An Application of the IMSC on a Non-linear Flexible Structure: Numerical Analysis and Experimental Validation

Size: px
Start display at page:

Download "An Application of the IMSC on a Non-linear Flexible Structure: Numerical Analysis and Experimental Validation"

Transcription

1 , July 6-8, 2011, London, U.K. An Applaton of the IMSC on a Non-lnear Flexble Struture: Numeral Analyss and Expermental Valdaton G. Caulan, F. Resta, F. Rpamont Abstrat he ndependent modal ontrol to suppress the vbraton of nonlnear flexble strutures s appled n ths paper. ehnologal mprovements n the mehanal feld showed durng the reent years have led to hgh-performane systems wth low weght and, as a onsequene, hgh flexblty and low dampng. Here atve ontrol qukly bettered the tradtonal passve dampng systems. he struture nvestgated n ths paper s a mult-body flexble boom moved by hydraul atuators. he nonlnear system dynam was numerally modeled and a ontrol strategy, based on the use of the same atuators, was developed. Fnally a test rg was reated to expermentally valdate the proposed approah. Index erms Independent modal spae ontrol, nonlnear ontrol, vbraton suppresson I. INRODUCION In reent years vbraton ontrol has been nreasngly used not only n aerospae researh but also n many mehanal applaton felds. he need for weght reduton to mprove system performane led to strutures wth hgh flexblty and low dampng. hese strutures suffer fatgue and nstablty ssues rasng, as a onsequene, a number of safety questons. radtonal external passve ontrol methods are generally more nvasve, ntrodung mass nto the struture, and less effetve n a large range of frequenes. On the other hand, atve ontrol s an attratve soluton, espeally onsderng the extensve development of alulator hardware and the onsequent ost reduton. Among the dfferent ontrol tehnques proposed n reent deades, modal ontrol offers many advantages thanks to ts mmeday and onneton to the dynam desgn of the system. Moreover the mprovement of sensor and atuator tehnology and nnovatve algorthms allows the spllover lmts due to the trunated modes and unmodelled dynam to be partly overome. Manusrpt reeved Marh 05, 2011; revsed Aprl 12, 2011 hs work was supported n part by CIFA S.P.A. G. Caulan s wth the Mehanal Engneerng Department of Polterno d Mlano, Mlan, IALY (orrespondng author to provde phone: ; fax: ; e-mal: gabrele.aulan@me.polm.t). G. Resta s wth the Mehanal Engneerng Department of Polterno d Mlano, Mlan, IALY (e-mal: ferruo.resta@ polm.t). F. Rpamont s wth the Mehanal Engneerng Department of Polterno d Mlano, Mlan, IALY (e-mal: franeso.rpamont@ polm.t). In lterature modal ontrol was ntrodued by Balas [1] and Merovth [2] between the 1970s and 1980s. Balas studes deal wth vbraton suppresson n large spaeraft strutures, applyng the modal expanson theorem and modal ontrol. Some years later Merovth proposed an ndependent modal spae ontrol (IMSC) usng the modal flter tehnque for estmatng the modal oordnates [3]. he method was further mproved by Ba and Poh [4], who suggested a modfed ndependent modal spae ontrol (MIMSC) for optmal gan alulaton adoptng peoeletr atuators. Anyway Ln and Chu [5] demonstrated that modal ontrol, for a general dynam system wth omplex mode shapes, does not assure stablty even for the ontrolled modes. he spllover problems were partally ushoned by the use of dstrbuted sensor and atuators (Lee and Moon [6]) and some applatons of IMSC for the ontrol of flexble lnkage mehansm (Zhang [7] and Changjan [8]) an be found. In 2001, Inman too [9] dsussed the spllover ssue assoated wth modal ontrol, onludng that modern tehnology makes the problem manageable. Moreover, modal ontrol an be employed n onjunton wth FEM for model defnton, as shown by Skdmore [10] and Khulef [11]. hey studed an atve ontrol sheme for vbraton suppresson n a sngle beam/able struture, onsderng also ts large moton. hs paper deals wth ndependent modal ontrol on a mult-body (MB) non-lnear flexble boom. In partular suppresson of the vbraton aused by the large moton of the struture was nvestgated. Beause only a few modes atvely partpate n desrbng the system s dynam behavor, modal ontrol s partularly useful. he modal model requred for the ontrol law synthess an be defned both expermentally, through a modal parameter dentfaton ampagn, or numerally, by means of FEM. In the proposed work a FEM approah was followed. he model not only allowed ontrol/observer gan to be defned through pole plaement tehnques, but also permtted numeral smulatons. At the same tme a test rg was reated to valdate the defned ontrol law. Fnally a omparson between the behavour wth and wthout ontrol s proposed. II. HE SYSEM he boom s omposed of a number of segments, onneted to eah other wth revolvng jonts (Fg. 1). Eah segment s movement s generated by an hydraul atuator

2 , July 6-8, 2011, London, U.K. through a knemat han assumed to be rgd. [ M ] δ + [ R ] δ + [ K ] δ = f g ( ) + [ Λ ] Fat (2) - δ s defned as δ = - [ ] K respetvely represent the nertal and elast matres, onsderng both the strutural and gravtatonal terms and the atuator ontrbuton; R s assumed to be proportonal to the elast and nertal ones. he proportonal oeffents are estmated from expermental data; f represents the onstant ontrbuton of the M and [ ] - the dampng term [ ] - g gravtatonal term. Owng to the low segment rotaton speed, entrfugal and Corols terms were assumed as neglgble. he followng paragraphs present and numerally/expermentally nvestgates a ontrol log for redung the strutural vbratons. Fg. 1. he test rg Owng to the length and the low flexonal stffness of the seton, the struture presents hgh flexblty produng, n normal operatng ondtons, low frequeny vbratons, generally assoated wth a low dampng rato. A numeral model, desrbed n [12], was developed as a tool both for defnng the ontrol log and for smulatng boom behavour. he boom knemats were solved usng the floatng frame of referene formulaton [13] to desrbe the large moton and the Fnte Element Method (FEM) to model the segment flexblty. Usng the Lagrange formulaton, the boom s non-lnear equaton of moton was obtaned ( ) = f (, ) + [ ] () t M Λat Fat (1) - represent the ndependent varable vetor, ontanng all the segment rotatons and nodal dsplaements M represents the nertal ontrbuton; - ( ) - f (, ) ontans all the non-lnear dampng, elast and gravtatonal terms F represents the large moton atuator fores and - at [ Λ at ] represents the knemat relatonshp between the atuator length and the ndependent oordnates vetor. Eq. (1) s a non-lnear equaton beause all the matres depend on the moton varables and n partular on the segment onfguraton. o study the vbraton problem and obtan system egenvalues, the non-lnear equaton an be evaluated and lneared n eah boom onfguraton. In a gener onfguraton of the system =, the (1) beomes III. ACIVE CONROL In operatng ondtons, the system desrbed earler s subjeted to a gener large moton whh auses, beause of the hgh flexblty of the segments, sgnfant vbraton levels. o suppress these vbratons ( δ ), ths paper proposes applyng a ontrol aton usng the same atuators used to move the ndvdual segments. In many pratal applatons, n fat, the atuator number and poston s assgned and annot be modfed. he vbraton ontrol log adopted s based on an ndependent modal approah [2,14,15]. Followng ths approah, the ontrol aton s alulated startng from the system vbratory state and a sutably defned gan matrx. In partular the vbratory state s desrbed by a set of modal oordnates representng the system dynams n the frequeny range of nterest. he modal oordnates, whh for a gener applaton annot be measured dretly (unless we use dstrbuted sensors [6]), have to be estmated by a modal observer. Below, the ndvdual steps are analyed n depth. he ontrol synthess an be alulated startng from (2), ntrodung the ontrol law vetor u and wthout onsderng the gravtatonal and external fores terms beause these ontrbutons don't modfy the value of the poles of the system [ ] δ + [ ] δ + [ ] δ = [ ] M R K Λ u (3) A. Independent modal ontrol he am of the ontrol fore u s to nrease the system s dampng rato n order to redue vbratons by mposng new values λ for the system s orgnal egenvalues λ. In partular the real part of the system s egenvalues was nreased, whle the magnary part remaned unhanged so as to avod havng to use sgnfant ontrol fores and mposng addtonal mehanal fatgue stress on the boom materal. As prevously desrbed, n the present work the moton

3 , July 6-8, 2011, London, U.K. equaton was obtaned usng FEM dsretaton of the lnks. hs means that the varable vetor ontans, as mentoned n par. 2, all the nodal dsplaement of the struture, and ts dmenson s not ompatble wth a fullstate feedbak formulaton. Moreover, t should be onsdered that the struture dynam s ruled only by the frst modes, beause hgh frequeny modes usually have hgher dampng ratos and they an hardly be exted. For ths reason a redued modal system needs to be defned to desrbe boom moton usng a lmted set of oordnates, takng nto aount the well-known problem of spllover. Defnng the omplete modal oordnates vetor as q tot and the m redued modal oordnates vetor q, the followng oordnate hange an be performed [ ] δ = φ q φ q (4),tot tot φ,tot represents the n n egenvetor matrx of 1 [ M] [ K ], whle [ ] φ s an n m partton of φ,tot ontanng only the egenvetors of the modes onsdered n the ontrol formulaton. Applyng the (4) to the (3), the moton equaton beomes a set of ndependent modal equatons [ ] + [ ] + [ ] = [ ] [ ] m q r q k q φ Λ u (5) [ m ], [ r ] and [ ] obtaned by [ ] = [ ] [ ][ ] k are m m dagonal matres, m φ M φ (6) should be noted that (5) and (6) are only vald for systems wth real modes. Anyway the examned system dampng s very small and ts modes an be assumed real. o apply the state-spae ontrol approah to the redued modal system, the (5) an be wrtten n state-spae form 1 1 [ m] [ k] [ m] [ r] [] I [] 0 1 [ m] [ φ] [ Λ] [ 0] q = q q + u = A q+ B u q = q he ontrol fore s defned as [ ] q q u = G q (9) (7) (8), applyng the ndependent modal ontrol approah, the ontrol gan matrx s alulated as [12] ( ) G 1 1 q B 0 A U λ U (10) [ ] = q [ ] [ ][ ][ ] λ s a dagonal matrx ontanng the egenvetor - [ ] mposed for the ontrolled system - [ U ] s the rght egenvetor matrx of A q - q B represents the upper part of B q and must be nvertble; as shown n (7), the lower part s equal to ero when the system s desrbed by 2 nd order dfferental equatons In ths way, the (7) beomes [ ], q = A q B G q = A q (11) q q q he dsadvantage of the state-spae approah s that the gan matrx values lose physal meanng. For ths reason, the modal ontrol law proposed has been alulated mposng that the term [ φ] [ Λ] u of (5) doesn't ouple the system modes and leads to an nrease of the system dampng rato [ ] [ ] [ ] φ Λ u = g v q gp q (12) p g v have a prese physal meanng, beause they represent respetvely the nrease n stffness and dampng rato brought about by the ontrol. o ensure ndependent modal ontrol they must be dagonal, so that the ontrol law provdes an ndependent stffness and dampng ontrbuton on eah mode, keepng the same egenvetors as the unontrolled system. hs ondton an be obtaned only f the number of atuators s equal to the number of onsdered modal oordnates. In addton, the system must be ontrollable, so any row or olumn of [ φ] [ Λ ] must be non-ero. hs means that at least one ontrol fore must have a non-ero ontrbuton on every mode and eah ontrol fore must at on at least one mode. he ontrol fore an be alulated as g and [ ] 1 ([ ] [ ] ) [ ] ( ) u = φ Λ gv q + gp q q (13) = [ v] G G p q g and g p, the desred system egenvalues an be set for the ontrolled system. In partular g p an be set to ero to keep the same natural frequenes as the unontrolled system. Seletng [ ] v B. he modal observer Assumng that the exat modal oordnates are known,

4 , July 6-8, 2011, London, U.K. the method proposed guarantees a ompletely deoupled modal ontrol and avods spllover problems, even f the number of ontrolled modes s smaller than the number of struture modes. However, n most flexble struture ontrol applatons the modal oordnates are unknown and so have to be estmated usng a modal observer or flter [3]. In ths paper a modal observer has been onsdered (Fg. 2). C estmated modal oordnates measurements (ontrol fores) D measurements Boom (aeleratons) A q G o Fg. 2. he sheme of the modal observer B q measurements (ontrol fores) Aordng to the (7),the observer equaton an be wrtten as qˆ = A ˆ ˆ q q+ Bq u + Ko y y (14) [ ]( ) - ˆq s the estmator of the system modal oordnate vetor; K s the observer gan matrx, whh wll be - [ ] o defned later; - y and ŷ respetvely represent the measurements and estmated measurements vetors. y s an observer nput, whle ŷ s defned by [ ] [ ] yˆ = C q+ D u (15) he values of [ C ] and [ ] D, whh lnk the estmated measurements vetor to the observer states and ontrol fores, depend on sensor type (aelerometer, poston sensors, stran gauges, et.) and poston. Consderng the (15), and negletng the ontrbuton of [ D ], the observer equaton (14) beomes ( [ ][ ]) ˆ q o q [ o] [ A ] qˆ B u [ K ] y qˆ = A K C q+ B u + K y = + + o q o (16) Now t s possble to defne the last term of the observer, the gan matrx [ K o ], whh s alulated usng the pole plaement method. IV. NUMERICAL AND EXPERIMENAL ANALYSIS In the prevous paragraph the vbraton ontrol log was defned. o test the adopted soluton, a numeral and expermental ampagn was arred out. he test rg, ntrodued n par. 2, was nstrumented wth - 3 load ells, to read total atuator fores; - 3 LVD sensors, to obtan boom onfguraton; - 1 aelerometer used as the observer nput and the boom vbraton ndator, loated at the end of the last segment. As sad n par. 2, the moton of the system s desrbed by a non lnear equaton. For ths reason all ontrol matres need to be updated at every step to make the ontrol log rgorous. hs updatng an be easly reprodued n the numeral smulatons, there are no lmts due to realtme ssues. However, the expermental applaton requres real-tme alulaton of ontrol matres and normal mroproessors do not have enough power or speed to handle the requred tme sale, so an approxmaton must be appled. In any ase, onsderng that the rotaton speed of the segment (and so the matrx varaton) s lower wth respet to the ontroller dynam, ths approxmaton doesn t ompromse ontrol effeny and two possble approahes an be adopted. he frst onssts n alulatng ontrol matres every tme steps, usng the ontrol board n a mult-taskng mode. A faster method alulates the ontrol fores every tme step whle the other method alulates them at longer ntervals. he seond approah s to pre-alulate the matres for a dsrete set of boom onfguratons. In ths way, at every tme step, the software smply needs to extrat the nearest onfguraton matres usng lnear nterpolaton. he atual boom onfguraton, as mentoned, an be determned from the atuator LVD output. he lmt of ths soluton s the memory avalable on the ontrol board. Consderng the small amount of memory requred by the present applaton, ths seond method was preferred and mplemented. he ontrolled system and observer pole are set as follows: - the magnary part of eah ontrolled and pole s set equal to the magnary part of the unontrolled system. hs s beause we are not nterested n modfyng the system frequenes sne ths s not the am of the present work and would lead to hgh ontrol fores. As mentoned, a ontrol fore nrease ould lead to hgh mehanal stress and fatgue problems. Instead, the magnary parts of the observer poles are set twe those of the unontrolled system, n order to make the observer dynams faster than the system dynams; - the real part of eah ontrolled and observed pole s plaed respetvely equal to 15% and 30% of the orrespondng magnary one, n order to set the ontrolled system dampng rato hgher than that of the unontrolled boom. For omparson, the possblty of usng a o-loated ontrol fore was analyed. hs soluton s the smplest one, beause t only requres the measurement of the atuator length and s the most natural soluton for addng dampng to the system. he resultng ontrol fore, onssts

5 , July 6-8, 2011, London, U.K. of a o-loated dervatve ontrol, that nreases the total dampng of the system by addng a dampng ontrbuton on the boom atuators. hs soluton s smpler than modal ontrol. In fat t requres low omputatonal effort and doesn t ompromse system stablty. However, ths soluton doesn t provde a large nrease n the dampng rato. In fat ths dervatve aton only works on atuator vbratons, wthout onsderng the vbratons of the segments due to ther flexblty. As a onsequene, even after optmaton, only a small dampng rato nrease s aheved. A. Numeral analyss hs paragraph presents some numeral results. All the smulatons refer to the numeral model of the test rg that was used for the experments. All the results (wth and wthout vbraton ontrol) refer to the same large movement of the boom (Fg. 3). ABLE I COMPARISON BEWEEN HE DAMPING RAIOS OF HE FIRSHREE MODES OF HE BOOM IN HORIZONAL CONFIGURAION WIH AND WIHOU CONROL Dampng ratos [%] No ontrol Modal ontrol Mode Mode Mode B. Expermental results hs paragraph presents the results obtaned on the test rg (Fg. 1). As n the numeral ase, the aeleraton of the end of the thrd segment s onsdered to estmate ontrol performane. Fg. 5 shows the expermental results, obtaned reprodung the same ondtons as n the numeral smulatons (movement, ontrol parameter, measurement nstruments). A good agreement wth the numeral data was obtaned. 14 No ontrol No ontrol Modal ontrol Modal ontrol aeleraton [m/s2] 8 6 Aeleraton modulus [m/s 2 ] 4 Fg. 3. Large moton referene for the boom segments: startng and fnal onfguraton (a) and rotaton referene (b) 2 0 (a) tme [s] (b) Frequeny [H] Fg. 4 ompares the system vbratons wth and wthout modal ontrol, hghlghtng the nrease n dampng. he aeleraton of the end of the thrd segment s onsdered as ndatng ontrol performane. On the left, the fgure shows the aeleraton tme hstory durng the large moton desrbed n Fg. 3. he tme hstory also nludes stat aeleraton due to gravty. On the rght t shows, on a logarthm sale, the aeleraton spetrum wth the applaton of an external fore on the frst segment end. hs smulaton was arred out n the fnal onfguraton of the large moton shown n Fg. 3. he external fore onssts of a frequeny sweep up to 7 H, that nvolves the frst three natural frequenes of the struture. he fgure shows that modal ontrol auses a large reduton of vbratons near the ontrolled natural frequenes. However, system response nreases between these. aeleraton [m/s2] No ontrol Modal ontrol (a) tme [s] Aeleraton modulus [m/s 2 ] No ontrol Modal ontrol (b) Frequeny [H] Fg. 4. Numeral aeleraton of the end of the thrd segment: tme hstory (a) and spetrum (b) In any ase, as able 1 also shows, modal ontrol an ensure a large nrement n the boom dampng rato. Fg. 5. Expermental aeleraton of the end of the thrd segment: tme hstory (a) and spetrum (b) In order to omplete the numeral-expermental analyss, n Fg. 6 a omparson s shown. Aeleraton modulus [m/s 2 ] Numeral model Expermental test rg (a) Frequeny [H] Aeleraton modulus [m/s 2 ] Numeral model Expermental test rg (b) Frequeny [H] Fg. 6. Numeral-expermental spetra omparson wthout (a) and wth (b) modal ontrol V. CONCLUSIONS In ths paper a ontrol strategy was mplemented to suppress the vbratons ndued n a non-lnear hghlyflexble boom by ts large moton. For ths knd of struture the modal soluton remans an attratve one for modellng the system dynams wth a redued number of degrees of freedom n a foused range of frequenes. As a onsequene the non-lnear atve ontrol log adopted s based on the ndependent modal ontrol theory, llustrated usng the 2 nd order equaton typal of mehanal systems. In the same way, a modal observer was mplemented to estmate the non-measurable modal oordnates. he ontrol fore s appled to the system through the same hydraul atuators responsble for the boom s large moton. Frst ths methodology was tested usng numeral

6 , July 6-8, 2011, London, U.K. smulaton, showng that an nrease of the dampng rato of up to about 15% ould be aheved wthout affetng the large moton and redung materal stress durng operaton. Fnally a test rg was reated and the methodology was expermentally valdated. he expermental results show a very good agreement wth the numeral ones and the modal ontrol aton provdes an hgh reduton of test rg vbratons. REFERENCES [1] M.J. Balas (1978). Atve ontrol of flexble systems. Journal of Optmaton heory and Applatons, Volume 25(3), pp [2] L. Merovth (1983). Comparson of ontrol tehnques for large flexble systems. Journal of Gudane, Control and Dynams, Volume 6(4), pp [3] L. Merovth and H. Baruh (1985). Implementaton of modal flters for ontrol of strutures. Journal of Gudane Control and Dynams, Volume 8(6), pp [4] A. Ba and S. Poh (1990). Expermental mplementaton of the modfed ndependent modal spae ontrol method. Journal of Sound and Vbraton, Volume 139(1), pp [5] Y.H. Ln and C.L. Chu (1995). A new desgn for ndependent modal spae ontrol of general dynam systems. Journal of Sound and Vbraton, Volume 180, pp [6] C.K. Lee and F.C. Moon (1990). Modal sensors/atuators. Journal of Appled Mehans, ransatons ASME, Volume 57(2), pp [7] X. Zhang, H. Lu and W. Cao (1996). Atve vbraton ontrol of flexble mehansms. Chnese Journal of Mehanal Engneerng, Volume 32(1), pp [8] S. Changjan, Z. Xanmn and S. Yunwen (2000). Complex mode atve vbraton ontrol of hgh-speed flexble lnkage mehansms. Journal of Sound and Vbraton, Volume 234(3), pp [9] D.J. Inman (2001). Atve modal ontrol for smart strutures. Phlosophal ransatons of the Royal Soety Seres A, Volume 359, pp [10] G.R. Skdmore and W.L. Hallauer Jr (1985). Modal-spae atve dampng of a beam-able struture: theory and experment. Journal of Sound and Vbraton, Volume 101(2), pp [11] Y.A. Khulef (2001). Vbraton suppresson n rotatng beams usng atve modal ontrol. Journal of Sound and Vbraton, Volume 242(4), pp [12] F: Resta, F. Rpamont, G. Caulan and M. Ferrar (2010). Independent modal ontrol for nonlnear flexble strutures. Journal of Sound and Vbraton, Volume 329(8), pp [13] A.A. Shabana (1997). Flexble Multbody Dynams: Revew of Past and Reent Developments. Multbody System Dynams, Volume 1(2), pp [14] L. Merovth (1990). Dynams and Control of Strutures, J. Wley & Sons, New York, ISBN [15] B. Fredland (1986). Control System Desgn, MGraw Hll, New York, ISBN

Controller Design for Networked Control Systems in Multiple-packet Transmission with Random Delays

Controller Design for Networked Control Systems in Multiple-packet Transmission with Random Delays Appled Mehans and Materals Onlne: 03-0- ISSN: 66-748, Vols. 78-80, pp 60-604 do:0.408/www.sentf.net/amm.78-80.60 03 rans eh Publatons, Swtzerland H Controller Desgn for Networed Control Systems n Multple-paet

More information

Vibration control of flexible structures with an Active Modal Tuned Mass Damper

Vibration control of flexible structures with an Active Modal Tuned Mass Damper Preprnts of the 18th IFAC World Congress Mlano (Italy) August 8 - Septeber, 011 Vbraton ontrol of flexble strutures wth an Atve Modal Tuned Mass Daper G. Cazzulan 1,a, C. Ghelett 1,b, F. Resta 1,, F. Rpaont

More information

425. Calculation of stresses in the coating of a vibrating beam

425. Calculation of stresses in the coating of a vibrating beam 45. CALCULAION OF SRESSES IN HE COAING OF A VIBRAING BEAM. 45. Calulaton of stresses n the oatng of a vbratng beam M. Ragulsks,a, V. Kravčenken,b, K. Plkauskas,, R. Maskelunas,a, L. Zubavčus,b, P. Paškevčus,d

More information

The Active Modal Tuned Mass Damper (AMTMD) for Vibration Suppression in Flexible Structures

The Active Modal Tuned Mass Damper (AMTMD) for Vibration Suppression in Flexible Structures Proeedngs o the World Congress on Engneerng 11 Vol III, July 6-8, 11, London, U.K. The Atve Modal Tuned Mass Daper (AMTMD) or Vbraton Suppresson n Flexble Strutures G. Cazzulan, F. Resta, F. Rpaont Abstrat

More information

FAULT DETECTION AND IDENTIFICATION BASED ON FULLY-DECOUPLED PARITY EQUATION

FAULT DETECTION AND IDENTIFICATION BASED ON FULLY-DECOUPLED PARITY EQUATION Control 4, Unversty of Bath, UK, September 4 FAUL DEECION AND IDENIFICAION BASED ON FULLY-DECOUPLED PARIY EQUAION C. W. Chan, Hua Song, and Hong-Yue Zhang he Unversty of Hong Kong, Hong Kong, Chna, Emal:

More information

of concretee Schlaich

of concretee Schlaich Seoul Nat l Unersty Conrete Plastty Hong Sung Gul Chapter 1 Theory of Plastty 1-1 Hstory of truss model Rtter & Morsh s 45 degree truss model Franz Leonhardt - Use of truss model for detalng of renforement.

More information

DOAEstimationforCoherentSourcesinBeamspace UsingSpatialSmoothing

DOAEstimationforCoherentSourcesinBeamspace UsingSpatialSmoothing DOAEstmatonorCoherentSouresneamspae UsngSpatalSmoothng YnYang,ChunruWan,ChaoSun,QngWang ShooloEletralandEletronEngneerng NanangehnologalUnverst,Sngapore,639798 InsttuteoAoustEngneerng NorthwesternPoltehnalUnverst,X

More information

A Theorem of Mass Being Derived From Electrical Standing Waves (As Applied to Jean Louis Naudin's Test)

A Theorem of Mass Being Derived From Electrical Standing Waves (As Applied to Jean Louis Naudin's Test) A Theorem of Mass Beng Derved From Eletral Standng Waves (As Appled to Jean Lous Naudn's Test) - by - Jerry E Bayles Aprl 4, 000 Ths paper formalzes a onept presented n my book, "Eletrogravtaton As A Unfed

More information

Linear-Quadratic-Gaussian (LQG) Controller for Two link- robotic Manipulator Control

Linear-Quadratic-Gaussian (LQG) Controller for Two link- robotic Manipulator Control Lnear-Quadrat-Gaussan (LQG) Controller for Two lnk- robot Manpulator Control Lela Fallah Aragh, M Habbnejad Korayem, Amn Nkoobn Abstrat Ths paper presents a new method for the ontrol of Two lnk- robot

More information

DYNAMIC ANALYSIS OF SEMI-RIGID FRAMES

DYNAMIC ANALYSIS OF SEMI-RIGID FRAMES Matematal and Computatonal pplatons, Vol., No., pp. -8, 5. ssoaton for Sentf esear DYNMIC NYSIS OF SMI-IGID FMS l Ugur Ozturk and Hkmet H. Catal Department of Cvl ngneerng, Dokuz ylul Unversty, 5, Izmr,

More information

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE Analytcal soluton s usually not possble when exctaton vares arbtrarly wth tme or f the system s nonlnear. Such problems can be solved by numercal tmesteppng

More information

3D Numerical Analysis for Impedance Calculation and High Performance Consideration of Linear Induction Motor for Rail-guided Transportation

3D Numerical Analysis for Impedance Calculation and High Performance Consideration of Linear Induction Motor for Rail-guided Transportation ADVANCED ELECTROMAGNETICS SYMPOSIUM, AES 13, 19 MARCH 13, SHARJAH UNITED ARAB EMIRATES 3D Numeral Analss for Impedane Calulaton and Hgh Performane Consderaton of Lnear Induton Motor for Ral-guded Transportaton

More information

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM An elastc wave s a deformaton of the body that travels throughout the body n all drectons. We can examne the deformaton over a perod of tme by fxng our look

More information

Finite Element Modelling of truss/cable structures

Finite Element Modelling of truss/cable structures Pet Schreurs Endhoven Unversty of echnology Department of Mechancal Engneerng Materals echnology November 3, 214 Fnte Element Modellng of truss/cable structures 1 Fnte Element Analyss of prestressed structures

More information

ELEKTRYKA 2016 Zeszyt 3-4 ( )

ELEKTRYKA 2016 Zeszyt 3-4 ( ) ELEKTRYKA 206 Zeszyt 3-4 (239-240) Rok LXII Waldemar BAUER, Jerzy BARANOWSKI, Tomasz DZIWIŃSKI, Paweł PIĄTEK, Marta ZAGÓROWSKA AGH Unversty of Sene and Tehnology, Kraków OUSTALOUP PARALLEL APPROXIMATION

More information

A computer-aided optimization method of bending beams

A computer-aided optimization method of bending beams WSES Internatonal Conferene on ENGINEERING MECHNICS, STRUCTURES, ENGINEERING GEOLOGY (EMESEG '8), Heraklon, Crete Island, Greee, July 22-24, 28 omputer-aded optmzaton method of bendng beams CRMEN E. SINGER-ORCI

More information

EEE 241: Linear Systems

EEE 241: Linear Systems EEE : Lnear Systems Summary #: Backpropagaton BACKPROPAGATION The perceptron rule as well as the Wdrow Hoff learnng were desgned to tran sngle layer networks. They suffer from the same dsadvantage: they

More information

Key words: path synthesis, joint clearances, Lagrange s equation, Differential evaluation (DE), optimization.

Key words: path synthesis, joint clearances, Lagrange s equation, Differential evaluation (DE), optimization. Rub Mshra, T.K.Naskar, Sanb Ahara / nternatonal Journal of Engneerng Researh and Applatons (JERA) SSN: 8-96 www.era.om Vol., ssue, Januar -Februar 0, pp.9-99 Snthess of oupler urve of a Four Bar Lnkage

More information

Charged Particle in a Magnetic Field

Charged Particle in a Magnetic Field Charged Partle n a Magnet Feld Mhael Fowler 1/16/08 Introduton Classall, the fore on a harged partle n eletr and magnet felds s gven b the Lorentz fore law: v B F = q E+ Ths velot-dependent fore s qute

More information

A Theorem of Mass Being Derived From Electrical Standing Waves (As Applied to Jean Louis Naudin's Test)

A Theorem of Mass Being Derived From Electrical Standing Waves (As Applied to Jean Louis Naudin's Test) A Theorem of Mass Beng Derved From Eletral Standng Waves (As Appled to Jean Lous Naudn's Test) - by - Jerry E Bayles Aprl 5, 000 Ths Analyss Proposes The Neessary Changes Requred For A Workng Test Ths

More information

12 th National Congress on Theoretical and Applied Mechanics September 2013, Saints Constantine and Helena, Varna, Bulgaria

12 th National Congress on Theoretical and Applied Mechanics September 2013, Saints Constantine and Helena, Varna, Bulgaria th Natonal Congress on Theoretal and Appled Mehans 3-6 September 03 Sants Constantne and Helena Varna Bulgara APPLICATION OF GEARING PRIMITIVES TO SKEW AXES GEAR SET SYNTHESIS PART : MATHEMATICAL MODEL

More information

Active Control of Adaptive Optics System in a Large Segmented Mirror Telescope. M. Nagashima and B. N. Agrawal

Active Control of Adaptive Optics System in a Large Segmented Mirror Telescope. M. Nagashima and B. N. Agrawal Atve Control of Adaptve Opts System n a Large Segmented Mrror elesope M. Nagashma and B. N. Agrawal Abstrat For a large Adaptve Opts () system suh as a large Segmented Mrror elesope (SM), t s often dffult,

More information

APPROXIMATE OPTIMAL CONTROL OF LINEAR TIME-DELAY SYSTEMS VIA HAAR WAVELETS

APPROXIMATE OPTIMAL CONTROL OF LINEAR TIME-DELAY SYSTEMS VIA HAAR WAVELETS Journal o Engneerng Sene and ehnology Vol., No. (6) 486-498 Shool o Engneerng, aylor s Unversty APPROIAE OPIAL CONROL OF LINEAR IE-DELAY SYSES VIA HAAR WAVELES AKBAR H. BORZABADI*, SOLAYAN ASADI Shool

More information

Voltammetry. Bulk electrolysis: relatively large electrodes (on the order of cm 2 ) Voltammetry:

Voltammetry. Bulk electrolysis: relatively large electrodes (on the order of cm 2 ) Voltammetry: Voltammetry varety of eletroanalytal methods rely on the applaton of a potental funton to an eletrode wth the measurement of the resultng urrent n the ell. In ontrast wth bul eletrolyss methods, the objetve

More information

EVALUATION OF SEISMIC ACTIVE EARTH PRESSURE USING HORIZONTAL SLICE METHOD AND LOG-SPIRAL FAILURE SURFACE

EVALUATION OF SEISMIC ACTIVE EARTH PRESSURE USING HORIZONTAL SLICE METHOD AND LOG-SPIRAL FAILURE SURFACE EVALUATIO OF SEISMIC ACTIVE EARTH PRESSURE USIG HORIZOTAL SLICE METHOD AD LOG-SPIRAL FAILURE SURFACE S. BAISHYA orth Eastern Regonal Insttute of Sene and Tehnology (ERIST), Arunahal Pradesh, Inda A. SARKAR

More information

JSM Survey Research Methods Section. Is it MAR or NMAR? Michail Sverchkov

JSM Survey Research Methods Section. Is it MAR or NMAR? Michail Sverchkov JSM 2013 - Survey Researh Methods Seton Is t MAR or NMAR? Mhal Sverhkov Bureau of Labor Statsts 2 Massahusetts Avenue, NE, Sute 1950, Washngton, DC. 20212, Sverhkov.Mhael@bls.gov Abstrat Most methods that

More information

The corresponding link function is the complementary log-log link The logistic model is comparable with the probit model if

The corresponding link function is the complementary log-log link The logistic model is comparable with the probit model if SK300 and SK400 Lnk funtons for bnomal GLMs Autumn 08 We motvate the dsusson by the beetle eample GLMs for bnomal and multnomal data Covers the followng materal from hapters 5 and 6: Seton 5.6., 5.6.3,

More information

Improving the Performance of Fading Channel Simulators Using New Parameterization Method

Improving the Performance of Fading Channel Simulators Using New Parameterization Method Internatonal Journal of Eletrons and Eletral Engneerng Vol. 4, No. 5, Otober 06 Improvng the Performane of Fadng Channel Smulators Usng New Parameterzaton Method Omar Alzoub and Moheldn Wanakh Department

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-Varatonal Data Assmlaton (4D-Var) 4DVAR, accordng to the name, s a four-dmensonal varatonal method. 4D-Var s actually a drect generalzaton of 3D-Var to handle observatons that are dstrbuted n tme. The

More information

Lecture 8 Modal Analysis

Lecture 8 Modal Analysis Lecture 8 Modal Analyss 16.0 Release Introducton to ANSYS Mechancal 1 2015 ANSYS, Inc. February 27, 2015 Chapter Overvew In ths chapter free vbraton as well as pre-stressed vbraton analyses n Mechancal

More information

EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES

EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES Manuel J. C. Mnhoto Polytechnc Insttute of Bragança, Bragança, Portugal E-mal: mnhoto@pb.pt Paulo A. A. Perera and Jorge

More information

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system Transfer Functons Convenent representaton of a lnear, dynamc model. A transfer functon (TF) relates one nput and one output: x t X s y t system Y s The followng termnology s used: x y nput output forcng

More information

Study on Active Micro-vibration Isolation System with Linear Motor Actuator. Gong-yu PAN, Wen-yan GU and Dong LI

Study on Active Micro-vibration Isolation System with Linear Motor Actuator. Gong-yu PAN, Wen-yan GU and Dong LI 2017 2nd Internatonal Conference on Electrcal and Electroncs: echnques and Applcatons (EEA 2017) ISBN: 978-1-60595-416-5 Study on Actve Mcro-vbraton Isolaton System wth Lnear Motor Actuator Gong-yu PAN,

More information

ALGEBRAIC SCHUR COMPLEMENT APPROACH FOR A NON LINEAR 2D ADVECTION DIFFUSION EQUATION

ALGEBRAIC SCHUR COMPLEMENT APPROACH FOR A NON LINEAR 2D ADVECTION DIFFUSION EQUATION st Annual Internatonal Interdsplnary Conferene AIIC 03 4-6 Aprl Azores Portugal - Proeedngs- ALGEBRAIC SCHUR COMPLEMENT APPROACH FOR A NON LINEAR D ADVECTION DIFFUSION EQUATION Hassan Belhad Professor

More information

Introduction to Molecular Spectroscopy

Introduction to Molecular Spectroscopy Chem 5.6, Fall 004 Leture #36 Page Introduton to Moleular Spetrosopy QM s essental for understandng moleular spetra and spetrosopy. In ths leture we delneate some features of NMR as an ntrodutory example

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL DIFFERENTIATION 1 Introducton Dfferentaton s a method to compute the rate at whch a dependent output y changes wth respect to the change n the ndependent nput x. Ths rate of change s called the

More information

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2 Salmon: Lectures on partal dfferental equatons 5. Classfcaton of second-order equatons There are general methods for classfyng hgher-order partal dfferental equatons. One s very general (applyng even to

More information

Machine Learning: and 15781, 2003 Assignment 4

Machine Learning: and 15781, 2003 Assignment 4 ahne Learnng: 070 and 578, 003 Assgnment 4. VC Dmenson 30 onts Consder the spae of nstane X orrespondng to all ponts n the D x, plane. Gve the VC dmenson of the followng hpothess spaes. No explanaton requred.

More information

Phase Transition in Collective Motion

Phase Transition in Collective Motion Phase Transton n Colletve Moton Hefe Hu May 4, 2008 Abstrat There has been a hgh nterest n studyng the olletve behavor of organsms n reent years. When the densty of lvng systems s nreased, a phase transton

More information

Numerical Heat and Mass Transfer

Numerical Heat and Mass Transfer Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and

More information

PARTICIPATION FACTOR IN MODAL ANALYSIS OF POWER SYSTEMS STABILITY

PARTICIPATION FACTOR IN MODAL ANALYSIS OF POWER SYSTEMS STABILITY POZNAN UNIVE RSITY OF TE CHNOLOGY ACADE MIC JOURNALS No 86 Electrcal Engneerng 6 Volodymyr KONOVAL* Roman PRYTULA** PARTICIPATION FACTOR IN MODAL ANALYSIS OF POWER SYSTEMS STABILITY Ths paper provdes a

More information

Econ107 Applied Econometrics Topic 3: Classical Model (Studenmund, Chapter 4)

Econ107 Applied Econometrics Topic 3: Classical Model (Studenmund, Chapter 4) I. Classcal Assumptons Econ7 Appled Econometrcs Topc 3: Classcal Model (Studenmund, Chapter 4) We have defned OLS and studed some algebrac propertes of OLS. In ths topc we wll study statstcal propertes

More information

The Similar Structure Method for Solving Boundary Value Problems of a Three Region Composite Bessel Equation

The Similar Structure Method for Solving Boundary Value Problems of a Three Region Composite Bessel Equation The Smlar Struture Method for Solvng Boundary Value Problems of a Three Regon Composte Bessel Equaton Mngmng Kong,Xaou Dong Center for Rado Admnstraton & Tehnology Development, Xhua Unversty, Chengdu 69,

More information

INVESTIGATION ON THE SHEAR OF FIBER REINFORCED CONCRETE BEAMS CONSIDERING VARIOUS TYPES OF FIBERS

INVESTIGATION ON THE SHEAR OF FIBER REINFORCED CONCRETE BEAMS CONSIDERING VARIOUS TYPES OF FIBERS - Tehnal Paper - INESTIGATION ON THE SHEAR OF FIBER REINFORCED CONCRETE BEAMS CONSIDERING ARIOUS TYPES OF FIBERS Ptha JONGIATSAKUL *, Koj MATSUMOTO *, Ken WATANABE * and Junhro NIWA * ABSTRACT Ths paper

More information

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD Ákos Jósef Lengyel, István Ecsed Assstant Lecturer, Professor of Mechancs, Insttute of Appled Mechancs, Unversty of Mskolc, Mskolc-Egyetemváros,

More information

Journal home page:

Journal home page: Journal home page: http://www.senedret.om/sene/journal/746 Center manfold and multvarable approxmants appled to non-lnear stablty analyss Internatonal Journal of Non-Lnear Mehans, Volume 38, Issue 9, November

More information

Module 3: Element Properties Lecture 1: Natural Coordinates

Module 3: Element Properties Lecture 1: Natural Coordinates Module 3: Element Propertes Lecture : Natural Coordnates Natural coordnate system s bascally a local coordnate system whch allows the specfcaton of a pont wthn the element by a set of dmensonless numbers

More information

Finite Element Analysis of the Stability of Tunnel Surrounding Rock with Weak Rock Layer

Finite Element Analysis of the Stability of Tunnel Surrounding Rock with Weak Rock Layer Vol., No. 2 Modern Appled Sene Fnte Element Analyss of the Stablty of Tunnel Surroundng Rok wth Weak Rok Layer Yangsong Zhang Nanjng Unversty of Sene and Tehnology, Nanjng 294, Chna Tel: 86-25-84-577 E-mal:

More information

Instance-Based Learning and Clustering

Instance-Based Learning and Clustering Instane-Based Learnng and Clusterng R&N 04, a bt of 03 Dfferent knds of Indutve Learnng Supervsed learnng Bas dea: Learn an approxmaton for a funton y=f(x based on labelled examples { (x,y, (x,y,, (x n,y

More information

RELIABILITY ASSESSMENT

RELIABILITY ASSESSMENT CHAPTER Rsk Analyss n Engneerng and Economcs RELIABILITY ASSESSMENT A. J. Clark School of Engneerng Department of Cvl and Envronmental Engneerng 4a CHAPMAN HALL/CRC Rsk Analyss for Engneerng Department

More information

November 5, 2002 SE 180: Earthquake Engineering SE 180. Final Project

November 5, 2002 SE 180: Earthquake Engineering SE 180. Final Project SE 8 Fnal Project Story Shear Frame u m Gven: u m L L m L L EI ω ω Solve for m Story Bendng Beam u u m L m L Gven: m L L EI ω ω Solve for m 3 3 Story Shear Frame u 3 m 3 Gven: L 3 m m L L L 3 EI ω ω ω

More information

On Adaptive Control of Simulated Moving Bed Plants. Plants Using Comsol s Simulink Interface. Speaker: Marco Fütterer

On Adaptive Control of Simulated Moving Bed Plants. Plants Using Comsol s Simulink Interface. Speaker: Marco Fütterer daptve Smulated Movng ed Plants Usng Comsol s Smulnk Interfae Speaker: Maro Fütterer Insttut für utomatserungstehnk Otto-von-Guerke Unverstät Unverstätsplatz, D-39106 Magdeburg Germany e-mal: maro.fuetterer@ovgu.de

More information

PHYSICS 212 MIDTERM II 19 February 2003

PHYSICS 212 MIDTERM II 19 February 2003 PHYSICS 1 MIDERM II 19 Feruary 003 Exam s losed ook, losed notes. Use only your formula sheet. Wrte all work and answers n exam ooklets. he aks of pages wll not e graded unless you so request on the front

More information

LINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity

LINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity LINEAR REGRESSION ANALYSIS MODULE IX Lecture - 30 Multcollnearty Dr. Shalabh Department of Mathematcs and Statstcs Indan Insttute of Technology Kanpur 2 Remedes for multcollnearty Varous technques have

More information

Implementation of α-qss Stiff Integration Methods for Solving the Detailed Combustion Chemistry

Implementation of α-qss Stiff Integration Methods for Solving the Detailed Combustion Chemistry Proeedngs of the World Congress on Engneerng 2007 Vol II Implementaton of α-qss Stff Integraton Methods for Solvng the Detaled Combuston Chemstry Shafq R. Quresh and Robert Prosser Abstrat Implt methods

More information

Active Structural Acoustic Control of Sound Radiation from Flat Plates

Active Structural Acoustic Control of Sound Radiation from Flat Plates Proeedngs of th Internatonal Congress on Aousts, ICA 10 23-27 August 10, Sydney, Australa Atve Strutural Aoust Control of Sound Radaton from Flat Plates Xa Pan and James A. Forrest Martme Platforms Dvson,

More information

MULTICRITERION OPTIMIZATION OF LAMINATE STACKING SEQUENCE FOR MAXIMUM FAILURE MARGINS

MULTICRITERION OPTIMIZATION OF LAMINATE STACKING SEQUENCE FOR MAXIMUM FAILURE MARGINS MLTICRITERION OPTIMIZATION OF LAMINATE STACKING SEENCE FOR MAXIMM FAILRE MARGINS Petr Kere and Juhan Kos Shool of Engneerng, Natonal nversty of ruguay J. Herrera y Ressg 565, Montevdeo, ruguay Appled Mehans,

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

Prediction of Solid Paraffin Precipitation Using Solid Phase Equation of State

Prediction of Solid Paraffin Precipitation Using Solid Phase Equation of State Predton of old Paraffn Preptaton Usng old Phase Equaton of tate Proeedngs of European Congress of Chemal Engneerng (ECCE-6) Copenhagen, 16- eptember 7 Predton of old Paraffn Preptaton Usng old Phase Equaton

More information

MAE140 - Linear Circuits - Winter 16 Final, March 16, 2016

MAE140 - Linear Circuits - Winter 16 Final, March 16, 2016 ME140 - Lnear rcuts - Wnter 16 Fnal, March 16, 2016 Instructons () The exam s open book. You may use your class notes and textbook. You may use a hand calculator wth no communcaton capabltes. () You have

More information

Structure and Drive Paul A. Jensen Copyright July 20, 2003

Structure and Drive Paul A. Jensen Copyright July 20, 2003 Structure and Drve Paul A. Jensen Copyrght July 20, 2003 A system s made up of several operatons wth flow passng between them. The structure of the system descrbes the flow paths from nputs to outputs.

More information

NON-LINEAR CONVOLUTION: A NEW APPROACH FOR THE AURALIZATION OF DISTORTING SYSTEMS

NON-LINEAR CONVOLUTION: A NEW APPROACH FOR THE AURALIZATION OF DISTORTING SYSTEMS NON-LINEAR CONVOLUTION: A NEW APPROAC FOR TE AURALIZATION OF DISTORTING SYSTEMS Angelo Farna, Alberto Belln and Enrco Armellon Industral Engneerng Dept., Unversty of Parma, Va delle Scenze 8/A Parma, 00

More information

The equation of motion of a dynamical system is given by a set of differential equations. That is (1)

The equation of motion of a dynamical system is given by a set of differential equations. That is (1) Dynamcal Systems Many engneerng and natural systems are dynamcal systems. For example a pendulum s a dynamcal system. State l The state of the dynamcal system specfes t condtons. For a pendulum n the absence

More information

VIBRATION FATIGUE DESIGN METHODOLOGY OF A LARGE SCALE HEAVY DUTY ROBOT

VIBRATION FATIGUE DESIGN METHODOLOGY OF A LARGE SCALE HEAVY DUTY ROBOT ICSV14 Carns Australa 9-12 July, 2007 VIBRATION FATIGUE DESIGN METHODOLOGY OF A LARGE SCALE HEAVY DUTY ROBOT Jong Hw Seo 1, Jae Chul Hwang 1, Yong Won Cho 1, Dong Il Km 1, Hong Jae Ym 2 1 Robotcs Technology

More information

THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD

THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD Journal of Appled Mathematcs and Computatonal Mechancs 7, 6(3), 7- www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.3. e-issn 353-588 THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS

More information

Particle Swarm Optimization of Neural Controller for Tanker Ship Steering

Particle Swarm Optimization of Neural Controller for Tanker Ship Steering Proeedngs of the th WSEAS Internatonal Conferene on SYSEMS, Agos Nkolaos, Crete Island, Greee, July 3-5, 007 394 Partle Swarm Optmzaton of Neural Controller for anker Shp Steerng C. K. Loo, Nkos, E. Mastoraks

More information

A Hybrid Variational Iteration Method for Blasius Equation

A Hybrid Variational Iteration Method for Blasius Equation Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 1932-9466 Vol. 10, Issue 1 (June 2015), pp. 223-229 Applcatons and Appled Mathematcs: An Internatonal Journal (AAM) A Hybrd Varatonal Iteraton Method

More information

Research on dynamic adjustment of cooperation in price duopoly game

Research on dynamic adjustment of cooperation in price duopoly game 3rd Internatonal Conferene on Mehatrons and Informaton Tehnology (ICMIT 06 Researh on dynam adjustment of ooeraton n re duooly game Gung ShaDehang XabYujng gao3bentu L4dDehua Wang5e 345 Shandong Voatonal

More information

C/CS/Phy191 Problem Set 3 Solutions Out: Oct 1, 2008., where ( 00. ), so the overall state of the system is ) ( ( ( ( 00 ± 11 ), Φ ± = 1

C/CS/Phy191 Problem Set 3 Solutions Out: Oct 1, 2008., where ( 00. ), so the overall state of the system is ) ( ( ( ( 00 ± 11 ), Φ ± = 1 C/CS/Phy9 Problem Set 3 Solutons Out: Oct, 8 Suppose you have two qubts n some arbtrary entangled state ψ You apply the teleportaton protocol to each of the qubts separately What s the resultng state obtaned

More information

A new mixed integer linear programming model for flexible job shop scheduling problem

A new mixed integer linear programming model for flexible job shop scheduling problem A new mxed nteger lnear programmng model for flexble job shop shedulng problem Mohsen Zaee Department of Industral Engneerng, Unversty of Bojnord, 94531-55111 Bojnord, Iran Abstrat. In ths paper, a mxed

More information

Journal of Engineering and Applied Sciences. Ultraspherical Integration Method for Solving Beam Bending Boundary Value Problem

Journal of Engineering and Applied Sciences. Ultraspherical Integration Method for Solving Beam Bending Boundary Value Problem Journal of Engneerng and Appled Senes Volue: Edton: Year: 4 Pages: 7 4 Ultraspheral Integraton Method for Solvng Bea Bendng Boundary Value Proble M El-Kady Matheats Departent Faulty of Sene Helwan UnverstyEgypt

More information

Simultaneous analysis of non-strange negative parity baryon Properties in large N c QCD

Simultaneous analysis of non-strange negative parity baryon Properties in large N c QCD Sr Lankan ournal of Physs, Vol. () () 7-8 Insttute of Physs - Sr Lanka Researh Artle Smultaneous analyss of non-strange negatve party baryon Propertes n large QCD Shavndra P. Premaratne, C.P. ayalath Department

More information

Optimization and Implementation for the Modified DFT Filter Bank Multicarrier Modulation System

Optimization and Implementation for the Modified DFT Filter Bank Multicarrier Modulation System Journal of Communatons Vol. 8, No. 0, Otober 203 Optmzaton and Implementaton for the odfed DFT Flter Ban ultarrer odulaton System Guangyu Wang, Wewe Zhang, Ka Shao, and Lng Zhuang Chongqng Key Laboratory

More information

Suppose that there s a measured wndow of data fff k () ; :::; ff k g of a sze w, measured dscretely wth varable dscretzaton step. It s convenent to pl

Suppose that there s a measured wndow of data fff k () ; :::; ff k g of a sze w, measured dscretely wth varable dscretzaton step. It s convenent to pl RECURSIVE SPLINE INTERPOLATION METHOD FOR REAL TIME ENGINE CONTROL APPLICATIONS A. Stotsky Volvo Car Corporaton Engne Desgn and Development Dept. 97542, HA1N, SE- 405 31 Gothenburg Sweden. Emal: astotsky@volvocars.com

More information

Numerical Solution of Ordinary Differential Equations

Numerical Solution of Ordinary Differential Equations Numercal Methods (CENG 00) CHAPTER-VI Numercal Soluton of Ordnar Dfferental Equatons 6 Introducton Dfferental equatons are equatons composed of an unknown functon and ts dervatves The followng are examples

More information

NON LINEAR ANALYSIS OF STRUCTURES ACCORDING TO NEW EUROPEAN DESIGN CODE

NON LINEAR ANALYSIS OF STRUCTURES ACCORDING TO NEW EUROPEAN DESIGN CODE October 1-17, 008, Bejng, Chna NON LINEAR ANALYSIS OF SRUCURES ACCORDING O NEW EUROPEAN DESIGN CODE D. Mestrovc 1, D. Czmar and M. Pende 3 1 Professor, Dept. of Structural Engneerng, Faculty of Cvl Engneerng,

More information

Errors for Linear Systems

Errors for Linear Systems Errors for Lnear Systems When we solve a lnear system Ax b we often do not know A and b exactly, but have only approxmatons  and ˆb avalable. Then the best thng we can do s to solve ˆx ˆb exactly whch

More information

Energy-Based State-Space Representation of Modular Multilevel Converters with a Constant Equilibrium Point in Steady-State Operation

Energy-Based State-Space Representation of Modular Multilevel Converters with a Constant Equilibrium Point in Steady-State Operation Energy-ased State-Spae Representaton of Modular Multlevel Converters wth a Constant Equlbrum Pont n Steady-State Operaton Glbert ergna-daz, Jon re Suul, Member IEEE, and Salvatore D'ro bstrat he nternal

More information

DUE: WEDS FEB 21ST 2018

DUE: WEDS FEB 21ST 2018 HOMEWORK # 1: FINITE DIFFERENCES IN ONE DIMENSION DUE: WEDS FEB 21ST 2018 1. Theory Beam bendng s a classcal engneerng analyss. The tradtonal soluton technque makes smplfyng assumptons such as a constant

More information

Global Sensitivity. Tuesday 20 th February, 2018

Global Sensitivity. Tuesday 20 th February, 2018 Global Senstvty Tuesday 2 th February, 28 ) Local Senstvty Most senstvty analyses [] are based on local estmates of senstvty, typcally by expandng the response n a Taylor seres about some specfc values

More information

Week 9 Chapter 10 Section 1-5

Week 9 Chapter 10 Section 1-5 Week 9 Chapter 10 Secton 1-5 Rotaton Rgd Object A rgd object s one that s nondeformable The relatve locatons of all partcles makng up the object reman constant All real objects are deformable to some extent,

More information

12. The Hamilton-Jacobi Equation Michael Fowler

12. The Hamilton-Jacobi Equation Michael Fowler 1. The Hamlton-Jacob Equaton Mchael Fowler Back to Confguraton Space We ve establshed that the acton, regarded as a functon of ts coordnate endponts and tme, satsfes ( ) ( ) S q, t / t+ H qpt,, = 0, and

More information

A SIMULATION TOOL FOR INTRODUCING ALGEBRAIC CELP (ACELP) CODING CONCEPTS IN A DSP COURSE

A SIMULATION TOOL FOR INTRODUCING ALGEBRAIC CELP (ACELP) CODING CONCEPTS IN A DSP COURSE A SIMULATION TOOL FOR INTRODUCING ALGEBRAIC CELP (ACELP) CODING CONCEPTS IN A DSP COURSE Venkatraman Att and Andreas Spanas Department of Eletral Engneerng, MIDL TRC Arzona State Unversty, Tempe, AZ, 85287-7206,

More information

CSci 6974 and ECSE 6966 Math. Tech. for Vision, Graphics and Robotics Lecture 21, April 17, 2006 Estimating A Plane Homography

CSci 6974 and ECSE 6966 Math. Tech. for Vision, Graphics and Robotics Lecture 21, April 17, 2006 Estimating A Plane Homography CSc 6974 and ECSE 6966 Math. Tech. for Vson, Graphcs and Robotcs Lecture 21, Aprl 17, 2006 Estmatng A Plane Homography Overvew We contnue wth a dscusson of the major ssues, usng estmaton of plane projectve

More information

Brander and Lewis (1986) Link the relationship between financial and product sides of a firm.

Brander and Lewis (1986) Link the relationship between financial and product sides of a firm. Brander and Lews (1986) Lnk the relatonshp between fnanal and produt sdes of a frm. The way a frm fnanes ts nvestment: (1) Debt: Borrowng from banks, n bond market, et. Debt holders have prorty over a

More information

Dr. M. Perumal Professor & Head Department of Hydrology Indian Institute of Technology Roorkee INDIA Co-authors: Dr. B. Sahoo & Dr. C.M.

Dr. M. Perumal Professor & Head Department of Hydrology Indian Institute of Technology Roorkee INDIA Co-authors: Dr. B. Sahoo & Dr. C.M. Dr.. Perumal Professor & Head Department of Hdrolog Indan Insttute of Tehnolog Roorkee INDIA o-authors: Dr. B. Sahoo & Dr... Rao Dr. Dr... Perumal, Professor & & Head, Dept. Dept. of of Hdrolog, I.I.T.

More information

GEL 446: Applied Environmental Geology

GEL 446: Applied Environmental Geology GE 446: ppled Envronmental Geology Watershed Delneaton and Geomorphology Watershed Geomorphology Watersheds are fundamental geospatal unts that provde a physal and oneptual framewor wdely used by sentsts,

More information

Inductance Calculation for Conductors of Arbitrary Shape

Inductance Calculation for Conductors of Arbitrary Shape CRYO/02/028 Aprl 5, 2002 Inductance Calculaton for Conductors of Arbtrary Shape L. Bottura Dstrbuton: Internal Summary In ths note we descrbe a method for the numercal calculaton of nductances among conductors

More information

JAB Chain. Long-tail claims development. ASTIN - September 2005 B.Verdier A. Klinger

JAB Chain. Long-tail claims development. ASTIN - September 2005 B.Verdier A. Klinger JAB Chan Long-tal clams development ASTIN - September 2005 B.Verder A. Klnger Outlne Chan Ladder : comments A frst soluton: Munch Chan Ladder JAB Chan Chan Ladder: Comments Black lne: average pad to ncurred

More information

Performance Modeling of Hierarchical Memories

Performance Modeling of Hierarchical Memories Performane Modelng of Herarhal Memores Marwan Sleman, Lester Lpsky, Kshor Konwar Department of omputer Sene and Engneerng Unversty of onnetut Storrs, T 0669-55 Emal: {marwan, lester, kshor}@engr.uonn.edu

More information

DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM

DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM Ganj, Z. Z., et al.: Determnaton of Temperature Dstrbuton for S111 DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM by Davood Domr GANJI

More information

technische universiteit eindhoven Analysis of one product /one location inventory control models prof.dr. A.G. de Kok 1

technische universiteit eindhoven Analysis of one product /one location inventory control models prof.dr. A.G. de Kok 1 TU/e tehnshe unverstet endhoven Analyss of one produt /one loaton nventory ontrol models prof.dr. A.G. de Kok Aknowledgements: I would lke to thank Leonard Fortun for translatng ths ourse materal nto Englsh

More information

Iterative General Dynamic Model for Serial-Link Manipulators

Iterative General Dynamic Model for Serial-Link Manipulators EEL6667: Knematcs, Dynamcs and Control of Robot Manpulators 1. Introducton Iteratve General Dynamc Model for Seral-Lnk Manpulators In ths set of notes, we are gong to develop a method for computng a general

More information

Optimal priority-free conditionallypreemptive. periodic tasks based on DES supervisory control Xi Wang, Zhiwu Li, W.M. Wonham

Optimal priority-free conditionallypreemptive. periodic tasks based on DES supervisory control Xi Wang, Zhiwu Li, W.M. Wonham TSpae Researh Repostory tspae.lbrary.utoronto.a Optmal prorty-free ondtonallypreemptve real-tme shedulng of perod tasks based on DES supervsory ontrol X Wang, Zhwu L, W.M. Wonham Verson Post-prnt/aepted

More information

Three-Partition Flow Cover Inequalities for Constant Capacity Fixed-Charge Network Flow Problems

Three-Partition Flow Cover Inequalities for Constant Capacity Fixed-Charge Network Flow Problems Three-Partton Flow Cover Inequaltes for Constant Capaty Fxed-Charge Networ Flow Problems Alper Atamtür and Andrés Gómez Department of Industral Engneerng and Operatons Researh, Unversty of Calforna, Bereley,

More information

Stanford University CS359G: Graph Partitioning and Expanders Handout 4 Luca Trevisan January 13, 2011

Stanford University CS359G: Graph Partitioning and Expanders Handout 4 Luca Trevisan January 13, 2011 Stanford Unversty CS359G: Graph Parttonng and Expanders Handout 4 Luca Trevsan January 3, 0 Lecture 4 In whch we prove the dffcult drecton of Cheeger s nequalty. As n the past lectures, consder an undrected

More information

Some Results on the Counterfeit Coins Problem. Li An-Ping. Beijing , P.R.China Abstract

Some Results on the Counterfeit Coins Problem. Li An-Ping. Beijing , P.R.China Abstract Some Results on the Counterfet Cons Problem L An-Png Bejng 100085, P.R.Chna apl0001@sna.om Abstrat We wll present some results on the ounterfet ons problem n the ase of mult-sets. Keywords: ombnatoral

More information

6.3.7 Example with Runga Kutta 4 th order method

6.3.7 Example with Runga Kutta 4 th order method 6.3.7 Example wth Runga Kutta 4 th order method Agan, as an example, 3 machne, 9 bus system shown n Fg. 6.4 s agan consdered. Intally, the dampng of the generators are neglected (.e. d = 0 for = 1, 2,

More information

An Algorithm to Solve the Inverse Kinematics Problem of a Robotic Manipulator Based on Rotation Vectors

An Algorithm to Solve the Inverse Kinematics Problem of a Robotic Manipulator Based on Rotation Vectors An Algorthm to Solve the Inverse Knematcs Problem of a Robotc Manpulator Based on Rotaton Vectors Mohamad Z. Al-az*, Mazn Z. Othman**, and Baker B. Al-Bahr* *AL-Nahran Unversty, Computer Eng. Dep., Baghdad,

More information