: ANALYSIS AND DESIGN OF VEHICLE SUSPENSION SYSTEM USING MATLAB AND SIMULINK

Size: px
Start display at page:

Download ": ANALYSIS AND DESIGN OF VEHICLE SUSPENSION SYSTEM USING MATLAB AND SIMULINK"

Transcription

1 : ANALYSIS AND DESIGN OF VEHICLE SUSPENSION SYSTEM USING MATLAB AND SIMULINK Ai Mohammadzadeh, Grand Vae State Univerit ALI R. MOHAMMADZADEH i urrent aitant profeor of Engineering at Shoo of Engineering at Grand Vae State Univerit. He reeived hi B.S. in Mehania Engineering from Sharif Univerit of Tehnoog And hi M.S. and Ph.D. both in Mehania Engineering from the Univerit of Mihigan at Ann Arbor. Hi reearh area of interet i fuid-truture interation. Saim Haidar, Grand Vae State Univerit SALIM M.HAIDAR i urrent aoiate profeor of Mathemati at Grand Vae State Univerit. He reeived hi B.S. in Mathemati with a Minor in Phi from St. Vinent Coege, and hi M.S. and Ph.D. in Appied Mathemati from Carnegie-Meon Univerit. Hi reearh tudie are in appied noninear anai: partia differentia equation, optimization, numeria anai and ontinuum mehani Amerian Soiet for Engineering Eduation, 006 Page.3.

2 Anai and Deign of Vehie Supenion Stem Uing MATLAB and SIMULINK Aireza Mohammadzadeh, Saim Haidar Grand Vae State Univerit Overview Athough tetboo,, 3, 4, 5, 6 in the area of vibration empo oftware too, uh a MATLAB, Mathad, Mape, in their treatment of vibration prinipe and onept; however mot of their overage of the ever important roe of tehnoog in teahing vibration i imited to ioated uage of thee too in ome end of the hapter omputer probem. Seond, their treatment appear to fou primari on the preentation of the programming apet of the iue without muh anai and deign of vibration tem. In vibration, the impet mode repreenting a tem i a inear, umped parameter, direte tem mode, whih require oniderabe anatia and omputationa effort for tem with more than two degree of freedom. In uh irumtane, the ue of oftware program, uh a MATLAB and Mathad are eentia in obtaining numeria reut in order to undertand and predit tem phia behavior. For eampe, the natura frequenie and mode hape of a four degree of freedom mode of an automobie upenion tem are, in genera, pair of ompe onjugate for whih hand auation and etration i a formidabe ta, if not impoibe. Suh tudie an be eai done in MATLAB or a Mathad environment. Eampe ie thi, mae it more and more evident to the teaher of vibration that the bet approah to teahing vibration onept and prinipe i to arefu integrate omputationa method avaiabe in mot oftware program with the theor. Athough the treatment of automobie upenion tem i a tandard appiation of vibration theor, the appiation of MATLAB and SIMULINK to it i an origina frame wor. A a frequent intrutor of vibration oure, one of the author reguar reeive ompimentar opie of tetboo on the ubjet of vibration eah and ever ear from a number of pubiher. In neither the graduate eve tetboo, uh a the one b, Weaver and Timoheno 7, Meirovith 8, Ginberg 9, de Siva 0, Benaroa, or the undergraduate eve tet, uh a the one b Thomon, Tongue, Inman, Rao, Beahandron, Ke have we een or notied a ompete treatment of upenion probem. For intane, Thomon over the free vibration mode of upenion tem with no damping eement invoved. Inman onider damping in the mode but regard on free vibration and avoid the ompe onjugate eigenvaue invoved. On the other hand, Meirovith preent a fored vibration formuation of the upenion mode, however, avoid the oution part a together. None of thee tetboo mentioned above, preent derivation and formuation for bae eitation of the upenion tem a it i preented in our paper. That i a -degree of freedom mode. Beide, in deriving Page.3.

3 the equation of motion for their probem, a tetboo author mentioned above ue Newtonian mehani, wherea in our aroom projet we introdued our tudent to anatia approah of Lagrange equation. We haven t een uh treatment done in an tetboo, in onnetion with the upenion probem. A we mentioned before, no oution to atua repone of the upenion tem eept for impe ae of free Vibration i avaiabe in an of the above tetboo. In our ae of bae eitation, one i atua deaing with two input one in the front, and one in the rear tire to the tem. A it i hown in the paper, the tranfer funtion due to eah input ha a 3 rd degree ponomia in the nominator and a 4 th degree ponomia in the denominator Let u not forget that there are 4 of uh tranfer funtion in the paper. It i a formidabe ta to find the repone of the tem b hand auation. It i in here and in thi apait where we introdued our tudent to thee eiting feature and too in MATLAB and SIMULINK to provide inight about the tem repone, and, at the ame time, guide our tudent to better undertanding of vibration onept b tring to engage them in deign of a better tem. The main objetive of the foowing projet, given to our tudent in vibration a, i to hep tudent undertand and appreiate prinipe and onept of vibration through an effetive integration of oftware program, MATLAB and SIMULINK, with theor. Thi further highight the need for integration between mathematia anai and engineering tem deign. After the aignment of the foowing projet it beame inreaing evident to the author of thi artie that the ombination of MATLAB and SIMULINK i a powerfu too whih add a new dimenion to reearh in vibration tem ontro and to the intrution of vibration oure ine it ha the promie of aiding tudent to undertand muh better the vibration prinipe. Our tudent howed deep undertanding of uh prinipe, a a reut. SIMULINK i an interative environment for tem imuation and embedded tem deign. A a patform for muti-domain modeing and imuation, SIMULINK et tudent preie deribe and epore a tem behavior. In addition, SIMULINK, provide a graphia uer interfae that i often muh eaier to ue than traditiona ommand-ine program. Integration of SIMULINK into the vibration intrution wi therefore be of great pedagogia vaue. To meet thee objetive and to atif the ABET requirement for enhaning the deign ontent of engineering urriuum, the foowing projet wa aigned to tudent in vibration a. Student ued both MATLAB and SIMULINK in thi projet to both anaze and deign automobie upenion tem. Negeting the ma of tire and the roing motion of the vehie, and ombining the tiffne and damping effet of tire and upenion tem into an equivaent damping and tiffne tem, a preiminar mode baed on the boune and pith motion of the vehie i onidered. Student were then aed to ue Lagrange equation to derive the governing differentia equation of motion, for the boune and pith motion of the vehie. MATLAB wa then ued to arrive at the natura frequenie and mode hape of the tem. SIMULINK wa empoed to verif the reut obtained in MATLAB b potting the Power Spetra Denit of the repone due to initia ondition proportiona to one of the eigenvetor of the tem. Student further utiized SIMULINK to invetigate the repone to an arbitrar initia ondition, and the reaized whih of the two motion of boune and pith wa the dominant one in the enuing motion. Page.3.3

4 Frequen Repone Funtion, FRF, for both motion wa obtained uing MATLAB. MATLAB and SIMULINK were then utiized to arrive at tem repone to the rough terrain. To ower the intenit of the annoing pith motion of the vehie SIMULINK, a a deign too thi time, wa ued to find a proper damping for upenion tem to ahieve thi goa. Student feedba with repet to the projet wa ver poitive. The a enjoed woring with SIMULINK epeia due to the reative eae in buiding the tem mode in omparion with the orreponding MATLAB mode. In hort, tudent indiated that SIMULINK heped them a ot in ahieving a deeper, hoiti undertanding of the oure materia and it objetive b promoting a virtua aborator for vibration onept. Probem Statement Figure Center of ma Figure Page.3.4

5 An automobie on a rough terrain, uh a the one hown in the Figure, ehibit boune, pith, and ro on top of it rigid bod motion. In thi anai, we aume that the roing motion ompared to the two other tpe of oiator motion i negigibe. Negeting the roing motion and ma of tire, and ombining the tiffne and damping effet of tire and upenion tem into an equivaent damping and tiffne tem, a preiminar mode for automobie upenion tem i preented in the Figure. Initia vaue for the repetive inertia, damping oeffiient, and pring rate are a foow: m = 000 g J = 500 g.m = = N/m = = 3000 N./m = m and =.5 m Where m i the auto bod ma, J i it moment of inertia about the enter of ma, inde refer to front upenion tem wherea inde refer to rear upenion tem, and and are the ditane between the enter of ma and front and rear upenion repetive. The ar i aumed to be traveing at 50 m/hr and the road i approimated a inuoida in ro etion with ampitude of 0 mm and the waveength = 5 m. Formuation a Uing Lagrange equation derive the governing differentia equation of motion, deribing the boune and pith motion. b Uing MATLAB, obtain the natura frequenie of the tem and the orreponding mode hape. Verif the reut in part b b buiding a SIMULINK mode of the tem. Simuate eah mode and how that the tem oiate at the repetive natura frequenie. d Auming free vibration of the tem under the initia ondition 0 = 4 mm and 0 = 0.05 radian with the initia veoitie aumed zero, whih mode ontribute the mot to the enuing motion of the tem? Subtantiate our anwer uing SIMULINK. e With the hep of MATLAB obtain the Tranfer Funtion for both the boune and pith motion. f Uing SIMULINK, obtain the tem repone to the road eitation a i deribed above. g It i we etabihed that the pith motion i the mot annoing motion for the ar paenger. Deign our upenion tem to ower the boune motion from it urrent vaue. Jutif our anwer b imuating the reut in SIMULINK. Doe our deigned upenion ower the boune magnitude ao? The governing tem of differentia equation whih deribe the boune and pith motion of the tem hown in Figure i found uing Lagrange Equation. The generaized oordinate t and t are ued to deribe the boune and pith motion of the auto bod. The ineti energ i deribed in Equation a: Page.3.5

6 J m T The potentia energ i deribed in Equation a: U Raeigh diipation funtion deribing viou diipation in the damper i: Q 3 The Lagrangian evauated from and, and together with 3 ubtituted in 4 and 5 one obtain equation of motion. U T L Q L L dt d 4 Q L L dt d 5 The appiation of Equation 4 and 5 ied: m J The equation of motion an ao be hown in matri form a: 0 0 t t t t J m 6 t t Soution Part b Our firt attempt i to find the damped natura frequenie and the mode hape of the damped tem. To thi end we et the right ide of equation 6 to zero. Auming a harmoni repone, Page.3.6

7 the harateriti equation for the tem i found b etting the determinant of the harateriti matri to zero. m det J 0 7 We an now ue MATLAB to do the agebra and find the harateriti root. The foowing MATLAB eion wa performed to get the ompe onjugate pair of root. We tae advantage of MATLAB funtion onv, and root to obtain the harateriti root. MATLAB Code to Obtain Damped Natura Frequenie and the Mode Shape >> m = 000; J = 500; = 30000; =30000; = 3000; =3000; >> =; =.5; >> a = [m + +]; >> b = [J *^+*^ *^+*^]; >> C = onva,b C =.0e+009 * >>d = [*-* *-*]; >> e = onvd,d e = >> f=.0e+009*[ ] - [ ] f =.0e+009 * >> r = rootf r = i i i Page.3.7

8 i The reut above indiate that the firt and eond damped natura frequenie are: / rad. / rad. n d n d The negative ign in front of the rea part of the ompe root indiate the deaing nature of the oiation / rad. / rad. n n Equation 9 and 0 render; n rad/ and n 6.55 rad/ = The mode hape an be found b: i m B A i m B A So the firt mode hape i: B A And the eond mode hape i: B A The mode hape indiate that there i no phaing in the mode a epeted in the proportiona damping ae. Let u ee if we an get the natura frequenie and the mode hape of the tem b etting the damping matri and the right ide of equation 6 equa to zero. We empo MATLAB funtion Page.3.8

9 eig to etrat natura frequenie and mode hape b running the ript fie AeeEigen.m. Thi fie i: % Cauating Eigenvaue and Eigenvetor m = 000; J = 500 ; = 30000; =30000; =; =.5; %Etabihing Ma Matri and Stiffne Matri m=[m 0; 0 J]; = [+ *-*; *-* *^+*^]; % Caing Funtion "eig" to Obtain Natura Frequenie and Mode Shape [u,amda]=eig, m; fprintf'\n' dip'natura Frequenie are:' % Print Natura Frequenie w = qrtamda fprintf'\n' % Print the Mode Shape dip'mode hape are:' fprintf'\n' dip'u=' fprintf'\n' dipu Running AeeEigen in MATLAB provide undamped natura frequenie and it orreponding mode hape. >> AeeEigen Natura Frequenie are: w = Mode hape are: u= Page.3.9

10 Thi indiate natura frequenie of n rad/ and n 6.55 rad/, whih are amot eat the ame frequen vaue obtained b equation and. From the MATLAB fie above, the firt mode i: Whie the eond mode i: Thee are amot eat the ame a mode hape found in 3 and 4, for the damped ae. Part SIMULINK i ued in thi part to verif the reut obtained above in part b. Foowing i the mode buit for thi purpoe. Figure 3 Page.3.0

11 We provide the firt eement of the mode vetor, a the initia ondition for integrator and the eond eement of the mode vetor,, a the initia ondition for the integrator 3 in the Figure 3. Upon running the imuation, the power petra denit bo in the Figure 3 wi provide the frequen ontent of the repone for both boune and pith motion. Sope in the diagram ao wi provide the damped tem repone for both boune and pith motion, with ope in the diagram rendering the pith motion and ope bo in Figure 3 ieding the boune motion. Let u eamine the reut of uh a imuation. Figure 4 in the net page how the output from the power petra denit for the boune motion of the auto bod. Notie the time hitor of the repone whih ear depit the initia ondition, Figure 4 Page.3.

12 A it i een from Figure 4 the power petra denit indiate that the repone of the boune motion i taing pae at a damped frequen of 5 rad/. Thi agree ver we with our previou auation for the damped natura frequenie in part a, whih rendered a firt damped natura frequen of rad/ See equation 9. For the ae of pae, and brevit we wi not how the reut of the power petra ope for the boune motion for the firt mode. However the reut from uh ope reonfirm that the boune motion i ao ha a frequen of 5 rad/. Intead we wi provide the ope reut for the boune motion for the eond mode of vibration. To thi end we wi et the initia ondition in the appropriate integrator bo aording to the eond moda vetor obtained in part b. That i: A B Firt et u oo at the ope reut whih wi provide the time domain repone for both boune and pith motion. Thee are: Time hitor for the boune free repone Figure 5 A it i ear een from Figure 5 the deaing oiator motion of the repone i evident from the ope reut. B zooming on the repone tudent an obtain the damped natura frequen of the repone and b empoing the onept of the Logarithmi Derement the an arrive at the damping ratio of thi mode. We wi not provide the detai of uh a proedure, but uh meaurement and auation wi reonfirm the earier reut obtained in part b above and render the ame damped natura frequen and damping ratio for the eond mode. That i: d n 6. 68rad/.363 Page.3.

13 The reut from the pith ope and it power petra denit are: Time hitor and power petra denit of the pith motion for the eond mode Figure 6 Page.3.3

14 Obviou thee reonfirm our previou obervation. Part d In Figure 3, the initia ondition 0.04 m and 0.05 rad wi reut in the foowing: Power petra denit ope reut for Pith motion for arbitrar initia ondition Figure 7 Due to pae imitation and for the ae of brevit we wi not how here the Power Spetra Sope reut for the boune motion. However, the reut from the dipa of that ope indiate, a Figure 7 doe, that the eond mode pa the dominant roe for thee partiuar initia ondition. That i the ampitude of the ontribution of the firt mode i muh e than the eond mode ampitude for the tem free repone. Page.3.4

15 Part e Upon taing the Lapae tranform from equation 6 and auming zero initia ondition, we wi arrive at the domain equation for the tead repone of the tem a foow: Y Y X m 8 Y Y J X 9 Uing Cramer method and apping the prinipe of uperpoition, we an obtain the tranfer funtion for both boune and pith motion for eah input Y and Y. Due to pae imitation we on provide the reut for input Y a foow: J m J Y X And Y J m m A we mentioned we wi not provide the reut for input Y here, however, the MATLAB ode provided beow, and the SIMULINK imuation in part f, wi ear provide thoe tranfer funtion aoiated with thi input. The MATLAB ode for arriving at thee tranfer funtion and it i reut for running the MATLAB ript TraferFn.m i: MATLAM m Fie for Obtaining Tranfer Funtion % Input Data*********************************************** m = 000; J = 500; = 30000; =30000; = 3000; =3000; =; =.5; % Etabihing the Ponomia***************************** a = [m + +]; b = [J *^+*^ *^+*^]; C = onva,b; d = [*-* *-*]; e = onvd,d; e = [0 0 e]; % Finding Charateriti Ponomia' Coeffiient************ f= C-e g= [ ]; h=onvb,c; i=[* *]; p=[*-* *-*]; q=onvb,g+[0 onvi,p]; % Tranfer Funtion for Boune Motion Due to Y Input******** Page.3.5

16 = tfq,f o= onv-a,i ; = onvg,p; =o-[0 ]; % Tranfer Funtion for Pith Motion Due to Y Input******** = tf,f gg=[ ]; ii=[* *]; qq=onvb,gg- [0 onvii,p]; % Tranfer Funtion for Boune Motion Due to Y Input********** =tfqq,f oo=onva,ii; =oo-[0 onvgg,p]; % Tranfer Funtion for Pith Motion Due to Y Input********** =tf,f Running the above.m fie give: >> TranferFn Tranfer funtion: X Y 7.5e006 ^ e008 ^ e e e006 ^ e007 ^ e008 ^ +.5e e009 Tranfer funtion: Y -6e006 ^3-8.5e007 ^ - 4.5e e e006 ^ e007 ^ e008 ^ +.5e e009 Tranfer funtion: X Y 7.5e006 ^ e007 ^ + 4.5e e e006 ^ e007 ^ e008 ^ +.5e e009 Tranfer funtion: Y 9e006 ^3 +.5e008 ^ + 4.5e e e006 ^ e007 ^ e008 ^ +.5e e009 Page.3.6

17 Thi i obviou what i aed in part e. Part f We wi now imuate the motion of the ar on the road. We have aumed that the road i approimated a inuoida in ro etion with ampitude of 0 mm and the waveength = 5 m. The ar i traveing at 50 m/hr. thee ondition provide the input Y and Y for the imuation. The period and e frequen for the harmoni input and the phae dea due to input Y are a foow: Then: 5 T 0.36 V rad / T.5 rad 5 Y Ain t Y Ain t Whih upon ubtitution of,, and ampitude of the motion in the above equation ied: Y Y 0.0in 7.453t 0.0in7.453t Thee are the input to the SIMULINK mode in part f, whih i depited in Figure 8. Notie that thee harmoni funtion are hown in Figure 8 a ine wave and ine wave bo in Figure 8. The Tranfer Funtion whih were derived in the above MATLAB ode i ao een for eah input and tem repone. The bo propert for the ine wave bo wi enabe u to furnih the frequen, ampitude and phae for the eitation. Notie that the ummation bo impement the prinipe of the uperpoition and the ope wi provide u with the time repone of both the boune and pith motion of the repone. Figure 9 and 0 provide u with the time repone for the boune and the pith motion. Notie that the ope indiate the ear tranient ontribution to the repone with the tead ampitude for the boune motion being about 4mm and the pith ampitude of.60-3 rad. obviou the urrent vaue for the upenion tem effetive redue the vibration tranmitted to the automobie bod. A it wa tated before the ampitude of the road wave i 0 mm, whih on 4 mm i tranmitted to the bod of the automobie and even e than that to the paenger due to ioation tem for paenger eat. In the net and fina part of thi projet tudent reate a mode to further redue the tranmitted vibration a it i deribed in part g of thi doument. Page.3.7

18 Figure 8 Boune repone of the tem Figure 9 Page.3.8

19 Pith repone of the tem Figure 0 Part g In thi part we wi utiize the power of SIMULINK to teah tudent about the deign method in pratia vibration probem. Obviou optimization probem an be handed through MATLAB optimization paage; however we wi how here that SIMULINK mode preented i an eeent too to optimize the repone of the tem. Figure, i the mode whih wa buit to arrive at damping oeffiient vaue that further redue the ampitude of the pith repone of the tem. The bue oored bo in Figure wi depit a ider gain, whih wi hange the vaue of the damping oeffiient of the tem. B running the mode for evera vaue of damping oeffiient we wi obtain a trend for the tem repone. B tabuating the pi repone for different vaue of damping oeffiient one an zero in at the optimum vaue of the damping oeffiient. In thi paper we wi firt verif the tem repone for the initia vaue of the damping oeffiient, a wa done in part f in the above, and then how the effet of oupe of damping oeffiient vaue in the output repone. A it i evident from the output hitorie in Figure and 3, the reut for part f i eat repeated in the imuation of the mode hown in Figure. After mode verifiation, the net ta i to ower the unwanted pith motion, due to the road eitation, whih i diued ater. Page.3.9

20 Figure Figure Page.3.0

21 Figure 3 Now et u tr different vaue for damping oeffiient b hanging the vaue in the ider gain. We wi hooe a = 6000 N./m in the mode, depited beow, in Figure 4. Figure 4 Page.3.

22 The repone for boune and pith motion are hown in Figure 5 and 6 repetive. Figure 5 Figure 6 B further zooming at the pea of the tead repone we obtain that: Boune Ampitude = 7 mm Pith Ampitude =.50-3 rad Thi i higher than previou vaue obtained when the damping oeffiient were 3000 N./m. We now et the damping oeffiient to 000 N./m. and obtain the repone of the tem a hown for boune and pith motion in Figure 7 and 8 repetive. Page.3.

23 Figure 7 Figure 8 Further zooming on the pea of the tead repone in Figure 7 and 8 revea that: Boune Ampitude =.6 mm Pith Ampitude = 0-3 rad The reut indiate that b owering the damping oeffiient from initia vaue of the upenion tem, we wi redue the tranmitted oiation. Page.3.3

24 Aement Pedagogia tudent earn an ubjet matter in engineering, the bet, b atua apping it prinipe and onept via hand-on eperiment or in an appiation-oriented projet. Thi projet, whih too tudent 3 wee to ompete, gave them ampe opportunit to ue what the eaned in the aroom to anaze and deign an indutria mode of an automobie upenion tem. The projet wa onidered a 0% of tudent fina grade and gave an appiation oriented dimenion to mathematia nature of the topi diued in the oure. It made tudent go through man topi overed in the eture, uh a the ignifiane of ompe eigenvaue and eigenvetor and the roe the pa in tabiit of the tem, omparion of free undamped repone and damped repone, ogarithmi derement, tranfer funtion ignifiane, uperpoition onept in inear tem, -domain and time-domain oution tehnique, Lagrange equation, bo diagram and feedba onept. The ao earned new tehnoogia too to arr out thee tehnique in a omewhat reaiti etting b woring with MATLAB and SIMULINK. In partiuar, tudent wrote their own ode in MATLAB and buit their own mode uing SIMULINK. Upon ompetion of the projet, tudent feedba indiated that the projet wa ver intrumenta in undertanding the onept of the oure b requiring them to empo their aquired nowedge in the proe of anai and deign of the upenion tem. The overwheming preferred SIMULINK over MATLAB, due to it graphia and viua apabiitie and reative eae in buiding and modifing the appropriate mode. In ight of the imuation mode buit in thi projet and eperiene gained, the author beieve that there are ertain advantage in uing SIMULINK in a vibration and differentia equation oure. The diuion to foow i in agreement with the tudent onenu that SIMULINK mode are ver uefu in verifiation of man oure topi, both diret and indiret. The main benefit in uing SIMULINK in vibration oure i that it provide it uer with what might be aed a a virtua vibration aborator! That i tudent an imuate a tem and tud the nature of the tem repone, due to different input and initia ondition, b heing the output of the ope bo in their mode. Student an ee the effet of hanging tem parameter on the tem repone, b eai tweaing thee parameter in their graphia mode and oberving the outome on the mode ope. For eampe, tudent ued the ope output of part of the projet Figure 4 to arrive at damped natura frequen of the mode b imp meauring the time between the ubequent pea, and obtained tem damping ratio b meauring the ubequent ampitude ratio and empoing the ogarithmi derement formua. B etting the damping oeffiient to zero in their mode Figure 3 tudent oberved the hange in tem repone b notiing a ontant ampitude oiator repone. The ao oberved, in the proe, the oene of the numeria vaue of tem natura frequen and it damped natura frequen; omething that the ame aro before whie doing part b of thi projet. The were ao intruted to ue negative damping ratio and oberve the untabe repone of their tem. The onept of eigenvetor were peifia iutrated in the SIMULINK mode Figure 3 b mutiping the eigenvetor of the tem b an ontant vaue and notiing that thi reuted in no hange in the repone of the tem. A part d of the Page.3.4

25 projet indiate tudent were ao abe to ee the ontribution of eah mode to the tem repone a a reut of arbitrar initia ondition. One of tudent diffiutie, notied b the author through teahing vibration and differentia equation oure, i the idea behind the appiation of the Lapae tranform method to inear differentia equation. It wa intereting to oberve that how tudent appreiated the notion of onverting the ouped tem of imutaneou differentia equation to tem of agebrai inear equation in part e of thi projet, uing the dreaded Lapae tranform approah. SIMULINK mode buit in part f of the projet ha the advantage of howing the tranfer funtion due to eah input and output ear. Obviou, no ommand-ine programming oftware an how thee four tranfer funtion a ear and a effetive a SIMULINK doe See Figure 8, for eampe. Beide the SIMULINK mode impement the Invere Lapae tranform to obtain the time domain repone of the tem to the input eitation in a graphia approah. Something that i not done a eai a it i hown here b mean of an ommandine programming. The prinipe of uper poition i ao ear depited in the SIMULINK mode of part f Figure 8-0 b the ummation bo in the mode. The big advantage of uing SIMULINK in thi projet i it abiit to engage it uer in improving the deign of the deired tem with reative eae. The at part of the projet ertain mae ue of thi trength in the oftware b requiring tudent to deign for a maer tranmiibiit ratio. Obviou, we are taing about optimization tehnique, whih theoretia i beond the ope of a vibration oure in the junior eve ear. In addition, thi abiit i not provided in uh an effetive manner in ommand-ine oftware. Yet, thi i done eai in SIMULINK b having iterari a virtua aborator at our dipoa in term of a mode utiizing variabe gain e.g., variabe damping oeffiient to he for the improved repone of the tem. Moreover, a it i evident from the time-domain mode Figure, SIMULINK unie the ommand-ine oftware anguage doe not onvert the eond order differentia equation to tate form to obtain the oution. We beieve SIMULINK i a great too in eduation and/or indutr, due to it GUI feature and imuation apabiitie! Thi approah ontitute a new frame wor in vibration eduation. We woud ie to emphaize again, that the oution part of thee governing equation for the upenion tem, uing SIMULINK and MATLAB i ao new. Conuion Thi projet ear how how hepfu MATLAB and SIMULINK are to epoe vibration tudent to pratia probem with indutria impiation. Cear our aia method are not uffiient enough to ove appiation probem uh a thi one. In their feedba, tudent indiated a great ene of appreiation for thee oftware too, epeia SIMULINK, in heping them ahieve hoiti undertanding of phia onept of vibration oure. Out of thi eperiene, the author great beieve that integrating thee oftware too in vibration oure great improve tudent abiit to fae haenging appiation probem, find an appropriate oution uefu, and gain a trong ene ritia thining that hep them unite nowedge with human eperiene. Page.3.5

26 Bibiograph. Inman, Danie J., Engineering Vibration, /E, Prentie Ha, 00.. Rao, Singireu S., Mehania Vibration, 4/E, Prentie Ha, Thomon, Wiiam T., Daheh, Marie Dion, Theor of Vibration with Appiation, 5/E Prentie Ha, Tongue Benon, Prinipe of Vibration, /E Oford, Ke, S. Graham, Fundamenta of Mehania Vibration, /E, MGraw Hi, Baahandran, Baaumar, Magrab, Edward B., Vibration, Thomon, Weaver, W. JR., Timoheno, S.P., and Young, D.H., Vibration Probem in Engineering, 5 th. Edition Wie, Meirovith, Leonard, Fundamenta of Vibration, MGraw Hi, Ginberg, J. H., Mehania and Strutura Vibration: Theor and Appiation, Wie, de Siva, C.W., Vibration, Fundamenta and Pratie CRC Pre, Benaroa, H., Mehania Vibration, Anai, Unertaintie and Contro, nd. Edition, Mare Deer, Math Wor In., MATLAB, verion 7, Nati, MA: Math Wor, In., 005. Page.3.6

Chapter 4. Simulations. 4.1 Introduction

Chapter 4. Simulations. 4.1 Introduction Chapter 4 Simulation 4.1 Introdution In the previou hapter, a methodology ha been developed that will be ued to perform the ontrol needed for atuator haraterization. A tudy uing thi methodology allowed

More information

Accelerator Physics Coupling Control. G. A. Krafft Old Dominion University Jefferson Lab Lecture 7

Accelerator Physics Coupling Control. G. A. Krafft Old Dominion University Jefferson Lab Lecture 7 Aeerator Phyi Couping Contro G. A. Krafft Od Dominion Univerity Jefferon Lab Leture 7 Graduate Aeerator Phyi Fa 07 Caia Mirotron: Veker (945) 6 xtration 5 4 3 Magneti Fied y RF Cavity x Graduate Aeerator

More information

Accelerator Physics. G. A. Krafft Jefferson Lab Old Dominion University Lecture 7

Accelerator Physics. G. A. Krafft Jefferson Lab Old Dominion University Lecture 7 Aeerator Phyi G. A. Krafft Jefferon Lab Od Dominion Univerity Leture 7 ODU Aeerator Phyi Spring 05 Soution to Hi Equation in Ampitude-Phae form To get a more genera expreion for the phae advane, onider

More information

THE SOLAR SYSTEM. We begin with an inertial system and locate the planet and the sun with respect to it. Then. F m. Then

THE SOLAR SYSTEM. We begin with an inertial system and locate the planet and the sun with respect to it. Then. F m. Then THE SOLAR SYSTEM We now want to apply what we have learned to the olar ytem. Hitorially thi wa the great teting ground for mehani and provided ome of it greatet triumph, uh a the diovery of the outer planet.

More information

Accelerator Physics. G. A. Krafft, A. Bogacz, and H. Sayed Jefferson Lab Old Dominion University Lecture 4

Accelerator Physics. G. A. Krafft, A. Bogacz, and H. Sayed Jefferson Lab Old Dominion University Lecture 4 Aeerator Phyi G. A. Krafft, A. Bogaz, and H. Sayed Jefferon Lab Od Dominion Univerity Leture 4 Caia Mirotron: Veker (945) = 6 xtration = 5 = 4 = 3 = Magneti Fied = y RF Cavity x µ = ν = Synhrotron Phae

More information

Sidelobe-Suppression Technique Applied To Binary Phase Barker Codes

Sidelobe-Suppression Technique Applied To Binary Phase Barker Codes Journal of Engineering and Development, Vol. 16, No.4, De. 01 ISSN 1813-78 Sidelobe-Suppreion Tehnique Applied To Binary Phae Barker Code Aitant Profeor Dr. Imail M. Jaber Al-Mutaniriya Univerity College

More information

Chapter 6 Control Systems Design by Root-Locus Method. Lag-Lead Compensation. Lag lead Compensation Techniques Based on the Root-Locus Approach.

Chapter 6 Control Systems Design by Root-Locus Method. Lag-Lead Compensation. Lag lead Compensation Techniques Based on the Root-Locus Approach. hapter 6 ontrol Sytem Deign by Root-Lou Method Lag-Lead ompenation Lag lead ompenation ehnique Baed on the Root-Lou Approah. γ β K, ( γ >, β > ) In deigning lag lead ompenator, we onider two ae where γ

More information

To determine the biasing conditions needed to obtain a specific gain each stage must be considered.

To determine the biasing conditions needed to obtain a specific gain each stage must be considered. PHYSIS 56 Experiment 9: ommon Emitter Amplifier A. Introdution A ommon-emitter oltage amplifier will be tudied in thi experiment. You will inetigate the fator that ontrol the midfrequeny gain and the low-and

More information

DISCHARGE MEASUREMENT IN TRAPEZOIDAL LINED CANALS UTILIZING HORIZONTAL AND VERTICAL TRANSITIONS

DISCHARGE MEASUREMENT IN TRAPEZOIDAL LINED CANALS UTILIZING HORIZONTAL AND VERTICAL TRANSITIONS Ninth International Water Tehnology Conferene, IWTC9 005, Sharm El-Sheikh, Egypt 63 DISCHARGE MEASUREMENT IN TRAPEZOIDAL LINED CANALS UTILIZING HORIZONTAL AND VERTICAL TRANSITIONS Haan Ibrahim Mohamed

More information

Homogeneous Representations of Points, Lines and Planes

Homogeneous Representations of Points, Lines and Planes Chapter 5 Homogeneou Repreentation of Point, Line and Pane 5 Homogeneou Vector and Matrice 95 52 Homogeneou Repreentation of Point and Line in 2D 205 53 Homogeneou Repreentation in IP n 209 54 Homogeneou

More information

@(; t) p(;,b t) +; t), (; t)) (( whih lat line follow from denition partial derivative. in relation quoted in leture. Th derive wave equation for ound

@(; t) p(;,b t) +; t), (; t)) (( whih lat line follow from denition partial derivative. in relation quoted in leture. Th derive wave equation for ound 24 Spring 99 Problem Set 5 Optional Problem Phy February 23, 999 Handout Derivation Wave Equation for Sound. one-dimenional wave equation for ound. Make ame ort Derive implifying aumption made in deriving

More information

Critical Percolation Probabilities for the Next-Nearest-Neighboring Site Problems on Sierpinski Carpets

Critical Percolation Probabilities for the Next-Nearest-Neighboring Site Problems on Sierpinski Carpets Critial Perolation Probabilitie for the Next-Nearet-Neighboring Site Problem on Sierpinki Carpet H. B. Nie, B. M. Yu Department of Phyi, Huazhong Univerity of Siene and Tehnology, Wuhan 430074, China K.

More information

= 25 ohms, and line #2 has R c2

= 25 ohms, and line #2 has R c2 Soution for Aignment #3.A tranmiion-ine circuit i driven by a tep-function generator with V = 0 vot and RS =0 ohm. ine # ha ength of = cm. Both ine have the ame peed of trave, u = 0 cm/n. ine # ha characteritic

More information

VIII. Addition of Angular Momenta

VIII. Addition of Angular Momenta VIII Addition of Anguar Momenta a Couped and Uncouped Bae When deaing with two different ource of anguar momentum, Ĵ and Ĵ, there are two obviou bae that one might chooe to work in The firt i caed the

More information

1 Equations of Motion 3: Equivalent System Method

1 Equations of Motion 3: Equivalent System Method 8 Mechanica Vibrations Equations of Motion : Equivaent System Method In systems in which masses are joined by rigid ins, evers, or gears and in some distributed systems, various springs, dampers, and masses

More information

PID CONTROL. Presentation kindly provided by Dr Andy Clegg. Advanced Control Technology Consortium (ACTC)

PID CONTROL. Presentation kindly provided by Dr Andy Clegg. Advanced Control Technology Consortium (ACTC) PID CONTROL Preentation kindly provided by Dr Andy Clegg Advaned Control Tehnology Conortium (ACTC) Preentation Overview Introdution PID parameteriation and truture Effet of PID term Proportional, Integral

More information

DESIGN SPECTRA FOR BURIED PIPELINES

DESIGN SPECTRA FOR BURIED PIPELINES th Word Conference on Earthquae Engineering Vancouver, B.C., Canada Augut -6, 4 Paper o. 94 DEIG PECTRA FOR BURIED PIPEIE i-ing HOG and Tzuchien CHE UMMARY For a buried pipeine ytem, the imum repone aong

More information

Oversampling Frequency-domain Equalization for Single-carrier Transmission in the Presence of Timing offset

Oversampling Frequency-domain Equalization for Single-carrier Transmission in the Presence of Timing offset Overamping Frequeny-domain Equaization for Singe-arrier ranmiion in the Preene of iming offet atunori OBARA Kazuki AKEDA and Fumiyuki ADACHI Dept. of Eetria and Communiation Engineering, Graduate Shoo

More information

Sound Propagation through Circular Ducts with Spiral Element Inside

Sound Propagation through Circular Ducts with Spiral Element Inside Exerpt from the Proeeding of the COMSOL Conferene 8 Hannover Sound Propagation through Cirular Dut with Spiral Element Inide Wojieh Łapka* Diviion of Vibroaouti and Sytem Biodynami, Intitute of Applied

More information

Moment - Axial Force Interaction Report and Program

Moment - Axial Force Interaction Report and Program oment - Aia Fore Interation Report and rogram ehdi Vojoudi Vojoudi@vojoudi.om THINK GLOBAL, ACT LOCAL Spring 3 Strutura Stabiity rojet. Sope Cauate the moment aia fore interation urve for a hinged oumn

More information

Inverse Kinematics 1 1/21/2018

Inverse Kinematics 1 1/21/2018 Invere Kinemati 1 Invere Kinemati 2 given the poe of the end effetor, find the joint variable that produe the end effetor poe for a -joint robot, given find 1 o R T 3 2 1,,,,, q q q q q q RPP + Spherial

More information

Notes on Implementation of Colloid Transport and Colloid-Facilitated Solute Transport into HYDRUS-1D

Notes on Implementation of Colloid Transport and Colloid-Facilitated Solute Transport into HYDRUS-1D Note on Implementation of Colloid Tranport and Colloid-Failitated Solute Tranport into HYDRUS-1D (a text implified from van Genuhten and Šimůnek (24) and Šimůnek et al. (26)) Jirka Šimůnek Department of

More information

Control Engineering An introduction with the use of Matlab

Control Engineering An introduction with the use of Matlab Derek Atherton An introdution with the ue of Matlab : An introdution with the ue of Matlab nd edition 3 Derek Atherton ISBN 978-87-43-473- 3 Content Content Prefae 9 About the author Introdution What i?

More information

Modeling and Simulation of Buck-Boost Converter with Voltage Feedback Control

Modeling and Simulation of Buck-Boost Converter with Voltage Feedback Control MATE Web of onferene 3, 0006 ( 05) DOI: 0.05/ mateonf/ 053 0006 Owned by the author, publihed by EDP Siene, 05 Modeling and Simulation of BukBoot onverter with oltage Feedbak ontrol Xuelian Zhou, Qiang

More information

Einstein's Energy Formula Must Be Revised

Einstein's Energy Formula Must Be Revised Eintein' Energy Formula Mut Be Reied Le Van Cuong uong_le_an@yahoo.om Information from a iene journal how that the dilation of time in Eintein peial relatie theory wa proen by the experiment of ientit

More information

Methods for calculation of the coupling coefficients in the Coupling Cavity Model of arbitrary chain of resonators

Methods for calculation of the coupling coefficients in the Coupling Cavity Model of arbitrary chain of resonators Method for cacuation of the couping coefficient in the Couping Cavity Mode of arbitrary chain of reonator M.I. Ayzaty V.V.Mytrocheno Nationa Science Center Kharov Intitute of Phyic and echnoogy (NSC KIP)

More information

EE 333 Electricity and Magnetism, Fall 2009 Homework #11 solution

EE 333 Electricity and Magnetism, Fall 2009 Homework #11 solution EE 333 Eetriity and Magnetim, Fa 009 Homework #11 oution 4.4. At the interfae between two magneti materia hown in Fig P4.4, a urfae urrent denity J S = 0.1 ŷ i fowing. The magneti fied intenity H in region

More information

A consistent beam element formulation considering shear lag effect

A consistent beam element formulation considering shear lag effect OP Conferene Serie: aterial Siene and Engineering onitent beam element formulation onidering hear lag effet To ite thi artile: E Nouhi et al OP Conf. Ser.: ater. Si. Eng. View the artile online for update

More information

Intuitionistic Fuzzy WI-Ideals of Lattice Wajsberg Algebras

Intuitionistic Fuzzy WI-Ideals of Lattice Wajsberg Algebras Intern J Fuzzy Mathematial Arhive Vol 15, No 1, 2018, 7-17 ISSN: 2320 3242 (P), 2320 3250 (online) Publihed on 8 January 2018 wwwreearhmathiorg DOI: http://dxdoiorg/1022457/ijfmav15n1a2 International Journal

More information

Multiplexed multiple-τ auto- and cross- correlators on a single FPGA SUPPLEMENTARY MATERIAL

Multiplexed multiple-τ auto- and cross- correlators on a single FPGA SUPPLEMENTARY MATERIAL Mutipexed mutipe-τ auto- and ro- orreator on a inge FPGA Gábor Moár, * Baáz Kreith, * Jan Buhhoz, Jan Wofgang Krieger, Jörg Langowki and György Vámoi ) Univerity of Debreen, Media and Heath Siene Center,

More information

Cogging torque reduction of Interior Permanent Magnet Synchronous Motor (IPMSM)

Cogging torque reduction of Interior Permanent Magnet Synchronous Motor (IPMSM) Cogging torque redution of Interior Permanent Magnet Synhronou Motor (IPMSM) Mehdi Arehpanahi* and Hamed Kahefi Department of Eletrial Engineering, Tafreh Univerity, Tafreh, Iran, P.O. 3958 796,, Email:

More information

Parametric and sensitivity analysis of a vibratory automobile model

Parametric and sensitivity analysis of a vibratory automobile model Louisiana State University LSU Digita Commons LSU Master's Theses Graduate Shoo Parametri and sensitivity anaysis of a vibratory automobie mode Kania Nioe Vesse Louisiana State University and Agriutura

More information

Non-linear Control and Observer Design for the Self-energizing Electro-Hydraulic Brake

Non-linear Control and Observer Design for the Self-energizing Electro-Hydraulic Brake 9. Non-inear Contro and Oberver Deign for the Sef-energizing Eectro-Hydrauic Brake Michae Kühnein, Juian Ewad, Hubertu Murrenhoff RWTH achen Univerity, Germany, Intitute for uid Power Drive and Contro

More information

Where Standard Physics Runs into Infinite Challenges, Atomism Predicts Exact Limits

Where Standard Physics Runs into Infinite Challenges, Atomism Predicts Exact Limits Where Standard Phyi Run into Infinite Challenge, Atomim Predit Exat Limit Epen Gaarder Haug Norwegian Univerity of Life Siene Deember, 07 Abtrat Where tandard phyi run into infinite hallenge, atomim predit

More information

Establishment of Model of Damping Mechanism for the Hard-coating Cantilever Plate

Establishment of Model of Damping Mechanism for the Hard-coating Cantilever Plate Etalihment of Model of Damping Mehanim for the Hard-oating Cantilever Plate Rong Liu 1, Ran Li 1, Wei Sun 1* 1 Shool of Mehanial Engineering & Automation, Northeatern Univerity, Shenyang 110819, China

More information

The Square of the Dirichlet-to-Neumann map equals minus Laplacian

The Square of the Dirichlet-to-Neumann map equals minus Laplacian The Square of the Dirihet-to-Neumann map equas minus Lapaian D V Ingerman Abstrat. The Dirihet-to-Neumann maps onnet boundary vaues of harmoni funtions. It is an amazing fat that the square of the non-oa

More information

5.2.6 COMPARISON OF QUALITY CONTROL AND VERIFICATION TESTS

5.2.6 COMPARISON OF QUALITY CONTROL AND VERIFICATION TESTS 5..6 COMPARISON OF QUALITY CONTROL AND VERIFICATION TESTS Thi proedure i arried out to ompare two different et of multiple tet reult for finding the ame parameter. Typial example would be omparing ontrator

More information

Heat transfer and absorption of SO 2 of wet flue gas in a tube cooled

Heat transfer and absorption of SO 2 of wet flue gas in a tube cooled Heat tranfer and aborption of SO of wet flue ga in a tube ooled L. Jia Department of Power Engineering, Shool of Mehanial, Eletroni and Control Engineering, Beijing Jiaotong Univerity, Beijing 00044, China

More information

DETERMINATION OF THE POWER SPECTRAL DENSITY IN CAPACITIVE DIGITAL ACCELEROMETERS USING THEORY OF LIMIT CYCLES

DETERMINATION OF THE POWER SPECTRAL DENSITY IN CAPACITIVE DIGITAL ACCELEROMETERS USING THEORY OF LIMIT CYCLES XVIII IKO WORLD CORSS etrology for a Sutainable Development September, 7, 006, Rio de Janeiro, Brazil DTRIATIO O TH POWR SPCTRAL DSITY I CAPACITIV DIITAL ACCLROTRS USI THORY O LIIT CYCLS artin Kollár,

More information

IMPACT OF PRESSURE EQUALIZATION SLOT IN FLOW CHANNEL INSERT ON TRITIUM TRANSPORT IN A DCLL-TYPE POLOIDAL DUCT. H. Zhang, A. Ying, M.

IMPACT OF PRESSURE EQUALIZATION SLOT IN FLOW CHANNEL INSERT ON TRITIUM TRANSPORT IN A DCLL-TYPE POLOIDAL DUCT. H. Zhang, A. Ying, M. IMPACT OF PRESSURE EQUALIZATION SLOT IN FLOW CHANNEL INSERT ON TRITIUM TRANSPORT IN A DCLL-TYPE POLOIDAL DUCT H. Zhang, A. Ying, M. Abdou Mehanial and Aeropae Engineering Dept., UCLA, Lo Angele, CA 90095,

More information

UVa Course on Physics of Particle Accelerators

UVa Course on Physics of Particle Accelerators UVa Coure on Phyi of Partile Aelerator B. Norum Univerity of Virginia G. A. Krafft Jefferon Lab 3/7/6 Leture x dx d () () Peudoharmoni Solution = give β β β () ( o µ + α in µ ) β () () β x dx ( + α() α

More information

FOR many years the authors of this paper have worked on

FOR many years the authors of this paper have worked on The Fast Parametri Integra Equations System for Poygona D Potentia Probems Andrzej Kużeewski and Eugeniusz Zieniuk Abstrat Appiation of tehniques for modeing of boundary vaue probems impies three onfiting

More information

Period #8: Axial Load/Deformation in Indeterminate Members

Period #8: Axial Load/Deformation in Indeterminate Members ENGR:75 Meh. Def. odie Period #8: ial oad/deformation in Indeterminate Member. Review We are onidering aial member in tenion or ompreion in the linear, elati regime of behavior. Thu the magnitude of aial

More information

A Rayleigh-Ritz method based on improved Fourier series for vibration analysis of cylindrical shell coupled with elastic beams

A Rayleigh-Ritz method based on improved Fourier series for vibration analysis of cylindrical shell coupled with elastic beams A Raleigh-Rit method based on improved Fourier series for vibration analsis of lindrial shell oupled with elasti beams Zhang Rune ; Cao Yipeng ; Li liaouan College of Power and Energ Engineering, Harbin

More information

Steady-state response of systems with fractional dampers

Steady-state response of systems with fractional dampers IOP Conferene Serie: Material Siene and Engineering PAPER OPEN ACCESS Steady-tate repone of ytem with frational damper o ite thi artile: R Lewandowi and A Lenowa 7 IOP Conf. Ser.: Mater. Si. Eng. 5 9 View

More information

Introduction to Digital Data Processing

Introduction to Digital Data Processing International Intitute of Seimology and Earthquake Engineering (IISEE) Seimology Coure Leture Note TRAINING COURSE IN SEISMOLOGY AND EARTHQUAKE ENGINEERING Introdution to Digital Data Proeing Ver. 3.3.

More information

Lag-Lead Compensator Design

Lag-Lead Compensator Design Lag-Lead Compenator Deign ELEC 3 Spring 08 Lag or Lead Struture A bai ompenator onit of a gain, one real pole and one real zero Two type: phae-lead and phae-lag Phae-lead: provide poitive phae hift and

More information

TENSILE STRENGTH MODELING OF GLASS FIBER-POLYMER COMPOSITES AND SANDWICH MATERIALS IN FIRE

TENSILE STRENGTH MODELING OF GLASS FIBER-POLYMER COMPOSITES AND SANDWICH MATERIALS IN FIRE THE 19 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS TENSILE STRENGTH MODELING OF GLASS FIBER-POLYMER COMPOSITES AND SANDWICH MATERIALS IN FIRE S. Feih* 1, A. Anjang, V. Chevali 1,, E. Kandare 1 and

More information

O -x 0. 4 kg. 12 cm. 3 kg

O -x 0. 4 kg. 12 cm. 3 kg Anwer, Key { Homework 9 { Rubin H andau 1 Thi print-out houd have 18 quetion. Check that it i compete before eaving the printer. Ao, mutipe-choice quetion may continue on the net coumn or page: nd a choice

More information

Energy-Work Connection Integration Scheme for Nonholonomic Hamiltonian Systems

Energy-Work Connection Integration Scheme for Nonholonomic Hamiltonian Systems Commun. Theor. Phy. Beiing China 50 2008 pp. 1041 1046 Chinee Phyial Soiety Vol. 50 No. 5 November 15 2008 Energy-Wor Connetion Integration Sheme for Nonholonomi Hamiltonian Sytem WANG Xian-Jun 1 and FU

More information

Riser Dynamic Analysis Using WKB-Based Dynamic Stiffness Method

Riser Dynamic Analysis Using WKB-Based Dynamic Stiffness Method Rier ynamic Anayi Uing WKB-Baed ynamic Stiffne Method The MIT Facuty ha made thi artice openy avaiabe. Peae hare how thi acce benefit you. Your tory matter. Citation A Pubihed Pubiher Cheng, Yongming,

More information

A Basic Power System Analysis by Using LabVIEW

A Basic Power System Analysis by Using LabVIEW 38 ACTA ELECTROTEHNCA A Bai Power Sytem Analyi by Uing LabVEW F. BENHAMDA, A. AYAD, A. BENDAOUED and A. BENTAALLAH Abtrat: Thi paper will preent a projet whih i a virtual intrument (V) of everal power

More information

OLIGONUCLEOTIDE microarrays are widely used

OLIGONUCLEOTIDE microarrays are widely used Evolution Strategy with Greedy Probe Seletion Heuriti for the Non-Unique Oligonuleotide Probe Seletion Problem Lili Wang, Alioune Ngom, Robin Gra and Lui Rueda Abtrat In order to aurately meaure the gene

More information

A Queueing Model for Call Blending in Call Centers

A Queueing Model for Call Blending in Call Centers 434 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 48, NO. 8, AUGUST 2003 A Queueing Model for Call Blending in Call Center Sandjai Bhulai and Ger Koole Abtrat Call enter that apply all blending obtain high-produtivity

More information

ANALYSIS OF A REDUNDANT SYSTEM WITH COMMON CAUSE FAILURES

ANALYSIS OF A REDUNDANT SYSTEM WITH COMMON CAUSE FAILURES Dharmvir ingh Vahith et al. / International Journal of Engineering iene and Tehnology IJET ANALYI OF A REDUNDANT YTEM WITH OMMON AUE FAILURE Dharmvir ingh Vahith Department of Mathemati, R.N. Engg. ollege,

More information

MINIMIZATION OF FREQUENCY-WEIGHTED l 2 -SENSITIVITY FOR MULTI-INPUT/MULTI-OUTPUT LINEAR SYSTEMS

MINIMIZATION OF FREQUENCY-WEIGHTED l 2 -SENSITIVITY FOR MULTI-INPUT/MULTI-OUTPUT LINEAR SYSTEMS Automatique et ordinateurs MINIMIZAION OF FREQUENCY-WEIGHED -SENSIIVIY FOR MULI-INPU/MULI-OUPU LINEAR SYSEMS AKAO HINAMOO, OSAMU ANAKA, AKIMISU DOI Key words: MIMO inear disrete-time systems, Frequeny-weighted

More information

Photonic Communications and Quantum Information Storage Capacities

Photonic Communications and Quantum Information Storage Capacities Oti and Photoni Journal, 13, 3, 131-135 doi:1436/oj133b3 Publihed Online June 13 (htt://wwwirorg/journal/oj) Photoni Communiation and Quantum Information Storage Caaitie William C Lindey Univerity of Southern

More information

INDIVIDUAL OVERTOPPING EVENTS AT DIKES

INDIVIDUAL OVERTOPPING EVENTS AT DIKES INDIVIDUAL OVEOPPING EVENS A DIKES Gij Boman 1, Jentje van der Meer 2, Gij offman 3, olger Shüttrumpf 4 and enk Jan Verhagen 5 eently, formulae have been derived for maximum flow depth and veloitie on

More information

Massachusetts Institute of Technology Dynamics and Control II

Massachusetts Institute of Technology Dynamics and Control II I E Maachuett Intitute of Technology Department of Mechanical Engineering 2.004 Dynamic and Control II Laboratory Seion 5: Elimination of Steady-State Error Uing Integral Control Action 1 Laboratory Objective:

More information

Max-Planck-Institut für Mathematik in den Naturwissenschaften Leipzig

Max-Planck-Institut für Mathematik in den Naturwissenschaften Leipzig Max-Plank-Intitut für Mathematik in den Naturwienhaften Leipzig Aymptoti analyi of mode-oupling theory of ative nonlinear mirorheology (revied verion: April 212) by Manuel Gnann, and Thoma Voigtmann Preprint

More information

The Model Predictive Control System for the Fluid Catalytic Cracking Unit

The Model Predictive Control System for the Fluid Catalytic Cracking Unit The Model Preditive Control Sytem for the Fluid Catalyti Craking Unit CRISTINA POPA, CRISTIAN PĂTRĂŞCIOIU Control Engineering and Couter Department Petroleum Ga Univerity of Ploieti ROMANIA eftene@upg-ploieti.ro

More information

Chapter 10. Closed-Loop Control Systems

Chapter 10. Closed-Loop Control Systems hapter 0 loed-loop ontrol Sytem ontrol Diagram of a Typical ontrol Loop Actuator Sytem F F 2 T T 2 ontroller T Senor Sytem T TT omponent and Signal of a Typical ontrol Loop F F 2 T Air 3-5 pig 4-20 ma

More information

Passive Shimming by Eliminating Spherical Harmonics Coefficients of All Magnetic Field Components Generated by Correction Iron Pieces

Passive Shimming by Eliminating Spherical Harmonics Coefficients of All Magnetic Field Components Generated by Correction Iron Pieces Title Paive Shimming b Eliminating Spherial Harmoni Corretion Iron Piee Author()Noguhi, So; Kim, SeokBeom; Hahn, Seungong; Iwaa, CitationIEEE Tranation on Magneti, 50(2): 7014904 Iue Date 2014-02 Do URL

More information

Available online at ScienceDirect

Available online at   ScienceDirect Avaiabe onine at www.sienediret.om SieneDiret Proedia Engineering 7 04 ) 9 4 Geoogia Engineering Driing Tehnoog Conferene IGEDTC), New Internationa Convention Eposition Center Chengdu Centur Cit on rd-5th

More information

The Optimizing of the Passenger Throughput at an Airport Security Checkpoint

The Optimizing of the Passenger Throughput at an Airport Security Checkpoint Open Journal of Applied Siene, 17, 7, 485-51 http://www.irp.org/journal/ojapp ISSN Online: 165-395 ISSN Print: 165-3917 The Optimizing of the Paenger Throughput at an Airport Seurity Chepoint Xiaoun Mao,

More information

Torsional resistance of high-strength concrete beams

Torsional resistance of high-strength concrete beams Torional reitane of high-trength onrete beam T. Hoain & P. Mendi Univerity of Melbourne, Vitoria, Autralia T. Aravinthan & G. Baker Univerity of Southern Queenland, Queenland, Autralia ABSTRACT: Thi paper

More information

7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281

7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281 72 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 28 and i 2 Show how Euler formula (page 33) can then be ued to deduce the reult a ( a) 2 b 2 {e at co bt} {e at in bt} b ( a) 2 b 2 5 Under what condition

More information

EE 321 Project Spring 2018

EE 321 Project Spring 2018 EE 21 Projet Spring 2018 This ourse projet is intended to be an individual effort projet. The student is required to omplete the work individually, without help from anyone else. (The student may, however,

More information

High Gain Observer for Induction Motor in Presence of Magnetic Hysteresis

High Gain Observer for Induction Motor in Presence of Magnetic Hysteresis Preprint of the 8th IFAC World Congre Milano (Italy Augut 8 - September, High Gain Oberver for Indution Motor in Preene of Magneti Hyterei H. Ouadi, F. Giri,. Dugard, Ph-Dorléan, A. Elfadili 4, J.F.Maieu

More information

Creep and Shrinkage Analysis of Curved Composite Beams Including the Effects of Partial Interaction

Creep and Shrinkage Analysis of Curved Composite Beams Including the Effects of Partial Interaction Paper 154 Civil-Comp Pre, 212 Proeeding of the Eleventh International Conferene on Computational Struture Tehnology, B.H.V. Topping, (Editor), Civil-Comp Pre, Stirlinghire, Sotland Creep and Shrinkage

More information

Supplementary Materials for

Supplementary Materials for advane.ienemag.org/gi/ontent/full/3/5/e1601984/dc1 Supplementary Material for Harneing the hygroopi and biofluoreent behavior of genetially tratable mirobial ell to deign biohybrid wearable Wen Wang, Lining

More information

On the Steady MHD Poiseuille Flow between Two Infinite Parallel Porous Plates in an Inclined Magnetic Field

On the Steady MHD Poiseuille Flow between Two Infinite Parallel Porous Plates in an Inclined Magnetic Field American Journa of Computationa and Appied Mathematic 3, 3(4): -4 DOI:.593/j.ajcam.334.4 On the Stead MHD Poieuie Fow between Two Infinite Parae Porou Pate in an Incined Magnetic Fied Afred W. Manonge,*,

More information

Deepak Rajput

Deepak Rajput General quetion about eletron and hole: A 1a) What ditinguihe an eletron from a hole? An) An eletron i a fundamental partile wherea hole i jut a onept. Eletron arry negative harge wherea hole are onidered

More information

ES 247 Fracture Mechanics Zhigang Suo. Applications of Fracture Mechanics

ES 247 Fracture Mechanics   Zhigang Suo. Applications of Fracture Mechanics Appliation of Frature Mehani Many appliation of frature mehani are baed on the equation σ a Γ = β. E Young modulu i uually known. Of the other four quantitie, if three are known, the equation predit the

More information

NON-LINEAR COUPLED SLOSH DYNAMICS OF LIQUID STORAGE TANKS USING BE-FE COUPLING

NON-LINEAR COUPLED SLOSH DYNAMICS OF LIQUID STORAGE TANKS USING BE-FE COUPLING 3 th Word Conference on Earthquake Engineering Vancouver, B.C., Canada Augut -6, 004 Paer No. 740 NON-LINEAR COUPLED SLOSH DYNAMICS OF LIQUID STORAGE TANKS USING BE-FE COUPLING M.K. KIM, Y.M. LIM, K.H.

More information

Gain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays

Gain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays Gain and Phae Margin Baed Delay Dependent Stability Analyi of Two- Area LFC Sytem with Communication Delay Şahin Sönmez and Saffet Ayaun Department of Electrical Engineering, Niğde Ömer Halidemir Univerity,

More information

Research Article Simplicity and Commutative Bases of Derivations in Polynomial and Power Series Rings

Research Article Simplicity and Commutative Bases of Derivations in Polynomial and Power Series Rings ISRN Agebra Voume 2013 Artice ID 560648 4 page http://dx.doi.org/10.1155/2013/560648 Reearch Artice Simpicity and Commutative Bae of Derivation in Poynomia and Power Serie Ring Rene Batazar Univeridade

More information

Lecture 2: Computer Arithmetic: Adders

Lecture 2: Computer Arithmetic: Adders CMU 8-447 S 9 L2-29 8-447 Leture 2: Computer Arithmeti: Adder Jame C. Hoe Dept of ECE, CMU January 4, 29 Announement: No la on Monday Verilog Refreher next Wedneday Review P&H Ch 3 Handout: Lab and HW

More information

Calculation of the influence of slot geometry on the magnetic flux density of the air gap of electrical machines: three-dimensional study

Calculation of the influence of slot geometry on the magnetic flux density of the air gap of electrical machines: three-dimensional study Calulation of the influene of geometry on the magneti flux denity of the air gap of eletrial mahine: three-dimenional tudy Rodrigo A. Lima, A. C. Paulo Coimbra, Tony Almeida, Viviane Margarida Gome, Thiago

More information

Time-varying Stiffness Characteristics of Shaft with Slant Crack

Time-varying Stiffness Characteristics of Shaft with Slant Crack Internationa Conferene on Modeing, Simuation and Appied Mathematis (MSAM 05) Time-varying Stiffness Charateristis of Shaft with Sant Cra Hengheng Xia Shoo of Aeronautia Manufaturing Engineering Nanhang

More information

Comparison of Augmented State Track Fusion Methods for Non-full-rate Communication

Comparison of Augmented State Track Fusion Methods for Non-full-rate Communication 8th Internationa Conference on Information Fuion Wahington, DC - Juy 6-9, Comparion of Augmented tate Trac Fuion Method for Non-fu-rate Communication Feix Govaer enor Data and Information Fuion Fraunhofer

More information

Lobontiu: System Dynamics for Engineering Students Website Chapter 3 1. z b z

Lobontiu: System Dynamics for Engineering Students Website Chapter 3 1. z b z Chapter W3 Mechanica Systems II Introduction This companion website chapter anayzes the foowing topics in connection to the printed-book Chapter 3: Lumped-parameter inertia fractions of basic compiant

More information

into a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get

into a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get Lecture 25 Introduction to Some Matlab c2d Code in Relation to Sampled Sytem here are many way to convert a continuou time function, { h( t) ; t [0, )} into a dicrete time function { h ( k) ; k {0,,, }}

More information

Question 1 Equivalent Circuits

Question 1 Equivalent Circuits MAE 40 inear ircuit Fall 2007 Final Intruction ) Thi exam i open book You may ue whatever written material you chooe, including your cla note and textbook You may ue a hand calculator with no communication

More information

On the Stationary Convection of Thermohaline Problems of Veronis and Stern Types

On the Stationary Convection of Thermohaline Problems of Veronis and Stern Types Applied Mathemati, 00,, 00-05 doi:0.36/am.00.505 Publihed Online November 00 (http://www.sip.org/journal/am) On the Stationary Convetion of Thermohaline Problem of Veroni and Stern Type Abtrat Joginder

More information

Experiment Study on the Interior Sound Field of Water Filled Pipe with Elastic Wall

Experiment Study on the Interior Sound Field of Water Filled Pipe with Elastic Wall Interntion Indutri Informti nd Computer Engineering Conferene (IIICEC 5 Experiment Stud on the Interior Sound Fied of Wter Fied Pipe with Eti W Lu Xueong,, Li Qi,b, Liu Jun, Aouti Siene nd Tehnoog Lbortor,

More information

Lecture 16. Kinetics and Mass Transfer in Crystallization

Lecture 16. Kinetics and Mass Transfer in Crystallization Leture 16. Kineti and Ma Tranfer in Crytallization Crytallization Kineti Superaturation Nuleation - Primary nuleation - Seondary nuleation Crytal Growth - Diffuion-reation theory - Srew-diloation theory

More information

Compensation Techniques

Compensation Techniques D Compenation ehnique Performane peifiation for the loed-loop ytem Stability ranient repone Æ, M (ettling time, overhoot) or phae and gain margin Steady-tate repone Æ e (teady tate error) rial and error

More information

Friction-induced Vibration in Lead Screw Systems

Friction-induced Vibration in Lead Screw Systems Frition-indued Vibration in Lead Srew Sytem by Orang Vahid Araghi A thei preented to the Univerity of Waterloo in fulfillment of the thei requirement for the degree of Dotor of Philoophy in Mehanial Engineering

More information

New Directions in Interconnect Performance Optimization

New Directions in Interconnect Performance Optimization New Diretion in Interonnet Performane Optimization Antoine ourtay 1,2, Johann Laurent, Nathalie Julien 1 Lab-STI - Univerity of South Brittany rue de aint maudé 56100 Lorient, Frane {firt name}.{lat name}@univ-ub.fr

More information

Assessment of Proportional Integral Control Loop Performance for Input Load Disturbance Rejection

Assessment of Proportional Integral Control Loop Performance for Input Load Disturbance Rejection Artile pub.a.org/ecr Aement of Proportional ntegral Control Loop Performane for nput Load Diturbane Rejetion Zhenpeng Yu and Jiandong Wang College of Engineering, Peking Univerity, Beijing, China 87 ABSTRACT:

More information

NUMERICAL SOLUTION OF THE SYSTEM OF LINEAR FREDHOLM INTEGRAL EQUATIONS BASED ON DEGENERATING KERNELS

NUMERICAL SOLUTION OF THE SYSTEM OF LINEAR FREDHOLM INTEGRAL EQUATIONS BASED ON DEGENERATING KERNELS TWMS J Pure App Math V6, N1, 2015, pp111-119 NUMERICAL SOLUTION OF THE SYSTEM OF LINEAR FREDHOLM INTEGRAL EQUATIONS BASED ON DEGENERATING KERNELS S KARIMI 1, M JOZI 1 Abtract In thi paper, a new numerica

More information

Ali Karimpour Associate Professor Ferdowsi University of Mashhad

Ali Karimpour Associate Professor Ferdowsi University of Mashhad LINEAR CONTROL SYSTEMS Ali Karimour Aoiate Profeor Ferdowi Univerity of Mahhad Leture 0 Leture 0 Frequeny domain hart Toi to be overed inlude: Relative tability meaure for minimum hae ytem. ain margin.

More information

On settlement of stone column foundation by Priebe s method

On settlement of stone column foundation by Priebe s method Proeeding of the Intitution of Civil Engineer Ground Improvement 13 May 010 Iue GI Page 101 107 doi: 10.180/grim.010.13..101 Paper 900011 Reeived 13/0/009 epted 04/01/010 Keyword: foundation/ mathematial

More information

MATRIX ANALYSIS OF V- OR Y-SUPPORTED CONTINUOUS BRIDGE GIRDERS

MATRIX ANALYSIS OF V- OR Y-SUPPORTED CONTINUOUS BRIDGE GIRDERS MATRIX ANALYSIS OF V- OR Y-SUPPORTED CONTINUOUS BRIDGE GIRDERS Géza Tai Pá Róza Idikó Schotter ABSTRACT Advantageou moment ditribution can be achieved by V- or Y-upported bridge The tructura mode i a continuou

More information

Laplace Examples, Inverse, Rational Form

Laplace Examples, Inverse, Rational Form Lecture 20 Outine: Lapace Eampe, Invere, Rationa Form Announcement: HW 5 poted, due Friday ore Lapace Tranform Eampe Invere Lapace Tranform Rationa Lapace Tranform ROC for Right/Left/Toided Signa agnitude/phae

More information

SIMON FRASER UNIVERSITY School of Engineering Science ENSC 320 Electric Circuits II. Solutions to Assignment 3 February 2005.

SIMON FRASER UNIVERSITY School of Engineering Science ENSC 320 Electric Circuits II. Solutions to Assignment 3 February 2005. SIMON FRASER UNIVERSITY School of Engineering Science ENSC 320 Electric Circuit II Solution to Aignment 3 February 2005. Initial Condition Source 0 V battery witch flip at t 0 find i 3 (t) Component value:

More information

A NETWORK SIMPLEX ALGORITHM FOR THE MINIMUM COST-BENEFIT NETWORK FLOW PROBLEM

A NETWORK SIMPLEX ALGORITHM FOR THE MINIMUM COST-BENEFIT NETWORK FLOW PROBLEM NETWORK SIMPLEX LGORITHM FOR THE MINIMUM COST-BENEFIT NETWORK FLOW PROBLEM Cen Çalışan, Utah Valley University, 800 W. University Parway, Orem, UT 84058, 801-863-6487, en.alisan@uvu.edu BSTRCT The minimum

More information

The elastoplastic Cosserat continuum model and numerical simulation of strain localization

The elastoplastic Cosserat continuum model and numerical simulation of strain localization The eastopasti Cosserat ontinuum mode and numeria simuation of strain oaiation *Hong-iang Tang ) and Zhao-ong Hu ) ), ) Shoo of Civi Engineering, Faut of Infrastruture Engineering, Daian Universit of Tehnoog,

More information

Econ 455 Answers - Problem Set 4. where. ch ch ch ch ch ch ( ) ( ) us us ch ch us ch. (world price). Combining the above two equations implies: 40P

Econ 455 Answers - Problem Set 4. where. ch ch ch ch ch ch ( ) ( ) us us ch ch us ch. (world price). Combining the above two equations implies: 40P Fall 011 Eon 455 Harvey Lapan Eon 455 Anwer - roblem et 4 1. Conider the ae of two large ountrie: U: emand = 300 4 upply = 6 where h China: emand = 300 10 ; upply = 0 h where (a) Find autarky prie: U:

More information