Research. Mechanical Engineering Article

Size: px
Start display at page:

Download "Research. Mechanical Engineering Article"

Transcription

1 Research Mechancal Engneerng Artcle Engneerng 05, (): 9 98 DOI 0.50/J-ENG-0506 A Precson-Postonng Method for a Hgh-Acceleraton Low-Load Mechansm Based on Optmal Spatal and Temporal Dstrbuton of Inertal Energy Xn Chen, Youdun Ba, Zhjun Yang*, Jan Gao, Gongfa Chen ABSTRACT Hgh-speed and precson postonng are fund a mental requrements for hgh-acceleraton low-load mechansms n ntegrated crcut (IC) packagng equpment. In ths paper, we derve the transent nonlnear dynamcresponse equatons of hgh-acceleraton mechansms, whch reveal that stffness, frequency, dampng, and drvng frequency are the prmary factors. Therefore, we propose a new structural optmzaton and velocty-plannng method for the precson postonng of a hgh-acceleraton mechansm based on optmal spatal and temporal dstrbuton of nertal energy. For structural optmzaton, we frst revewed the commonly flexble multbody dynamc optmzaton usng equvalent statc loads method (ESLM), and then we selected the modfed ESLM for optmal spatal dstrbuton of nertal energy; hence, not only the stffness but also the nerta and frequency of the real modal shapes are consdered. For velocty plannng, we developed a new velocty-plannng method based on nonlnear dynamc-response optmzaton wth varyng moton condtons. Our method was verfed on a hgh-acceleraton de bonder. The ampltude of resdual vbraton could be decreased by more than 0% va structural optmzaton and the postonng tme could be reduced by more than 40% va asymmetrc varable veloc ty plannng. Ths method provdes an effectve theoretcal support for the precson postonng of hgh-acceleraton low-load mechansms. KEYWORDS hgh-acceleraton low-load mechansm, precs on postonng, spatal and temporal dstrbuton, nertal energy, equvalent statc loads method (ESLM), velocty plannng Introducton Wth the rapd development of electronc manufacturng technology and the electronc market, the demand for hghacceleraton and hgh-precson mechansms are ncreasng. For example, some manpulators n packagng equpment run at the speed of cycle tmes per hour, wth peak acceleraton of g 5g and a postonng precson of 5 µm. Hgh-acceleraton and short-cyclng-tme mechansms are nevtably subjected to elastc deformaton and vbratons caused by the nertal force. It s very dffcult to acheve hgh postonng accuracy n a very short deceleraton phase. Frequent but short acceleraton-deceleraton cycles could result n abrason or even falure of the mechansms []. Hence, t s necessary to fnd a new approach to optmze ths type of mechansm. When a mechansm moves at hgh speed, ts components should be regarded as flexble bodes, so the whole mechansm becomes a flexble multbody dynamc system, n whch the rgd-body moton s coupled wth the elastc deformaton. Therefore, the resultng dynamc model s a set of hghdmensonal dfferental equatons wth tme-varyng coeffcents and non-smooth nonlnear terms, whch s dffcult to model, analyze, and optmze []. For the last two decades, though tremendous progress has been acheved n the analyss of knematcs and the dynamcs of flexble multbody dynamc systems [], the optmzaton of flexble multbody dynamc systems s not completely solved. The equvalent statc loads method (ESLM) [4 0] proposed by Park et al. s the most effectve method for the dynamc optmzaton of flexble multbody dynamc systems. It has been mplemented nto the commercal software HyperWorks. The ESLM has been successfully used n the optmzaton of automotve collson dynamcs, Boeng arcraft wng structure [9], and so forth. The man dea of ths method s to convert the nonlnear dynamc response, by dscretzng the tme varable, nto response equatons of a seres of equvalent statc loads [4 0]. As the current dynamc topology optmzaton methods only consder some natural frequences, but the correspondng mode shapes may not reflect the real deforma- The Key Laboratory of Mechancal Equpment Manufacturng & Control Technology of Mnstry of Educaton, Guangdong Unversty of Technology, Guangzhou 50006, Chna * Correspondence author. E-mal: yangzj@gdut.edu.cn Receved 4 January 05; receved n revsed form 6 June 05; accepted 0 June 05 The Author(s) 05. Publshed by Engneerng Scences Press. Ths s an open access artcle under the CC BY lcense ( Volume Issue September 05 Engneerng 9

2 Research Mechancal Engneerng Artcle ton. Another mportant factor s the moton profle. At present, velocty-plannng methods manly consder geometrc smoothng whle gnorng the nfluence of curve parameters on the dynamc response. The S curve has a smoother varaton n acceleraton compared to the trapezodal profle, so t can reduce the resdual vbraton to some extent [, ]. Input shapng, such as a dgtal flter, not only causes tme delay, but also s dffcult to apply to the nonlnear dynamc system, where both stffness and frequences vary wth poston []. Therefore, a dynamc-response optmzaton for the velocty plannng s necessary. Some scholars have an equvalent moton stage system as a sngle-degree-of-freedom system to obtan optmal parameters of the S-type moton curve to reduce resdual vbraton [4]. However, because of hgh-acceleraton low-load mechansm s three dmensonal and frequently starts and stops, ts velocty plannng s a much more complcated problem. In ths paper, the nonlnear dynamc response of a hghacceleraton low-load mechansm s dscussed. We derve the transent nonlnear dynamc-response equatons of hgh acceleraton mechansms, whch reveal that stffness, frequences, and dampng (related to the layout of materal,.e., the spatal dstrbuton of nertal energy), as well as the drvng frequency (related to the moton profle,.e., the temporal dstrbuton of nertal energy), are the prmary factors. Therefore, we propose a new structural optmzaton and velocty-plannng method for the precson postonng of a hgh acceleraton mechansm based on optmal spatal and temporal dstrbuton of nertal energy. For structural optmzaton, the ESLM-based flexble multbody dynamc optmzaton s revewed and modfed for hgh-acceleraton low-load mechansms by means of the Raylegh-Rtz method, whch has been done n our prevous work [5, 6]. For velocty plannng, a new asymmetrc velocty profle s proposed based on nonlnear dynamc optmzaton wth varyng boundary condtons. Fnally, a practcal example of a hgh-speed de bonder s studed, whch shows that the resdual vbraton can be reduced by more than 0% by structural optmzaton and the postonng tme can be reduced by more than 40% by asymmetrc varable velocty plannng. Numercal tests show that the proposed method s effcent for structural desgn and velocty plannng for a hgh-acceleraton low-load mechansm. Techncal background For mechansms operatng at very hgh speed, the vbraton of the structures must be consdered. When the deformaton s large, the absolute nodal coordnate formulaton (ANCF) s more effcent [6]. Wthn the ANCF for hghly flexble bodes, the absolute coordnates are represented by a vector y, characterzng the materal ponts of the bodes by an approprate shape functon. The moton equaton s M t y + C t y + K t y = q t () where M(t), C(t) and K(t) are mass, dampng, and stffness matrces at tme t, respectvely. The moton equaton for flexble bodes has the same format as that of structural vbraton. The dsplacement y conssts of rgd moton y R and elastc modes y E. If we consder when the mechansm moves at a poston, the mechansm can be regarded as a structure wth knetc degrees of freedom. Let u R and u E be the dsplacements of the rgd modes and elastc modes, respectvely. Therefore, the total dsplacement of the flexble multbody s u t = u t + u t = Φ η t + Φ η t () R E R R E E where Φ R and Φ E are the matrces of the modal shapes of the rgd modes and elastc modes; and η R and η E are the correspondng coordnates. The modal shape of the whole system s the combnaton of Φ R and Φ E : [ ] Φ = Φ Φ () R E For the rgd modes, there exsts M η = Φ q (4) T R R R t And for the elastc modes, the followng equaton s satsf e d : M η + C η + K η = Φ q (5) T E E E E E E E t where M R = Φ T RMΦ R denotes the modal mass of the rgd modes; M E = Φ T EMΦ E, C E = Φ T ECΦ E, K E = Φ T EKΦ E = M E Λ E are the modal mass, modal dampng, and modal stffness of the elastc modes, respectvely; and Φ T Rq(t) s the modal load. Assumng that C E = Φ T ECΦ E = M E Γ E, the egenvalues of the damped elastc modes are Γ E = ξ ω E E For each degree of freedom: ξ ω E E ξ ω n n E E E E E E E E E E (6) + + = q t (7) m η ξ ω η ω η ce where ξe =, Eq. (7) s smlar to the dynamc resp onse of a one-degree-of-freedom system. me ωe Assume that the nput force s a harmonc exctaton: q t = F Ω t (8) E E cos Usng modal superposton and assumng that n modes are consdered, the modal velocty s where F K η t = Ω sn Ωt + φ + n E E E H = E E E tan ω ξ ω =, E E E φ H E ξ ω ω ω ω E (9) = Ω (0) Usually, f we transfer the hgh-speed moton profle to the frequency doman usng a fast Fourer transformaton (Fgure ), the nput force can be regarded as a seres of harmonc exctatons: m q t = F cos Ω t () E Ej j j= So the correspondng modal velocty should be 9 Engneerng Volume Issue September 05

3 Mechancal Engneerng Artcle Research Acceleraton (mm. s ) E+7 8E+6 6E+6 4E+6 E+6 Ω Ω Ω Ω Frequency (Hz) Fgure. The seres of harmonc motons n the frequency doman. Response Tme step t 0 t t t t q Load case f 0 f f f f q eq eq eq eq eq Fgure. Equvalent statc loads n the number of tme ponts. F K η t = Ω sn( Ω t + φ ) () + m n Ej E E j j H j= = E E E ω ξ ω Eq. () shows that the vbraton response of the hghspeed mechansm s affected by the stffness, dampng, and frequences of elastc modes, and also by the exctaton frequences. The former s related to the structural desgn and the latter s related to the moton profle, so the optmal spatal and temporal dstrbuton of nertal energy would be an effcent way to mnmze the vbraton at the end of the manpulator and the fnal stage of the moton. However, as the vbraton response s dffcult to obtan due to the varaton n stffness, nerta, and moton condtons, numercal methods such as the nonlnear fnte element method of flexble multbody dynamcs are needed to solve the dynamc-response analyss and optmzaton. Optmal structural desgn usng ESLM The moton equaton for an equvalent structural response under a dynamc load at poston y R can be wrtten as M y y + K y y = q y () R E R E R, t where vectors y R and y E represent the dsplacement of the rgd body and elastc deformaton, respectvely, and the dampng effect s gnored. Wth the ESLM [0], we can derve the equvalent statc loads usng the fnte element method. Rearrangng Eq. () leads to or K y y = q y, t M y y (4) R E E R E K y y = f (5) R E eq f = q y, t M y y (6) eq R R E where Eq. (6) represents the equvalent statc loads at tme t [0]. For optmzaton, the number of the equvalent statc loads (Fgure ) can be treated as multple loadng condtons. Thus, the equvalent load set can regenerate dynamc propertes such as tme-dependent dsplacement or stress. In fact, the ESLM s an nterface between nonlnear response analyss and lnear statc optmzaton (Fgure ), and analyss s performed n the analyss doman, where equvalent loads are calculated. Lnear-response optmzaton s performed usng the equvalent statc loads n the desgn doman. The process proceeds n a cyclc manner. Analyss doman Not a lnear response analyss Dsp. feld Updated desgn Equvalent statc loads Multple loadng condtons Fgure. The analyss and desgn doman usng the ESLM. Desgn doman Lnear statc optmzaton In hgh-acceleraton low-load mechansms, the prncpal loads are the nertal forces nduced by acceleratons. Hence, mechancal desgn should consder lght-weght structures to mnmze such loads. However, the lnear statc optmzaton cannot handle dynamc features such as nertal property and dynamc stffness, even wthn the ESLM. Lnear statc optmzaton needs to be modfed wth only one teraton n lnear statc optmzaton, so that the change of materal can be reflected on the nertal forces. Moreover, we have to modfy the senstvty analyss of the ESLM to meet the requrements of a hgh-acceleraton low-load mechansm. 4 A new structural-desgn method based on optmal spatal dstrbuton of nertal energy In the orgnal ESLM, only the stffness changes are consdered when removng an element, so the element senstvty s defned by the element stran energy [0, 5]. However, the modfcaton of elements also changes the nertal force, resultng n a change to the stran energy [6]. Assumng that the th element s removed from the reference structure at the jth poston, the change n stran energy s E = f y = y K K K y + M y = y K y + y M y = y K y + y M y S T T T, j j, j j j j, j j, j j T T j, j j j, j j T e T e j, j j j, j j (7) where superscrpts T, e, and S refer to transposton, element, and stran, respectvely; Δ s the ncrement; and E s energy. In addton, n a hgh-acceleraton low-load mechansm, the nertal force s the man load, so the nertal property should be consdered. Lke the stran energy, the nertal property can be measured by the knetc energy. Accordngly, when an Volume Issue September 05 Engneerng 9

4 Research Mechancal Engneerng Artcle element s removed from the reference structure at poston j, the change n knematc energy s E = m r = m y (8) ω K, j, j j, j where the superscrpt K means knematc; m s the mass of the th element; ω j s the rotatonal velocty at the jth poston; and r, j and ẏ, j are the gyro radus and velocty of the center of the th element n the jth poston, respectvely. For hgh-acceleraton mechansms, we need to maxmze the stffness whle mnmzng the nerta. As wth the to Raylegh-Rtz analyss, we can dvde the stran energy by the knematc energy to quantfy the senstvty of an element: curve. As we can see n Secton, the moton profle can be transformed to a seres of harmonc exctatons n the frequency doman, whch causes dffculty n calculatons of the nonlnear dynamc response. However, f we can parameterze the moton profle as varable moton boundary condtons, we can acheve optmum parameters for the moton profle usng nonlnear dynamc-response optmzaton. In partcular, when the machne moves at very hgh speed, such as durng de bondng and wre bondng, the nput sgnal conssts of pulses or jumps wth sudden changes. Snce the S curve s wdely used n ndustral stuatons, we take the asymmetrc S curve as an example. The parameters are four jerks for each secton (Fgure 4), namely G G 4. E y K y + y M y S = = E m y S, j, j K, j T e T e j, j j j, j j j (9) Assumng that the number of dscreet postons s m, and that ΔS max, j s the maxmum senstvty at the jth poston, the comprehensve senstvty s defned by S S = m S m j (0) j = max, j Evoluton structural optmzaton (ESO) s employed to perform the modfcaton. If the ΔS s less than a gven threshold, the materal property s set as a deleted materal densty, the elastc modulus of whch s very low, only % 0% of that of the normal materal. If we normalze the total E S by the scalar product of dsplacement and the total E K by the scalar product of velocty, we form the S and K, respectvely. Then the rato of S to K should reach a maxmum regardless of the deformaton and speed: E / / E y y y Ky y y S = = = E E /( y y ) y My /( y y ) S K S K, T T T T T T () The optmzaton problem of hgh-acceleraton low-load mechansms becomes Max S s.t. U U * () where U s the resdual vbraton ampltude wthn a requred statonary tme and U* s the postonng precson requrement. We made a stand-alone program for senstvty analyss and generated the command to modfy the model. It can be ntegrated wth the commercal software I-DEAS and AD- AMS to perform an optmzaton desgn for a hgh acceleraton mechansm. G G G The optmzaton model can be descrbed as. Fnd G, G, G, G 4 Objectve: Mn T T = T + T + T + T + T 4 s Subject to: abs s s + abs v < * T G = T G T G = T G 4 ε T G T + T = T G T + T 4 () The followng equaton s used to determne when the postonng accuracy s reached: * (4) abs s s +abs v < ε Let the objectve poston s * be Q. Then the tme segment for each moton s T = 6 E F + G + H + I + J G A + B + C + D Jerk Acceleraton Velocty Dsplacement T T T T 4 t Fgure 4. The parameters of the asymmetrc S curve. G 4 (5) 5 Moton profle based on temporal optmal dstrbuton of nertal energy As hgh-acceleraton low-load mechansms start and stop frequently, the prmary moton-control polcy s open-loop control wth a prescrbed moton profle, and the performance s manly dependent on the parameter of the gven moton T = T G T T = (6) G G G ( + G ) G G ( + G ) 4 (7) 94 Engneerng Volume Issue September 05

5 Mechancal Engneerng Artcle Research where T G T = (8) G 4 A = G G G + G G G + G G G G G G G G + G G G + G G G B = G G G G G + G G G G+ G G G G G G + G G G G + G C = G G G G G + G G G G + G 4 4 D = G G G G G + G G G G + G E = QG G G G + G G 4 4 F = G G G + G G G + G G G G G G G G + G G G + G G G od can also be appled to any other parameterzed moton curves, as well as to the parameter optmzaton of control systems. 6 Numercal examples Consder the structural optmzaton and velocty plannng of a hgh-acceleraton low-load de bonder for an ntegrated crcut (IC) packagng devce, wth a producton rate of des per hour. The moton tme for the bonder to move from the wafer to the lead frame (Fgure 5) s only 50 ms. The external load s the nertal force of the de, whch s neglgble when compared wth that of the de bonder. Motor shaft Poston Poston Capllary Capllary G = G G G G G + G G G G + G 4 4 H = G G G G G + G G G G + G I = G G G G G + G G G G + G 4 4 J = G G G G G + G G G G + G Usng the varable moton boundary condton nonlnear dynamc-optmzaton method, the procedure s shown as follows: () Defne the desgn varables, G, G, G, G 4, and the poston objectve Q. Defne the tme varables T, T, T, T 4, and evaluate them usng Eqs. (5) (8), respectvely. Defne the tme nterval T = T + T, T = T + T, and T 4 = T + T 4. () Buld the geometry of the mechansm, assgn materals, buld jonts, and apply moton, usng the followng functon: IF(T < T : G, G, IF(T < T : G, G, IF(T < T : G, G 4, IF(T < T 4 : G 4, 0, 0)))) () Mesh the key parts, assgn element propertes, and create the degrees of freedom of the connecton; defne the soluton type as super element creaton, and solve and output the modal neutral fle. (4) Replace the rgd body wth the correspondng flexble multbody, and defne the measurement of dsplacement and the velocty of the postonng pont. (5) Defne the measurement of tme and the sensor to trgger the event when the poston accuracy s met. (6) Select G, G, G, and G 4 as desgn varables, defne the total postonng tme as the objectve functon, and use the global optmzaton method to get the optmal result. By usng the above varable moton boundary condton nonlnear dynamc-response optmzaton, the parameters lkely to cause resonance wll be excluded from the optmzaton of feasble solutons; thus, velocty plannng s obtaned n whch the temporal dstrbuton of nertal energy s optmal. Moreover, the presented velocty-plannng meth- De Bonder arm Wafer Bonder arm Fgure 5. The workng prncple of the de bonder. Leadframe The materal used s alumnum alloy 7075, wth elastc modulus, mass densty, and Posson rato of 79.9 GPa, 700 kg.m, and 0.5, respectvely. The radus of gyraton s 80 mm, and the requred postonng accuracy s ± 0.5 µm (after vbraton attenuaton). The sze of the base structure s 05 mm 0 mm 5 mm, whle the total mass s 0. kg, and the nerta property s 0.97 kg.mm. The loads are the nertal force and the unt force appled to the tp of the capllary. 6. Optmal structural desgn We have compared the structural optmzaton wth three dfferent methods, namely the tradtonal structural optmzaton, the ESLM wth only one teraton n each cycle, and the modfed ESLM. The nonlnear dynamc smulatons of the optmal structures from the above methods are performed under the same moton profle wth dfferent parameters, where the moton perod of the bonder s 00 ms (normal acceleraton), 0 ms (hgh acceleraton), and ms (very hgh acceleraton). The maxmum ampltude of the resdual vbratons s lsted n Table. For the sake of comparson, the optmal structure usng tradtonal structural optmzaton s set as the reference, and the vbraton ampltude of the other two are compared wth t. The results show that when the de bonder moves wth a normal acceleraton, the ESLM s nearly the same as the structural optmzaton (wth a reducton of only.66%), and the data of the modfed ESLM also gves smlar results (wth a decrease of only.09%). When the bonder arm moves wth hgh acceleraton, the ESLM s more effcent (droppng by.4%), and the modfed ESLM wth the vbraton ampltude s reduced by.66%. It can be seen that the nfluence of nertal force s sgnfcant. When the bonder moves wth very hgh acceleraton, both the vbraton ampltudes are very large, whlst the modfed ESLM (.%) s stll more effcent than the ESLM (less than 0.00%). De Volume Issue September 05 Engneerng 95

6 Research Mechancal Engneerng Artcle Table. Resdual vbraton of the capllary for dfferent angular veloctes [6]. Optmzaton method Tradtonal structural optmzaton Normal acceleraton (moton tme 00 ms) Vbraton ampltude (mm) Improvement (%) Hgh acceleraton (moton tme 0 ms) Vbraton ampltude (mm) Improvement (%) Very hgh acceleraton (moton tme ms) Vbraton ampltude (mm) Improvement (%) ESLM( teraton) Modfed ESLM Table. The teraton of nonlnear response optmzaton of the parameterzed moton profle. Iteraton T 4 (ms) T s (ms) G ( s ) G ( s ) G ( s ) G 4 ( s ) E E E E E E E+8.880E E E+8.770E E E+9.95E E+9.9E eE+9.406E+0.809E+9.047E+9 Angular acceleraton (. s ) Tme (s) Iter_0 Iter_ Iter_ Iter_ Iter_ Engneerng applcaton In order to show ts practcal sgnfcance n engneerng, the presented method s appled to the development of a de bonder. The bonder s a swng arm that s drectly drven by a servo moto. The orgnal desgn s shown n Fgure 8(a). Fgure 6. The angular acceleraton durng optmzaton. 6. Moton profle plannng Furthermore, the parameters of the moton profle have been optmzed usng the nonlnear response optmzaton (Fgure 6), and after four teratons (Table ), convergence was acheved. In order to show the effcency of the asymmetrc S curve, the vbraton response s compared wth the symmetrc S curve. If the let G = G = G = G 4 = G n Eqs. (5) (8), then the jerk of the symmetrc S curve wth an equvalent drve s the same, and both S curves beng compared have the same drven tme (Fgure 7). We can see that the postonng tme changes from 9.40 ms to.5 ms at postonng accuracy ± 0.5 µm, a reducton of 4.5%. Dsplacement (mm) Asymmetrc Symmetrc Tme (s) Fgure 7. The resdual vbraton of asymmetrc and symmetrc S curves wth the same drven tme. (a) (c) Fgure 8. The structure of a de bonder. (a) Base structure; (b) desgn area; (c) optmal desgn; (d) f nal desgn. 7. Optmal structural desgn The presented method s based on the fnte element model, wth 46 elements (6046 elements n the desgn doman). The materal used s alumnum, wth a Young s modulus of 79 GPa, Posson rato of 0., and mass densty of 700 kg.m. After four teratons, the optmal result was found by deletng 000 elements (Fgure 8(c)). The fnal desgn s shown n Fgure 8(d). The vbraton ampltude dropped by 94.00%, and the power consumpton was also reduced by 8.46% (Table ). The fnal desgn was selected as the engneerng desgn (Fgure 9). 7. Moton profle plannng In order to show the effcency of the proposed moton profle based on the temporal optmal dstrbuton of nertal energy, the same procedure s appled to the parameter optmzaton of a proporton-ntegraton-dfferentaton (PID) control system (Fgure 0). (b) (d) 96 Engneerng Volume Issue September 05

7 Mechancal Engneerng Artcle Research Table. Comparson of the vbraton and power consumpton. Base Mass (g) Vbraton ampltude (mm) Improvement (%) Power (W) Improvement (%) Optmal Fnal Kd y z Sum x + Theta Kp K Velocty Saturaton s Integrator Poston Adams_sub Fgure 9. The engneerng desgn. Fgure 0. The control model. The ntal values of the three varables Kp, K, and Kd are set as.00. The orgnal postonng tme s 6.5 s. Usng parameter optmzaton based on nonlnear dynamc smulaton usng finte element analyss, after four teratons (Table 4), the optmal results are found wth Kp, K, and Kd at the values of 694.0, 4.5, and 40.4, respectvely. Ths procedure also shows the effcency of the two presented methods. acceleraton low-load mechansms and reduces the resdual vbraton by 0%; whle the nonlnear dynamc response for the asymmetrc S curve s decreased by more than 40%. The presented method was also appled to a desgn of a de bonder and to an optmal desgn of the PID parameters of a control system; both procedures showed the efficency of the metnod. The method has also been tested on a varety of hgh-acceleraton low-load mechansms n IC packagng equpment desgn (such as de bonders, wre bonders, surface mount technology (SMT), and hgh-acceleraton robotcs, etc.), and a sgnficant achevement has been accomplshed. Table 4. The optmzaton process of PID. Iteraton Postonng number tme (s) Kp K Kd Acknowledgements Ths work s supported by the Natonal Key Basc Research Program of Chna (0CB004), Natonal Natural Scence Foundaton of Chna (U4004), Guangdong Provncal Natural Scence Foundaton (05A00008), Scence and Technology Program of Guangzhou (050008), and Guangdong Provncal Scence and Technology Plan (0B004004). Complance wth ethcs gudelnes Xn Chen, Youdun Ba, Zhjun Yang, Jan Gao, and Gongfa Chen declare that they have no conflct of nterest or financal conflcts to dsclose. 8 Conclusons References In ths paper, the optmzaton problem of the nonlnear dynamc response of a hgh-acceleraton low-load mechansm was dscussed. Systematc methods were proposed to solve the problem from the optmal dstrbuton of nertal energy n space and tme domans. A modfed ESLM was selected for optmal structural desgn n order to mprove the dynamc response of hghacceleraton low-load mechansms. A new velocty profile based on nonlnear dynamc response was proposed n order to reduce postonng tme. The numercal example showed that the modfed ESLM s effcent for hgh-. H. Dng, L. M. Zhu, Z. Q. Ln. Accurate postonng and operaton of hgh acceleraton and hgh precson stage for IC packagng. Prog. Nat. Sc., 00, (6): (n Chnese). Z. H. Feng, H. Y. Hu. Advances n dynamcs of hgh-speed mechansms. Adv. Mech., 00, (): (n Chnese). O. Wallrapp. Revew of past developments n multbody system dynamcs at DLR From FADYNA to SIMPACK. Vehcle Syst. Dyn., 004, 4(5): W. S. Cho, G. J. Park. Structural optmzaton usng equvalent statc loads at all the tme ntervals. Comput. Method. Appl. M., 00, 9(9 0): G. J. Park, B. S. Kang. Valdaton of a structural optmzaton algorthm transformng dynamc loads nto equvalent statc loads. J. Optmz. Theory App., 00, 8(): W. S. Cho, G. J. Park. Structural optmzaton usng equvalent statc loads at all tme ntervals. Comput. Method. Appl. M., 00, 9(9 0): Y. I. Km, G. J. Park. Nonlnear dynamc response structural optmzaton usng equvalent statc loads. Comput. Method. Appl. M., 00, 99(9 ): M. K. Shn, K. J. Park, G. J. Park. Optmzaton of structures wth nonlnear behavor usng equvalent loads. Comput. Method. Appl. M., 007, 96(4 6): Volume Issue September 05 Engneerng 97

8 Research Mechancal Engneerng Artcle 9. H. A. Lee, Y. I. Km, G. J. Park, R. M. Kolonay, M. Blar, R. A. Canfeld. Structural optmzaton of a joned wng usng equvalent statc loads. J. Arcraft, 007, 44(4): B. S. Kang, G. J. Park, J. S. Arora. Optmzaton of flexble multbody dynamc systems usng the equvalent statc load method. AIAA J., 005, 4(4): K. D. Nguyen, T. C. Ng, I. M. Chen. On algorthms for plannng S-curve moton profles. Int. J. Adv. Robot. Syst., 008, 5(): K. Zheng, L. Cheng. Adaptve s-curve acceleraton/deceleraton control method. In: Proceedngs of the 7th World Congress on Intellgent Control and Automaton. Chongqng, Chna, 008: P. H. Meckl. Optmzed s-curve moton profles for mnmum resdual vbraton. In: Proceedngs of the 998 Amercan Control Conference. Phladelpha, PA, USA, 998: H. Z. L, Z. Gong, W. Ln, T. Lppa. A new moton control approach for jerk and transent vbraton suppresson. In: Proceedngs of 006 IEEE Internatonal Conference on Industral Informatcs. Sngapore, 006: Z. J. Yang. Topologcal optmzaton approach for structure desgn of hgh acceleraton mechansms usng equvalent statc loads method. J. Mech. Eng., 0, 47(7): 9 6 (n Chnese) 6. Z. J. Yang, X. Chen, R. Kelly. A topologcal optmzaton approach for structural desgn of a hgh-speed low-load mechansm usng the equvalent statc loads method. Int. J. Numer. Meth. Eng., 0, 89(5): H. L, M. D. Le, Z. M. Gong, W. Ln. Moton profle desgn to reduce resdual vbraton of hgh-speed postonng stages. IEEE/ASME T. Mech., 009, 4(): Engneerng Volume Issue September 05

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

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

Modeling and Simulation of a Hexapod Machine Tool for the Dynamic Stability Analysis of Milling Processes. C. Henninger, P.

Modeling and Simulation of a Hexapod Machine Tool for the Dynamic Stability Analysis of Milling Processes. C. Henninger, P. Smpack User Meetng 27 Modelng and Smulaton of a Heapod Machne Tool for the Dynamc Stablty Analyss of Mllng Processes C. Hennnger, P. Eberhard Insttute of Engneerng project funded by the DFG wthn the framework

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

Design and Analysis of Landing Gear Mechanic Structure for the Mine Rescue Carrier Robot

Design and Analysis of Landing Gear Mechanic Structure for the Mine Rescue Carrier Robot Sensors & Transducers 214 by IFSA Publshng, S. L. http://www.sensorsportal.com Desgn and Analyss of Landng Gear Mechanc Structure for the Mne Rescue Carrer Robot We Juan, Wu Ja-Long X an Unversty of Scence

More information

Irregular vibrations in multi-mass discrete-continuous systems torsionally deformed

Irregular vibrations in multi-mass discrete-continuous systems torsionally deformed (2) 4 48 Irregular vbratons n mult-mass dscrete-contnuous systems torsonally deformed Abstract In the paper rregular vbratons of dscrete-contnuous systems consstng of an arbtrary number rgd bodes connected

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

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

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1 P. Guterrez Physcs 5153 Classcal Mechancs D Alembert s Prncple and The Lagrangan 1 Introducton The prncple of vrtual work provdes a method of solvng problems of statc equlbrum wthout havng to consder the

More information

The Two-scale Finite Element Errors Analysis for One Class of Thermoelastic Problem in Periodic Composites

The Two-scale Finite Element Errors Analysis for One Class of Thermoelastic Problem in Periodic Composites 7 Asa-Pacfc Engneerng Technology Conference (APETC 7) ISBN: 978--6595-443- The Two-scale Fnte Element Errors Analyss for One Class of Thermoelastc Problem n Perodc Compostes Xaoun Deng Mngxang Deng ABSTRACT

More information

Uncertainty in measurements of power and energy on power networks

Uncertainty in measurements of power and energy on power networks Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:

More information

Hongyi Miao, College of Science, Nanjing Forestry University, Nanjing ,China. (Received 20 June 2013, accepted 11 March 2014) I)ϕ (k)

Hongyi Miao, College of Science, Nanjing Forestry University, Nanjing ,China. (Received 20 June 2013, accepted 11 March 2014) I)ϕ (k) ISSN 1749-3889 (prnt), 1749-3897 (onlne) Internatonal Journal of Nonlnear Scence Vol.17(2014) No.2,pp.188-192 Modfed Block Jacob-Davdson Method for Solvng Large Sparse Egenproblems Hongy Mao, College of

More information

Operating conditions of a mine fan under conditions of variable resistance

Operating conditions of a mine fan under conditions of variable resistance Paper No. 11 ISMS 216 Operatng condtons of a mne fan under condtons of varable resstance Zhang Ynghua a, Chen L a, b, Huang Zhan a, *, Gao Yukun a a State Key Laboratory of Hgh-Effcent Mnng and Safety

More information

Statistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA

Statistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA 14 th Internatonal Users Conference Sesson: ALE-FSI Statstcal Energy Analyss for Hgh Frequency Acoustc Analyss wth Zhe Cu 1, Yun Huang 1, Mhamed Soul 2, Tayeb Zeguar 3 1 Lvermore Software Technology Corporaton

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

Adjoint Methods of Sensitivity Analysis for Lyapunov Equation. Boping Wang 1, Kun Yan 2. University of Technology, Dalian , P. R.

Adjoint Methods of Sensitivity Analysis for Lyapunov Equation. Boping Wang 1, Kun Yan 2. University of Technology, Dalian , P. R. th World Congress on Structural and Multdscplnary Optmsaton 7 th - th, June 5, Sydney Australa Adjont Methods of Senstvty Analyss for Lyapunov Equaton Bopng Wang, Kun Yan Department of Mechancal and Aerospace

More information

Speeding up Computation of Scalar Multiplication in Elliptic Curve Cryptosystem

Speeding up Computation of Scalar Multiplication in Elliptic Curve Cryptosystem H.K. Pathak et. al. / (IJCSE) Internatonal Journal on Computer Scence and Engneerng Speedng up Computaton of Scalar Multplcaton n Ellptc Curve Cryptosystem H. K. Pathak Manju Sangh S.o.S n Computer scence

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

Analysis of Dynamic Cross Response between Spindles in a Dual Spindle Type Multi-Functional Turning Machine

Analysis of Dynamic Cross Response between Spindles in a Dual Spindle Type Multi-Functional Turning Machine Journal of Power and Energy Engneerng, 2013, 1, 20-24 http://dx.do.org/10.4236/jpee.2013.17004 Publshed Onlne December 2013 (http://www.scrp.org/journal/jpee) Analyss of Dynamc Cross Response between Spndles

More information

In this section is given an overview of the common elasticity models.

In this section is given an overview of the common elasticity models. Secton 4.1 4.1 Elastc Solds In ths secton s gven an overvew of the common elastcty models. 4.1.1 The Lnear Elastc Sold The classcal Lnear Elastc model, or Hooean model, has the followng lnear relatonshp

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

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

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

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

Study on Non-Linear Dynamic Characteristic of Vehicle. Suspension Rubber Component

Study on Non-Linear Dynamic Characteristic of Vehicle. Suspension Rubber Component Study on Non-Lnear Dynamc Characterstc of Vehcle Suspenson Rubber Component Zhan Wenzhang Ln Y Sh GuobaoJln Unversty of TechnologyChangchun, Chna Wang Lgong (MDI, Chna [Abstract] The dynamc characterstc

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

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

Module 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur

Module 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur Module 3 LOSSY IMAGE COMPRESSION SYSTEMS Verson ECE IIT, Kharagpur Lesson 6 Theory of Quantzaton Verson ECE IIT, Kharagpur Instructonal Objectves At the end of ths lesson, the students should be able to:

More information

STUDY OF A THREE-AXIS PIEZORESISTIVE ACCELEROMETER WITH UNIFORM AXIAL SENSITIVITIES

STUDY OF A THREE-AXIS PIEZORESISTIVE ACCELEROMETER WITH UNIFORM AXIAL SENSITIVITIES STUDY OF A THREE-AXIS PIEZORESISTIVE ACCELEROMETER WITH UNIFORM AXIAL SENSITIVITIES Abdelkader Benchou, PhD Canddate Nasreddne Benmoussa, PhD Kherreddne Ghaffour, PhD Unversty of Tlemcen/Unt of Materals

More information

Advanced Mechanical Elements

Advanced Mechanical Elements May 3, 08 Advanced Mechancal Elements (Lecture 7) Knematc analyss and moton control of underactuated mechansms wth elastc elements - Moton control of underactuated mechansms constraned by elastc elements

More information

The Minimum Universal Cost Flow in an Infeasible Flow Network

The Minimum Universal Cost Flow in an Infeasible Flow Network Journal of Scences, Islamc Republc of Iran 17(2): 175-180 (2006) Unversty of Tehran, ISSN 1016-1104 http://jscencesutacr The Mnmum Unversal Cost Flow n an Infeasble Flow Network H Saleh Fathabad * M Bagheran

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

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

On the Multicriteria Integer Network Flow Problem

On the Multicriteria Integer Network Flow Problem BULGARIAN ACADEMY OF SCIENCES CYBERNETICS AND INFORMATION TECHNOLOGIES Volume 5, No 2 Sofa 2005 On the Multcrtera Integer Network Flow Problem Vassl Vasslev, Marana Nkolova, Maryana Vassleva Insttute of

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

DESIGN OPTIMIZATION OF CFRP RECTANGULAR BOX SUBJECTED TO ARBITRARY LOADINGS

DESIGN OPTIMIZATION OF CFRP RECTANGULAR BOX SUBJECTED TO ARBITRARY LOADINGS Munch, Germany, 26-30 th June 2016 1 DESIGN OPTIMIZATION OF CFRP RECTANGULAR BOX SUBJECTED TO ARBITRARY LOADINGS Q.T. Guo 1*, Z.Y. L 1, T. Ohor 1 and J. Takahash 1 1 Department of Systems Innovaton, School

More information

Assessment of Site Amplification Effect from Input Energy Spectra of Strong Ground Motion

Assessment of Site Amplification Effect from Input Energy Spectra of Strong Ground Motion Assessment of Ste Amplfcaton Effect from Input Energy Spectra of Strong Ground Moton M.S. Gong & L.L Xe Key Laboratory of Earthquake Engneerng and Engneerng Vbraton,Insttute of Engneerng Mechancs, CEA,

More information

Identification of Instantaneous Modal Parameters of A Nonlinear Structure Via Amplitude-Dependent ARX Model

Identification of Instantaneous Modal Parameters of A Nonlinear Structure Via Amplitude-Dependent ARX Model Identfcaton of Instantaneous Modal Parameters of A Nonlnear Structure Va Ampltude-Dependent ARX Model We Chh Su(NCHC), Chung Shann Huang(NCU), Chng Yu Lu(NCU) Outlne INRODUCION MEHODOLOGY NUMERICAL VERIFICAION

More information

MEEM 3700 Mechanical Vibrations

MEEM 3700 Mechanical Vibrations MEEM 700 Mechancal Vbratons Mohan D. Rao Chuck Van Karsen Mechancal Engneerng-Engneerng Mechancs Mchgan echnologcal Unversty Copyrght 00 Lecture & MEEM 700 Multple Degree of Freedom Systems (ext: S.S.

More information

Lecture Notes on Linear Regression

Lecture Notes on Linear Regression Lecture Notes on Lnear Regresson Feng L fl@sdueducn Shandong Unversty, Chna Lnear Regresson Problem In regresson problem, we am at predct a contnuous target value gven an nput feature vector We assume

More information

Dynamic Analysis Based On ANSYS of Turning and Grinding Compound Machine Spindle Box Zanhui Shu and Qiushi Han

Dynamic Analysis Based On ANSYS of Turning and Grinding Compound Machine Spindle Box Zanhui Shu and Qiushi Han Advanced Materals Research Onlne: 2012-01-03 ISSN: 1662-8985, Vols. 433-440, pp 524-529 do:10.4028/www.scentfc.net/amr.433-440.524 2012 Trans Tech Publcatons, Swtzerland Dynamc Analyss Based On ANSYS of

More information

Pop-Click Noise Detection Using Inter-Frame Correlation for Improved Portable Auditory Sensing

Pop-Click Noise Detection Using Inter-Frame Correlation for Improved Portable Auditory Sensing Advanced Scence and Technology Letters, pp.164-168 http://dx.do.org/10.14257/astl.2013 Pop-Clc Nose Detecton Usng Inter-Frame Correlaton for Improved Portable Audtory Sensng Dong Yun Lee, Kwang Myung Jeon,

More information

AERODYNAMICS I LECTURE 6 AERODYNAMICS OF A WING FUNDAMENTALS OF THE LIFTING-LINE THEORY

AERODYNAMICS I LECTURE 6 AERODYNAMICS OF A WING FUNDAMENTALS OF THE LIFTING-LINE THEORY LECTURE 6 AERODYNAMICS OF A WING FUNDAMENTALS OF THE LIFTING-LINE THEORY The Bot-Savart Law The velocty nduced by the sngular vortex lne wth the crculaton can be determned by means of the Bot- Savart formula

More information

Lab 2e Thermal System Response and Effective Heat Transfer Coefficient

Lab 2e Thermal System Response and Effective Heat Transfer Coefficient 58:080 Expermental Engneerng 1 OBJECTIVE Lab 2e Thermal System Response and Effectve Heat Transfer Coeffcent Warnng: though the experment has educatonal objectves (to learn about bolng heat transfer, etc.),

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

Tensor Smooth Length for SPH Modelling of High Speed Impact

Tensor Smooth Length for SPH Modelling of High Speed Impact Tensor Smooth Length for SPH Modellng of Hgh Speed Impact Roman Cherepanov and Alexander Gerasmov Insttute of Appled mathematcs and mechancs, Tomsk State Unversty 634050, Lenna av. 36, Tomsk, Russa RCherepanov82@gmal.com,Ger@npmm.tsu.ru

More information

The Finite Element Method

The Finite Element Method The Fnte Element Method GENERAL INTRODUCTION Read: Chapters 1 and 2 CONTENTS Engneerng and analyss Smulaton of a physcal process Examples mathematcal model development Approxmate solutons and methods of

More information

Modeling of Dynamic Systems

Modeling of Dynamic Systems Modelng of Dynamc Systems Ref: Control System Engneerng Norman Nse : Chapters & 3 Chapter objectves : Revew the Laplace transform Learn how to fnd a mathematcal model, called a transfer functon Learn how

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

EEL 6266 Power System Operation and Control. Chapter 3 Economic Dispatch Using Dynamic Programming

EEL 6266 Power System Operation and Control. Chapter 3 Economic Dispatch Using Dynamic Programming EEL 6266 Power System Operaton and Control Chapter 3 Economc Dspatch Usng Dynamc Programmng Pecewse Lnear Cost Functons Common practce many utltes prefer to represent ther generator cost functons as sngle-

More information

( ) = ( ) + ( 0) ) ( )

( ) = ( ) + ( 0) ) ( ) EETOMAGNETI OMPATIBIITY HANDBOOK 1 hapter 9: Transent Behavor n the Tme Doman 9.1 Desgn a crcut usng reasonable values for the components that s capable of provdng a tme delay of 100 ms to a dgtal sgnal.

More information

Computer Based Porosity Design by Multi Phase Topology Optimization

Computer Based Porosity Design by Multi Phase Topology Optimization Computer Based Porosty Desgn by Mult Phase Topology Optmzaton Andreas Burbles and Matthas Busse Fraunhofer-Insttut für Fertgungstechnk und Angewandte Materalforschung - IFAM Wener Str. 12, 28359 Bremen,

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

Orientation Model of Elite Education and Mass Education

Orientation Model of Elite Education and Mass Education Proceedngs of the 8th Internatonal Conference on Innovaton & Management 723 Orentaton Model of Elte Educaton and Mass Educaton Ye Peng Huanggang Normal Unversty, Huanggang, P.R.Chna, 438 (E-mal: yepeng@hgnc.edu.cn)

More information

Adaptive sliding mode reliable excitation control design for power systems

Adaptive sliding mode reliable excitation control design for power systems Acta Technca 6, No. 3B/17, 593 6 c 17 Insttute of Thermomechancs CAS, v.v.. Adaptve sldng mode relable exctaton control desgn for power systems Xuetng Lu 1, 3, Yanchao Yan Abstract. In ths paper, the problem

More information

RESEARCH REGARDING FRICTION INFLUENCE OF WIRES TO JOINTS INTERIOR ON PRECISION POSITIONING OF A ROBOTIC ARM

RESEARCH REGARDING FRICTION INFLUENCE OF WIRES TO JOINTS INTERIOR ON PRECISION POSITIONING OF A ROBOTIC ARM Internatonal Journal of Modern Manufacturng Technologes ISSN 2067 3604, Vol. VIII, No. 1 / 2016 RESEARCH REGARDING FRICTION INFLUENCE OF WIRES TO JOINTS INTERIOR ON PRECISION POSITIONING OF A ROBOTIC ARM

More information

GEO-SLOPE International Ltd, Calgary, Alberta, Canada Vibrating Beam

GEO-SLOPE International Ltd, Calgary, Alberta, Canada   Vibrating Beam GEO-SLOPE Internatonal Ltd, Calgary, Alberta, Canada www.geo-slope.com Introducton Vbratng Beam Ths example looks at the dynamc response of a cantlever beam n response to a cyclc force at the free end.

More information

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS Avalable onlne at http://sck.org J. Math. Comput. Sc. 3 (3), No., 6-3 ISSN: 97-537 COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

More information

De-noising Method Based on Kernel Adaptive Filtering for Telemetry Vibration Signal of the Vehicle Test Kejun ZENG

De-noising Method Based on Kernel Adaptive Filtering for Telemetry Vibration Signal of the Vehicle Test Kejun ZENG 6th Internatonal Conference on Mechatroncs, Materals, Botechnology and Envronment (ICMMBE 6) De-nosng Method Based on Kernel Adaptve Flterng for elemetry Vbraton Sgnal of the Vehcle est Kejun ZEG PLA 955

More information

DYNAMIC BEHAVIOR OF PILE GROUP CONSIDERING SOIL-PILE-CAP INTERACTION

DYNAMIC BEHAVIOR OF PILE GROUP CONSIDERING SOIL-PILE-CAP INTERACTION October 1-17, 8, Bejng, Chna DYNAMIC BEHAVIOR OF PILE GROUP CONSIDERING SOIL-PILE-CAP INTERACTION A. M. Halaban 1 and M. Malek 1 Professor, Faculty of Cvl Engneerng, Isfahan Unversty of Technology, Isfahan,

More information

A Multi-Axis Force Measurement System for a Space Docking Mechanism

A Multi-Axis Force Measurement System for a Space Docking Mechanism 3rd Internatonal Conference on Materal, Mechancal and Manufacturng Engneerng (IC3ME 215) A Mult-Axs orce Measurement System for a Space Dockng Mechansm Gangfeng Lu a*, Changle L b and Zenghu Xe c Buldng

More information

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate Internatonal Journal of Mathematcs and Systems Scence (018) Volume 1 do:10.494/jmss.v1.815 (Onlne Frst)A Lattce Boltzmann Scheme for Dffuson Equaton n Sphercal Coordnate Debabrata Datta 1 *, T K Pal 1

More information

Indeterminate pin-jointed frames (trusses)

Indeterminate pin-jointed frames (trusses) Indetermnate pn-jonted frames (trusses) Calculaton of member forces usng force method I. Statcal determnacy. The degree of freedom of any truss can be derved as: w= k d a =, where k s the number of all

More information

Second Order Analysis

Second Order Analysis Second Order Analyss In the prevous classes we looked at a method that determnes the load correspondng to a state of bfurcaton equlbrum of a perfect frame by egenvalye analyss The system was assumed to

More information

NMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING. Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582

NMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING. Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582 NMT EE 589 & UNM ME 48/58 ROBOT ENGINEERING Dr. Stephen Bruder NMT EE 589 & UNM ME 48/58 7. Robot Dynamcs 7.5 The Equatons of Moton Gven that we wsh to fnd the path q(t (n jont space) whch mnmzes the energy

More information

Winter 2008 CS567 Stochastic Linear/Integer Programming Guest Lecturer: Xu, Huan

Winter 2008 CS567 Stochastic Linear/Integer Programming Guest Lecturer: Xu, Huan Wnter 2008 CS567 Stochastc Lnear/Integer Programmng Guest Lecturer: Xu, Huan Class 2: More Modelng Examples 1 Capacty Expanson Capacty expanson models optmal choces of the tmng and levels of nvestments

More information

Design and Optimization of Fuzzy Controller for Inverse Pendulum System Using Genetic Algorithm

Design and Optimization of Fuzzy Controller for Inverse Pendulum System Using Genetic Algorithm Desgn and Optmzaton of Fuzzy Controller for Inverse Pendulum System Usng Genetc Algorthm H. Mehraban A. Ashoor Unversty of Tehran Unversty of Tehran h.mehraban@ece.ut.ac.r a.ashoor@ece.ut.ac.r Abstract:

More information

General displacement arch-cantilever element method for stress analysis of arch dam

General displacement arch-cantilever element method for stress analysis of arch dam Water Scence and Engneerng, 009, (): 3-4 do:0.388/j.ssn.674-370.009.0.004 http://kkb.hhu.edu.cn e-mal: wse@hhu.edu.cn General dsplacement arch-cantlever element method for stress analyss of arch dam Hao

More information

The Study of Teaching-learning-based Optimization Algorithm

The Study of Teaching-learning-based Optimization Algorithm Advanced Scence and Technology Letters Vol. (AST 06), pp.05- http://dx.do.org/0.57/astl.06. The Study of Teachng-learnng-based Optmzaton Algorthm u Sun, Yan fu, Lele Kong, Haolang Q,, Helongang Insttute

More information

9.2 Seismic Loads Using ASCE Standard 7-93

9.2 Seismic Loads Using ASCE Standard 7-93 CHAPER 9: Wnd and Sesmc Loads on Buldngs 9.2 Sesmc Loads Usng ASCE Standard 7-93 Descrpton A major porton of the Unted States s beleved to be subject to sesmc actvty suffcent to cause sgnfcant structural

More information

Multidisciplinary Design Optimization of Elastomeric Mounting Systems in Automotive Vehicles

Multidisciplinary Design Optimization of Elastomeric Mounting Systems in Automotive Vehicles 10th AIAA/ISSMO Multdscplnary Analyss and Optmzaton Conference 30 August - 1 September 2004, Albany, New York AIAA 2004-4396 Multdscplnary Desgn Optmzaton of Elastomerc Mountng Systems n Automotve Vehcles

More information

NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS

NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS IJRRAS 8 (3 September 011 www.arpapress.com/volumes/vol8issue3/ijrras_8_3_08.pdf NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS H.O. Bakodah Dept. of Mathematc

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

STATIC ANALYSIS OF TWO-LAYERED PIEZOELECTRIC BEAMS WITH IMPERFECT SHEAR CONNECTION

STATIC ANALYSIS OF TWO-LAYERED PIEZOELECTRIC BEAMS WITH IMPERFECT SHEAR CONNECTION STATIC ANALYSIS OF TWO-LERED PIEZOELECTRIC BEAMS WITH IMPERFECT SHEAR CONNECTION Ákos József Lengyel István Ecsed Assstant Lecturer Emertus Professor Insttute of Appled Mechancs Unversty of Mskolc Mskolc-Egyetemváros

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

Module 9. Lecture 6. Duality in Assignment Problems

Module 9. Lecture 6. Duality in Assignment Problems Module 9 1 Lecture 6 Dualty n Assgnment Problems In ths lecture we attempt to answer few other mportant questons posed n earler lecture for (AP) and see how some of them can be explaned through the concept

More information

NUMERICAL RESULTS QUALITY IN DEPENDENCE ON ABAQUS PLANE STRESS ELEMENTS TYPE IN BIG DISPLACEMENTS COMPRESSION TEST

NUMERICAL RESULTS QUALITY IN DEPENDENCE ON ABAQUS PLANE STRESS ELEMENTS TYPE IN BIG DISPLACEMENTS COMPRESSION TEST Appled Computer Scence, vol. 13, no. 4, pp. 56 64 do: 10.23743/acs-2017-29 Submtted: 2017-10-30 Revsed: 2017-11-15 Accepted: 2017-12-06 Abaqus Fnte Elements, Plane Stress, Orthotropc Materal Bartosz KAWECKI

More information

1 Convex Optimization

1 Convex Optimization Convex Optmzaton We wll consder convex optmzaton problems. Namely, mnmzaton problems where the objectve s convex (we assume no constrants for now). Such problems often arse n machne learnng. For example,

More information

Grover s Algorithm + Quantum Zeno Effect + Vaidman

Grover s Algorithm + Quantum Zeno Effect + Vaidman Grover s Algorthm + Quantum Zeno Effect + Vadman CS 294-2 Bomb 10/12/04 Fall 2004 Lecture 11 Grover s algorthm Recall that Grover s algorthm for searchng over a space of sze wors as follows: consder the

More information

One-sided finite-difference approximations suitable for use with Richardson extrapolation

One-sided finite-difference approximations suitable for use with Richardson extrapolation Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,

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

Note 10. Modeling and Simulation of Dynamic Systems

Note 10. Modeling and Simulation of Dynamic Systems Lecture Notes of ME 475: Introducton to Mechatroncs Note 0 Modelng and Smulaton of Dynamc Systems Department of Mechancal Engneerng, Unversty Of Saskatchewan, 57 Campus Drve, Saskatoon, SK S7N 5A9, Canada

More information

Amplification and Relaxation of Electron Spin Polarization in Semiconductor Devices

Amplification and Relaxation of Electron Spin Polarization in Semiconductor Devices Amplfcaton and Relaxaton of Electron Spn Polarzaton n Semconductor Devces Yury V. Pershn and Vladmr Prvman Center for Quantum Devce Technology, Clarkson Unversty, Potsdam, New York 13699-570, USA Spn Relaxaton

More information

Chapter - 2. Distribution System Power Flow Analysis

Chapter - 2. Distribution System Power Flow Analysis Chapter - 2 Dstrbuton System Power Flow Analyss CHAPTER - 2 Radal Dstrbuton System Load Flow 2.1 Introducton Load flow s an mportant tool [66] for analyzng electrcal power system network performance. Load

More information

Air Age Equation Parameterized by Ventilation Grouped Time WU Wen-zhong

Air Age Equation Parameterized by Ventilation Grouped Time WU Wen-zhong Appled Mechancs and Materals Submtted: 2014-05-07 ISSN: 1662-7482, Vols. 587-589, pp 449-452 Accepted: 2014-05-10 do:10.4028/www.scentfc.net/amm.587-589.449 Onlne: 2014-07-04 2014 Trans Tech Publcatons,

More information

Optimum Design of Steel Frames Considering Uncertainty of Parameters

Optimum Design of Steel Frames Considering Uncertainty of Parameters 9 th World Congress on Structural and Multdscplnary Optmzaton June 13-17, 211, Shzuoka, Japan Optmum Desgn of Steel Frames Consderng ncertanty of Parameters Masahko Katsura 1, Makoto Ohsak 2 1 Hroshma

More information

Physics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding.

Physics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding. Physcs 53 Rotatonal Moton 3 Sr, I have found you an argument, but I am not oblged to fnd you an understandng. Samuel Johnson Angular momentum Wth respect to rotatonal moton of a body, moment of nerta plays

More information

Chapter 3. Estimation of Earthquake Load Effects

Chapter 3. Estimation of Earthquake Load Effects Chapter 3. Estmaton of Earthquake Load Effects 3.1 Introducton Sesmc acton on chmneys forms an addtonal source of natural loads on the chmney. Sesmc acton or the earthquake s a short and strong upheaval

More information

A Solution of the Harry-Dym Equation Using Lattice-Boltzmannn and a Solitary Wave Methods

A Solution of the Harry-Dym Equation Using Lattice-Boltzmannn and a Solitary Wave Methods Appled Mathematcal Scences, Vol. 11, 2017, no. 52, 2579-2586 HIKARI Ltd, www.m-hkar.com https://do.org/10.12988/ams.2017.79280 A Soluton of the Harry-Dym Equaton Usng Lattce-Boltzmannn and a Soltary Wave

More information

Scroll Generation with Inductorless Chua s Circuit and Wien Bridge Oscillator

Scroll Generation with Inductorless Chua s Circuit and Wien Bridge Oscillator Latest Trends on Crcuts, Systems and Sgnals Scroll Generaton wth Inductorless Chua s Crcut and Wen Brdge Oscllator Watcharn Jantanate, Peter A. Chayasena, and Sarawut Sutorn * Abstract An nductorless Chua

More information

11. Dynamics in Rotating Frames of Reference

11. Dynamics in Rotating Frames of Reference Unversty of Rhode Island DgtalCommons@URI Classcal Dynamcs Physcs Course Materals 2015 11. Dynamcs n Rotatng Frames of Reference Gerhard Müller Unversty of Rhode Island, gmuller@ur.edu Creatve Commons

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

Fast Simulation of Pyroshock Responses of a Conical Structure Using Rotation-Superposition Method

Fast Simulation of Pyroshock Responses of a Conical Structure Using Rotation-Superposition Method Appled Mathematcs & Informaton Scences An Internatonal Journal 211 NSP 5 (2) (211), 187S-193S Fast Smulaton of Pyroshock Responses of a Concal Structure Usng Rotaton-Superposton Method Yongjan Mao 1, Yulong

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

Generalized Linear Methods

Generalized Linear Methods Generalzed Lnear Methods 1 Introducton In the Ensemble Methods the general dea s that usng a combnaton of several weak learner one could make a better learner. More formally, assume that we have a set

More information

VARIATION OF CONSTANT SUM CONSTRAINT FOR INTEGER MODEL WITH NON UNIFORM VARIABLES

VARIATION OF CONSTANT SUM CONSTRAINT FOR INTEGER MODEL WITH NON UNIFORM VARIABLES VARIATION OF CONSTANT SUM CONSTRAINT FOR INTEGER MODEL WITH NON UNIFORM VARIABLES BÂRZĂ, Slvu Faculty of Mathematcs-Informatcs Spru Haret Unversty barza_slvu@yahoo.com Abstract Ths paper wants to contnue

More information

Parametric fractional imputation for missing data analysis. Jae Kwang Kim Survey Working Group Seminar March 29, 2010

Parametric fractional imputation for missing data analysis. Jae Kwang Kim Survey Working Group Seminar March 29, 2010 Parametrc fractonal mputaton for mssng data analyss Jae Kwang Km Survey Workng Group Semnar March 29, 2010 1 Outlne Introducton Proposed method Fractonal mputaton Approxmaton Varance estmaton Multple mputaton

More information

DYNAMIC MODELING AND PATH PLANNING OF FLEXIBLE-LINK MANIPULATORS

DYNAMIC MODELING AND PATH PLANNING OF FLEXIBLE-LINK MANIPULATORS Int. J. Mech. Eng. & Rob. Res. M Nazemzadeh et al., Research Paper ISSN 78 9 www.merr.com ol., No., Aprl IJMERR. All Rghts Reserved DYNAMIC MODELING AND PAH PLANNING OF FLEXIBLE-LINK MANIPULAORS M Nazemzadeh

More information

Newton s Method for One - Dimensional Optimization - Theory

Newton s Method for One - Dimensional Optimization - Theory Numercal Methods Newton s Method for One - Dmensonal Optmzaton - Theory For more detals on ths topc Go to Clck on Keyword Clck on Newton s Method for One- Dmensonal Optmzaton You are free to Share to copy,

More information

The Tangential Force Distribution on Inner Cylinder of Power Law Fluid Flowing in Eccentric Annuli with the Inner Cylinder Reciprocating Axially

The Tangential Force Distribution on Inner Cylinder of Power Law Fluid Flowing in Eccentric Annuli with the Inner Cylinder Reciprocating Axially Open Journal of Flud Dynamcs, 2015, 5, 183-187 Publshed Onlne June 2015 n ScRes. http://www.scrp.org/journal/ojfd http://dx.do.org/10.4236/ojfd.2015.52020 The Tangental Force Dstrbuton on Inner Cylnder

More information