Quasi-Static Rolling Control of the Rolling Disk Biped Robot

Size: px
Start display at page:

Download "Quasi-Static Rolling Control of the Rolling Disk Biped Robot"

Transcription

1 Equatn Chapter 1 Sectn IEEE Internatnal Cnference n Rbtcs and Autmatn Pasadena, CA, USA, May 19-23, 2008 Quas-Statc Rllng Cntrl f the Rllng Dsk Bped Rbt Crstan C Phpps, Student Member, IEEE, and Mark A. Mnr, Member, IEEE Abstract Mtvated by the need fr greater speed, adaptablty and effcency n legged rbts, a class f hybrd rbts have been develped whch hybrdze rllng lcmtn wth legged lcmtn. Heren we present a quas-statc rllng cntrl law fr the hybrd clmbng/rllng rbt the Rllng Dsk Bped. We prvde expermental results cmparng speed and energy cnsumptn data fr quas-statc rllng versus walkng. We shw that rllng can sgnfcantly mprve energy effcency ver walkng by as much as a factr f 3.9. I. INTRODUCTION tvated by the need fr greater speed, effcency Mand adaptablty n clmbng and walkng rbts, we have develped a class f rbts whch hybrdze clmbng and walkng wth rllng lcmtn [1-3]. The nnvatve mrphlges f these rbts allw fr rllng lcmtn wthut the need fr addtnal resurces beynd thse requred fr clmbng and walkng. By ncreasng the avalable mdes f lcmtn, the adaptablty f a mble rbt s ncreased because t may select the lcmtn methd best suted fr a partcular peratnal envrnment. Legged lcmtn s excellent fr mvng thrugh rugh and unstructured terran, but s slw and demandng f energy. Rllng s apt t hgher speeds and s mre energy effcent (especally n dwnhll slpes) but requres smther, better structured envrnments. Heren we prve that rllng mdes f lcmtn n such hybrd rbts are capable f greater energy effcences than walkng mdes. The quas-statc rllng lcmtn cntrl we have develped and tested n ths paper s capable f mprvng energy effcency by as much as a factr f 3.9 ver walkng n the Rllng Dsk Bped (RDB) rbt when magnets are used as grppers. The mtrs alne may use 14% less energy fr rllng than the mst effcent walkng gat evaluated here. The RDB s a three degree-f-freedm planar rbt whch serves as a tw dmensnal test-bed fr ur studes n the hybrdzatn f clmbng and rllng and the cntrl theref. Refer t [1, 2] fr detals f ts desgn. Experence wth the RDB wll be appled twards future desgn teratns f the RDB and the sphercal hexapd rbt Hex- Manuscrpt receved September 13, C. C Phpps s wth the Unversty f Utah Department f Mechancal Engneerng, Salt Lake Cty, UT USA (phne: ; fax: ; e-mal: crstanphpps@gmal.cm). M. A. Mnr s wth the Unversty f Utah Department f Mechancal Engneerng, Salt Lake Cty, UT USA (e-mal: mnr@mech.utah.edu). A-Ball (HAB) [3], bth whch are antcpated t extend the capabltes f the current RDB nt E 3. Our quas-statc rllng cntrller (ntrduced n [3]) wrks by slwly mvng the rbt s center f gravty (CG) abut ts gemetrc center thrugh crdnated jnt mvements; f the CG s mved suffcently slwly, the rbt shuld rll t mantan equlbrum. Other rbts have demnstrated the success f smlar CG ffset rllng methds such as thse by Halme [4], Mukherjee [5], Ym [6], Yamawak [7], and Lee [8]. A cntrller such as the ne we present here s best suted fr passve stablzatn at a desred rentatn and fr slwer rllng lcmtn ( rev/s n the RDB) and pstnng where nertal effects are mstly neglgble. Feed-frward jnt paths are calculated fflne usng a statc ptmzatn rutne t fnd jnt angles whse effect s t cause the net rbt CG path t track a reference rbt abut the gemetrc center f the rbt at a specfed radus. Such jnt paths are generated fr rad between 2 and 8 mm and are played back at rates between 10 /s and 30 /s. We cmpare expermental results f these rllng trajectres and evaluate energy effcency and trajectry trackng characterstcs. We als cmpare these rllng lcmtn results aganst rudmentary walkng lcmtn data btaned fr the RDB prttype. The cntrller presented here s an mprvement ver the mdel based cntrller f [1, 2] whch was nt capable f reprducng expected results. The cntrller n [1, 2] uses plynmal jnt trajectres t create a net change n the RDB s CG pstn; smulatns are used t manually tune the plynmal parameters such that an entre revlutn f the RDB results. A lkely cause fr the falure f ths cntrller t prduce expected results s dscrepances between mdel parameters used n the smulatns and thse f the actual system especally vscus frctn parameters. It wll be shwn that the quas-statc rllng lcmtn cntrller we have develped s capable f prducng nearly an entre revlutn f the RDB rbt and trackng a rllng angle reference reasnably well. Further, we wll shw that ths rllng methd s capable f ncreasng energy effcency n a dstance bass by as much as a factr f 3.9. We begn ths paper wth a descrptn f the knematc mdel f the RDB n Sectn II. Our quas-statc rllng lcmtn cntrller s detaled n Sectn III. We present and dscuss ur expermental results n Sectn IV. Cnclusns and dscussn f future wrk s cntaned n Sectn V /08/$ IEEE. 1239

2 c T m0 0 m1 1 1 m2 2 2 m3 3 3 m b + T b + T b + T b t fr 0 φ < 60 c T m m1 1+ m m m T b b T b T b t c fr 60 φ < 180 r = c T m0 0 0 m1 1 1 m2 2 m3 3 3 m T b + T b + b + T b t fr 180 φ < 300 c T m m m m 3 3 m T b T b T b b t fr 300 φ < 360 (1) Fg. 1. Knematc mdel f the RDB used fr rllng lcmtn analyses. TABLE 1 VALUES FOR DH AND INERTIAL PARAMETERS USED IN CALCULATIONS AND APPEARING IN FIG. 1 a θ m b (mm) (deg) (g) (mm) Na Na 0 84 * 182 [ ] T * 363 [ ] T * 376 [ ] T 3 84 * 209 [ ] T Na Na where T j s a hmgeneus transfrmatn matrx representng the crdnate transfrmatn frm frame j t, and b s the hmgeneus crdnate f the CG f lnk n frame. The mass f lnk s m, and the ttal mass s mt = m0 + m1+ m2 + m3. Table 1 prvdes numercal values fr the cnstants appearng n the abve equatns and n Fg. 1. Imprtant quanttes used extensvely thrugh the rest f ths paper are the CG Offset Length L L = r + r (2) c 2 c II. ROLLING DISK BIPED KINEMATICS The net CG lcatn f the RDB s determned frm the relatve pstns f ts lnks. The standard Denavt- Hartenberg (DH) cnventn [9] s used fr knematc parameterzatn f the RDB. Fg. 1 dentfes the DH parameters n a knematc drawng f the RDB. Frame c lcates the center f the Rllng Crcle whch s cncdent wth the center f the crcular rllng surface f the grunded lnk and s fxed wth respect t that lnk. Frame g lcates the grund cntact pnt where y g s defned as the nrmal t the rllng surface and z g pnts nt the plane. The Rllng Angle φ s the rtatn f frame c abut z g. The CG lcatn c r expressed n frame c s fund n hmgeneus crdnates usng: and the CG Offset Angle ψ c c ψ = atan2( r2, r1) + 90 (3) where the ceffcents c r 1 and c r 2 are the frst and secnd elements f c r respectvely. III. QUASI-STATIC ROLLING CONTROL Assumng rllng resstances and nertal effects t be neglgble, gravty wll cause the RDB t settle t the rentatn n whch ts CG s drectly abve ts grund cntact pnt, resultng n statc equlbrum. If the CG pstn s slwly perturbed, the RDB wll rll t restre equlbrum. Ths prncple s llustrated n Fg. 2. Our assumptns allw us t further assume that the rentatn the RDB settles t s ndependent f the CG Offset Length L ( L 0 ), and nly dependent n the CG Offset Angle ψ. Hence, ψ = wll prduce a full rtatn f the 1240

3 φ 0 k φcrt, n 0= θ θnm +Δθk, tanh 180 φ φ smth, n crt, n (6) Fg. 2. Quas-statc rllng prncple. The shaded fgures n the upper-rght f each frame shw sample RDB cnfguratns fr each nstance. RDB f L > 0 fr all ψ. Realstcally hwever, the larger L s, the greater the cntrl authrty and stablty f the rentatn. A. Generatn f Jnt Paths by CG Offset Length Optmzatn Our quas-statc rllng cntrl strategy s t generate jnt paths whch prduce CG Offset Length paths ( L > 0 ) fr CG Offset Angles ψ = The jnt paths are then used as feed-frward cntrl nputs t the jnt servs, played back at varus rates. We treat the generatn f these paths as a sequence f cnstraned ptmzatn prblems where ur bjectve s t fnd jnt angles, θ k, whch maxmze CG Offset Length, L k, at dscreet pnts, φ k, f the Rllng Angle path. The subscrpt k s ntrduced t dente the k th ptmzatn prblem. Matlab s fmncn functn s used t sequentally slve each k ptmzatn prblem where the jnt pstns resultng frm ptmzatn k are used as ntal estmates fr ptmzatn k+1. The ptmzatn cnstrants are detaled belw. Maxmum CG Offset Length: The CG Offset Length L k, calculated usng (2), s cnstraned t sme Maxmum CG Offset Length L max. Ths s accmplshed wth the nequalty cnstrant 0 Lk Lmax (4) CG Offset Angle: Fr any desred Rllng Angleφ k, the CG Offset Angle ψ k, calculated usng (3), must match, resultng n the equalty cnstrant 0 φk ψk = (5) Rllng Surface Cntnuty: Ensurng cntnuty n the RDB s rllng surface requres that the jnt varables be cnstraned t ther nmnal pstns when the Rllng Angle s near the angles crrespndng t the jnt lcatns and the termnal ends f the rbt,.e. φ crt = {0,60,180,300,360 }. The hyperblc-tangent functn s used t cnstran the jnt varables wthn an envelpe accrdng t where θ nm = 120 s the nmnal jnt angle fr all jnts (perfect crcle cnfguratn), Δ θ k, s the devatn frm the nmnal value fr jnt cnstraned t Δθallw Δθk, Δ θallw, where Δ θallw s determned by the physcal angular lmt f the jnts. φ k s the desred Rllng Angle and φsmth = φcrt 30 s the Rllng Angle at whch the envelpe begns t narrw as φ crt s apprached; 30 was chsen because t s the largest value that allws the envelpe t pen t ts maxmum value between φ crt = 0 and 60 (smlarly between φ crt = 300 and 360 ). The value f ndex n s determned by the desred Rllng Angle as < n = < 1 fr 0 φk 30 2 fr 30 φk < fr 120 φk fr 240 φk < fr 330 φk 360 Ft-Aganst-Ft Interference: Fr any desred Rllng Angle, the RDB s lmted t jnt cnfguratns whch d nt result n cllsns between the feet. The magntude f a ft cllsn s quantfed by cmparng the dstances frm the edges f Ft One (O -2 and O -1 ) t Ft Tw (O 3 and O 4 ). A cllsn s determned t have ccurred f x0 d and 0 x d where d j s the nter-rgn vectr frm frame t j expressed n frame 0 fr ={-1,-2} and j={3,4}. Ths prncple s llustrated n Fg. 3. Relevant parameters are lsted n Table 1 and may be used t determne the lcatns f the crdnate frame rgns representng the ft edges. A numercal value descrbng the relatve clseness f the ft surfaces t ne anther may be fund by u x d f 0 x d j 3 j j = x3 dj f 0 x0 dj x0 dj + x3 dj else where negatve values fr u j ndcate n cllsn and pstve values ndcate a cllsn. The resultng nequalty cnstrants are j j (7) (8) (9) 1241

4 Fg. 3. Illustratn f ft cllsn quantfcatn cncept. 0 u fr = { 1, 2}, j = {3, 4}. (10) j Sample jnt path generatn results are prtrayed n Fg. 4 whch shws jnt and CG paths fr allwed Max. CG Offset Lengths f 2 and 8 mm. It can clearly be seen that ur jnt path generatn rutne was successful n prducng cntnuus jnt paths whch result n CG Offset Length paths f nearly cnstant value at the desred Max. CG Offset Lengths. The exceptn s at CG Offset Angles near φ crt where the rllng surface cntnuty cnstrant causes the CG Offset Length t dp twards zer. Thugh we neglect nertal effects n the develpment f ur quas-statc cntrl law, we assume that enugh mmentum and gravtatnal effects due t system lag wll be present n expermentatn t carry the rbt past φ crt. The rllng surface cntnuty cnstrant als causes Jnts 1 and 3 t dsplace rapdly near φ crt whch mght ntrduce unwanted dynamc effects. Hwever, by nspectn, ther acceleratns are nearly equal and n ppste drectns whch helps t cancel ut ther net dynamc effect. These rapd jnt dsplacements als place lmts n hw fast the jnt paths may be played back n the rbt whch has a lmted jnt angle rate large gear rats are requred fr clmbng and restrct the amunt f mtr pwer avalable as speed. Ntce als that the jnt paths fr dfferent Max. CG Offset Lengths have very smlar shapes and are nearly scaled versns f each ther, larger Max. CG Offset Lengths requrng larger jnt devatns. A majr mplcatn f ths s that mre energy wll be requred t run larger Max. CG Offset paths, as they requre greater jnt artculatns. IV. RESULTS A. Expermental Setup Walkng and rllng experments are perfrmed usng the RDB rbt and a dspace 1103 cntrller bard s used fr Fg. 4. Results f jnt path generatn fr Maxmum CG Offset Lengths f 2 and 8 mm. Jnt paths and CG Offset Length are shwn as functns f the desred CG Offset Angle. The crrespndng path f the net CG abut the gemetrc center f the rllng crcle s ncluded fr each set f jnt paths. cntrl. PWM mtr cntrl sgnals frm the dspace are amplfed by H-brdges, and bnary grpper cntrl sgnals frm the dspace cntrl dgtal swtches t allw current t the elctr-magnetc grppers. Pwer t the H-brdges and magnets s prvded by a 24V 10A DC pwer supply. Pwer t the RDB s mtrs, magnets and ptentmeters s prvded va a tether, whch als transmts jnt pstn ptentmeter sgnals t the dspace. T mntr mtr and magnet pwer draw, current shunt resstrs are cnnected n seres n the lw sdes f the H- brdge pwer supply and magnets. Dfference amplfers are used t amplfy the vltage drp acrss the resstrs whch s measured and recrded by the dspace. Fr purpses f cmparsn between the dfferent mdes f lcmtn, we chse t express energy cnsumptn n a per meter bass. Fr rllng experments, we assume exactly ne revlutn s cmpleted fr all experments perfrmed. 1242

5 Fg. 5. Stll frames f the RDB rllng ne revlutn (usng the 8 mm Max. CG Offset Length - 30 /s CG Offset Angle Rate trajectry). The cntrller fr the RDB s created usng Smulnk 6.1 and s dwnladed t the dspace bard usng Matlab Real-Tme Wrkshp. The cntrller cnssts f a feedfrward jnt trajectry nput t a prprtnal cntrl serv lp whch cntrls the pstn f the three jnts n the RDB. Cntrl fr the grppers s prvded by feed-frward bnary trajectres. A samplng rate f 1k Hz s used n the mplementatn f the cntrller. User nterface wth and data cllectn frm the dspace 1103 bard are prvded by dspace Cntrl Desk Develper Versn sftware. Data fr jnt errrs and mtr and magnet pwer draw are sampled and recrded at a rate f 100 Hz. Stll frame analyss f vde captures s used t manually measure Rllng Angles at a rate f 12 equally spaced frames per desred revlutn f the RDB, and at the fnal restng Rllng Angle. Analyss f ur Rllng Angle measurement technque prved t t be suffcently precse wth a standard devatn n repeated measurements f 1.2 r less. Rllng experments are perfrmed n ur lab n unpadded ndustral lp-ple carpet surfaces. Walkng experments are perfrmed n ur lab n 3/16 steel plate. B. Level Surface Quas-Statc Rllng Experments Usng Cnstant CG Offset Angle Rate Trajectres Level surface quas-statc rllng experments are evaluated usng Cnstant CG Angle Offset Rate (CCGOAR) trajectres. As ther name mples, these trajectres prduce a CG trajectry abut the gemetrc center f the rllng crcle at sme cnstant CG Offset Angle rate. They were generated usng paths f Maxmum CG Offset Lengths (MCGOL) f 2, 4, 6, and 8 mm (generated as detaled n Sectn III.A), played at Cnstant CG Offset Angle Rates (CCGOAR) f 10, 20, and 30 /s. Trajectres f MCGOL greater than 8 mm cause the rbt jnts t exceed ther lmts and are therefre nt evaluated. Trajectres wth CCGOAR greater than 30 /s requre jnt trajectres whch the current RDB actuatrs cannt suffcently track and are therefre nt evaluated ether. Fve experments were perfrmed fr each trajectry n rder t evaluate success rate (number f experments prducng maxmum Rllng Angles greater than 330 ). Mtr pwer cnsumptn and jnt errr data cllected usng the Cntrl Desk sftware was analyzed fr all f each set f fve experments, and stll frame analyss was used n ne f each set f fve experments. Refer t Fg. 5 fr an example f the RDB rllng usng ur quas-statc cntrl law. The plts n Fg. 6a-d shw the results f the stll frame analyss prvdng measured Rllng Angle trajectres fr MCGOL f 2, 4, 6, and 8 mm respectvely. It s clearly seen that as MCGOL ncreases, trajectry trackng s mprved as a result f the greater cntrl authrty prvded by larger mments. In Table 2 we shw the Rllng Angle Errr RMS data, whch supprt ths bservatn. Als, nte the perfect success rates n Table 3 fr the 8 mm MCGOL trajectres, and the generally pr success rates fr the 2 mm MCGOL trajectres whch further supprt ths bservatn. It s als nterestng t nte n Fg. 6 that many f the trajectres dsplay nn-quas-statc characterstcs; e.g. the 2 mm MCGOL - 30 /s CCGOAR trajectry shws perds f rapd rllng rates frm stll frame 2 t 4 and agan frm stll frame 7 t 9. Such dynamc effects are n fact qute mprtant t the success f ur cntrl law. Ntce n Table 3 that perfect success rates are bserved nly fr the 30 /s CCGOAR trajectres. Because these are the fastest f the CCGOAR trajectres, they are presumably mre dynamc and t s lkely because f these dynamcs that these trajectres are successful whle slwer CCGOAR trajectres are nt. Ths demnstrates the nfluence f dynamcs n ur quas-statc cntrl law and mplcates wrk n dynamc rllng cntrl f the RDB and ther such rbts. Energy cnsumptn results are presented n Table 4 as averages f the fve experments. In general, t s seen that energy usage ncreases wth ncreasng MCGOL and decreasng CCGOAR. Because f the wrm gearng and large gear rat, a large amunt f the mtrs effrt s assumed t g nt vercmng frctn n the gear tran. Therefre the lnger the mtrs are run, and the larger the jnt artculatns (as requred by larger MCGOL trajectres) the mre energy wll be requred, as can be seen n Table 4. Expermental results wrth ntng are the 10 and 20 /s - 8 mm MCGOL trajectres whch have the best Rllng Angle trajectry trackng. Because these trajectres have the largest MCGOL and the slwest CCGOAR f all trajectres examned, ths result s n cncert wth ur expectatns. The larger MCGOL affrd greater cntrl authrty and the slwer CCGOAR make ur quas-statc assumptn mre vable. Anther nterestng result s the pr Rllng Angle trackng and success rates bserved fr the 2 mm MCGOL - 10 and 20 /s CCGOAR jnt trajectres. Inspectn f Table 3 shws that n fact these jnt trajectres are nt at all relable fr rllng. Our quas-statc assumptn wuld requre that these slwer trajectres wrk f the same jnt paths played at a faster rate d. Ths bservatn s an ndcatn f the benefcal rle dynamc effects have n ur quas-statc cntrl law. The nablty f ur cntrller t wrk fr these trajectres may be a result f nadequate 1243

6 TABLE 2 ROLLING ANGLE ERROR RMS (DEGREES) FOR CCGOAR TRAJECTORIES ON A LEVEL SURFACE. Cnstant Max. CG Offset Lengths (mm) CG Offset Angle Rate ( /s) TABLE 3 SUCCESS RATE OUT OF FIVE EXPERIMENTS FOR CCGOAR TRAJECTORIES ON A LEVEL SURFACE. Cnstant Max. CG Offset Lengths (mm) CG Offset Angle Rate ( /s) Fg. 6. Stll frame analyss results fr level surface rllng shwng measured Rllng Angle trajectres fr Max. CG Offset Lengths f (a) 2 mm, (b) 4 mm, (c) 6 mm, and (d) 8 mm. dynamc nfluence due t slwer rllng and jnt rates cmbned wth smaller MCGOL. C. Walkng Experments Fr cmparsn wth rllng, walkng experments were perfrmed fr smple flppng and nchwrm type gats n a level surface as demnstrated n Fg. 7a and Fg. 7b respectvely. The flppng gat studed here s an extensn t that already develped fr the RDB [2], and the nchwrm gat s cmmn t clmbng rbts wth smlar mrphlges [10-12]. Fr bth gats, the jnt trajectres fr a sngle step cnsst f tw trajectry pnts: the ntal and fnal cnfguratns. Ths s ntended t reduce pwer cnsumptn by elmnatng the need t serv alng the trajectry and t ncrease speed. Electr-magnetc grppers are used t grp the ferrus walkng surface. Ten experments were perfrmed fr each gat type fr averagng purpses. Energy cnsumptn n a per meter bass and average translatnal speed data fr bth walkng trajectres are presented n Table 5 as averages f the ten experments. It can be seen that the nchwrm walkng gat perfrms very prly cmpared t the flppng walkng gat, agan lkely due t the large amunt f frctn n the gear tran. Smply put, the nchwrm gat requres greater jnt artculatns per unt dstance traveled, and therefre mre energy. D. Cmparsn f Lcmtn Mdes Rllng experment data are ncluded alngsde walkng TABLE 4 ENERGY USAGE PER METER TRAVELED (J/M) FOR CCGOAR TRAJECTORIES ON A LEVEL SURFACE. Cnstant Max. CG Offset Lengths (mm) CG Offset Angle Rate ( /s) experment data n Table 5 fr purpses f cmparsn. We have ncluded data frm the experments prducng the greatest energy effcency, greatest translatnal speed, and best rllng trajectry trackng (2.0 mm MCGOL - 30 /s CCGOAR, 2.0 mm MCGOL - 30 /s CCGOAR, and 8.0 mm MCGOL - 10 /s CCGOAR respectvely). It can be seen that quas-statc rllng s nt capable f translatnal speeds as fast as the flppng gat, thugh t prvdes sgnfcant mprvement n energy usage ver bth types f walkng gats. When magnets are used as grppers, the energy requred fr rllng s 26% f that f a flppng walkng gat (the mst effcent f the walkng gats studed here). When grpper energy cnsumptn s neglected, the mtrs alne use 14% less f the energy f a flppng walkng gat fr rllng stll a sgnfcant mprvement. V. CONCLUSIONS AND FUTURE WORK We have shwn that the hybrdzatn f rllng wth walkng s capable f ncreasng the energy effcency f walkng rbts. Tests f ur quas-statc rllng cntrller n the RDB rbt have prven capablty f ncreasng energy effcency by as much as a factr f 3.9 ver walkng usng magnetc grppers. When nly mtr energy cnsumptn s cnsdered, we shw a 14% decrease n energy cnsumptn fr rllng ver walkng. These features allw such hybrd rbts the ablty t better adapt t ther peratnal envrnment by selectng the mde f lcmtn mst 1244

7 apprprate. Fnally we ntend t utlze ur experence wth the RDB n the mre versatle sphercal HAB rbt and future desgn teratns f the RDB. (a) (b) Fg. 7. Demnstratn f (a) flppng and (b) nchwrm type walkng gats. apprprate: walkng lcmtn affrds the benefts f beng able t walk r clmb ver bstacles and scalng vertcal surfaces, whle quas-statc rllng lcmtn s capable f greater energy effcency and lcmtn n surfaces whch the rbt cannt grp. Because the RDB s prmarly ntended as a clmber, mtr and gearng selectns were based heavly n the requrements f clmbng. Specfcally, the mtrs and gearng were selected t allw fr jnt mtn when n the full cantlever pstn. Ths hgh jnt trque requrement fr clmbng s n cnflct wth the desre fr greater jnt speed fr rllng whch wuld facltate faster and mre dynamc mdes f rllng. The large gear reductn s als a detrment t all frms f lcmtn because f nherent neffcency n the gear tran. Future wrk wll nclude reevaluatn/ptmzatn f the mtr and gearng selectn wth the ntent t ncrease jnt speeds, decrease gearng neffcency, and stll allw fr clmbng n vertcal surfaces. Thugh ur quas-statc rllng cntrller has nt demnstrated the ablty t prvde translatnal speeds greater than walkng, ur future wrk s t nclude develpment f cntrl fr mre dynamc methds f rllng. These methds culd nclude: usng the legs t kck ff the grund, jnt artculatns t pump mmentum nt the system, and usng CG ffsets t sustan large trques. We ntend t mplement feedback cntrl whch wll requre the develpment f a sensr sute fr state estmatn and perhaps terran characterzatn. The tether and ff-bard cntrller wll be replaced wth an embedded cntrller. We wll study transtns between lcmtn mdes and terran characterzatn t enable selectn f the mde mst REFERENCES [1] B. Shres and M. Mnr, "Desgn, Knematc Analyss, and Quas- Steady Cntrl f a Mrphc Rllng Dsk Bped Clmbng Rbt," presented at IEEE Int'l Cnf. n Rb. and Autm (ICRA 05), Barcelna, Span, [2] B. E. Shres, "Hybrd lcmtn fr enhanced mblty n rbtc systems," n Mechancal Engneerng. Salt Lake Cty: Unversty f Utah, 2005, pp [3] C. C. Phpps and M. A. Mnr, "Intrducng the Hex-A-Ball, a Hybrd Lcmtn Terran Adaptve Walkng and Rllng Rbt," presented at CLAWAR 2005, Lndn, U.K., [4] A. Halme, T. Schnberg, and Y. Wang, "Mtn cntrl f a sphercal mble rbt," presented at Prceedngs f the th Internatnal Wrkshp n Advanced Mtn Cntrl, AMC'96. Part 1 (f 2), Mar , Tsu, Jpn, [5] R. Mukherjee and T. Das, "Feedback stablzatn f a sphercal mble rbt," presented at IROS 2002: IEEE/RSJ Internatnal Cnference n Intellgent Rbts and Systems, Lausanne, Swtzerland, [6] M. Ym, "New lcmtn gats," presented at Prceedngs f the 1994 IEEE Internatnal Cnference n Rbtcs and Autmatn, 8-13 May 1994, San Deg, CA, USA, [7] T. Yamawak, O. Mr, and T. Omata, "Nnhlnmc dynamc rllng cntrl f recnfgurable 5R clsed knematc chan rbt wth passve jnts," presented at IEEE Internatnal Cnference n Rbtcs and Autmatn. IEEE ICRA 2003 Cnference Prceedngs, Sept. 2003, Tape, Tawan, [8] W. H. Lee and A. C. Sandersn, "Dynamc rllng lcmtn and cntrl f mdular rbts," IEEE Transactns n Rbtcs and Autmatn, vl. 18, pp , [9] J. Denavt, and Hartenberg, R.S., "A knematc ntatn fr lwer par mechansms based n matrces," J. Appled Mechancs, vl. 22, pp , [10] M. Mnr, H. Dulmarta, G. Dangh, R. Mukherjee, R. L. Tummala, and D. Aslam, "Desgn, mplementatn, and evaluatn f an underactuated mnature bped clmbng rbt," presented at 2000 IEEE/RSJ Internatnal Cnference n Intellgent Rbts and Systems, Oct 31- Nv , Takamatsu, [11] M. A. Mnr and R. Mukherjee, "Under-actuated knematc structures fr mnature clmbng rbts," Jurnal f Mechancal Desgn, Transactns f the ASME, vl. 125, pp , [12] S. P. Krsur and M. A. Mnr, "Desgn, mdelng, cntrl, and evaluatn f a hybrd hp jnt mnature clmbng rbt," Internatnal Jurnal f Rbtcs Research, vl. 24, pp , TABLE 5 COMPARISON OF LOCOMOTION MODES, MOST FAVORABLE VALUES ARE HIGHLIGHTED IN BOLD. Flppng Inchwrm Effcent Rllng Fast rllng Best Trackng Rllng Mtrs Energy Cnsumptn Magnets NA NA NA (J/m) TOTAL Average Translatnal Speed (m/s)

SIMULATION OF THREE PHASE THREE LEG TRANSFORMER BEHAVIOR UNDER DIFFERENT VOLTAGE SAG TYPES

SIMULATION OF THREE PHASE THREE LEG TRANSFORMER BEHAVIOR UNDER DIFFERENT VOLTAGE SAG TYPES SIMULATION OF THREE PHASE THREE LEG TRANSFORMER BEHAVIOR UNDER DIFFERENT VOLTAGE SAG TYPES Mhammadreza Dlatan Alreza Jallan Department f Electrcal Engneerng, Iran Unversty f scence & Technlgy (IUST) e-mal:

More information

Feedback Principle :-

Feedback Principle :- Feedback Prncple : Feedback amplfer s that n whch a part f the utput f the basc amplfer s returned back t the nput termnal and mxed up wth the nternal nput sgnal. The sub netwrks f feedback amplfer are:

More information

Chapter 7. Systems 7.1 INTRODUCTION 7.2 MATHEMATICAL MODELING OF LIQUID LEVEL SYSTEMS. Steady State Flow. A. Bazoune

Chapter 7. Systems 7.1 INTRODUCTION 7.2 MATHEMATICAL MODELING OF LIQUID LEVEL SYSTEMS. Steady State Flow. A. Bazoune Chapter 7 Flud Systems and Thermal Systems 7.1 INTODUCTION A. Bazune A flud system uses ne r mre fluds t acheve ts purpse. Dampers and shck absrbers are eamples f flud systems because they depend n the

More information

Introduction to Electronic circuits.

Introduction to Electronic circuits. Intrductn t Electrnc crcuts. Passve and Actve crcut elements. Capactrs, esstrs and Inductrs n AC crcuts. Vltage and current dvders. Vltage and current surces. Amplfers, and ther transfer characterstc.

More information

CHAPTER 3 ANALYSIS OF KY BOOST CONVERTER

CHAPTER 3 ANALYSIS OF KY BOOST CONVERTER 70 CHAPTER 3 ANALYSIS OF KY BOOST CONERTER 3.1 Intrductn The KY Bst Cnverter s a recent nventn made by K.I.Hwu et. al., (2007), (2009a), (2009b), (2009c), (2010) n the nn-slated DC DC cnverter segment,

More information

Chapter 3, Solution 1C.

Chapter 3, Solution 1C. COSMOS: Cmplete Onlne Slutns Manual Organzatn System Chapter 3, Slutn C. (a If the lateral surfaces f the rd are nsulated, the heat transfer surface area f the cylndrcal rd s the bttm r the tp surface

More information

PT326 PROCESS TRAINER

PT326 PROCESS TRAINER PT326 PROCESS TRAINER 1. Descrptn f the Apparatus PT 326 Prcess Traner The PT 326 Prcess Traner mdels cmmn ndustral stuatns n whch temperature cntrl s requred n the presence f transprt delays and transfer

More information

PHYSICS 536 Experiment 12: Applications of the Golden Rules for Negative Feedback

PHYSICS 536 Experiment 12: Applications of the Golden Rules for Negative Feedback PHYSICS 536 Experment : Applcatns f the Glden Rules fr Negatve Feedback The purpse f ths experment s t llustrate the glden rules f negatve feedback fr a varety f crcuts. These cncepts permt yu t create

More information

Shell Stiffness for Diffe ent Modes

Shell Stiffness for Diffe ent Modes Engneerng Mem N 28 February 0 979 SUGGESTONS FOR THE DEFORMABLE SUBREFLECTOR Sebastan vn Herner Observatns wth the present expermental versn (Engneerng Dv nternal Reprt 09 July 978) have shwn that a defrmable

More information

55:041 Electronic Circuits

55:041 Electronic Circuits 55:04 Electrnc Crcuts Feedback & Stablty Sectns f Chapter 2. Kruger Feedback & Stablty Cnfguratn f Feedback mplfer S S S S fb Negate feedback S S S fb S S S S S β s the feedback transfer functn Implct

More information

Spring 2002 Lecture #17

Spring 2002 Lecture #17 1443-51 Sprng 22 Lecture #17 r. Jaehn Yu 1. Cndtns fr Equlbrum 2. Center f Gravty 3. Elastc Prpertes f Slds Yung s dulus Shear dulus ulk dulus Tday s Hmewrk Assgnment s the Hmewrk #8!!! 2 nd term eam n

More information

Wp/Lmin. Wn/Lmin 2.5V

Wp/Lmin. Wn/Lmin 2.5V UNIVERITY OF CALIFORNIA Cllege f Engneerng Department f Electrcal Engneerng and Cmputer cences Andre Vladmrescu Hmewrk #7 EEC Due Frday, Aprl 8 th, pm @ 0 Cry Prblem #.5V Wp/Lmn 0.0V Wp/Lmn n ut Wn/Lmn.5V

More information

A Generalized Approach On Design And Control Methods Synthesis Of Delta Robot

A Generalized Approach On Design And Control Methods Synthesis Of Delta Robot A Generalzed Apprach On Desgn And Cntrl Methds Synthess Of Delta Rbt Trnh Duc Cung +84-90.89.28 cungtdc@htmal.cm Tung Phuc Th +84-909.160.264 tungphucth@gmal.cm Nguyen Trung Thnh +84-90.675.67 thnhnt@hcmute.edu.vn

More information

A New Method for Solving Integer Linear. Programming Problems with Fuzzy Variables

A New Method for Solving Integer Linear. Programming Problems with Fuzzy Variables Appled Mathematcal Scences, Vl. 4, 00, n. 0, 997-004 A New Methd fr Slvng Integer Lnear Prgrammng Prblems wth Fuzzy Varables P. Pandan and M. Jayalakshm Department f Mathematcs, Schl f Advanced Scences,

More information

Conservation of Energy

Conservation of Energy Cnservatn f Energy Equpment DataStud, ruler 2 meters lng, 6 n ruler, heavy duty bench clamp at crner f lab bench, 90 cm rd clamped vertcally t bench clamp, 2 duble clamps, 40 cm rd clamped hrzntally t

More information

Circuits Op-Amp. Interaction of Circuit Elements. Quick Check How does closing the switch affect V o and I o?

Circuits Op-Amp. Interaction of Circuit Elements. Quick Check How does closing the switch affect V o and I o? Crcuts Op-Amp ENGG1015 1 st Semester, 01 Interactn f Crcut Elements Crcut desgn s cmplcated by nteractns amng the elements. Addng an element changes vltages & currents thrughut crcut. Example: clsng a

More information

ME2142/ME2142E Feedback Control Systems. Modelling of Physical Systems The Transfer Function

ME2142/ME2142E Feedback Control Systems. Modelling of Physical Systems The Transfer Function Mdellng Physcal Systems The Transer Functn Derental Equatns U Plant Y In the plant shwn, the nput u aects the respnse the utput y. In general, the dynamcs ths respnse can be descrbed by a derental equatn

More information

Design of Analog Integrated Circuits

Design of Analog Integrated Circuits Desgn f Analg Integrated Crcuts I. Amplfers Desgn f Analg Integrated Crcuts Fall 2012, Dr. Guxng Wang 1 Oerew Basc MOS amplfer structures Cmmn-Surce Amplfer Surce Fllwer Cmmn-Gate Amplfer Desgn f Analg

More information

Section 3: Detailed Solutions of Word Problems Unit 1: Solving Word Problems by Modeling with Formulas

Section 3: Detailed Solutions of Word Problems Unit 1: Solving Word Problems by Modeling with Formulas Sectn : Detaled Slutns f Wrd Prblems Unt : Slvng Wrd Prblems by Mdelng wth Frmulas Example : The factry nvce fr a mnvan shws that the dealer pad $,5 fr the vehcle. If the stcker prce f the van s $5,, hw

More information

CHAPTER 3: FEEDBACK. Dr. Wan Mahani Hafizah binti Wan Mahmud

CHAPTER 3: FEEDBACK. Dr. Wan Mahani Hafizah binti Wan Mahmud CHPTER 3: FEEDBCK Dr. Wan Mahan Hafzah bnt Wan Mahmud Feedback ntrductn Types f Feedback dvantages, Characterstcs and effect f Negatve Feedback mplfers Crcuts wth negatve feedback Pstve feedback and Oscllatr

More information

IGEE 401 Power Electronic Systems. Solution to Midterm Examination Fall 2004

IGEE 401 Power Electronic Systems. Solution to Midterm Examination Fall 2004 Jós, G GEE 401 wer Electrnc Systems Slutn t Mdterm Examnatn Fall 2004 Specal nstructns: - Duratn: 75 mnutes. - Materal allwed: a crb sheet (duble sded 8.5 x 11), calculatr. - Attempt all questns. Make

More information

Water vapour balance in a building moisture exposure for timber structures

Water vapour balance in a building moisture exposure for timber structures Jnt Wrkshp f COST Actns TU1 and E55 September 21-22 9, Ljubljana, Slvena Water vapur balance n a buldng msture expsure fr tmber structures Gerhard Fnk ETH Zurch, Swtzerland Jchen Köhler ETH Zurch, Swtzerland

More information

Conduction Heat Transfer

Conduction Heat Transfer Cnductn Heat Transfer Practce prblems A steel ppe f cnductvty 5 W/m-K has nsde and utsde surface temperature f C and 6 C respectvely Fnd the heat flw rate per unt ppe length and flux per unt nsde and per

More information

element k Using FEM to Solve Truss Problems

element k Using FEM to Solve Truss Problems sng EM t Slve Truss Prblems A truss s an engneerng structure cmpsed straght members, a certan materal, that are tpcall pn-ned at ther ends. Such members are als called tw-rce members snce the can nl transmt

More information

V. Electrostatics Lecture 27a: Diffuse charge at electrodes

V. Electrostatics Lecture 27a: Diffuse charge at electrodes V. Electrstatcs Lecture 27a: Dffuse charge at electrdes Ntes by MIT tudent We have talked abut the electrc duble structures and crrespndng mdels descrbng the n and ptental dstrbutn n the duble layer. Nw

More information

Integrating Certified Lengths to Strengthen Metrology Network Uncertainty

Integrating Certified Lengths to Strengthen Metrology Network Uncertainty Integratng Certfed engths t Strengthen Metrlgy Netwrk Uncertanty Authrs: Jseph Calkns, PhD New Rver Knematcs je@knematcs.cm Sctt Sandwth New Rver Knematcs sctt@knematcs.cm Abstract Calbrated and traceable

More information

Waveshapping Circuits and Data Converters. Lesson #17 Comparators and Schmitt Triggers Section BME 373 Electronics II J.

Waveshapping Circuits and Data Converters. Lesson #17 Comparators and Schmitt Triggers Section BME 373 Electronics II J. Waeshappg Crcuts and Data Cnerters Lessn #7 Cmparatrs and Schmtt Trggers Sectn. BME 7 Electrncs II 0 Waeshappg Crcuts and Data Cnerters Cmparatrs and Schmtt Trggers Astable Multbratrs and Tmers ectfers,

More information

Analytical Modeling of Natural Convection in Horizontal Annuli

Analytical Modeling of Natural Convection in Horizontal Annuli Analytcal Mdelng f Natural Cnvectn n Hrzntal Annul Peter Teertstra, M. Mchael Yvanvch, J. Rchard Culham Mcrelectrncs Heat Transfer Labratry Department f Mechancal Engneerng Unversty f Waterl Waterl, Ontar,

More information

Advances in Engineering Research (AER), volume 102 Second International Conference on Mechanics, Materials and Structural Engineering (ICMMSE 2017)

Advances in Engineering Research (AER), volume 102 Second International Conference on Mechanics, Materials and Structural Engineering (ICMMSE 2017) Secnd Internatnal Cnference n Mechancs, Materals and Structural Engneerng (ICMMSE 2017) Materal Selectn and Analyss f Ol Flm Pressure fr the Flatng Rng Bearng f Turbcharger Lqang PENG1, 2, a*, Hupng ZHENG2,

More information

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle

More information

CTN 2/23/16. EE 247B/ME 218: Introduction to MEMS Design Lecture 11m2: Mechanics of Materials. Copyright 2016 Regents of the University of California

CTN 2/23/16. EE 247B/ME 218: Introduction to MEMS Design Lecture 11m2: Mechanics of Materials. Copyright 2016 Regents of the University of California Vlume Change fr a Unaxal Stress Istrpc lastcty n 3D Istrpc = same n all drectns The cmplete stress-stran relatns fr an strpc elastc Stresses actng n a dfferental vlume element sld n 3D: (.e., a generalzed

More information

III. Operational Amplifiers

III. Operational Amplifiers III. Operatnal Amplfers Amplfers are tw-prt netwrks n whch the utput vltage r current s drectly prprtnal t ether nput vltage r current. Fur dfferent knds f amplfers ext: ltage amplfer: Current amplfer:

More information

A Note on the Linear Programming Sensitivity. Analysis of Specification Constraints. in Blending Problems

A Note on the Linear Programming Sensitivity. Analysis of Specification Constraints. in Blending Problems Aled Mathematcal Scences, Vl. 2, 2008, n. 5, 241-248 A Nte n the Lnear Prgrammng Senstvty Analyss f Secfcatn Cnstrants n Blendng Prblems Umt Anc Callway Schl f Busness and Accuntancy Wae Frest Unversty,

More information

State-Space Model Based Generalized Predictive Control for Networked Control Systems

State-Space Model Based Generalized Predictive Control for Networked Control Systems Prceedngs f the 7th Wrld Cngress he Internatnal Federatn f Autmatc Cntrl State-Space Mdel Based Generalzed Predctve Cntrl fr Netwred Cntrl Systems Bn ang* Gu-Png Lu** We-Hua Gu*** and Ya-Ln Wang**** *Schl

More information

Journal of Intelligent and Robotic Systems Vol. 35, pp

Journal of Intelligent and Robotic Systems Vol. 35, pp PLANAR CABLE-DIRECT-DRIVEN ROBOTS: DESIGN FOR WRENCH EXERTION Rbert L. Wllams II 1 Department f Mechancal Engneerng Oh Unversty Athens, Oh Pal Gallna 2 Dpartment d Innvazne Meccanca e Gestnale Unversty

More information

Lecture 12. Heat Exchangers. Heat Exchangers Chee 318 1

Lecture 12. Heat Exchangers. Heat Exchangers Chee 318 1 Lecture 2 Heat Exchangers Heat Exchangers Chee 38 Heat Exchangers A heat exchanger s used t exchange heat between tw fluds f dfferent temperatures whch are separated by a sld wall. Heat exchangers are

More information

4DVAR, according to the name, is a four-dimensional variational method.

4DVAR, according to the name, is a four-dimensional variational method. 4D-Varatnal Data Assmlatn (4D-Var) 4DVAR, accrdng t the name, s a fur-dmensnal varatnal methd. 4D-Var s actually a smple generalzatn f 3D-Var fr bservatns that are dstrbuted n tme. he equatns are the same,

More information

Section 10 Regression with Stochastic Regressors

Section 10 Regression with Stochastic Regressors Sectn 10 Regressn wth Stchastc Regressrs Meanng f randm regressrs Untl nw, we have assumed (aganst all reasn) that the values f x have been cntrlled by the expermenter. Ecnmsts almst never actually cntrl

More information

Out-of-plane orbital maneuvers using swing-bys with the Moon

Out-of-plane orbital maneuvers using swing-bys with the Moon Jurnal f Physcs: Cnference Seres PAPER OPEN ACCESS Out-f-plane rbtal maneuvers usng swng-bys wth the Mn Related cntent - Pwered Swng-By Maneuvers arund the Mn A F Slva, A F B A Prad and O C Wnter cte ths

More information

A HYDRAULIC OPEN LOOP SYSTEM FOR CONTROLLED EXCAVATION ALONG PRESCRIBED PATH. E. Bundy, W. Gutkowski

A HYDRAULIC OPEN LOOP SYSTEM FOR CONTROLLED EXCAVATION ALONG PRESCRIBED PATH. E. Bundy, W. Gutkowski A HYDRAULIC OPEN LOOP SYSTEM FOR CONTROLLED EXCAVATION ALONG PRESCRIBED PATH E. Bundy, W. Gutkwsk Insttute f Buldng Mechanzatn and Rck Mnng Ul.Racjnalzacj 6/8, 0-67 Warszawa Pland e-mal: eb@mbgs.rg.pl;wtld.gutkwsk@ppt.gv.pl

More information

Control of Program Motion of Dynamic Systems Using Relative Motions

Control of Program Motion of Dynamic Systems Using Relative Motions TECHNISCHE MECHANIK, Band 8, Heft 3-4, (8), - 8 Manuskrptengang: 5. Oktber 7 Cntrl f Prgram Mtn f Dynamc Systems Usng Relatve Mtns D Sanh, Dnh Van Phng, D Dang Kha, Tran Duc In ths paper, the prblem f

More information

_J _J J J J J J J J _. 7 particles in the blue state; 3 particles in the red state: 720 configurations _J J J _J J J J J J J J _

_J _J J J J J J J J _. 7 particles in the blue state; 3 particles in the red state: 720 configurations _J J J _J J J J J J J J _ Dsrder and Suppse I have 10 partcles that can be n ne f tw states ether the blue state r the red state. Hw many dfferent ways can we arrange thse partcles amng the states? All partcles n the blue state:

More information

SPH3U1 Lesson 06 Kinematics

SPH3U1 Lesson 06 Kinematics PROJECTILE MOTION LEARNING GOALS Students will: Describe the mtin f an bject thrwn at arbitrary angles thrugh the air. Describe the hrizntal and vertical mtins f a prjectile. Slve prjectile mtin prblems.

More information

Regression with Stochastic Regressors

Regression with Stochastic Regressors Sectn 9 Regressn wth Stchastc Regressrs Meanng f randm regressrs Untl nw, we have assumed (aganst all reasn) that the values f x have been cntrlled by the expermenter. Ecnmsts almst never actually cntrl

More information

A Proposal of Heating Load Calculation considering Stack Effect in High-rise Buildings

A Proposal of Heating Load Calculation considering Stack Effect in High-rise Buildings A Prpsal f Heatng Lad Calculatn cnsderng Stack Effect n Hgh-rse Buldngs *Dsam Sng 1) and Tae-Hyuk Kang 2) 1) Department f Archtectural Engneerng, Sungkyunkwan Unversty, 2066 Sebu-r, Jangan-gu, Suwn, 440-746,

More information

BME 5742 Biosystems Modeling and Control

BME 5742 Biosystems Modeling and Control BME 5742 Bsystems Mdeln and Cntrl Cell Electrcal Actvty: In Mvement acrss Cell Membrane and Membrane Ptental Dr. Zv Rth (FAU) 1 References Hppensteadt-Peskn, Ch. 3 Dr. Rbert Farley s lecture ntes Inc Equlbra

More information

GENERATION OF ROBUST ERROR RECOVERY LOGIC IN ASSEMBLY SYSTEMS USING MULTI-LEVEL OPTIMIZATION AND GENETIC PROGRAMMING

GENERATION OF ROBUST ERROR RECOVERY LOGIC IN ASSEMBLY SYSTEMS USING MULTI-LEVEL OPTIMIZATION AND GENETIC PROGRAMMING Prceedngs f DETC 00 ASME 000 Desgn Engneerng Techncal Cnferences and Cmputers and Infrmatn n Engneerng Cnference Baltmre, Maryland, September 0-3 DETC000/CIE-4639 GENERATION OF ROBUST ERROR RECOVERY LOGIC

More information

Mode-Frequency Analysis of Laminated Spherical Shell

Mode-Frequency Analysis of Laminated Spherical Shell Mde-Frequency Analyss f Lamnated Sphercal Shell Umut Tpal Department f Cvl Engneerng Karadenz Techncal Unversty 080, Trabzn, Turkey umut@ktu.edu.tr Sessn ENG P50-00 Abstract Ths paper deals wth mde-frequency

More information

Transient Conduction: Spatial Effects and the Role of Analytical Solutions

Transient Conduction: Spatial Effects and the Role of Analytical Solutions Transent Cnductn: Spatal Effects and the Rle f Analytcal Slutns Slutn t the Heat Equatn fr a Plane Wall wth Symmetrcal Cnvectn Cndtns If the lumped capactance apprxmatn can nt be made, cnsderatn must be

More information

KINEMATIC OPTIMAL DESIGN OF A NEW ROLLING MILL: TWO SPs APPROACH

KINEMATIC OPTIMAL DESIGN OF A NEW ROLLING MILL: TWO SPs APPROACH KINEAIC OPIAL DESIGN OF A NEW ROLLING ILL: WO SPs APPROACH Jun-H Lee a Keum-Shk Hng b a Department f echancal Intellgent Systems Engneerng Pusan Natnal Unversty; 3 Jangjen-dng Geumjeng-gu Busan 9-735 Krea.

More information

Approach: (Equilibrium) TD analysis, i.e., conservation eqns., state equations Issues: how to deal with

Approach: (Equilibrium) TD analysis, i.e., conservation eqns., state equations Issues: how to deal with Schl f Aerspace Chemcal D: Mtvatn Prevus D Analyss cnsdered systems where cmpstn f flud was frzen fxed chemcal cmpstn Chemcally eactng Flw but there are numerus stuatns n prpulsn systems where chemcal

More information

Edexcel GCSE Physics

Edexcel GCSE Physics Edexcel GCSE Physics Tpic 10: Electricity and circuits Ntes (Cntent in bld is fr Higher Tier nly) www.pmt.educatin The Structure f the Atm Psitively charged nucleus surrunded by negatively charged electrns

More information

WYSE Academic Challenge 2004 Sectional Physics Solution Set

WYSE Academic Challenge 2004 Sectional Physics Solution Set WYSE Acadec Challenge 004 Sectnal Physcs Slutn Set. Answer: e. The axu pssble statc rctn r ths stuatn wuld be: ax µ sn µ sg (0.600)(40.0N) 4.0N. Snce yur pushng rce s less than the axu pssble rctnal rce,

More information

EE 204 Lecture 25 More Examples on Power Factor and the Reactive Power

EE 204 Lecture 25 More Examples on Power Factor and the Reactive Power EE 204 Lecture 25 Mre Examples n Pwer Factr and the Reactve Pwer The pwer factr has been defned n the prevus lecture wth an example n pwer factr calculatn. We present tw mre examples n ths lecture. Example

More information

Grade 12 Physics Exam Review

Grade 12 Physics Exam Review Grade 12 Physcs Exam Revew 1. A 40 kg wagn s pulled wth an appled frce f 50 N [E 37 degrees abve the hrzntal. The wagn mves 8 m [E] hrzntally whle 5 N f frctn act. Fnd the wrk dne n the wagn by the...

More information

Linear Plus Linear Fractional Capacitated Transportation Problem with Restricted Flow

Linear Plus Linear Fractional Capacitated Transportation Problem with Restricted Flow Amercan urnal f Operatns Research,,, 58-588 Publshed Onlne Nvember (http://www.scrp.rg/urnal/ar) http://dx.d.rg/.46/ar..655 Lnear Plus Lnear Fractnal Capactated Transprtatn Prblem wth Restrcted Flw Kavta

More information

Lucas Imperfect Information Model

Lucas Imperfect Information Model Lucas Imerfect Infrmatn Mdel 93 Lucas Imerfect Infrmatn Mdel The Lucas mdel was the frst f the mdern, mcrfundatns mdels f aggregate suly and macrecnmcs It bult drectly n the Fredman-Phels analyss f the

More information

Chapter 6 : Gibbs Free Energy

Chapter 6 : Gibbs Free Energy Wnter 01 Chem 54: ntrductry hermdynamcs Chapter 6 : Gbbs Free Energy... 64 Defntn f G, A... 64 Mawell Relatns... 65 Gbbs Free Energy G(,) (ure substances)... 67 Gbbs Free Energy fr Mtures... 68 ΔG f deal

More information

Modeling, Design and Control of a Ship Carried 3 DOF Stabilized Platform

Modeling, Design and Control of a Ship Carried 3 DOF Stabilized Platform Research Jurnal f Appled Scences, Engneerng and Technlgy 4(19): 3843-3851, 1 SSN: 4-7467 Maxwell Scentfc Organzatn, 1 Submtted: May 8, 1 Accepted: May 9, 1 Publshed: Octber 1, 1 Mdelng, Desgn and Cntrl

More information

AP Physics Kinematic Wrap Up

AP Physics Kinematic Wrap Up AP Physics Kinematic Wrap Up S what d yu need t knw abut this mtin in tw-dimensin stuff t get a gd scre n the ld AP Physics Test? First ff, here are the equatins that yu ll have t wrk with: v v at x x

More information

Inference in Simple Regression

Inference in Simple Regression Sectn 3 Inference n Smple Regressn Havng derved the prbablty dstrbutn f the OLS ceffcents under assumptns SR SR5, we are nw n a pstn t make nferental statements abut the ppulatn parameters: hypthess tests

More information

Lead/Lag Compensator Frequency Domain Properties and Design Methods

Lead/Lag Compensator Frequency Domain Properties and Design Methods Lectures 6 and 7 Lead/Lag Cmpensatr Frequency Dmain Prperties and Design Methds Definitin Cnsider the cmpensatr (ie cntrller Fr, it is called a lag cmpensatr s K Fr s, it is called a lead cmpensatr Ntatin

More information

CIRCLE YOUR DIVISION: Div. 1 (9:30 am) Div. 2 (11:30 am) Div. 3 (2:30 pm) Prof. Ruan Prof. Naik Mr. Singh

CIRCLE YOUR DIVISION: Div. 1 (9:30 am) Div. 2 (11:30 am) Div. 3 (2:30 pm) Prof. Ruan Prof. Naik Mr. Singh Frst CIRCLE YOUR DIVISION: Dv. 1 (9:30 am) Dv. (11:30 am) Dv. 3 (:30 m) Prf. Ruan Prf. Na Mr. Sngh Schl f Mechancal Engneerng Purdue Unversty ME315 Heat and Mass ransfer Eam #3 Wednesday Nvember 17 010

More information

Relationships Between Frequency, Capacitance, Inductance and Reactance.

Relationships Between Frequency, Capacitance, Inductance and Reactance. P Physics Relatinships between f,, and. Relatinships Between Frequency, apacitance, nductance and Reactance. Purpse: T experimentally verify the relatinships between f, and. The data cllected will lead

More information

Linear Amplifiers and OpAmps

Linear Amplifiers and OpAmps Lnear Amplfers and OpAmps eferences: Barbw (pp 7-80), Hayes & Hrwtz (pp 63-40), zzn (Chapter ) Amplfers are tw-prt netwrks n whch the utput ltage r current s drectly prprtnal t ether nput ltage r current.

More information

A method of constructing rock-analysis diagrams a statistical basks.

A method of constructing rock-analysis diagrams a statistical basks. 130 A methd f cnstructng rck-analyss dagrams a statstcal basks. 0T~ By W. ALF~.D ll~ch).ra)so.~, ~.Se., B.Se. (Eng.), F.G.S. Lecturer n Petrlgy, Unversty Cllege, Nttngham. [Read January 18, 1921.] D R.

More information

Comparison of Building Codes and Insulation in China and Iceland

Comparison of Building Codes and Insulation in China and Iceland Prceedngs Wrld Gethermal Cngress 00 Bal, Indnesa, 5-9 prl 00 Cmparsn f Buldng Cdes and Insulatn n Chna and Iceland Hayan Le and Pall Valdmarssn Tanjn Gethermal esearch & Tranng Centre, Tanjn Unversty,

More information

Module B3. VLoad = = V S V LN

Module B3. VLoad = = V S V LN Mdule B Prblem The -hase lads are cnnected n arallel. One s a urely resste lad cnnected n wye. t cnsumes 00kW. The secnd s a urely nducte 00kR lad cnnected n wye. The thrd s a urely caacte 00kR lad cnnected

More information

A Note on Equivalences in Measuring Returns to Scale

A Note on Equivalences in Measuring Returns to Scale Internatnal Jurnal f Busness and Ecnmcs, 2013, Vl. 12, N. 1, 85-89 A Nte n Equvalences n Measurng Returns t Scale Valentn Zelenuk Schl f Ecnmcs and Centre fr Effcenc and Prductvt Analss, The Unverst f

More information

GRASP PLANNING & FORCE COMPUTATION FOR DEXTROUS OBJECT MANIPULATION WITH MULTI-FINGER ROBOT HANDS

GRASP PLANNING & FORCE COMPUTATION FOR DEXTROUS OBJECT MANIPULATION WITH MULTI-FINGER ROBOT HANDS GRASP PLANNING & FORCE COMPUTATION FOR DEXTROUS OBJECT MANIPULATION WITH MULTI-FINGER ROBOT HANDS Günter Wöhlke INTERNATIONAL COMPUTER SCIENCE INSTITUTE 1947 Center St., Sute 600, Berkeley, Calfrna 94704-1198,

More information

Simulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests

Simulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests Smulated of the Cramér-von Mses Goodness-of-Ft Tests Steele, M., Chaselng, J. and 3 Hurst, C. School of Mathematcal and Physcal Scences, James Cook Unversty, Australan School of Envronmental Studes, Grffth

More information

Physics 2B Chapter 23 Notes - Faraday s Law & Inductors Spring 2018

Physics 2B Chapter 23 Notes - Faraday s Law & Inductors Spring 2018 Michael Faraday lived in the Lndn area frm 1791 t 1867. He was 29 years ld when Hand Oersted, in 1820, accidentally discvered that electric current creates magnetic field. Thrugh empirical bservatin and

More information

Natural Convection in a Horizontal Annulus with Oscillating Inner Cylinder Using Lagrangian-Eulerian Kinematics

Natural Convection in a Horizontal Annulus with Oscillating Inner Cylinder Using Lagrangian-Eulerian Kinematics Natural Cnvectn n a Hrzntal Annulus wth Oscllatng Inner Cylnder Usng Lagrangan-Euleran Knematcs Esam M. Alawadh Kuwat Unversty Mechancal Engneerng Department P. O. Bx # 5969, Safat, 3060 KUWAIT Abstract

More information

Study Group Report: Plate-fin Heat Exchangers: AEA Technology

Study Group Report: Plate-fin Heat Exchangers: AEA Technology Study Grup Reprt: Plate-fin Heat Exchangers: AEA Technlgy The prblem under study cncerned the apparent discrepancy between a series f experiments using a plate fin heat exchanger and the classical thery

More information

Dead-beat controller design

Dead-beat controller design J. Hetthéssy, A. Barta, R. Bars: Dead beat cntrller design Nvember, 4 Dead-beat cntrller design In sampled data cntrl systems the cntrller is realised by an intelligent device, typically by a PLC (Prgrammable

More information

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System Flipping Physics Lecture Ntes: Simple Harmnic Mtin Intrductin via a Hrizntal Mass-Spring System A Hrizntal Mass-Spring System is where a mass is attached t a spring, riented hrizntally, and then placed

More information

Plan o o. I(t) Divide problem into sub-problems Modify schematic and coordinate system (if needed) Write general equations

Plan o o. I(t) Divide problem into sub-problems Modify schematic and coordinate system (if needed) Write general equations STAPLE Physics 201 Name Final Exam May 14, 2013 This is a clsed bk examinatin but during the exam yu may refer t a 5 x7 nte card with wrds f wisdm yu have written n it. There is extra scratch paper available.

More information

Physics 107 HOMEWORK ASSIGNMENT #20

Physics 107 HOMEWORK ASSIGNMENT #20 Physcs 107 HOMEWORK ASSIGNMENT #0 Cutnell & Jhnsn, 7 th etn Chapter 6: Prblems 5, 7, 74, 104, 114 *5 Cncept Smulatn 6.4 prves the ptn f explrng the ray agram that apples t ths prblem. The stance between

More information

Parameter Calibration of VISSIM Simulation Model Based on Genetic Algorithm

Parameter Calibration of VISSIM Simulation Model Based on Genetic Algorithm Internatnal Cnference n Advanced Cmputer Scence and Electrncs Infrmatn (ICACSEI 2013) Parameter Calbratn f VISSIM Smulatn Mdel Based n Genetc Algrthm Nuerlan Muhan1, Yng Qn2, Qnghua Zhang3, Yanfang Yang1

More information

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System Flipping Physics Lecture Ntes: Simple Harmnic Mtin Intrductin via a Hrizntal Mass-Spring System A Hrizntal Mass-Spring System is where a mass is attached t a spring, riented hrizntally, and then placed

More information

Synchronous Motor V-Curves

Synchronous Motor V-Curves Synchrnus Mtr V-Curves 1 Synchrnus Mtr V-Curves Intrductin Synchrnus mtrs are used in applicatins such as textile mills where cnstant speed peratin is critical. Mst small synchrnus mtrs cntain squirrel

More information

The three major operations done on biological signals using Op-Amp:

The three major operations done on biological signals using Op-Amp: The three majr peratns dne n blgcal sgnals usng Op-Amp: ) Amplcatns and Attenuatns 2) DC settng: add r subtract a DC 3) Shape ts requency cntent: Flterng Ideal Op-Amp Mst belectrc sgnals are small and

More information

Gravitational Acceleration: A case of constant acceleration (approx. 2 hr.) (6/7/11)

Gravitational Acceleration: A case of constant acceleration (approx. 2 hr.) (6/7/11) Gravtatonal Acceleraton: A case of constant acceleraton (approx. hr.) (6/7/11) Introducton The gravtatonal force s one of the fundamental forces of nature. Under the nfluence of ths force all objects havng

More information

Fall 2010 Analysis of Experimental Measurements B. Eisenstein/rev. S. Errede. (n.b. for now, we do not require that k. vectors as a k 1 matrix: ( )

Fall 2010 Analysis of Experimental Measurements B. Eisenstein/rev. S. Errede. (n.b. for now, we do not require that k. vectors as a k 1 matrix: ( ) Fall 00 Analyss f Epermental Measrements B. Esensten/rev. S. Errede Let s nvestgate the effect f a change f varables n the real & symmetrc cvarance matr aa the varance matr aa the errr matr V [ ] ( )(

More information

Figure 1a. A planar mechanism.

Figure 1a. A planar mechanism. ME 5 - Machine Design I Fall Semester 0 Name f Student Lab Sectin Number EXAM. OPEN BOOK AND CLOSED NOTES. Mnday, September rd, 0 Write n ne side nly f the paper prvided fr yur slutins. Where necessary,

More information

Differential Fault Analysis of SHA3-224 and SHA3-256

Differential Fault Analysis of SHA3-224 and SHA3-256 Dfferental Fault Analyss f SHA3-4 and SHA3-256 Pe Lu, Yuns Fe, Lwe Zhang, and A Adam Dng slencelu@gmalcm, yfe@eceneuedu, mathlwe@gmalcm, adng@neuedu Electrcal & Cmputer Engneerng Department, Nrtheastern

More information

Exploiting vector space properties for the global optimization of process networks

Exploiting vector space properties for the global optimization of process networks Exptng vectr space prpertes fr the gbal ptmzatn f prcess netwrks Juan ab Ruz Ignac Grssmann Enterprse Wde Optmzatn Meetng March 00 Mtvatn - The ptmzatn f prcess netwrks s ne f the mst frequent prblems

More information

6. ELUTRIATION OF PARTICLES FROM FLUIDIZED BEDS

6. ELUTRIATION OF PARTICLES FROM FLUIDIZED BEDS 6. ELUTRIATION OF PARTICLES FROM FLUIDIZED BEDS Elutratn s the prcess n whch fne partcles are carred ut f a fludzed bed due t the flud flw rate passng thrugh the bed. Typcally, fne partcles are elutrated

More information

Faculty of Engineering

Faculty of Engineering Faculty f Engneerng DEPARTMENT f ELECTRICAL AND ELECTRONIC ENGINEERING EEE 223 Crcut Thery I Instructrs: M. K. Uygurğlu E. Erdl Fnal EXAMINATION June 20, 2003 Duratn : 120 mnutes Number f Prblems: 6 Gd

More information

Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Professor and Chair Mechanical Engineering Department Christian Brothers University 650 East Parkway South Memphis, TN

Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Professor and Chair Mechanical Engineering Department Christian Brothers University 650 East Parkway South Memphis, TN Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Prfessr and Chair Mechanical Engineering Department Christian Brthers University 650 East Parkway Suth Memphis, TN 38104 Office: (901) 321-3424 Rm: N-110 Fax : (901) 321-3402

More information

829. An adaptive method for inertia force identification in cantilever under moving mass

829. An adaptive method for inertia force identification in cantilever under moving mass 89. An adaptve method for nerta force dentfcaton n cantlever under movng mass Qang Chen 1, Mnzhuo Wang, Hao Yan 3, Haonan Ye 4, Guola Yang 5 1,, 3, 4 Department of Control and System Engneerng, Nanng Unversty,

More information

Determining the Accuracy of Modal Parameter Estimation Methods

Determining the Accuracy of Modal Parameter Estimation Methods Determining the Accuracy f Mdal Parameter Estimatin Methds by Michael Lee Ph.D., P.E. & Mar Richardsn Ph.D. Structural Measurement Systems Milpitas, CA Abstract The mst cmmn type f mdal testing system

More information

EE 221 Practice Problems for the Final Exam

EE 221 Practice Problems for the Final Exam EE 1 Practce Prblems fr the Fnal Exam 1. The netwrk functn f a crcut s 1.5 H. ω 1+ j 500 Ths table recrds frequency respnse data fr ths crcut. Fll n the blanks n the table:. The netwrk functn f a crcut

More information

Physic 231 Lecture 33

Physic 231 Lecture 33 Physc 231 Lecture 33 Man pnts f tday s lecture: eat and heat capacty: Q cm Phase transtns and latent heat: Q Lm ( ) eat flw Q k 2 1 t L Examples f heat cnductvty, R values fr nsulatrs Cnvectn R L / k Radatn

More information

Kinetic Model Completeness

Kinetic Model Completeness 5.68J/10.652J Spring 2003 Lecture Ntes Tuesday April 15, 2003 Kinetic Mdel Cmpleteness We say a chemical kinetic mdel is cmplete fr a particular reactin cnditin when it cntains all the species and reactins

More information

3-42. Chapter 15 Steady Heat Conduction. Heat Conduction in Cylinders and Spheres

3-42. Chapter 15 Steady Heat Conduction. Heat Conduction in Cylinders and Spheres Chapter 5 Steady Heat Cnductn Heat Cnductn n Cylnders and Spheres 3-64C When the dameter f cylnder s very small cmpared t ts length, t can be treated as an ndefntely lng cylnder. Cylndrcal rds can als

More information

Interference is when two (or more) sets of waves meet and combine to produce a new pattern.

Interference is when two (or more) sets of waves meet and combine to produce a new pattern. Interference Interference is when tw (r mre) sets f waves meet and cmbine t prduce a new pattern. This pattern can vary depending n the riginal wave directin, wavelength, amplitude, etc. The tw mst extreme

More information

Assume that the water in the nozzle is accelerated at a rate such that the frictional effect can be neglected.

Assume that the water in the nozzle is accelerated at a rate such that the frictional effect can be neglected. 1 HW #3: Cnservatin f Linear Mmentum, Cnservatin f Energy, Cnservatin f Angular Mmentum and Turbmachines, Bernulli s Equatin, Dimensinal Analysis, and Pipe Flws Prblem 1. Cnservatins f Mass and Linear

More information

SELECTION OF MODEL PARAMETERS OF BIOGAS IC ENGINE. Karol Cupiał, Grzegorz Katolik

SELECTION OF MODEL PARAMETERS OF BIOGAS IC ENGINE. Karol Cupiał, Grzegorz Katolik TEKA Km. Mt. Energ. Rln., 2006, 6A, 32 38 SELECTION OF MODEL PARAMETERS OF BIOGAS IC ENGINE Karl Cupał, Grzegrz Katlk Insttute f Internal Cmbustn Engnes and Cntrl Engneerng Techncal Unversty f Częstchwa

More information

Bi-level Optimization Method of Air-conditioning System Based on Office Building Energy Storage Characteristics

Bi-level Optimization Method of Air-conditioning System Based on Office Building Energy Storage Characteristics IOP Cnference Seres: Materals Scence and Engneerng PAPER OPEN ACCESS B-level Optmzatn Methd f Ar-cndtnng System Based n Offce Buldng Energy Strage Characterstcs T cte ths artcle: Qngze Wang et al 017 IOP

More information