Continuum structural topological optimization with dynamic stress response constraints

Size: px
Start display at page:

Download "Continuum structural topological optimization with dynamic stress response constraints"

Transcription

1 Contnuum tuctual topologcal optmzaton wth dynamc te epone contant Bn Xu 1*, Le Zhao 1 and Wenyu L 1 1 School of Mechanc, Cvl Engneeng & Achtectue, Nothweten Polytechncal Unvety, X an 717, PR Chna Abtact Ste elated poblem of geat mpotance to tuctue optmzaton, howeve,mot wok wee pad attenton to tatc te contaned topology optmzaton,only a lmted numbe of wok have been devoted to the topology optmzaton of the tuctue wth dynamc te epone equement unde andom vbaton.th pape deal wth topology optmzaton of contnuum tuctue wth dynamc te epone contant. Baed on the ICM method and the b-dectonal evolutonay tuctual optmzaton method,a method fo the topology optmzaton of contnuum tuctue wth dynamc te epone contant lmt popoed, The topology optmzaton model wth the objectve functon beng the tuctual weght and the contant functon beng tuctual dynamc te epone unde andom vbaton peented n th pape,in ode to geatly educe the entvty cot of dynamc te epone, an optmzaton model wth educed dynamc te epone contant bult,beng ncopoated wth the atonal appoxmaton fo mateal popete(ramp, an vayng dynamc te epone lmt cheme,a tut egon cheme, and an effectve local te appoach lke the qp appoach to eolve the te ngulaty phenomenon.theefoe, a et of quadatc appoxmate functon fo tuctual dynamc te epone contant ae fomed,fnally,the popoed algothm, ntegated wth the dual theoy, to olve the optmzaton poblem.a ee of numecal example, whch ae unde dffeent knd of exctaton, dffeent bounday condton and dffeent model, ae peented to demontate the feablty and effectvene of the popoed appoach. Keywod:topology optmzaton,dynamc te epone, te contant, RAMP,MMA appoxmaton,dual theoy

2 1.Intoducton In ecent yea,tuctual optmzaton ubjected to te contant of geat mpotance n advance engneeng applcaton,mot attenton ha been pad to tatc te contant poblem, Matteo Bugg et.al [1]dealt wth the mpoton of local te contant n topology optmzaton by an appoach called a the qp appoach, Bugg and Duynx et.al [] popoed a electon method leadng to futhe educton n the numbe of actve contant, Paí et.al [3] nvetgated a technque of block aggegaton by ung moe global contant to educe the numbe of contant nvolved n a ngle global functon, The adaptve nomalzaton cheme popoed by Le et al.[4] wok well n contollng the maxmum te, Recently, a ee of vaed contant lmt wee ntoduced and a knd of new tuctual topologcal optmzaton method wth dffeent chaactetc equement,wa popoed by Rong et al. [5], baed on the atonalappoxmaton fo mateal popete (RAMP and the dual theoy. Howeve, few attempt have been made to ncopoate andom dynamc epone contant, Shu et.al [6] popoed level et baed topology optmzaton method fo mnmzng fequency epone. Rong et.al [7-8] ued ESO method and SQP method to obtan the optmal topology of the contnuum tuctue unde andom exctaton. Yang et al.[9] tuded the topology optmzaton unde tatc load and naow-band andom exctaton, whee the tatc and dynamc epone analye wee poceed ndependently wthout any upepoton. Zhang et al. [1] nvetgated the optmal placement of the component and the confguaton of the uppotng tuctue wthn a pedefned degn doman to mpove the tuctual tatc and andom dynamc epone multaneouly. Whle thee optmzaton wok ae not devoted to olve dynamc te epone contant lmt poblem. To mpove the dynamc chaactetc of the tuctue, t much mpotant and neceay to conde the dynamc te epone contant lmt n topology optmzaton.hee, a method fo the topology optmzaton of contnuum tuctue wth dynamc te epone contant lmt popoed n th pape, The topology optmzaton model wth the objectve functon beng the tuctual weght and the contant functon beng tuctual dynamc te epone unde andom vbaton peented. The followng ecton of th pape ae oganzed a follow: Secton fomulate the dynamc te epone unde andom exctaton. Secton 3 addee element topologcal vaable and ntepolaton functon ued n th pape. The topologcal optmzaton wth dynamc te epone contant lmt fo mnmzng the tuctual weght, ntoduced n Secton 4. Secton 5 peent the entvty analy on the dynamc te epone wth epect to the degn vaable, The Secton 6 ntoduce eveal numecal example to dcu the effectvene of the popoed method. Concludng emak ae fnally dawn n Secton 7.

3 .The dynamc te epone The Von Me te n the thee-dmenonal pace can be defned a follow: 3( (1 k k k k k k k vm x y z x y x z y z xy xz yz Hee, { } {,,,,, } epeent the te vecto of the k-th element of the k k k k k k k T x y z xy xz yz tuctue,equaton(1 can be expeed a: vm { } A{ } Tace{ A { }{ } } ( k T T whee A a ymmetc matx,and A Theefoe, the mean quae epone of the Von Me te can be wtten a: T E( k ({ } { } ( { { } k { } kt } { { } k { } kt vm E A E Tace A Tace AE } (3 Whee { } k kt E { } the covaance matx of the te vecto { }k.in a fnte element analy,the te vecto { } k of the k-th element can be expeed a: N 1 h k k k k k k { } [ D] [ B] h { u} S { u} (4 N h h1 whee [ D ] k the elatc matx of the k-th element, [ B ] k h the tan matx at the h-th Gua ntegaton pont of the k-th element, N h the total numbe fo the Gua ntegaton pont,and {} u k nodal dplacement vecto of the k-th element.then the covaance matx E { } k { } kt can be expeed a: k kt k k k k T E { } { } E ({ S} { u} ({ S} { u} k k kt kt E ({ S} { u} { u} { S} { S} E[{ u} { u} ]{ S} k k kt kt (5

4 k kt whee E[{ u} { u } ] the the covaance matx of the nodal dplacement vecto {} u k. The fnte element equaton fo a tuctual dynamc poblem can be expeed a: Whee[ M ], [ C ] and [ K ] ae the N [ M ]{ Y} [ C]{ Y} [ K]{ Y} { f ( t} (6 N ma. Dampng, and tffne matce of the tuctue epectvely. I the numbe of degee of feedom. {} Y, { Y } and { } ae the dplacement,velocty and acceleaton vecto, { f( t } the N 1 whte noe andom extenal exctaton vecto,whch loaded n the fom of pectum.it can be aumed that powe pectal denty matx of the extenal exctaton vecto { f( t } can be expeed a: ( S (7 Sf whee S N N em-potve eal ymmetc matx, S would be a dagonal matx f all degee of feedom ae unelated,.e., S S, S ( j. I II j The coepondng undamped fee vbaton equaton of (6 can be wtten a: [ M ]{ Y} [ K]{ Y} (8 Aume that the oluton fo equaton (8 n t,then the chaactetc vecto equaton fo the equaton (8 can be expeed a: ([ K] I[ M] (9 Y In equaton (9, and ae the -th ccle natual fequency and mode hape.we conde that the mode hape can be nomalzed wth epect to the ma matx and atfy equaton (1 unde the popotonal dampng. T { } [ M ]{ } I T { } [ K]{ } dag( T { } [ C]{ } dag( (1 Whee { } { 1,,,, N} and the dampng ato of the -th mode,aume that { Y} { y} (11 Equaton(6 can be wtten a: ( ( { } ( ( ydag ydag y f t F t (1

5 Then the coelaton matx of mode epone y and y can be expeed a: C d a (13 whee 1, T 1, d { } S{ } (14a a, b, e (14b 1, Q 1 a e g a b, g Q (14c 3.Element topologcal vaable and ntepolaton functon A topologcal optmzaton fo mnmzng the tuctual weght whle atfyng dynamc te epone contant lmt bult n th pape,in the topologcal optmzaton wth dynamc epone contant,numecal example how that the oluton fo dynamc epone value and t entvty would be wong becaue of ntepolaton cheme wthout enough accuacy,thee ntepolaton cheme,uch a Sold Iotopc Mateal wth Penalty(SIMP,whch cannot acheve the matchng punhment between the tffne and ma matx,and lead to localzed mode, educe the accuacy of modal analy. Refeng to the Ratonal Appoxmaton fo Mateal Popete(RAMP and the ICM (Independent, Contnuou and Mappng method,the wegth.tffne matx,te and ma matx of an element ae ecognzed by followng functon,epectvely whee w f ( w, K f ( K, w K [ S] k f ( [ S] M f ( M (15a M W (, fk( 1 (1, f ( M I, f M ( I (15b f w I whee ae the weght,tffne matx,te and ma matx of the -th element,epectvely,and w, K, [ S ] and M ae ognal weght,ognal tffne and ma matx of the -th element,epectvely.in th wok, w M 1.5, 5 and 6 ae ued.due to the atonal functon n the RAMP ntepolaton cheme, the devatve of the functon n t zeo even when tend to zeo,whch can pove the effect of weak mateal on tffne,and pevent the localzed mode.

6 4.Optmzaton poblem tatement The topologcal optmzaton model fo mnmzng the tuctual weght wth dynamc te epone contant lmt can be fomulated a follow: mn : W t..:, (, U vm vm (16 Fo the pupoe of obtanng pedomnantly black-and-whte degn n th pape, the vay dynamc epone contant method adopted,then,equaton(16 can be tanfeed nto equaton (17: mn : f w (1 w ( k1, U max ( vm, ( vm, 1,, Q t..: 1 1 Q Q Q 1 1 Q Q ( k1, U ( vm, ( vm, 1 Q 1 (17 Whee a weghtng expeence paamete; a vayng contant lmt,and ( k U ( 1, vm, expeed a: ( mn( (,( ( (.( ( ( k ( k U ( k ( k U ( k1, U vm, vm, L vm, vm, vm, vm, vm, ( k ( k U ( k ( k U ( vm, mn( ( vm,,( L( vm, ( vm,.( vm, ( vm, ( (18 Whee a dynamc epone lmt change facto, L a elaxaton coeffcent fo ( 1, the dynamc epone contant, ( k U ae vaed accodng to equaton (18at each oute loop teaton tep, vm, ( k the dynamc te epone of the -th ( vm, element of the tuctue at the k-th loop teaton tep. 5.Sentvty analy on the dynamc te epone Aume that x 1,the entvty of the contant functon wth epect to x can be expeed a: k kt ( vm, k k E[{ u} { u} ] kt k C kt tace( A{ S} { S} tace( A{ S} { S} x x x (19

7 ( C da ( ( x x x ( d ( a ( a d da x x x ( n d S x 1 j j a x x x b x x x e x x x a b a e g a b Q a e x x x x x (1 to the entvte of the ccle natual fequency and the mode hape wth the epect x can be epectvely wtten a: 1 T k [ K] [ M] k k k x k x x ( T [ K] [ M] k k p N x x k p k j j bkp p bkp k p x p1 1 T [ M ] k k k p x (3 [ K] (1 [ M ] [ K], [ M ] 1 x ((1 x x x (4 In ode to deal wth checkboad poblem of topologcal optmzaton,the appoach popoed by Sgmund and Peteon adopted to edtbute the entvty of the dynamc te epone. Then the dynamc te contant expeon n equaton (17 can be appoxmated by the one-ode appoxmaton functon,and the objectve functon n equaton (17 can be appoxmated by t econd-ode appoxmaton functon, and olvng theappoxmatng quadatc pogammng poblem of equaton.(17 can be tanfeed nto olvng a dualpogammng poblem by ung the dual theoy.

8 6.Numecal example A beam lke D tuctue hown n Fg.1. The beam wth dmenon.3 m.1m mply uppoted at both end. The degn doman. m.1 m equally dvded nto 8 4 fou-node plane te element. The mateal aumed wth Young modulu E = 1GPa, Poon ato v =.3, A concentc foce wth auto-powe pectal appled at the mddle pont A along vetcal decton at the bottom of the plate a hown n Fg. 1 and all mode dampng ato n =. ae 17 pecfed, the pecbed dynamc te epone contant lmt.5 1. Hee, the paamete.46 and L 1. elected,fg. the optmal topology obtaned by the popoed method. The optmzaton htoe of the weght and the maxmum dynamc te epone fo the tuncated mode numbe 16 ae llutated n Fg. and 3, epectvely. The optmaltopology obtaned by the popoed method hown n Fg. 4. Fg. 1. The ntal tuctue model Fg.. the optmzaton htoy of the topology weght

9 Fg. 3. the optmzaton htoy of the maxmum dynamc te epone Fg. 4. The optmal topology of the plane te plate obtaned by the popoed method 7.Concluon (1A methodology fo the topology optmzaton of contnuum tuctue wth wth dynamc te epone contant popoed fo mnmzng the tuctual weght. Ramp ntepolaton cheme ued to pevent localzed mode,and a vay dynamc epone contant method adopted to make ue that the appoxmate expeon effectve and avod objectve ocllaton phenomenon n optmzaton teaton.the entvty of the dynamc te epone wth epect to the degn vaable deved. (The example ued to pove the valdty and effcency of the popoed method fo the dynamc te epone contant optmzaton poblem,the optmzed topology can tably convege to optmal oluton. The obtaned optmal degn wth pecbed dynamc te epone by the popoed method, wll have a lowe weght than the ntal, gue degn. The popoed contnuum tuctual topologcal optmzaton wth dynamc te epone contant ae effectve, and undeed localzed mode can be pevented.

10 REFERENCES [1] B.Matteo, On an altenatve appoach to te contant elaxaton n topology optmzaton,stuctual and Multdcplnay Optmzaton,Vol.36, pp.15-14, 9. [] Bugg M,Duynx P. Topology optmzaton fo mnmum weght wth complance and te contant. Stuctual Multdcplnay Optmzaton 1; 46: [3] Paí J, Navana F, Colomna I, Cateleo M. Block aggegaton of te contant n topology optmzaton of tuctue. Advance n Engneeng Softwae 1; 41: [4] Le C, Noato J, Bun T, Ha C, Totoell D. Ste-baed topology optmzaton fo contnua. Stuctual Multdcplnay Optmzaton 1; 41:65 6. [5] Rong JH, Zhao ZJ, Xe YM, Y JJ. Topology optmzaton of fnte mla peodc contnuum tuctue baed on a denty exponent ntepolaton model. Compute Modelng n Engneeng and Scence 13; 9(3: [6] Le Shu, Mchael Yu Wang, Zongde Fang, Zhengdong Ma, Peng We, Level et baed tuctual topology optmzaton fo mnmzng fequency epone, Jounal of Sound and Vbaton, 11, 33(4: [7] J.H.Rong, Y.M.Xe, X.Y.Yang, Q.Q.Lang, Topology optmzaton of tuctue unde dynamc epone contant, Jounal of Sound and Vbaton,, 34(: [8] J.H.Rong, Z.L.Tang, Y.M.Xe, F.Y.L, Topologcal optmzaton degn of tuctue unde andom exctaton ung SQP method, Engneeng Stuctue, 13, 56: [9] Yang ZX, Rong JH, Fu JL. Dynamc topology optmzaton of tuctue unde naow-band andom exctaton. J Vb Shock 5;4: [1] Zhang Q, Zhang WH, Zhu JH, Gao T. Layout optmzaton of mult-component tuctue unde tatc load and andom exctaton. Eng Stuct 1;43:1 8.

Detection and Estimation Theory

Detection and Estimation Theory ESE 54 Detecton and Etmaton Theoy Joeph A. O Sullvan Samuel C. Sach Pofeo Electonc Sytem and Sgnal Reeach Laboatoy Electcal and Sytem Engneeng Wahngton Unvety 411 Jolley Hall 314-935-4173 (Lnda anwe) jao@wutl.edu

More information

Solving the Dirac Equation: Using Fourier Transform

Solving the Dirac Equation: Using Fourier Transform McNa Schola Reeach Jounal Volume Atcle Solvng the ac quaton: Ung oue Tanfom Vncent P. Bell mby-rddle Aeonautcal Unvety, Vncent.Bell@my.eau.edu ollow th and addtonal wok at: http://common.eau.edu/na Recommended

More information

CHAPTER 4 TWO-COMMODITY CONTINUOUS REVIEW INVENTORY SYSTEM WITH BULK DEMAND FOR ONE COMMODITY

CHAPTER 4 TWO-COMMODITY CONTINUOUS REVIEW INVENTORY SYSTEM WITH BULK DEMAND FOR ONE COMMODITY Unvety of Petoa etd Van choo C de Wet 6 CHAPTER 4 TWO-COMMODITY CONTINUOU REVIEW INVENTORY YTEM WITH BULK DEMAND FOR ONE COMMODITY A modfed veon of th chapte ha been accepted n Aa-Pacfc Jounal of Opeatonal

More information

Thermodynamics of solids 4. Statistical thermodynamics and the 3 rd law. Kwangheon Park Kyung Hee University Department of Nuclear Engineering

Thermodynamics of solids 4. Statistical thermodynamics and the 3 rd law. Kwangheon Park Kyung Hee University Department of Nuclear Engineering Themodynamcs of solds 4. Statstcal themodynamcs and the 3 d law Kwangheon Pak Kyung Hee Unvesty Depatment of Nuclea Engneeng 4.1. Intoducton to statstcal themodynamcs Classcal themodynamcs Statstcal themodynamcs

More information

The Fuzzy Tracking Control of Output vector of Double Fed Induction Generator DFIG via T S Fuzzy Model

The Fuzzy Tracking Control of Output vector of Double Fed Induction Generator DFIG via T S Fuzzy Model Receved: Augut 25, 2017 113 he Fuzzy ackng Contol of Output vecto of Double Fed Inducton Geneato DFIG va S Fuzzy Model Fouad Abdelmalk 1 * Najat Ouaalne 1 1 aboatoy of Engneeng, Indutal Management and

More information

ANALYSIS OF AXIAL LOADED PILE IN MULTILAYERED SOIL USING NODAL EXACT FINITE ELEMENT MODEL

ANALYSIS OF AXIAL LOADED PILE IN MULTILAYERED SOIL USING NODAL EXACT FINITE ELEMENT MODEL Intenatonal Jounal of GEOMATE, Apl, 8 Vol. 4, Issue 44, pp. -7 Geotec., Const. Mat. & Env., DOI: https://do.og/.66/8.44.785 ISS: 86-98 (Pnt), 86-99 (Onlne), Japan AAYSIS OF AXIA OADED PIE I MUTIAYERED

More information

Exam 1. Sept. 22, 8:00-9:30 PM EE 129. Material: Chapters 1-8 Labs 1-3

Exam 1. Sept. 22, 8:00-9:30 PM EE 129. Material: Chapters 1-8 Labs 1-3 Eam ept., 8:00-9:30 PM EE 9 Mateal: Chapte -8 Lab -3 tandadzaton and Calbaton: Ttaton: ue of tandadzed oluton to detemne the concentaton of an unknown. Rele on a eacton of known tochomet, a oluton wth

More information

COMPLEMENTARY ENERGY METHOD FOR CURVED COMPOSITE BEAMS

COMPLEMENTARY ENERGY METHOD FOR CURVED COMPOSITE BEAMS ultscence - XXX. mcocd Intenatonal ultdscplnay Scentfc Confeence Unvesty of skolc Hungay - pl 06 ISBN 978-963-358-3- COPLEENTRY ENERGY ETHOD FOR CURVED COPOSITE BES Ákos József Lengyel István Ecsed ssstant

More information

If there are k binding constraints at x then re-label these constraints so that they are the first k constraints.

If there are k binding constraints at x then re-label these constraints so that they are the first k constraints. Mathematcal Foundatons -1- Constaned Optmzaton Constaned Optmzaton Ma{ f ( ) X} whee X {, h ( ), 1,, m} Necessay condtons fo to be a soluton to ths mamzaton poblem Mathematcally, f ag Ma{ f ( ) X}, then

More information

3. A Review of Some Existing AW (BT, CT) Algorithms

3. A Review of Some Existing AW (BT, CT) Algorithms 3. A Revew of Some Exstng AW (BT, CT) Algothms In ths secton, some typcal ant-wndp algothms wll be descbed. As the soltons fo bmpless and condtoned tansfe ae smla to those fo ant-wndp, the pesented algothms

More information

RISK ANALYSIS ON THE BASIS OF PARTIAL INFORMATION ABOUT QUANTILES

RISK ANALYSIS ON THE BASIS OF PARTIAL INFORMATION ABOUT QUANTILES L Utkn Augutn RISK ANALYSIS ON HE BASIS OF PARIAL INFORAION ABOU QUANILES (Vol) 2008 Decembe RISK ANALYSIS ON HE BASIS OF PARIAL INFORAION ABOU QUANILES Lev V Utkn Depatment of Compute Scence St Petebug

More information

The Backpropagation Algorithm

The Backpropagation Algorithm The Backpopagaton Algothm Achtectue of Feedfowad Netwok Sgmodal Thehold Functon Contuctng an Obectve Functon Tanng a one-laye netwok by teepet decent Tanng a two-laye netwok by teepet decent Copyght Robet

More information

8 Baire Category Theorem and Uniform Boundedness

8 Baire Category Theorem and Uniform Boundedness 8 Bae Categoy Theoem and Unfom Boundedness Pncple 8.1 Bae s Categoy Theoem Valdty of many esults n analyss depends on the completeness popety. Ths popety addesses the nadequacy of the system of atonal

More information

Density Functional Theory I

Density Functional Theory I Densty Functonal Theoy I cholas M. Hason Depatment of Chemsty Impeal College Lonon & Computatonal Mateals Scence Daesbuy Laboatoy ncholas.hason@c.ac.uk Densty Functonal Theoy I The Many Electon Schönge

More information

Set of square-integrable function 2 L : function space F

Set of square-integrable function 2 L : function space F Set of squae-ntegable functon L : functon space F Motvaton: In ou pevous dscussons we have seen that fo fee patcles wave equatons (Helmholt o Schödnge) can be expessed n tems of egenvalue equatons. H E,

More information

Integral Vector Operations and Related Theorems Applications in Mechanics and E&M

Integral Vector Operations and Related Theorems Applications in Mechanics and E&M Dola Bagayoko (0) Integal Vecto Opeatons and elated Theoems Applcatons n Mechancs and E&M Ι Basc Defnton Please efe to you calculus evewed below. Ι, ΙΙ, andιιι notes and textbooks fo detals on the concepts

More information

Multistage Median Ranked Set Sampling for Estimating the Population Median

Multistage Median Ranked Set Sampling for Estimating the Population Median Jounal of Mathematcs and Statstcs 3 (: 58-64 007 ISSN 549-3644 007 Scence Publcatons Multstage Medan Ranked Set Samplng fo Estmatng the Populaton Medan Abdul Azz Jeman Ame Al-Oma and Kamaulzaman Ibahm

More information

Chapter Fifiteen. Surfaces Revisited

Chapter Fifiteen. Surfaces Revisited Chapte Ffteen ufaces Revsted 15.1 Vecto Descpton of ufaces We look now at the vey specal case of functons : D R 3, whee D R s a nce subset of the plane. We suppose s a nce functon. As the pont ( s, t)

More information

Khintchine-Type Inequalities and Their Applications in Optimization

Khintchine-Type Inequalities and Their Applications in Optimization Khntchne-Type Inequaltes and The Applcatons n Optmzaton Anthony Man-Cho So Depatment of Systems Engneeng & Engneeng Management The Chnese Unvesty of Hong Kong ISDS-Kolloquum Unvestaet Wen 29 June 2009

More information

CFAR BI DETECTOR IN BINOMIAL DISTRIBUTION PULSE JAMMING 1. I. Garvanov. (Submitted by Academician Ivan Popchev on June 23, 2003)

CFAR BI DETECTOR IN BINOMIAL DISTRIBUTION PULSE JAMMING 1. I. Garvanov. (Submitted by Academician Ivan Popchev on June 23, 2003) FA BI EEO I BIOMIAL ISIBUIO PULSE JAMMIG I. Gavanov (Submtted by Academcan Ivan Popchev on June 3, 3) Abtact: In many pactcal tuaton, howeve, the envonment peence of tong pule ammng (PJ) wth hgh ntenty;

More information

ˆ x ESTIMATOR. state vector estimate

ˆ x ESTIMATOR. state vector estimate hapte 9 ontolle Degn wo Independent Step: Feedback Degn ontol Law =- ame all tate ae acceble a lot of eno ae necea Degn of Etmato alo called an Obeve whch etmate the ente tate vecto gven the otpt and npt

More information

Magnetic Flux Density Feedback Control for Permanent Magnetic- Electromagnetic Hybrid Suspension System

Magnetic Flux Density Feedback Control for Permanent Magnetic- Electromagnetic Hybrid Suspension System MATEC Web of Confeence 95, 5 (7 DOI:.5/ atecconf/7955 ICMME 6 Magnetc Flux Denty Feedback Contol fo Peanent Magnetc- Electoagnetc Hybd Supenon Syte Qang CHEN, Je LI, Guanchun LI, Syang ZHOU College of

More information

Machine Learning. Spectral Clustering. Lecture 23, April 14, Reading: Eric Xing 1

Machine Learning. Spectral Clustering. Lecture 23, April 14, Reading: Eric Xing 1 Machne Leanng -7/5 7/5-78, 78, Spng 8 Spectal Clusteng Ec Xng Lectue 3, pl 4, 8 Readng: Ec Xng Data Clusteng wo dffeent ctea Compactness, e.g., k-means, mxtue models Connectvty, e.g., spectal clusteng

More information

Some Approximate Analytical Steady-State Solutions for Cylindrical Fin

Some Approximate Analytical Steady-State Solutions for Cylindrical Fin Some Appoxmate Analytcal Steady-State Solutons fo Cylndcal Fn ANITA BRUVERE ANDRIS BUIIS Insttute of Mathematcs and Compute Scence Unvesty of Latva Rana ulv 9 Rga LV459 LATVIA Astact: - In ths pape we

More information

CS649 Sensor Networks IP Track Lecture 3: Target/Source Localization in Sensor Networks

CS649 Sensor Networks IP Track Lecture 3: Target/Source Localization in Sensor Networks C649 enso etwoks IP Tack Lectue 3: Taget/ouce Localaton n enso etwoks I-Jeng Wang http://hng.cs.jhu.edu/wsn06/ png 006 C 649 Taget/ouce Localaton n Weless enso etwoks Basc Poblem tatement: Collaboatve

More information

Energy in Closed Systems

Energy in Closed Systems Enegy n Closed Systems Anamta Palt palt.anamta@gmal.com Abstact The wtng ndcates a beakdown of the classcal laws. We consde consevaton of enegy wth a many body system n elaton to the nvese squae law and

More information

Event Shape Update. T. Doyle S. Hanlon I. Skillicorn. A. Everett A. Savin. Event Shapes, A. Everett, U. Wisconsin ZEUS Meeting, October 15,

Event Shape Update. T. Doyle S. Hanlon I. Skillicorn. A. Everett A. Savin. Event Shapes, A. Everett, U. Wisconsin ZEUS Meeting, October 15, Event Shape Update A. Eveett A. Savn T. Doyle S. Hanlon I. Skllcon Event Shapes, A. Eveett, U. Wsconsn ZEUS Meetng, Octobe 15, 2003-1 Outlne Pogess of Event Shapes n DIS Smla to publshed pape: Powe Coecton

More information

The Greatest Deviation Correlation Coefficient and its Geometrical Interpretation

The Greatest Deviation Correlation Coefficient and its Geometrical Interpretation By Rudy A. Gdeon The Unvesty of Montana The Geatest Devaton Coelaton Coeffcent and ts Geometcal Intepetaton The Geatest Devaton Coelaton Coeffcent (GDCC) was ntoduced by Gdeon and Hollste (987). The GDCC

More information

Machine Learning 4771

Machine Learning 4771 Machne Leanng 4771 Instucto: Tony Jebaa Topc 6 Revew: Suppot Vecto Machnes Pmal & Dual Soluton Non-sepaable SVMs Kenels SVM Demo Revew: SVM Suppot vecto machnes ae (n the smplest case) lnea classfes that

More information

APPLICATIONS OF SEMIGENERALIZED -CLOSED SETS

APPLICATIONS OF SEMIGENERALIZED -CLOSED SETS Intenatonal Jounal of Mathematcal Engneeng Scence ISSN : 22776982 Volume Issue 4 (Apl 202) http://www.mes.com/ https://stes.google.com/ste/mesounal/ APPLICATIONS OF SEMIGENERALIZED CLOSED SETS G.SHANMUGAM,

More information

PHYS 705: Classical Mechanics. Derivation of Lagrange Equations from D Alembert s Principle

PHYS 705: Classical Mechanics. Derivation of Lagrange Equations from D Alembert s Principle 1 PHYS 705: Classcal Mechancs Devaton of Lagange Equatons fom D Alembet s Pncple 2 D Alembet s Pncple Followng a smla agument fo the vtual dsplacement to be consstent wth constants,.e, (no vtual wok fo

More information

4 SingularValue Decomposition (SVD)

4 SingularValue Decomposition (SVD) /6/00 Z:\ jeh\self\boo Kannan\Jan-5-00\4 SVD 4 SngulaValue Decomposton (SVD) Chapte 4 Pat SVD he sngula value decomposton of a matx s the factozaton of nto the poduct of thee matces = UDV whee the columns

More information

UNIT10 PLANE OF REGRESSION

UNIT10 PLANE OF REGRESSION UIT0 PLAE OF REGRESSIO Plane of Regesson Stuctue 0. Intoducton Ojectves 0. Yule s otaton 0. Plane of Regesson fo thee Vaales 0.4 Popetes of Resduals 0.5 Vaance of the Resduals 0.6 Summay 0.7 Solutons /

More information

Characterizations of Slant Helices. According to Quaternionic Frame

Characterizations of Slant Helices. According to Quaternionic Frame Appled Mathematcal Scence, Vol. 7, 0, no. 75, 79-78 HIKARI Ltd, www.m-hka.com http://dx.do.og/0.988/am.0.557 Chaactezaton of Slant Helce Accodng to Quatenonc Fame Hüeyn KOCAYİĞİT and Beyza Betül PEKACAR

More information

Rigid Bodies: Equivalent Systems of Forces

Rigid Bodies: Equivalent Systems of Forces Engneeng Statcs, ENGR 2301 Chapte 3 Rgd Bodes: Equvalent Sstems of oces Intoducton Teatment of a bod as a sngle patcle s not alwas possble. In geneal, the se of the bod and the specfc ponts of applcaton

More information

A NOVEL DWELLING TIME DESIGN METHOD FOR LOW PROBABILITY OF INTERCEPT IN A COMPLEX RADAR NETWORK

A NOVEL DWELLING TIME DESIGN METHOD FOR LOW PROBABILITY OF INTERCEPT IN A COMPLEX RADAR NETWORK Z. Zhang et al., Int. J. of Desgn & Natue and Ecodynamcs. Vol. 0, No. 4 (205) 30 39 A NOVEL DWELLING TIME DESIGN METHOD FOR LOW PROBABILITY OF INTERCEPT IN A COMPLEX RADAR NETWORK Z. ZHANG,2,3, J. ZHU

More information

Hierarchical Intelligent Sliding Mode Control: Application to Stepper Motors

Hierarchical Intelligent Sliding Mode Control: Application to Stepper Motors Heachcal Intellgent Sldng Mode Contol: Applcaton to Steppe Moto Benado Rncon Maque Aleande G Louanov and Edga N Sanche Membe IEEE Abtact: In th pape one method of obut contol baed on ldng mode and fuy

More information

Theo K. Dijkstra. Faculty of Economics and Business, University of Groningen, Nettelbosje 2, 9747 AE Groningen THE NETHERLANDS

Theo K. Dijkstra. Faculty of Economics and Business, University of Groningen, Nettelbosje 2, 9747 AE Groningen THE NETHERLANDS RESEARCH ESSAY COSISE PARIAL LEAS SQUARES PAH MODELIG heo K. Djksta Faculty of Economcs and Busness, Unvesty of Gonngen, ettelbosje, 9747 AE Gonngen HE EHERLADS {t.k.djksta@ug.nl} Jög Hensele Faculty of

More information

Chapter 12 Equilibrium and Elasticity

Chapter 12 Equilibrium and Elasticity Chapte 12 Equlbum and Elastcty In ths chapte we wll defne equlbum and fnd the condtons needed so that an object s at equlbum. We wll then apply these condtons to a vaety of pactcal engneeng poblems of

More information

Effects of Rotor Air-gap Eccentricity on the Power Factor of Squirrel Cage Induction Machines

Effects of Rotor Air-gap Eccentricity on the Power Factor of Squirrel Cage Induction Machines Effect of Roto A-gap Eccentcty on the Powe Facto of Squel Cage Inducton Machne H. Mehgn-Kelk, J. Mlmonfaed Electc Machne and Dve Laboatoy Depament of Electcal Engneeng Amkab Unvety of echnology ehan 594,

More information

Excellent web site with information on various methods and numerical codes for scattering by nonspherical particles:

Excellent web site with information on various methods and numerical codes for scattering by nonspherical particles: Lectue 5. Lght catteng and abopton by atmophec patcuate. at 3: Scatteng and abopton by nonpheca patce: Ray-tacng, T- Matx, and FDTD method. Objectve:. Type of nonpheca patce n the atmophee.. Ray-tacng

More information

1. A body will remain in a state of rest, or of uniform motion in a straight line unless it

1. A body will remain in a state of rest, or of uniform motion in a straight line unless it Pncples of Dnamcs: Newton's Laws of moton. : Foce Analss 1. A bod wll eman n a state of est, o of unfom moton n a staght lne unless t s acted b etenal foces to change ts state.. The ate of change of momentum

More information

Inference for A One Way Factorial Experiment. By Ed Stanek and Elaine Puleo

Inference for A One Way Factorial Experiment. By Ed Stanek and Elaine Puleo Infeence fo A One Way Factoial Expeiment By Ed Stanek and Elaine Puleo. Intoduction We develop etimating equation fo Facto Level mean in a completely andomized one way factoial expeiment. Thi development

More information

4 Recursive Linear Predictor

4 Recursive Linear Predictor 4 Recusve Lnea Pedcto The man objectve of ths chapte s to desgn a lnea pedcto wthout havng a po knowledge about the coelaton popetes of the nput sgnal. In the conventonal lnea pedcto the known coelaton

More information

An Approach to Inverse Fuzzy Arithmetic

An Approach to Inverse Fuzzy Arithmetic An Appoach to Invese Fuzzy Athmetc Mchael Hanss Insttute A of Mechancs, Unvesty of Stuttgat Stuttgat, Gemany mhanss@mechaun-stuttgatde Abstact A novel appoach of nvese fuzzy athmetc s ntoduced to successfully

More information

A. Thicknesses and Densities

A. Thicknesses and Densities 10 Lab0 The Eath s Shells A. Thcknesses and Denstes Any theoy of the nteo of the Eath must be consstent wth the fact that ts aggegate densty s 5.5 g/cm (ecall we calculated ths densty last tme). In othe

More information

Optimization Methods: Linear Programming- Revised Simplex Method. Module 3 Lecture Notes 5. Revised Simplex Method, Duality and Sensitivity analysis

Optimization Methods: Linear Programming- Revised Simplex Method. Module 3 Lecture Notes 5. Revised Simplex Method, Duality and Sensitivity analysis Optmzaton Meods: Lnea Pogammng- Revsed Smple Meod Module Lectue Notes Revsed Smple Meod, Dualty and Senstvty analyss Intoducton In e pevous class, e smple meod was dscussed whee e smple tableau at each

More information

The Forming Theory and the NC Machining for The Rotary Burs with the Spectral Edge Distribution

The Forming Theory and the NC Machining for The Rotary Burs with the Spectral Edge Distribution oden Appled Scence The Fomn Theoy and the NC achnn fo The Rotay us wth the Spectal Ede Dstbuton Huan Lu Depatment of echancal Enneen, Zhejan Unvesty of Scence and Technoloy Hanzhou, c.y. chan, 310023,

More information

Efficiency of the principal component Liu-type estimator in logistic

Efficiency of the principal component Liu-type estimator in logistic Effcency of the pncpal component Lu-type estmato n logstc egesson model Jbo Wu and Yasn Asa 2 School of Mathematcs and Fnance, Chongqng Unvesty of Ats and Scences, Chongqng, Chna 2 Depatment of Mathematcs-Compute

More information

Part V: Velocity and Acceleration Analysis of Mechanisms

Part V: Velocity and Acceleration Analysis of Mechanisms Pat V: Velocty an Acceleaton Analyss of Mechansms Ths secton wll evew the most common an cuently pactce methos fo completng the knematcs analyss of mechansms; escbng moton though velocty an acceleaton.

More information

State Feedback Controller Design via Takagi- Sugeno Fuzzy Model : LMI Approach

State Feedback Controller Design via Takagi- Sugeno Fuzzy Model : LMI Approach State Feedback Contolle Desgn va akag- Sugeno Fuzzy Model : LMI Appoach F. Khabe, K. Zeha, and A. Hamzaou Abstact In ths pape, we ntoduce a obust state feedback contolle desgn usng Lnea Matx Inequaltes

More information

Generating Functions, Weighted and Non-Weighted Sums for Powers of Second-Order Recurrence Sequences

Generating Functions, Weighted and Non-Weighted Sums for Powers of Second-Order Recurrence Sequences Geneatng Functons, Weghted and Non-Weghted Sums fo Powes of Second-Ode Recuence Sequences Pantelmon Stăncă Aubun Unvesty Montgomey, Depatment of Mathematcs Montgomey, AL 3614-403, USA e-mal: stanca@studel.aum.edu

More information

Dynamic Performance, System Identification and Sensitivity Analysis of the Ladder Tracks. Ontario, Canada

Dynamic Performance, System Identification and Sensitivity Analysis of the Ladder Tracks. Ontario, Canada Dynamc Pefomance, System Identfcaton and Senstvty Analyss of the adde Tacks D. Younesan 1, S. Mohammadzadeh 1, E. Esmalzadeh 1 School of Ralway Engneeng, Ian Unvesty of Scence and Technology, Tehan, Ian,

More information

EE 5337 Computational Electromagnetics (CEM)

EE 5337 Computational Electromagnetics (CEM) 7//28 Instucto D. Raymond Rumpf (95) 747 6958 cumpf@utep.edu EE 5337 Computatonal Electomagnetcs (CEM) Lectue #6 TMM Extas Lectue 6These notes may contan copyghted mateal obtaned unde fa use ules. Dstbuton

More information

Small signal analysis

Small signal analysis Small gnal analy. ntroducton Let u conder the crcut hown n Fg., where the nonlnear retor decrbed by the equaton g v havng graphcal repreentaton hown n Fg.. ( G (t G v(t v Fg. Fg. a D current ource wherea

More information

Distinct 8-QAM+ Perfect Arrays Fanxin Zeng 1, a, Zhenyu Zhang 2,1, b, Linjie Qian 1, c

Distinct 8-QAM+ Perfect Arrays Fanxin Zeng 1, a, Zhenyu Zhang 2,1, b, Linjie Qian 1, c nd Intenatonal Confeence on Electcal Compute Engneeng and Electoncs (ICECEE 15) Dstnct 8-QAM+ Pefect Aays Fanxn Zeng 1 a Zhenyu Zhang 1 b Lnje Qan 1 c 1 Chongqng Key Laboatoy of Emegency Communcaton Chongqng

More information

Chapter 23: Electric Potential

Chapter 23: Electric Potential Chapte 23: Electc Potental Electc Potental Enegy It tuns out (won t show ths) that the tostatc foce, qq 1 2 F ˆ = k, s consevatve. 2 Recall, fo any consevatve foce, t s always possble to wte the wok done

More information

Analytical and Numerical Solutions for a Rotating Annular Disk of Variable Thickness

Analytical and Numerical Solutions for a Rotating Annular Disk of Variable Thickness Appled Mathematcs 00 43-438 do:0.436/am.00.5057 Publshed Onlne Novembe 00 (http://www.scrp.og/jounal/am) Analytcal and Numecal Solutons fo a Rotatng Annula Ds of Vaable Thcness Abstact Ashaf M. Zenou Daoud

More information

Optimization Algorithms for System Integration

Optimization Algorithms for System Integration Optmzaton Algothms fo System Integaton Costas Papadmtou 1, a and Evaggelos totsos 1,b 1 Unvesty of hessaly, Depatment of Mechancal and Industal Engneeng, Volos 38334, Geece a costasp@uth.g, b entotso@uth.g

More information

q-bernstein polynomials and Bézier curves

q-bernstein polynomials and Bézier curves Jounal of Computatonal and Appled Mathematcs 151 (2003) 1-12 q-bensten polynomals and Béze cuves Hall Ouç a, and Geoge M. Phllps b a Depatment of Mathematcs, Dokuz Eylül Unvesty Fen Edebyat Fakültes, Tınaztepe

More information

Scalars and Vectors Scalar

Scalars and Vectors Scalar Scalas and ectos Scala A phscal quantt that s completel chaacteed b a eal numbe (o b ts numecal value) s called a scala. In othe wods a scala possesses onl a magntude. Mass denst volume tempeatue tme eneg

More information

Modelling of tangential vibrations in cylindrical grinding contact with regenerative chatter

Modelling of tangential vibrations in cylindrical grinding contact with regenerative chatter Modellng of tangental vbatons n cylndcal gndng contact wth egeneatve chatte Vel-Matt ävenpää, Lhong Yuan, Hessam Kalbas Shavan and asal Mehmood ampee Unvesty of echnology epatment of Engneeng esgn P.O.Bo

More information

Root Locus Techniques

Root Locus Techniques Root Locu Technque ELEC 32 Cloed-Loop Control The control nput u t ynthezed baed on the a pror knowledge of the ytem plant, the reference nput r t, and the error gnal, e t The control ytem meaure the output,

More information

Physics 11b Lecture #2. Electric Field Electric Flux Gauss s Law

Physics 11b Lecture #2. Electric Field Electric Flux Gauss s Law Physcs 11b Lectue # Electc Feld Electc Flux Gauss s Law What We Dd Last Tme Electc chage = How object esponds to electc foce Comes n postve and negatve flavos Conseved Electc foce Coulomb s Law F Same

More information

Tian Zheng Department of Statistics Columbia University

Tian Zheng Department of Statistics Columbia University Haplotype Tansmsson Assocaton (HTA) An "Impotance" Measue fo Selectng Genetc Makes Tan Zheng Depatment of Statstcs Columba Unvesty Ths s a jont wok wth Pofesso Shaw-Hwa Lo n the Depatment of Statstcs at

More information

Cohen Macaulay Rings Associated with Digraphs

Cohen Macaulay Rings Associated with Digraphs JOURNAL OF ALGEBRA 206, 541554 1998 ARTICLE NO. JA987449 CohenMacaulay Rng Aocated wth Dgaph Kazufum Eto Depatment of Mathematc, Nppon Inttute of Technology, Satama, Japan Communcated by Cag Hunee Receved

More information

Physics 2A Chapter 11 - Universal Gravitation Fall 2017

Physics 2A Chapter 11 - Universal Gravitation Fall 2017 Physcs A Chapte - Unvesal Gavtaton Fall 07 hese notes ae ve pages. A quck summay: he text boxes n the notes contan the esults that wll compse the toolbox o Chapte. hee ae thee sectons: the law o gavtaton,

More information

Queuing Network Approximation Technique for Evaluating Performance of Computer Systems with Input to Terminals

Queuing Network Approximation Technique for Evaluating Performance of Computer Systems with Input to Terminals 6th Intenatonal Confeence on Chemcal Agcultual Envonmental and Bologcal cence CAEB-7 Dec. 7-8 07 Pa Fance ueung Netwo Appoxmaton Technque fo Evaluatng Pefomance of Compute ytem wth Input to Temnal Ha Yoh

More information

THE REGRESSION MODEL OF TRANSMISSION LINE ICING BASED ON NEURAL NETWORKS

THE REGRESSION MODEL OF TRANSMISSION LINE ICING BASED ON NEURAL NETWORKS The 4th Intenatonal Wokshop on Atmosphec Icng of Stuctues, Chongqng, Chna, May 8 - May 3, 20 THE REGRESSION MODEL OF TRANSMISSION LINE ICING BASED ON NEURAL NETWORKS Sun Muxa, Da Dong*, Hao Yanpeng, Huang

More information

Experimental study on parameter choices in norm-r support vector regression machines with noisy input

Experimental study on parameter choices in norm-r support vector regression machines with noisy input Soft Comput 006) 0: 9 3 DOI 0.007/s00500-005-0474-z ORIGINAL PAPER S. Wang J. Zhu F. L. Chung Hu Dewen Expemental study on paamete choces n nom- suppot vecto egesson machnes wth nosy nput Publshed onlne:

More information

International Journal of Pure and Applied Sciences and Technology

International Journal of Pure and Applied Sciences and Technology Int. J. Pue Appl. Sc. Technol., 9( (, pp. -8 Intenatonal Jounal of Pue and Appled Scences and Technology ISSN 9-67 Avalable onlne at www.jopaasat.n Reseach Pape Soluton of a Pobablstc Inventoy Model wth

More information

Vibration Input Identification using Dynamic Strain Measurement

Vibration Input Identification using Dynamic Strain Measurement Vbaton Input Identfcaton usng Dynamc Stan Measuement Takum ITOFUJI 1 ;TakuyaYOSHIMURA ; 1, Tokyo Metopoltan Unvesty, Japan ABSTRACT Tansfe Path Analyss (TPA) has been conducted n ode to mpove the nose

More information

Minimal Cut and Minimal Path Vectors in Reliability Analysis of Binary- and Multi-State Systems

Minimal Cut and Minimal Path Vectors in Reliability Analysis of Binary- and Multi-State Systems Mnmal Cut and Mnmal Pat Vecto n Relablty Analy of Bnay- and Mult-State Sytem Molav Kvaay Elena Zateva and Vtaly Levaenko Faculty of Management Scence and Infomatc Unvety of Zlna Unveztna 85/ 6 Zlna Slovaka

More information

19 The Born-Oppenheimer Approximation

19 The Born-Oppenheimer Approximation 9 The Bon-Oppenheme Appoxmaton The full nonelatvstc Hamltonan fo a molecule s gven by (n a.u.) Ĥ = A M A A A, Z A + A + >j j (883) Lets ewte the Hamltonan to emphasze the goal as Ĥ = + A A A, >j j M A

More information

Chapter 8. Linear Momentum, Impulse, and Collisions

Chapter 8. Linear Momentum, Impulse, and Collisions Chapte 8 Lnea oentu, Ipulse, and Collsons 8. Lnea oentu and Ipulse The lnea oentu p of a patcle of ass ovng wth velocty v s defned as: p " v ote that p s a vecto that ponts n the sae decton as the velocty

More information

Learning the structure of Bayesian belief networks

Learning the structure of Bayesian belief networks Lectue 17 Leanng the stuctue of Bayesan belef netwoks Mlos Hauskecht mlos@cs.ptt.edu 5329 Sennott Squae Leanng of BBN Leanng. Leanng of paametes of condtonal pobabltes Leanng of the netwok stuctue Vaables:

More information

SLIDING MODE APPLICATION IN SPEED SENSORLESS TORQUE CONTROL OF AN INDUCTION MOTOR

SLIDING MODE APPLICATION IN SPEED SENSORLESS TORQUE CONTROL OF AN INDUCTION MOTOR Copyght IFAC 15th ennal Wol Conge, Bacelona, Span SLIDING MODE APPLICAION IN SPEED SENSORLESS ORQUE CONROL OF AN INDUCION MOOR Kael Jezenk 1, Man Roč 1, Af Šabanovć 1 Unvety of Mabo, Faculty of Electcal

More information

ISSN International Journal of Advanced Research (2014), Volume 2, Issue 4, RESEARCH ARTICLE

ISSN International Journal of Advanced Research (2014), Volume 2, Issue 4, RESEARCH ARTICLE ISSN 3-547 Intenatonal Jounal of Advanced Reeach (14), Volume, Iue 4, 474-483 Jounal homepage: http://www.jounalja.com INTERNATIONA JOURNA OF ADVANCED RESEARCH RESEARCH ARTICE Effcency Impovement of Thee

More information

Engineering Mechanics. Force resultants, Torques, Scalar Products, Equivalent Force systems

Engineering Mechanics. Force resultants, Torques, Scalar Products, Equivalent Force systems Engneeng echancs oce esultants, Toques, Scala oducts, Equvalent oce sstems Tata cgaw-hll Companes, 008 Resultant of Two oces foce: acton of one bod on anothe; chaacteed b ts pont of applcaton, magntude,

More information

V. Principles of Irreversible Thermodynamics. s = S - S 0 (7.3) s = = - g i, k. "Flux": = da i. "Force": = -Â g a ik k = X i. Â J i X i (7.

V. Principles of Irreversible Thermodynamics. s = S - S 0 (7.3) s = = - g i, k. Flux: = da i. Force: = -Â g a ik k = X i. Â J i X i (7. Themodynamcs and Knetcs of Solds 71 V. Pncples of Ievesble Themodynamcs 5. Onsage s Teatment s = S - S 0 = s( a 1, a 2,...) a n = A g - A n (7.6) Equlbum themodynamcs detemnes the paametes of an equlbum

More information

Structural Damage Identification Based on Substructure Sensitivity and l 1 Sparse Regularization

Structural Damage Identification Based on Substructure Sensitivity and l 1 Sparse Regularization Cvl Stuctual Health Montong Wokshop (CSHM-4) - Poste 1 Stuctual Damage Identfcaton Based on Substuctue Senstvty and l 1 Spase Regulazaton Yuequan BAO *, Shume ZHOU *, Hu LI * *, **, Jnpng OU * School of

More information

SOME NEW SELF-DUAL [96, 48, 16] CODES WITH AN AUTOMORPHISM OF ORDER 15. KEYWORDS: automorphisms, construction, self-dual codes

SOME NEW SELF-DUAL [96, 48, 16] CODES WITH AN AUTOMORPHISM OF ORDER 15. KEYWORDS: automorphisms, construction, self-dual codes Факултет по математика и информатика, том ХVІ С, 014 SOME NEW SELF-DUAL [96, 48, 16] CODES WITH AN AUTOMORPHISM OF ORDER 15 NIKOLAY I. YANKOV ABSTRACT: A new method fo constuctng bnay self-dual codes wth

More information

This is a repository copy of Backstepping control design with actuator torque bound for spacecraft attitude maneuver.

This is a repository copy of Backstepping control design with actuator torque bound for spacecraft attitude maneuver. h a epotoy copy of Backteppng contol degn wth actuato toque bound fo pacecaft atttude maneuve. Whte Roe Reeach Onlne URL fo th pape: http://epnt.whteoe.ac.uk/874/ Veon: Accepted Veon Atcle: Al, I, Radce,

More information

Stability Analysis of Simultaneous Estimation of Speed and Stator Resistance for Sensorless Induction Motor Drives

Stability Analysis of Simultaneous Estimation of Speed and Stator Resistance for Sensorless Induction Motor Drives Poceedng of the 4 th Intenatonal Mddle Eat Powe yte Confeence (MEPCON 0), Cao Unvety, Egypt, Decebe 9-, 00, Pape ID 80. tablty Analy of ultaneou Etaton of peed and tato Retance fo enole Inducton Moto Dve

More information

Slide 1. Quantum Mechanics: the Practice

Slide 1. Quantum Mechanics: the Practice Slde Quantum Mecancs: te Pactce Slde Remnde: Electons As Waves Wavelengt momentum = Planck? λ p = = 6.6 x 0-34 J s Te wave s an exctaton a vbaton: We need to know te ampltude of te exctaton at evey pont

More information

Observer Design for Takagi-Sugeno Descriptor System with Lipschitz Constraints

Observer Design for Takagi-Sugeno Descriptor System with Lipschitz Constraints Intenatonal Jounal of Instumentaton and Contol Systems (IJICS) Vol., No., Apl Obseve Desgn fo akag-sugeno Descpto System wth Lpschtz Constants Klan Ilhem,Jab Dalel, Bel Hadj Al Saloua and Abdelkm Mohamed

More information

ON THE FRESNEL SINE INTEGRAL AND THE CONVOLUTION

ON THE FRESNEL SINE INTEGRAL AND THE CONVOLUTION IJMMS 3:37, 37 333 PII. S16117131151 http://jmms.hndaw.com Hndaw Publshng Cop. ON THE FRESNEL SINE INTEGRAL AND THE CONVOLUTION ADEM KILIÇMAN Receved 19 Novembe and n evsed fom 7 Mach 3 The Fesnel sne

More information

Study on Vibration Response Reduction of Bladed Disk by Use of Asymmetric Vane Spacing (Study on Response Reduction of Mistuned Bladed Disk)

Study on Vibration Response Reduction of Bladed Disk by Use of Asymmetric Vane Spacing (Study on Response Reduction of Mistuned Bladed Disk) Intenatonal Jounal of Gas ubne, Populson and Powe Systems Febuay 0, Volume 4, Numbe Study on Vbaton Response Reducton of Bladed Dsk by Use of Asymmetc Vane Spacng (Study on Response Reducton of Mstuned

More information

INTRODUCTION. consider the statements : I there exists x X. f x, such that. II there exists y Y. such that g y

INTRODUCTION. consider the statements : I there exists x X. f x, such that. II there exists y Y. such that g y INRODUCION hs dssetaton s the eadng of efeences [1], [] and [3]. Faas lemma s one of the theoems of the altenatve. hese theoems chaacteze the optmalt condtons of seveal mnmzaton poblems. It s nown that

More information

Measurement of the normal acoustic impedance using beamforming method

Measurement of the normal acoustic impedance using beamforming method Jounal of Mechancal Scence and Technology 3 (9) 169~178 Jounal of Mechancal Scence and Technology www.spngeln.com/content/1738-494x DOI 1.17/s16-9-435-z Measuement of the nomal acoustc mpedance usng beamfomng

More information

Accurate Evaluation Schemes for Triangular Domain Integrals

Accurate Evaluation Schemes for Triangular Domain Integrals IOSR Jounal of Mechancal and Cvl Engneeng (IOSRJMCE) ISSN : 78-68 Volume, Issue 6 (Sep-Oct 0), PP 38-5 Accuate Evaluaton Schemes fo Tangula Doman Integals Fazana Hussan, M. S. Kam, (Depatment of Mathematc

More information

Improvements on Waring s Problem

Improvements on Waring s Problem Improvement on Warng Problem L An-Png Bejng, PR Chna apl@nacom Abtract By a new recurve algorthm for the auxlary equaton, n th paper, we wll gve ome mprovement for Warng problem Keyword: Warng Problem,

More information

Exact Simplification of Support Vector Solutions

Exact Simplification of Support Vector Solutions Jounal of Machne Leanng Reseach 2 (200) 293-297 Submtted 3/0; Publshed 2/0 Exact Smplfcaton of Suppot Vecto Solutons Tom Downs TD@ITEE.UQ.EDU.AU School of Infomaton Technology and Electcal Engneeng Unvesty

More information

LINEAR MOMENTUM. product of the mass m and the velocity v r of an object r r

LINEAR MOMENTUM. product of the mass m and the velocity v r of an object r r LINEAR MOMENTUM Imagne beng on a skateboad, at est that can move wthout cton on a smooth suace You catch a heavy, slow-movng ball that has been thown to you you begn to move Altenatvely you catch a lght,

More information

Chapter 12. Ordinary Differential Equation Boundary Value (BV) Problems

Chapter 12. Ordinary Differential Equation Boundary Value (BV) Problems Chapter. Ordnar Dfferental Equaton Boundar Value (BV) Problems In ths chapter we wll learn how to solve ODE boundar value problem. BV ODE s usuall gven wth x beng the ndependent space varable. p( x) q(

More information

Observer Based Parallel IM Speed and Parameter Estimation

Observer Based Parallel IM Speed and Parameter Estimation SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol. 11, No. 3, Octobe 2014, 501-521 UDC: 621.313.333-253:519.853 DOI: 10.2298/SJEE1403501S Obeve Baed Paallel IM Speed and Paamete Etmaton Saša Skoko 1, Dako

More information

LASER ABLATION ICP-MS: DATA REDUCTION

LASER ABLATION ICP-MS: DATA REDUCTION Lee, C-T A Lase Ablaton Data educton 2006 LASE ABLATON CP-MS: DATA EDUCTON Cn-Ty A. Lee 24 Septembe 2006 Analyss and calculaton of concentatons Lase ablaton analyses ae done n tme-esolved mode. A ~30 s

More information

A REAL-SPACE MODAL ANALYSIS METHOD FOR NON- PROPORTIONAL DAMPED STRUCTURES

A REAL-SPACE MODAL ANALYSIS METHOD FOR NON- PROPORTIONAL DAMPED STRUCTURES ECCOMAS Congess 6 VII Euopean Congess on Computatonal Methods n Appled Scences and Engneeng M. Papadakaks, V. Papadopoulos, G. Stefanou, V. Plevs eds. Cete Island, Geece, 5 June 6 A REAL-SPACE MODAL ANALYSIS

More information

Abstract. (Under the direction of Dr. Russell E. King and Dr. Thom J. Hodgson)

Abstract. (Under the direction of Dr. Russell E. King and Dr. Thom J. Hodgson) Abtact WEI, WENBIN. Quantfyng Shaed Infomaton Value n a Supply Chan Ung Decentalzed Makov Decon Pocee wth Retcted Obevaton. (Unde the decton of D. Ruell E. Kng and D. Thom J. Hodgon) Infomaton hang n a

More information

728. Mechanical and electrical elements in reduction of vibrations

728. Mechanical and electrical elements in reduction of vibrations 78. Mechancal and electrcal element n reducton of vbraton Katarzyna BIAŁAS The Slean Unverty of Technology, Faculty of Mechancal Engneerng Inttute of Engneerng Procee Automaton and Integrated Manufacturng

More information