor: Steve Rotenberg UCSD, Sprng 2016 Forward Knematcs We wll use the vector: Φ... 1 2 M to represent the array of M jont DOF values We wll also

More information

The Structure and Dimensional Design of a Reconfigurable PKM

The Structure and Dimensional Design of a Reconfigurable PKM Internatonal Journal of Advanced Robotc Systems ARTICLE The Structure and Dmensonal Desgn of a Reconfgurable PKM Regular Paper Xaoqang Tang,*, Dengfeng Sun 2 and Zhufeng Shao The State Key Laboratory of

More information

Multi-posture kinematic calibration technique and parameter identification algorithm for articulated arm coordinate measuring machines

Multi-posture kinematic calibration technique and parameter identification algorithm for articulated arm coordinate measuring machines Mult-posture knematc calbraton technque and parameter dentfcaton algorthm for artculated arm coordnate measurng machnes Juan-José AGUILAR, Jorge SANTOLARIA, José-Antono YAGÜE, Ana-Crstna MAJARENA Department

More information

A proposal for the motion analysis method of skiing turn by measurement of orientation and gliding trajectory

A proposal for the motion analysis method of skiing turn by measurement of orientation and gliding trajectory Avalable onlne at www.scencedrect.com Proceda Engneerng 13 (211) 17 22 5 th Asa-Pacfc Congress on Sports Technology (APCST) A proposal for the moton analyss method of skng turn by measurement of orentaton

More information

Lecture 5: Multilayer Perceptrons

Lecture 5: Multilayer Perceptrons Lecture 5: Multlayer Perceptrons Roger Grosse 1 Introducton So far, we ve only talked about lnear models: lnear regresson and lnear bnary classfers. We noted that there are functons that can t be represented

More information

Realistic Posture Prediction

Realistic Posture Prediction Realstc Posture Predcton K. Abdel-Malek W. Yu M. Jaber 2 Department of Mechancal Engneerng and Center for Computer Aded Desgn (CCAD) The Unversty of Iowa Iowa Cty, IA 52242 Tel. (39) 335-5676 Fax. (39)

More information

Design and Implementation of Trainable Robotic Arm

Design and Implementation of Trainable Robotic Arm Internatonal Journal of Scence, Engneerng and Technology Research (IJSETR) Desgn and Implementaton of Tranable Robotc Arm Mo Mo Aung 1, Saw Aung Nyen Oo 2 1 Master Canddate, Department of Electronc Engneerng,

More information

LU Decomposition Method Jamie Trahan, Autar Kaw, Kevin Martin University of South Florida United States of America

LU Decomposition Method Jamie Trahan, Autar Kaw, Kevin Martin University of South Florida United States of America nbm_sle_sm_ludecomp.nb 1 LU Decomposton Method Jame Trahan, Autar Kaw, Kevn Martn Unverst of South Florda Unted States of Amerca aw@eng.usf.edu nbm_sle_sm_ludecomp.nb 2 Introducton When solvng multple

More information

Kiran Joy, International Journal of Advanced Engineering Technology E-ISSN

Kiran Joy, International Journal of Advanced Engineering Technology E-ISSN Kran oy, nternatonal ournal of Advanced Engneerng Technology E-SS 0976-3945 nt Adv Engg Tech/Vol. V/ssue /Aprl-une,04/9-95 Research Paper DETERMATO O RADATVE VEW ACTOR WTOUT COSDERG TE SADOWG EECT Kran

More information

X- Chart Using ANOM Approach

X- Chart Using ANOM Approach ISSN 1684-8403 Journal of Statstcs Volume 17, 010, pp. 3-3 Abstract X- Chart Usng ANOM Approach Gullapall Chakravarth 1 and Chaluvad Venkateswara Rao Control lmts for ndvdual measurements (X) chart are

More information

FEATURE EXTRACTION. Dr. K.Vijayarekha. Associate Dean School of Electrical and Electronics Engineering SASTRA University, Thanjavur

FEATURE EXTRACTION. Dr. K.Vijayarekha. Associate Dean School of Electrical and Electronics Engineering SASTRA University, Thanjavur FEATURE EXTRACTION Dr. K.Vjayarekha Assocate Dean School of Electrcal and Electroncs Engneerng SASTRA Unversty, Thanjavur613 41 Jont Intatve of IITs and IISc Funded by MHRD Page 1 of 8 Table of Contents

More information

Parallelism for Nested Loops with Non-uniform and Flow Dependences

Parallelism for Nested Loops with Non-uniform and Flow Dependences Parallelsm for Nested Loops wth Non-unform and Flow Dependences Sam-Jn Jeong Dept. of Informaton & Communcaton Engneerng, Cheonan Unversty, 5, Anseo-dong, Cheonan, Chungnam, 330-80, Korea. seong@cheonan.ac.kr

More information

Finite Element Analysis of Rubber Sealing Ring Resilience Behavior Qu Jia 1,a, Chen Geng 1,b and Yang Yuwei 2,c

Finite Element Analysis of Rubber Sealing Ring Resilience Behavior Qu Jia 1,a, Chen Geng 1,b and Yang Yuwei 2,c Advanced Materals Research Onlne: 03-06-3 ISSN: 66-8985, Vol. 705, pp 40-44 do:0.408/www.scentfc.net/amr.705.40 03 Trans Tech Publcatons, Swtzerland Fnte Element Analyss of Rubber Sealng Rng Reslence Behavor

More information

Boundary Condition Simulation for Structural Local Refined Modeling Using Genetic Algorithm

Boundary Condition Simulation for Structural Local Refined Modeling Using Genetic Algorithm 2016 Internatonal Conference on Artfcal Intellgence: Technques and Applcatons (AITA 2016) ISBN: 978-1-60595-389-2 Boundary Condton Smulaton for Structural Local Refned Modelng Usng Genetc Algorthm Zhong

More information

The Codesign Challenge

The Codesign Challenge ECE 4530 Codesgn Challenge Fall 2007 Hardware/Software Codesgn The Codesgn Challenge Objectves In the codesgn challenge, your task s to accelerate a gven software reference mplementaton as fast as possble.

More information

Intelligent Dynamic Simulation of Mechanisms

Intelligent Dynamic Simulation of Mechanisms Intellgent Dynamc Smulaton of Mechansms Glenn A. Kramer Schlumberger Laboratory for Computer Scence 8311 North RR 620 Austn, Texas 78726 net: gak~slcs.slb.com Abstract Dynamc smulaton nvolves solvng sets

More information

PHYSICS-ENHANCED L-SYSTEMS

PHYSICS-ENHANCED L-SYSTEMS PHYSICS-ENHANCED L-SYSTEMS Hansrud Noser 1, Stephan Rudolph 2, Peter Stuck 1 1 Department of Informatcs Unversty of Zurch, Wnterthurerstr. 190 CH-8057 Zurch Swtzerland noser(stuck)@f.unzh.ch, http://www.f.unzh.ch/~noser(~stuck)

More information

Investigations of Topology and Shape of Multi-material Optimum Design of Structures

Investigations of Topology and Shape of Multi-material Optimum Design of Structures Advanced Scence and Tecnology Letters Vol.141 (GST 2016), pp.241-245 ttp://dx.do.org/10.14257/astl.2016.141.52 Investgatons of Topology and Sape of Mult-materal Optmum Desgn of Structures Quoc Hoan Doan

More information

Content Based Image Retrieval Using 2-D Discrete Wavelet with Texture Feature with Different Classifiers

Content Based Image Retrieval Using 2-D Discrete Wavelet with Texture Feature with Different Classifiers IOSR Journal of Electroncs and Communcaton Engneerng (IOSR-JECE) e-issn: 78-834,p- ISSN: 78-8735.Volume 9, Issue, Ver. IV (Mar - Apr. 04), PP 0-07 Content Based Image Retreval Usng -D Dscrete Wavelet wth

More information

A MOVING MESH APPROACH FOR SIMULATION BUDGET ALLOCATION ON CONTINUOUS DOMAINS

A MOVING MESH APPROACH FOR SIMULATION BUDGET ALLOCATION ON CONTINUOUS DOMAINS Proceedngs of the Wnter Smulaton Conference M E Kuhl, N M Steger, F B Armstrong, and J A Jones, eds A MOVING MESH APPROACH FOR SIMULATION BUDGET ALLOCATION ON CONTINUOUS DOMAINS Mark W Brantley Chun-Hung

More information

A Binarization Algorithm specialized on Document Images and Photos

A Binarization Algorithm specialized on Document Images and Photos A Bnarzaton Algorthm specalzed on Document mages and Photos Ergna Kavalleratou Dept. of nformaton and Communcaton Systems Engneerng Unversty of the Aegean kavalleratou@aegean.gr Abstract n ths paper, a

More information

S.P.H. : A SOLUTION TO AVOID USING EROSION CRITERION?

S.P.H. : A SOLUTION TO AVOID USING EROSION CRITERION? S.P.H. : A SOLUTION TO AVOID USING EROSION CRITERION? Célne GALLET ENSICA 1 place Emle Bloun 31056 TOULOUSE CEDEX e-mal :cgallet@ensca.fr Jean Luc LACOME DYNALIS Immeuble AEROPOLE - Bat 1 5, Avenue Albert

More information

A unified library of nonlinear solution schemes

A unified library of nonlinear solution schemes A unfed lbrary of nonlnear soluton schemes Sofe E. Leon, Glauco H. Paulno, Anderson Perera, Ivan F. M. Menezes, Eduardo N. Lages 7/27/2011 Motvaton Nonlnear problems are prevalent n structural, flud, contnuum,

More information

Line-based Camera Movement Estimation by Using Parallel Lines in Omnidirectional Video

Line-based Camera Movement Estimation by Using Parallel Lines in Omnidirectional Video 01 IEEE Internatonal Conference on Robotcs and Automaton RverCentre, Sant Paul, Mnnesota, USA May 14-18, 01 Lne-based Camera Movement Estmaton by Usng Parallel Lnes n Omndrectonal Vdeo Ryosuke kawansh,

More information

Conceptual Design and Workspace Analysis of an Exechon-inspired Parallel Kinematic Machine

Conceptual Design and Workspace Analysis of an Exechon-inspired Parallel Kinematic Machine Conceptual Desgn and Workspace Analyss of an Exechon-nspred Parallel Knematc Machne Tang, T., Zhao, Y., Jun, Z., & Jn, Y. (2015). Conceptual Desgn and Workspace Analyss of an Exechonnspred Parallel Knematc

More information

Load Balancing for Hex-Cell Interconnection Network

Load Balancing for Hex-Cell Interconnection Network Int. J. Communcatons, Network and System Scences,,, - Publshed Onlne Aprl n ScRes. http://www.scrp.org/journal/jcns http://dx.do.org/./jcns.. Load Balancng for Hex-Cell Interconnecton Network Saher Manaseer,

More information

Range images. Range image registration. Examples of sampling patterns. Range images and range surfaces

Range images. Range image registration. Examples of sampling patterns. Range images and range surfaces Range mages For many structured lght scanners, the range data forms a hghly regular pattern known as a range mage. he samplng pattern s determned by the specfc scanner. Range mage regstraton 1 Examples

More information

S1 Note. Basis functions.

S1 Note. Basis functions. S1 Note. Bass functons. Contents Types of bass functons...1 The Fourer bass...2 B-splne bass...3 Power and type I error rates wth dfferent numbers of bass functons...4 Table S1. Smulaton results of type

More information

SIMULTANEOUS REGISTRATION OF MULTIPLE VIEWS OF A 3D OBJECT

SIMULTANEOUS REGISTRATION OF MULTIPLE VIEWS OF A 3D OBJECT SIMULTANEOUS REGISTRATION OF MULTIPLE VIEWS OF A 3D OBJECT Helmut Pottmann a, Stefan Leopoldseder a, Mchael Hofer a a Insttute of Geometry, Venna Unversty of Technology, Wedner Hauptstr. 8 10, A 1040 Wen,

More information

Mathematics 256 a course in differential equations for engineering students

Mathematics 256 a course in differential equations for engineering students Mathematcs 56 a course n dfferental equatons for engneerng students Chapter 5. More effcent methods of numercal soluton Euler s method s qute neffcent. Because the error s essentally proportonal to the

More information

Stiffness characterization of a 3-PPR planar parallel manipulator with actuation compliance

Stiffness characterization of a 3-PPR planar parallel manipulator with actuation compliance Orgnal Artcle Stffness characterzaton of a -PPR planar parallel manpulator wth actuaton complance Proc IMechE Part C: J Mechancal Engneerng Scence 15 Vol. 9(1) 91! IMechE 14 Reprnts and permssons: sagepub.co.uk/journalspermssons.nav

More information

Contours Planning and Visual Servo Control of XXY Positioning System Using NURBS Interpolation Approach

Contours Planning and Visual Servo Control of XXY Positioning System Using NURBS Interpolation Approach Inventon Journal of Research Technology n Engneerng & Management (IJRTEM) ISSN: 2455-3689 www.jrtem.com olume 1 Issue 4 ǁ June. 2016 ǁ PP 16-23 Contours Plannng and sual Servo Control of XXY Postonng System

More information

3D vector computer graphics

3D vector computer graphics 3D vector computer graphcs Paolo Varagnolo: freelance engneer Padova Aprl 2016 Prvate Practce ----------------------------------- 1. Introducton Vector 3D model representaton n computer graphcs requres

More information

MECHATRONIC MODEL FOR THE DYNAMIC ANALYSIS OF A ROBOTIC SYSTEM

MECHATRONIC MODEL FOR THE DYNAMIC ANALYSIS OF A ROBOTIC SYSTEM Bulletn of the Translvana Unversty of Braşov Seres I: Engneerng Scences Vol. 6 (55) No. 2-2013 MECHATRONIC MODEL FOR THE DYNAMIC ANALYSIS OF A ROBOTIC SYSTEM Monca ENESCU 1 Abstract: The present paper

More information

Efficient mechatronic evaluation of machine tool designs using model reduction

Efficient mechatronic evaluation of machine tool designs using model reduction Mechatroncs 2010, June 28 30, Swss Federal Insttute of Technology ETH, Zurch Swtzerland 1 Effcent mechatronc evaluaton of machne tool desgns usng model reducton P. Magle *, R. Carbn, S. Wekert, K. Wegener

More information

The Greedy Method. Outline and Reading. Change Money Problem. Greedy Algorithms. Applications of the Greedy Strategy. The Greedy Method Technique

The Greedy Method. Outline and Reading. Change Money Problem. Greedy Algorithms. Applications of the Greedy Strategy. The Greedy Method Technique //00 :0 AM Outlne and Readng The Greedy Method The Greedy Method Technque (secton.) Fractonal Knapsack Problem (secton..) Task Schedulng (secton..) Mnmum Spannng Trees (secton.) Change Money Problem Greedy

More information

Calibration of an Articulated Camera System with Scale Factor Estimation

Calibration of an Articulated Camera System with Scale Factor Estimation Calbraton of an Artculated Camera System wth Scale Factor Estmaton CHEN Junzhou, Kn Hong WONG arxv:.47v [cs.cv] 7 Oct Abstract Multple Camera Systems (MCS) have been wdely used n many vson applcatons and

More information

An Iterative Solution Approach to Process Plant Layout using Mixed Integer Optimisation

An Iterative Solution Approach to Process Plant Layout using Mixed Integer Optimisation 17 th European Symposum on Computer Aded Process Engneerng ESCAPE17 V. Plesu and P.S. Agach (Edtors) 2007 Elsever B.V. All rghts reserved. 1 An Iteratve Soluton Approach to Process Plant Layout usng Mxed

More information

Stability and Gait Planning of 3-UPU Hexapod Walking Robot

Stability and Gait Planning of 3-UPU Hexapod Walking Robot Artcle Stablty and Gat Plannng of 3-UPU Hexapod Walkng Robot Ruqn L *, Hongwe Meng, Shaopng Ba, Ynyn Yao, Janwe Zhang,3 School of Mechancal Engneerng, North Unversty of Chna, ayuan 03005, Chna; Department

More information

Kinematics and Numerical Algebraic Geometry

Kinematics and Numerical Algebraic Geometry Knematcs and Numercal Algebrac Geometry Charles Wampler General Motors R&D Center Warren, Mchgan, USA Includng collaboratons wth: Andrew Sommese Jon Hauensten Dan Bates Notre Dame Teas A&M Colorado St.

More information

A Fast Visual Tracking Algorithm Based on Circle Pixels Matching

A Fast Visual Tracking Algorithm Based on Circle Pixels Matching A Fast Vsual Trackng Algorthm Based on Crcle Pxels Matchng Zhqang Hou hou_zhq@sohu.com Chongzhao Han czhan@mal.xjtu.edu.cn Ln Zheng Abstract: A fast vsual trackng algorthm based on crcle pxels matchng

More information

Improvement of Spatial Resolution Using BlockMatching Based Motion Estimation and Frame. Integration

Improvement of Spatial Resolution Using BlockMatching Based Motion Estimation and Frame. Integration Improvement of Spatal Resoluton Usng BlockMatchng Based Moton Estmaton and Frame Integraton Danya Suga and Takayuk Hamamoto Graduate School of Engneerng, Tokyo Unversty of Scence, 6-3-1, Nuku, Katsuska-ku,

More information

Cable optimization of a long span cable stayed bridge in La Coruña (Spain)

Cable optimization of a long span cable stayed bridge in La Coruña (Spain) Computer Aded Optmum Desgn n Engneerng XI 107 Cable optmzaton of a long span cable stayed brdge n La Coruña (Span) A. Baldomr & S. Hernández School of Cvl Engneerng, Unversty of Coruña, La Coruña, Span

More information

An Optimal Algorithm for Prufer Codes *

An Optimal Algorithm for Prufer Codes * J. Software Engneerng & Applcatons, 2009, 2: 111-115 do:10.4236/jsea.2009.22016 Publshed Onlne July 2009 (www.scrp.org/journal/jsea) An Optmal Algorthm for Prufer Codes * Xaodong Wang 1, 2, Le Wang 3,

More information

Computer-Aided Modelling for a Poly Articulated Robotic Arm with Spherical Joints

Computer-Aided Modelling for a Poly Articulated Robotic Arm with Spherical Joints Proceedngs of the World Congress on Engneerng 211 Vol III, July 6-8, 211, London, U.K. Computer-ded Modellng for a Poly rtculated Robotc rm wth Sphercal Jonts Voleta Dumtru, Sorn Dumtru bstract: The paper

More information