Regional Stability Analysis of Rotor-Ball Bearing and Rotor- Roller Bearing Systems Considering Switching Phenomena

Size: px
Start display at page:

Download "Regional Stability Analysis of Rotor-Ball Bearing and Rotor- Roller Bearing Systems Considering Switching Phenomena"

Transcription

1 ternational Journal of Mehanial, Aeropae, dutrial, Mehatroni and Manufaturing Engineering Vol:6, o:3, Regional Stability Analyi of Rotor-all earing and Rotor- Roller earing Sytem Conidering Swithing Phenomena Jafar Abbazadeh Chekan, Kaveh Merat, Haan Zohoor ternational Siene dex, Mehanial and Mehatroni Engineering Vol:6, o:3, waet.org/publiation/3888 Abtrat thi tudy the regional tability of a rotor ytem whih i upported on rolling bearing with radial learane i tudied. The rotor i aumed to be rigid. Due to radial learane of bearing and dynami onfiguration of ytem, eah rolling element of bearing ha the poibility to be in ontat with both of the rae (under ompreion) or loe it ontat. A a reult, thi hange in dynami of the ytem make it to be known a withing ytem whih i a type of Hybrid ytem. thi invetigation by adopting Multiple Lyapunov Funtion theorem and uing Hamiltonian funtion a a andidate Lyapunov funtion, the tability of the ytem i tudied. The purpoe of thi tudy i to inpet the regional tability of rotor-roller bearing and rotor-ball bearing ytem. Keyword Stability analyi, Rotor-rolling bearing ytem, Swithing ytem, Multiple Lyapunov Funtion Method I. ITRODUCTIO OTORDYAMICS i an important field of tudy in R dynamial ytem. eaue of demand for rotary mahine with high peed uh a turbine, pump, fan, pindle mahine and o on, the dynami and tability analyi of thi type of ytem are onidered over a hundred year. A ome of the rotor ytem are upported by rolling bearing with radial learane, the tability analyi of uh ytem an be helpful in the orreponding area of the indutry. The dynami equation of rotor-bearing ytem are motly ompliated with high nonlinearity; a a reult, the analytial olution for thee equation i ophitiated and in ome ae i impoible to obtain; therefore, it i neeary to ue the tability riteria uh a Lyapunov theory, Routh- Hurwitz method or Floquet theory to analyze the tability of rotor-bearing ytem. The bearing play an intrumental role in the dynami of rotor bearing ytem. Hene, invetigation are done in analyzing the effet of the bearing parameter uh a tiffne and damping oeffiient on the tability region of the rotor-bearing ytem. [] tudied the effet of bearing parameter on the tability of the rigid rotor ytem. their tudy they applied Routh-Hurwitz riterion to tudy the J. Abbazadeh Chekan, Department of Mehanial Engineering, Sharif Univerity of Tehnology, Tehran, Iran. ( afar.abbazadeh@gmail.om). K. Merat, Department of Mehanial Engineering, Sharif Univerity of Tehnology, Tehran, Iran. ( k_merat@meh.harif.edu). H. Zohoor, Prof., Department of Mehanial Engineering, Sharif Univerity of Tehnology, Tehran, Iran. (orreponding author to provide phone: ; fax: ; zohoor@harif.edu). influene of prinipal and ro-oupling tiffne and damping oeffiient on the tability region of the ytem. addition, [] tudied the tability of a rigid rotating haft, upported by bearing idential to ref [] but uing the Lyapunov riterion, and obtained the imilar reult to their previou work. Furthermore, in another invetigation [3] tudied the tability of a rotor ytem whih inlude elati haft and i upported on the bearing with nonlinear parameter. Lyapunov riterion i employed in hi invetigation and the Hamiltonian funtion i onidered a Lyapunov andidate funtion. Finally, the influene of haft parameter uh a Yung Elati modulu and bearing parameter are tudied in [3]. the above mentioned reearhe the bearing are aumed a ideal boundary ondition uh a imple pring and damper whih are not appropriate model for rolling bearing. a work by [4], a more preie mathematial model of rolling bearing i developed. their work the bearing i modeled by Hertzian ontat theory for eah of rolling element, onidering the radial learane, the bearing fore and moment. ome other tudie uh a [, 6] the nonlinear dynami of a rotor with ball bearing having radial learane i alo invetigated. A the rotor ytem with the rolling bearing whih have radial learane exhibit withing behavior aoiated with the ontat of the rolling element with the rae of the bearing, it fall into the ategory of hybrid ytem. The hybrid ytem ombine ontinuou dynami, repreented by differential or differene equation, with finite tate dynami uually alled finite automaton. A peial la of thee ytem i withed ytem whih are onidered in our model. The withed ytem model onit of finite differential equation ome rule deignate whih one i the governing differential equation at any time interval. So in order to invetigate the tability of thi bearing model, one hould extend tability theorem for withed ytem whih are briefly diued below. The tability of withed ytem ha been widely been invetigated, but only ome of the more relevant are ummarized. [7, 8] introdued Multiple Lyapunov funtion to tudy the tability of withed ytem. [9] Hepanha tudied uniform tability for linear withed ytem by extending the LaSalle' variane Priniple whih i alo baed on Multiple Lyapunov funtion method. Alo finding one ommon Lyapunov funtion for proof of tability i implemented in [] by uing Lie-Algebra. The tability of withed linear ytem having diipative Hamiltonian are alo ternational Sholarly and Sientifi Reearh & novation 6(3) 68

2 ternational Journal of Mehanial, Aeropae, dutrial, Mehatroni and Manufaturing Engineering Vol:6, o:3, ternational Siene dex, Mehanial and Mehatroni Engineering Vol:6, o:3, waet.org/publiation/3888 invetigated under ertain withing equene related to power-onverter with ideal withing in Gerriten, K., A. Van der Shaft, and W. Heemel invetigation []. Similarly Zhu, L. and Y. Wang [], inpet the tability of withed diipative Hamiltonian ytem under arbitrary withing path. oth artile [, ] hoe their diipative Hamiltonian funtion a their repetive Multi-Lyapunov funtion to onider the aymptoti tability of ytem. Our tability proof i imilar to thoe in [, ] but lightly different beaue of lak of diipation in our ytem whih lead to invetigation of regional tability for uh ytem. Here, the tability region i defined a a region that ytem tate never leave if the initial ondition i in predefined et. thi tudy the rotor inlude a haft whih i aumed to be rigid and i upported on two rolling bearing (either roller bearing or ball bearing). Alo, in dynami modeling, it i aumed that the ytem ha two tranlational Degree of Freedom (-DOF). The mathematial formulation i preented in Setion II. Setion IIII by adopting the Multiple Lyapunov Funtion theorem and uing Hamiltonian funtion a a andidate Lyapunov funtion, the regional tability of the ytem i tudied onidering withing in ytem dynami. Furthermore in Setion IV the effet of load-tiffne parameter and rotor peed on regional tability of roller bearing and ball bearing will be invetigated, and ome numerial olution are preented to how the relation between the olution traetory and the dedued regional tability. II. PROCEDURE FOR PAPER SUMISSIO A it an be een in Fig., the rotor ytem under tudy ontain rigid haft whih i upported by two rolling bearing. Here, two ae are onidered for modeling, in the firt ae the ytem bearing are onidered to be ball bearing type and in the eond ae, the bearing are aumed to be roller bearing. Fig. The hemati diagram of rotor bearing ytem Some aumption whih are inluded in thi tudy are: the haft i onidered to be rigid, traight, ymmetri and balane, the bearing are uppoed to be fritionle. Furthermore, it i aumed that the haft ha two tranlational degree of freedom in x, y diretion depited in Fig.. Firt, in thi etion the kineti energy term of the ytem will be evaluated and at the next tep the elati deformation energy of both type of bearing will be alulated, to extrat the Hamiltoniann Funtion of rotor bearing ytem. A. Kinemati Analyi thi tudy two oordinate ytem are onidered. The firt oordinate ytem, XYZ i global oordinate ytem whih i loated at ma enter of the rotor and it Z axi i along with the enter line of the bearing outer rae and haft rotate with rotation peed Ω around the Z axe. The eond oordinate ytemm xyz i onidered to be attahed to the rotor at the ma enter point and it unit vetor are introdued by i,, and k. eaue of radial learane and elati harateriti of the rolling element of bearing, the haft an have diplaement in perpendiular diretion, o thi diplaement x and y are onidered to be along i, diretion o, thee poition of ma enter of rotor, r, an be written a: r xi y () r Differentiatingg () with repet to time, the veloity vetor i r : x yi y x () y onideringg that m i the ma of the rotor and I p i the rotor moment of inertia along the Z axe, the kineti energy of the ytem ann be omputed a: T m x y y x I p (3). Modeling earing thi tudy, the ytem i modeled with two type of bearing; roller bearing and ball bearing. The hemati figure of the bearing are hown in Fig., Fig. how the angular poition of -th rolling element for both type of bearing,, Fig. (b) and () repreent the elati deformation of -th roller element in the roller bearing and ball element in the ball bearing repetively. order to obtain potential energy of the ytem, Hertzian ontat theory i applied. y onidering the kinemati hown in Fig. the angular poition of -th rolling element,, for both type of bearing an be obtained by: t,,... (4) in whih repreent the number of rolling element and i the rotation peedd of bearing age and i [, 6]: ri A, A () r r i o r i and r o are inner rae and outer rae radiu. Due to relative diplaement of inner and outer rae of bearing, eah rolling element of bearing an have elati deformation. thi tudy the outer rae i fixed on a rigid upport and inner rae i fixed on the haft, o it ha the ame diplaement a the haft. So, the inner rae diplaement i: xm xco t ysint (6) ym x Sin t ycot xm and ym are inner rae diplaement in global oordinate ytem. The effetive diplaement of -th rolling element for both roller bearing [4] and ball bearing an be written a[, 6]: ternational Sholarly and Sientifi Reearh & novation 6(3) 68

3 ternational Journal of Mehanial, Aeropae, dutrial, Mehatroni and Manufaturing Engineering Vol:6, o:3, ternational Siene dex, Mehanial and Mehatroni Engineering Vol:6, o:3, waet.org/publiation/3888 Co r xm ymsin (b) () Fig..Deription of the bearing, loation of the -th rolling element, (b) The elati deformation of the -th ball element, () The elati deformation of the -th balll element Subtituting Eq. (4)-(6) into Eq. (7), we have: r x Co t ysin t (8) in whih ( A ) order to omit the expliit term of time from the ytem formulation for tability analyi, the oordinate tranformation i onidered a: x XSin tycot (9) y X Co ty Sint If above oordinate tranformation i applied to the ytem, the term T andd r an be rewritten in new oordinate ytem a: T m X Y A( XY YX ) A ( X Y ) I () p r XSin YCo y onideringg Fig.() for a roller bearing the deformation of roller element i: R r R R () R R above equation how that for R the -th roller element i not under ompreion. y adopting imilar ondition for ball element, the -th ball element elati deformation an be written a: t R (7) elati r () y applying Hertzian ontat theory for -th rolling element (for both of roller and balll element) the orreponding reultant normal load an be aumed a: ere n Q K n (3) whe an be either or R. The elati deformation energy of -th rolling element ould be written a: Kn n U n (4) y applying uperpoition prinipal on all of rolling element, the potential energy of the ytem, U, i derived from Eq. (4) a: Kn n U () n Due to imilarity of both left and right bearing in the ae tudie (rotor-roller bearing and rotor-ball bearing ytem), it an be onludedd that the potential energy for both of rotor bearing ytem i: Kn n U (6) n y ubtituting Eq. (6)-() into Eq. (6), and onidering exponent n i equal to 3/ for ball element with elliptial ontat and i / /9 for roller type with retangular ontatt [4], the potential energy for the firt ae tudy with roller bearing, U R, and the eond one with ball bearing, U, are: 9 9 UR 8 R 9 (7) K U 4 and K are effetive tiffne ontant for roller element ontatt and ball element ontat repetively. III. REGIOAL STAILITY AALYSIS thi artile by onidering bearing radial learanee and dynami onfiguration in both of the rotor ytem, eah rolling element an be ompreed between the rae (turn into ative rolling element) or loe it ontat and beome tre free element (turn in to non-ative rolling element). Hene, onidering hange in ontat tatu of roller element and onequently, the hange in the dynami equation of ytem thee rotor ytem ould be ategorized a withing ytem. other word the ytem ha finite different dynami a: x fit x i t (8) n x are the tate of the dynamial ytem, the index i(t) repreent that ytem i in whih mode of ontat and thi index i hanged with repet to ontat ondition defined in ternational Sholarly and Sientifi Reearh & novation 6(3) 68

4 ternational Journal of Mehanial, Aeropae, dutrial, Mehatroni and Manufaturing Engineering Vol:6, o:3, ternational Siene dex, Mehanial and Mehatroni Engineering Vol:6, o:3, waet.org/publiation/3888 (), () and indiate the number of all poible mode of withing in the ytem that an our. A a reult of geometri arrangement of rolling element in the bearing, and due to the radial learane of bearing the maximum number of rolling element whih ould be in ontat (under ompreion) i braket repreent the floor funtion. Hene, repreent the number of all ubet of I={,, } whih have at mot member. When the ytem i in the i(t) mode, we an ue Hamilton Funtion a an eligible Lyapunov Funtion. Sine the ytem i a Hamiltonian ytem, Hamilton Funtion in eah mode an be written a: H T U T (9) in whih the ubript of T denote the degree of homogeneity in the generalized veloity variable, q i. Due to fritionle aumption of roller element ontat, there i no damping in thi dynamial ytem. A a reult, in eah mode of ytem, i(t), and when no withing our, the value of Hamilton Funtion i ontant [,3], i.e., H. It i notable that at the intane of ontat (withing time), there i no ompreion on the rolling element, o there will be no hange in the potential energy in withing. Alo in mall infiniteimal time withing happen, the kineti energy will remain the ame. Hene at withing intant the value of Hamilton Funtion doen t ump and remain the ame. Therefore, it an be onluded that the Hamilton value of thi hybrid ytem remain ontant in the total time interval inluding all the withing. Thi property will be later ued in tability analyi. After eah withing phenomena in the ytem, the number of ative rolling element (rolling element under ompreion) ould alter; a a reult of thee hange, different dynami mode will be ativated. The Multiple Lyapunov Funtion approah, propoed in [8], i applied here for tability analyi a delared in the following theorem: Theorem Suppoe there are andidate Lyapunov funtion Vi ( x), i,...,, for repetive vetor field x fi( x), and eah Vi ha following propertie. For eah poible x in mode i, there i a real ontant, that Vi ( x),and the boundedne of Vi ( x ) hould lead to boundedne of tate, x. All Vi are non-inreaing in their orreponding mode [ V i( x) ] V V at eah withing time 3. i( t ) i( t ) Then, it an be inferred the withing ytem i table in Lyapunov ene. Hamilton funtion in eah mode i(t) i an appropriate Lyapunov funtion V i. A it wa mentioned before hoen Lyapunov funtion (Hamilton Funtion) have no hange at the withing time; i.e, a moment before and after the with, V H H V, therefore third ondition i i( t ) i( t ) i( t ) i( t ) atified. Alo, the eond ondition i fulfilled due to ontant value of Hamilton Funtion in eah mode of ytem a mentioned before. Therefore, the only remaining ondition that aure the tability of the ytem i the firt ondition. Regarding the Hamilton funtion in (9), the term T i dependent on generalized veloity and ( U T ) depend on generalized oordinate, o in order to verify the firt riteria, the term T and U T are analyzed eparately. Due to ontant value of Hamilton funtion, whih i equal to initial value, H, and the poitive definitene of term T ( T ), we ould write: U T H T H () So, it an be inferred that the term U T i bounded from above. Alo beaue of higher power of generalized oordinate in poitive definite potential term U with repet to entrifugal termt the lower boundne of the term U T i eaily onfirmed; U T u u. So the term ( U T ) i ompletely bounded from above and below. Furthermore ( U T ) i a non-frational funtion in poltnmial format, whih lead to boundedne of generalized oordinate that omprie loed region in (X, Y) domain. It i obviou that ytem annot leave the mentioned region. So thi region, namely; S i alled the tability region of the ytem in (X,Y) domain. It i notable that the boundary of region S ould be found by ondition: U T H () Alo the upper bound on T ould be obtained from the lower bound of the term U T a: T H u () Conidering poitive definitne and upper boundne of T, it an be inferred that, generalized veloitie are alo bounded. So if the ondition () of Theorem hold, the ytem will be table and all tate remain in ertain region, in partiular the diplaement of rotor i onfined in S. For further diuion of thi type of tability, the following definition i given: Definition of -region table: A ytem i -region table if S C( ), C( ) i quare region in X-Y plane with width and it enter i at origin. The term U T an be written a: U T I (3) p the term for roller bearing and ball bearing an be written a: 9 9 R 8 R ma ( X Y ) (4) 9 ternational Sholarly and Sientifi Reearh & novation 6(3) 683

5 ternational Journal of Mehanial, Aeropae, dutrial, Mehatroni and Manufaturing Engineering Vol:6, o:3, ternational Siene dex, Mehanial and Mehatroni Engineering Vol:6, o:3, waet.org/publiation/3888 K 4 ma ( X Y ) () R and are related to the rotor ytem whih i upported by roller bearing and ball bearing repetively. the imilar way, the term H an be rewritten a: H I ( X, Y, X, Y ) (6) p for rollerr bearing, (XX, Y, X, Y ) i defined a: 9 ( X, Y, X, K R 9 Y ) 8 R 9 X X Y Y (7) m ( X Y ) ma ( X Y ) and for ball bearing, we have: ( X, Y, X, K Y ) 4 X X YY (8) m ( X Y ) ma ( X Y ) Hene, without any lo of generality, the expreed ondition in Eq.() an be expreed a: ( X, Y, X, Y ) (9) whih mean the boundary of S i dependent on the initial value of ( X, Y, X, Y ), whih itelf dependent on initial diplaement and veloitie of dynamial ytem. Depending on initial ondition, ( X, Y, X, Y ) ould take poitive or negative value. ut for analyi in the ret of artile the value of equal zero i taken a a referene. thi ae H beome I p. IV. RESULTSS AD DISCUSIOS thi etion, regional tability of rotor-roller bearing ytem and rotor-ball bearing ytem are tudied numerially. Alo the effet of load-tiffne parameterr and rotation peed on the regional tability of ytem for both type of bearing will be inpeted. The peifiation of roller and ball bearing are deribed in Table. Due to retrited defletion apaity of eah rolling element, in thi tudy the generalized oordinate are onidered to have the maximum value of n (n i real poitive number whih i hoen onidering the deired region of tability). So, by onidering thi aumption, the funtion R and are plotted with repet to the diplaement (x, y) within thi domain. It i notable that in thi ytem the withing phenomenon take plae frequently, a a reult in eah diplaement the number of ative rolling element alter. For intane when the generalized oordinate are in the learane area, X Y, there are no rolling element under ompreion and the term R and ha negative value in thi region, o the generalized oordinate x and y are nlined to inreae. ut out of thi learane area the rolling element ome in ontat gradually and the value of R and inreae aordingly. It i aumed that the radial learane value and inner and outer rae radiu are the ame in both type of bearing whih upport the ame rotor. Parameter r i r m TALE I DESIG PARAMETERS FOR TYPICAL ALL AD ROLLER EARIGS Deription earing inner rae radiu earing outer rae radiu Radial learane Rotor ma Value 39(mm) (mm) μ Kg For roller bearing, the term i plotted in Fig.3 for n=3. The reult alo learly emphaize that due to higher power of generalized oordinate in the term U with repet to T, the ytem i table. Fig.3 Surfae of R for rotor- roller bearing ytem in the ae of ( X, Y, X, Y ) ; rad /, 4, 7 /9.6 / m Taking into aount -region table definition whih i highlighted before, -region tability of the ytem i invetigated for both of the rotor-roller bearing and the rotor- balll bearing ytem whih i illutrated in Fig.4. Thee figure how the effet of load-tiffne parameter ( K R, K ) on deired regional tability ( ) of the ytem. A it an be een in Fig.4 and Fig.4(b), inreaee in the value of K R, K, make ytem to reah maller tability region (whih mean lower amplitude in oillation of rotor). For 8 / 9 intane with / m for different initial ondition whih atify ( X, Y, X, Y ) or H / I p, the ytem would remain in it orreponding region,. ut a K R dereae the region enlarge e in 6 /9 K R 4 / m the ytem in no more -region table. R μm ternational Sholarly and Sientifi Reearh & novation 6(3) 684

6 ternational Journal of Mehanial, Aeropae, dutrial, Mehatroni and Manufaturing Engineering Vol:6, o:3, ternational Siene dex, Mehanial and Mehatroni Engineering Vol:6, o:3, waet.org/publiation/3888 (b) Fig. 4 Effet of load- tiffne parameter of rolling element ontat on tability region, Γ, for ; a) rotor-roller bearing ytem, b) rotor-ball bearing ytem. For both ae 6, rad / A it i obviou from Eq. (4) and ( ) the inreae in rotation peed will enlarge the region thatt ytem remain in. Conidering the definition of. tability, the effet of rotation peed on regional tability of both rotor-roller bearing and rotor-ball bearing ytem are inpeted and hown in Fig.. Aordingly, the reult how by inreae in the value of rotation peed of the rotor, the region ; would grow up whih mean higher amplitude in oillation of rotor. Fig. Effet of rotation peed of rotor on tability region, Γ, for both roller bearing and ball bearing ae, 6 / / m, K 4 / m 3/, 4 order to validate the tability reult, the nonlinear dynami equation of motion for ytem are olved, numerially. y utilizing Lagrange method the equation of motion for ytem an be written a: m X AmY m A my AmX m A Y K Co Above equation are olved for two different initial ondition whihh atify ( X, Y, X, Y ) and an initial ondition ( X, Y, X, Y ). Reult are hown in X-Y plane, illutrating the enter of ma movement (ee Fig.6). Alo the tability region of ytem; whih i the reult of regional tability analyi of ytem ha given in Fig..6-6() for omparion. A it an be een in Fig. 6 and 6(b) for ( X, Y, X, Y ), the traetory of enter of ma X K Sin / 9 R R / 9 R R ome loation beome tangent with the border of. A it i expeted, for initial ondition ( X, Y, X, Y ), the traetory of ytem i ompletely inide the obtained tability region, admittedly Fig. 6() depit thi predition a well. remain in it orreponding tability region,, at (3) ternational Sholarly and Sientifi Reearh & novation 6(3) 68

7 ternational Journal of Mehanial, Aeropae, dutrial, Mehatroni and Manufaturing Engineering Vol:6, o:3, ternational Siene dex, Mehanial and Mehatroni Engineering Vol:6, o:3, waet.org/publiation/3888 Fig. 6 Diplaement of rotor-roller bearing ytem( 4, 7 / 9 K R.6 / m, rad / ) in X-Y plane under different initial ondition for; a) ( X, Y, X, Y ) e X Y m, X Y 3.47 m/ ; b) ( X, Y, X, Y ) e X Y m X Y m/ ; ) ( X, Y, X, Y ) -.38 X, Y m, X Y m/ (b) () REFERECES [] A. El-Marhomy,. Abdel-Sattar, Stability analyi of rotor-bearing ytem via Routh-Hurwitz riterion, Appl. Energ. 77(4) [] A. El-Marhomy, Parametri tability analyi of rotor-bearing ytem, Pro. atl. Si. Coun. ROC (A). 3(999b) [3] A. El-Marhomy, Dynami and tability of elati haft-bearing ytem with nonlinear bearing parameter, Heat. Ma. Tranfer. 3(999a) [4] T. Lim, R. Singh, Vibration tranmiion through rolling element bearing, part I: earing tiffne formulation, J. Sound. Vib. 39(99) [] J. Sinou, on-linear dynami and ontat of an unbalaned flexible rotor upported on ball bearing, Meh. Mah. Theory. 44(9) [6] J. Sinou, F. Thouverez, on-linear dynami of rotor-tator ytem with non-linear bearing learane, Cr. Meanique. 33( (4) [7] M. raniky, Stability of withed and hybrid ytem, Pro. 33rd IEEE Conf. Deiion Control, 4 (994) [8] M. raniky, Multiple lyapunov funtion and other analyi tool for withedand hybrid ytem, IEEE. T. Automat. Contr. 43(998) [9] J. Hepanha,, Uniform tability of withed linear ytem: extenion of LaSalle' invariane priniple, IEEE. T. Automat. Contr. 49(4) [] D. Liberzon, J. Hepanha, A. More, Stability of withed ytem: a Lie-algebrai ondition, Syt. Control. Lett. 37(999)7-. [] K. Gerriten, A. Van der Shaft, W. Heemel, On withed Hamiltonian ytem, Pro. MTS.() diana, U.S.A. [] L. Zhu, Y. Wang, Study on the tability of withed diipative Hamiltonian ytem, Si. China. Ser. F: form. Siene 49(6 ) ternational Sholarly and Sientifi Reearh & novation 6(3) 686

The Branching Factor of Regular Search Spaces

The Branching Factor of Regular Search Spaces The Branhing Fator of Regular Searh Spae Stefan Edelkamp Intitut für Informatik Am Flughafen 17 79110 Freiburg edelkamp@informatik.uni-freiburg.de Rihard E. Korf Computer Siene Department Univerity of

More information

Involute-Evolute Curve Couples in the Euclidean 4-Space

Involute-Evolute Curve Couples in the Euclidean 4-Space Int J Open Problem Compt Math Vol o June 9 Involute-volute Curve Couple in the ulidean -Spae min Özyılmaz Süha Yılmaz ge Univerity Faulty of Siene Dept of Math ornova-izmir urkey Dokuz ylül Univerity ua

More information

THE USE OF FIBER WOOD AS EVAPORATIVE PAD PACKAGING MATERIAL

THE USE OF FIBER WOOD AS EVAPORATIVE PAD PACKAGING MATERIAL VI CONGRESSO NACIONAL DE ENGENHARIA MECÂNICA VI NAIONAL CONGRESS OF MECHANICAL ENGINEERING 18 a 21 de agoto de 2010 Campina Grande Paraíba - Brail Augut 18 21, 2010 Campina Grande Paraíba Brazil HE USE

More information

SAFE. Post-Tensioned Concrete Design Manual DESIGN OF SLABS, BEAMS AND FOUNDATIONIS REINFORCED AND POST-TENSIONED CONCRETE

SAFE. Post-Tensioned Concrete Design Manual DESIGN OF SLABS, BEAMS AND FOUNDATIONIS REINFORCED AND POST-TENSIONED CONCRETE SAFE DESIGN OF SLABS, BEAMS AND FOUNDATIONIS REINFORCED AND POST-TENSIONED CONCRETE Pot-Tenioned Conrete Deign Manual ISO SAF120108M5-Rev2 Berkeley, California, USA Verion 12 Deember 2010 Copyright Copyright

More information

An Incrementally Scalable Multiprocessor Interconnection Network with Flexible Topology and Low-Cost Distributed Switching.

An Incrementally Scalable Multiprocessor Interconnection Network with Flexible Topology and Low-Cost Distributed Switching. An Inrementally Salable Multiproeor Interonnetion Network with Flexible Topology and Low-Cot Ditributed Swithing. 1. Introdution Ronald Poe, Vinent Fazio, Jon Well Department of Computer Siene, Monah Univerity,

More information

MECH 2110 - Statics & Dynamics

MECH 2110 - Statics & Dynamics Chapter D Problem 3 Solution 1/7/8 1:8 PM MECH 11 - Static & Dynamic Chapter D Problem 3 Solution Page 7, Engineering Mechanic - Dynamic, 4th Edition, Meriam and Kraige Given: Particle moving along a traight

More information

v = x t = x 2 x 1 t 2 t 1 The average speed of the particle is absolute value of the average velocity and is given Distance travelled t

v = x t = x 2 x 1 t 2 t 1 The average speed of the particle is absolute value of the average velocity and is given Distance travelled t Chapter 2 Motion in One Dimenion 2.1 The Important Stuff 2.1.1 Poition, Time and Diplacement We begin our tudy of motion by conidering object which are very mall in comparion to the ize of their movement

More information

SHAFTS: TORSION LOADING AND DEFORMATION

SHAFTS: TORSION LOADING AND DEFORMATION ECURE hird Edition SHAFS: ORSION OADING AND DEFORMAION A. J. Clark Shool of Engineering Department of Civil and Environmental Engineering 6 Chapter 3.1-3.5 by Dr. Ibrahim A. Assakkaf SPRING 2003 ENES 220

More information

DYNAMIC ANALYSIS OF THE GANTRY CRANE USED FOR TRANSPORTING BOP ANALIZA DYNAMICZNA SUWNICY BRAMOWEJ PRZEZNACZONEJ DO TRANSPORTU BOP

DYNAMIC ANALYSIS OF THE GANTRY CRANE USED FOR TRANSPORTING BOP ANALIZA DYNAMICZNA SUWNICY BRAMOWEJ PRZEZNACZONEJ DO TRANSPORTU BOP TRANSPORT PROBMS 28 PROBMY TRANSPORTU Tom 3 Zet 4 Cęść 2 Andrej URBAŚ*, Staniław WOJCICH Univerit of Bielko-Biała Willowa 2, 43-39 Bielko-Biała, Poland *Correponding author. -mail: aurba@ath.bielko.pl

More information

THE MODELLING AND CONTROL OF AN AUTOMOTIVE DRIVETRAIN

THE MODELLING AND CONTROL OF AN AUTOMOTIVE DRIVETRAIN THE MODELLNG AND CONTROL OF AN AUTOMOTVE DRVETRAN Thei preented in partial ulilment o the requirement or the degree MASTER OF SCENCE N ENGNEERNG By Nihola M. Northote Supervior Dr. A.B. Taylor Department

More information

Settlement Analysis of Geosynthetic Reinforced Soil Retaining Walls at Foundation Level

Settlement Analysis of Geosynthetic Reinforced Soil Retaining Walls at Foundation Level Settlement Analyi of Geoyntheti Reinfored Soil Retaining Wall at Foundation Level Halil Murat Algın Aoiate Profeor, Department of Civil Engineering, Faulty of Engineering, Harran Univerity, Omanbey Campu,

More information

Mixed Method of Model Reduction for Uncertain Systems

Mixed Method of Model Reduction for Uncertain Systems SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol 4 No June Mixed Method of Model Reduction for Uncertain Sytem N Selvaganean Abtract: A mixed method for reducing a higher order uncertain ytem to a table reduced

More information

UNIVERSAL COMMAND GENERATOR FOR ROBOTICS AND CNC MACHINERY

UNIVERSAL COMMAND GENERATOR FOR ROBOTICS AND CNC MACHINERY UNIVERSAL COMMAND GENERATOR FOR ROBOTICS AND CNC MACHINERY A THESIS SUBMITTED TO THE GRADUATE SCHOOL OF NATURAL AND APPLIED SCIENCES OF MIDDLE EAST TECHNICAL UNIVERSITY BY ARDA AKINCI IN PARTIAL FULFILMENT

More information

Managing Exclusivity and Windowing in Digital Content Value Chain

Managing Exclusivity and Windowing in Digital Content Value Chain Exluivity and Windowing in Digital Content Ditribution Managing Exluivity and Windowing in Digital Content Value Chain Completed Reearh Paper I. Robert Chiang Gabelli Shool of Buine Fordham Univerity Bronx,

More information

Cloud Storage for Small Cell Networks

Cloud Storage for Small Cell Networks Cloud Storage for Small Cell Network Ejder Baştuğ, Jean-Loui Guénégo, and Mérouane Debbah Alatel-Luent Chair - SUPÉLEC, Gif-ur-Yvette, Frane {ejder.batug, jean-loui.guenego, merouane.debbah}@upele.fr Abtrat

More information

Novel Cable-Suspended RoboCrane Support

Novel Cable-Suspended RoboCrane Support Novel Cable-Supene RoboCrane Support Robert L. William II Ohio Univerity Athen, Ohio R.L. William II, 5, Novel Cable-Supene RoboCrane Support, Inutrial Robot: An International Journal, (4): 6-. Keywor:

More information

Value of Reverse Factoring in Multi-stage Supply Chains

Value of Reverse Factoring in Multi-stage Supply Chains Value o Revere Fatoring in Multi-tage Supply Chain Abtrat: We preent a mathematial model or integration, analyi, and optimization o operational and inanial proee within a upply hain. Speiially, we onider

More information

A novel active mass damper for vibration control of bridges

A novel active mass damper for vibration control of bridges IABMAS 08, International Conferene on Bridge Maintenane, Safety and Management, 3-7 July 008, Seoul, Korea A novel ative mass damper for vibration ontrol of bridges U. Starossek & J. Sheller Strutural

More information

Sebastián Bravo López

Sebastián Bravo López Transfinite Turing mahines Sebastián Bravo López 1 Introdution With the rise of omputers with high omputational power the idea of developing more powerful models of omputation has appeared. Suppose that

More information

Optical Illusion. Sara Bolouki, Roger Grosse, Honglak Lee, Andrew Ng

Optical Illusion. Sara Bolouki, Roger Grosse, Honglak Lee, Andrew Ng Optical Illuion Sara Bolouki, Roger Groe, Honglak Lee, Andrew Ng. Introduction The goal of thi proect i to explain ome of the illuory phenomena uing pare coding and whitening model. Intead of the pare

More information

Lecture 13 Phonons: thermal properties

Lecture 13 Phonons: thermal properties Leture 1 Phonon: thermal propertie Lattie ontribution to the thermal propertie of olid, in -D Aim: Thermal propertie of a rytalline olid: Heat apaity: Debye treatment T law for low temperature heat apaity

More information

Solution of the Heat Equation for transient conduction by LaPlace Transform

Solution of the Heat Equation for transient conduction by LaPlace Transform Solution of the Heat Equation for tranient conduction by LaPlace Tranform Thi notebook ha been written in Mathematica by Mark J. McCready Profeor and Chair of Chemical Engineering Univerity of Notre Dame

More information

HEAT CONDUCTION. q A q T

HEAT CONDUCTION. q A q T HEAT CONDUCTION When a temperature gradient eist in a material, heat flows from the high temperature region to the low temperature region. The heat transfer mehanism is referred to as ondution and the

More information

) ( )( ) ( ) ( )( ) ( ) ( ) (1)

) ( )( ) ( ) ( )( ) ( ) ( ) (1) OPEN CHANNEL FLOW Open hannel flow is haraterized by a surfae in ontat with a gas phase, allowing the fluid to take on shapes and undergo behavior that is impossible in a pipe or other filled onduit. Examples

More information

6. Friction, Experiment and Theory

6. Friction, Experiment and Theory 6. Friction, Experiment and Theory The lab thi wee invetigate the rictional orce and the phyical interpretation o the coeicient o riction. We will mae ue o the concept o the orce o gravity, the normal

More information

In order to be able to design beams, we need both moments and shears. 1. Moment a) From direct design method or equivalent frame method

In order to be able to design beams, we need both moments and shears. 1. Moment a) From direct design method or equivalent frame method BEAM DESIGN In order to be able to design beams, we need both moments and shears. 1. Moment a) From diret design method or equivalent frame method b) From loads applied diretly to beams inluding beam weight

More information

Partial optimal labeling search for a NP-hard subclass of (max,+) problems

Partial optimal labeling search for a NP-hard subclass of (max,+) problems Partial optimal labeling earch for a NP-hard ubcla of (max,+) problem Ivan Kovtun International Reearch and Training Center of Information Technologie and Sytem, Kiev, Uraine, ovtun@image.iev.ua Dreden

More information

TRANSFORM AND ITS APPLICATION

TRANSFORM AND ITS APPLICATION LAPLACE TRANSFORM AND ITS APPLICATION IN CIRCUIT ANALYSIS C.T. Pan. Definition of the Laplace Tranform. Ueful Laplace Tranform Pair.3 Circuit Analyi in S Domain.4 The Tranfer Function and the Convolution

More information

Impact Simulation of Extreme Wind Generated Missiles on Radioactive Waste Storage Facilities

Impact Simulation of Extreme Wind Generated Missiles on Radioactive Waste Storage Facilities Impat Simulation of Extreme Wind Generated issiles on Radioative Waste Storage Failities G. Barbella Sogin S.p.A. Via Torino 6 00184 Rome (Italy), barbella@sogin.it Abstrat: The strutural design of temporary

More information

INVESTIGATION OF STABILITY ON NONLINEAR OSCILATIONS WITH ONE DEGREE OF FREEDOM

INVESTIGATION OF STABILITY ON NONLINEAR OSCILATIONS WITH ONE DEGREE OF FREEDOM 91 Kragujeva J. Math. 25 (2003) 91 96. INVESTIGATION OF STABILITY ON NONLINEAR OSCILATIONS WITH ONE DEGREE OF FREEDOM Julka Knežević-Miljanović 1 and Ljubia Lalović 2 1 Mathematis faulty of Belgrade, Serbia

More information

A Primer on Dimensions and Units

A Primer on Dimensions and Units 1 Dienion v Unit A Prier on Dienion and Unit Glen Thornrot Mehanial Enineerin Departent Cal Poly State Univerity, San Lui Obipo Nearly every enineerin proble you will enounter will involve dienion: the

More information

Unit 11 Using Linear Regression to Describe Relationships

Unit 11 Using Linear Regression to Describe Relationships Unit 11 Uing Linear Regreion to Decribe Relationhip Objective: To obtain and interpret the lope and intercept of the leat quare line for predicting a quantitative repone variable from a quantitative explanatory

More information

Chapter 3 Torque Sensor

Chapter 3 Torque Sensor CHAPTER 3: TORQUE SESOR 13 Chapter 3 Torque Senor Thi chapter characterize the iue urrounding the development of the torque enor, pecifically addreing meaurement method, tranducer technology and converter

More information

Two Dimensional FEM Simulation of Ultrasonic Wave Propagation in Isotropic Solid Media using COMSOL

Two Dimensional FEM Simulation of Ultrasonic Wave Propagation in Isotropic Solid Media using COMSOL Excerpt from the Proceeding of the COMSO Conference 0 India Two Dimenional FEM Simulation of Ultraonic Wave Propagation in Iotropic Solid Media uing COMSO Bikah Ghoe *, Krihnan Balaubramaniam *, C V Krihnamurthy

More information

Figure 2.1. a. Block diagram representation of a system; b. block diagram representation of an interconnection of subsystems

Figure 2.1. a. Block diagram representation of a system; b. block diagram representation of an interconnection of subsystems Figure. a. Block diagram repreentation o a ytem; b. block diagram repreentation o an interconnection o ubytem REVIEW OF THE LAPLACE TRANSFORM Table. Laplace tranorm table Table. Laplace tranorm theorem

More information

Firms nowadays are increasingly proactive in trying to strategically capitalize on consumer networks and

Firms nowadays are increasingly proactive in trying to strategically capitalize on consumer networks and Information Sytem Reearh Vol. 24, No. 1, Marh 2013, pp. 164 185 ISSN 1047-7047 (print) ISSN 1526-5536 (online) http://dx.doi.org/10.1287/ire.1120.0463 2013 INFORMS Engineering Optimal Network Effet via

More information

The Nonlinear Pendulum

The Nonlinear Pendulum The Nonlinear Pendulum D.G. Simpon, Ph.D. Department of Phyical Science and Enineerin Prince Geore ommunity ollee December 31, 1 1 The Simple Plane Pendulum A imple plane pendulum conit, ideally, of a

More information

BUILT-IN DUAL FREQUENCY ANTENNA WITH AN EMBEDDED CAMERA AND A VERTICAL GROUND PLANE

BUILT-IN DUAL FREQUENCY ANTENNA WITH AN EMBEDDED CAMERA AND A VERTICAL GROUND PLANE Progre In Electromagnetic Reearch Letter, Vol. 3, 51, 08 BUILT-IN DUAL FREQUENCY ANTENNA WITH AN EMBEDDED CAMERA AND A VERTICAL GROUND PLANE S. H. Zainud-Deen Faculty of Electronic Engineering Menoufia

More information

12.4 Problems. Excerpt from "Introduction to Geometry" 2014 AoPS Inc. Copyrighted Material CHAPTER 12. CIRCLES AND ANGLES

12.4 Problems. Excerpt from Introduction to Geometry 2014 AoPS Inc.  Copyrighted Material CHAPTER 12. CIRCLES AND ANGLES HTER 1. IRLES N NGLES Excerpt from "Introduction to Geometry" 014 os Inc. onider the circle with diameter O. all thi circle. Why mut hit O in at leat two di erent point? (b) Why i it impoible for to hit

More information

Chapter 4. 4.3 Applications of Energy Balance

Chapter 4. 4.3 Applications of Energy Balance Capter 4 4. Appliation of Energy Balane We will diu exaple illutrating te analyi of erveral devie of interet in engineering, inluding nozzle and diffuer, turbine, opreor and pup, eat exanger, and trottling

More information

Solutions to Sample Problems for Test 3

Solutions to Sample Problems for Test 3 22 Differential Equation Intructor: Petronela Radu November 8 25 Solution to Sample Problem for Tet 3 For each of the linear ytem below find an interval in which the general olution i defined (a) x = x

More information

Simulation of Sensorless Speed Control of Induction Motor Using APFO Technique

Simulation of Sensorless Speed Control of Induction Motor Using APFO Technique International Journal of Computer and Electrical Engineering, Vol. 4, No. 4, Augut 2012 Simulation of Senorle Speed Control of Induction Motor Uing APFO Technique T. Raghu, J. Sriniva Rao, and S. Chandra

More information

Linear Momentum and Collisions

Linear Momentum and Collisions Chapter 7 Linear Momentum and Colliion 7.1 The Important Stuff 7.1.1 Linear Momentum The linear momentum of a particle with ma m moving with velocity v i defined a p = mv (7.1) Linear momentum i a vector.

More information

10.1 The Lorentz force law

10.1 The Lorentz force law Sott Hughes 10 Marh 2005 Massahusetts Institute of Tehnology Department of Physis 8.022 Spring 2004 Leture 10: Magneti fore; Magneti fields; Ampere s law 10.1 The Lorentz fore law Until now, we have been

More information

Acceleration-Displacement Crash Pulse Optimisation A New Methodology to Optimise Vehicle Response for Multiple Impact Speeds

Acceleration-Displacement Crash Pulse Optimisation A New Methodology to Optimise Vehicle Response for Multiple Impact Speeds Acceleration-Diplacement Crah Pule Optimiation A New Methodology to Optimie Vehicle Repone for Multiple Impact Speed D. Gildfind 1 and D. Ree 2 1 RMIT Univerity, Department of Aeropace Engineering 2 Holden

More information

Isaac Newton. Translated into English by

Isaac Newton. Translated into English by THE MATHEMATICAL PRINCIPLES OF NATURAL PHILOSOPHY (BOOK 1, SECTION 1) By Isaa Newton Translated into English by Andrew Motte Edited by David R. Wilkins 2002 NOTE ON THE TEXT Setion I in Book I of Isaa

More information

Massachusetts Institute of Technology Department of Electrical Engineering and Computer Science

Massachusetts Institute of Technology Department of Electrical Engineering and Computer Science aachuett Intitute of Technology Department of Electrical Engineering and Computer Science 6.685 Electric achinery Cla Note 10: Induction achine Control and Simulation c 2003 Jame L. Kirtley Jr. 1 Introduction

More information

Ohm s Law. Ohmic relationship V=IR. Electric Power. Non Ohmic devises. Schematic representation. Electric Power

Ohm s Law. Ohmic relationship V=IR. Electric Power. Non Ohmic devises. Schematic representation. Electric Power Ohm Law Ohmic relationhip V=IR Ohm law tate that current through the conductor i directly proportional to the voltage acro it if temperature and other phyical condition do not change. In many material,

More information

Delft. Matlab and Simulink for Modeling and Control. Robert Babuška and Stefano Stramigioli. November 1999

Delft. Matlab and Simulink for Modeling and Control. Robert Babuška and Stefano Stramigioli. November 1999 Matlab and Simulink for Modeling and Control Robert Babuška and Stefano Stramigioli November 999 Delft Delft Univerity of Technology Control Laboratory Faculty of Information Technology and Sytem Delft

More information

A Holistic Method for Selecting Web Services in Design of Composite Applications

A Holistic Method for Selecting Web Services in Design of Composite Applications A Holisti Method for Seleting Web Servies in Design of Composite Appliations Mārtiņš Bonders, Jānis Grabis Institute of Information Tehnology, Riga Tehnial University, 1 Kalu Street, Riga, LV 1658, Latvia,

More information

Support Vector Machine Based Electricity Price Forecasting For Electricity Markets utilising Projected Assessment of System Adequacy Data.

Support Vector Machine Based Electricity Price Forecasting For Electricity Markets utilising Projected Assessment of System Adequacy Data. The Sixth International Power Engineering Conference (IPEC23, 27-29 November 23, Singapore Support Vector Machine Baed Electricity Price Forecating For Electricity Maret utiliing Projected Aement of Sytem

More information

Profitability of Loyalty Programs in the Presence of Uncertainty in Customers Valuations

Profitability of Loyalty Programs in the Presence of Uncertainty in Customers Valuations Proceeding of the 0 Indutrial Engineering Reearch Conference T. Doolen and E. Van Aken, ed. Profitability of Loyalty Program in the Preence of Uncertainty in Cutomer Valuation Amir Gandomi and Saeed Zolfaghari

More information

Rotation: Moment of Inertia and Torque

Rotation: Moment of Inertia and Torque Rotation: Moment of Inertia and Torque Every time we push a door open or tighten a bolt using a wrench, we apply a force that results in a rotational motion about a fixed axis. Through experience we learn

More information

Senior Thesis. Horse Play. Optimal Wagers and the Kelly Criterion. Author: Courtney Kempton. Supervisor: Professor Jim Morrow

Senior Thesis. Horse Play. Optimal Wagers and the Kelly Criterion. Author: Courtney Kempton. Supervisor: Professor Jim Morrow Senior Thei Hore Play Optimal Wager and the Kelly Criterion Author: Courtney Kempton Supervior: Profeor Jim Morrow June 7, 20 Introduction The fundamental problem in gambling i to find betting opportunitie

More information

THE PERFORMANCE OF TRANSIT TIME FLOWMETERS IN HEATED GAS MIXTURES

THE PERFORMANCE OF TRANSIT TIME FLOWMETERS IN HEATED GAS MIXTURES Proeedings of FEDSM 98 998 ASME Fluids Engineering Division Summer Meeting June 2-25, 998 Washington DC FEDSM98-529 THE PERFORMANCE OF TRANSIT TIME FLOWMETERS IN HEATED GAS MIXTURES John D. Wright Proess

More information

Assessing the Discriminatory Power of Credit Scores

Assessing the Discriminatory Power of Credit Scores Aeing the Dicriminatory Power of Credit Score Holger Kraft 1, Gerald Kroiandt 1, Marlene Müller 1,2 1 Fraunhofer Intitut für Techno- und Wirtchaftmathematik (ITWM) Gottlieb-Daimler-Str. 49, 67663 Kaierlautern,

More information

Rotation of an Object About a Fixed Axis

Rotation of an Object About a Fixed Axis Chapter 1 Rotation of an Object About a Fixed Axi 1.1 The Important Stuff 1.1.1 Rigid Bodie; Rotation So far in our tudy of phyic we have (with few exception) dealt with particle, object whoe patial dimenion

More information

Classical Electromagnetic Doppler Effect Redefined. Copyright 2014 Joseph A. Rybczyk

Classical Electromagnetic Doppler Effect Redefined. Copyright 2014 Joseph A. Rybczyk Classial Eletromagneti Doppler Effet Redefined Copyright 04 Joseph A. Rybzyk Abstrat The lassial Doppler Effet formula for eletromagneti waves is redefined to agree with the fundamental sientifi priniples

More information

CHAPTER 5 BROADBAND CLASS-E AMPLIFIER

CHAPTER 5 BROADBAND CLASS-E AMPLIFIER CHAPTER 5 BROADBAND CLASS-E AMPLIFIER 5.0 Introduction Cla-E amplifier wa firt preented by Sokal in 1975. The application of cla- E amplifier were limited to the VHF band. At thi range of frequency, cla-e

More information

Report 4668-1b 30.10.2010. Measurement report. Sylomer - field test

Report 4668-1b 30.10.2010. Measurement report. Sylomer - field test Report 4668-1b Meaurement report Sylomer - field tet Report 4668-1b 2(16) Contet 1 Introduction... 3 1.1 Cutomer... 3 1.2 The ite and purpoe of the meaurement... 3 2 Meaurement... 6 2.1 Attenuation of

More information

Physics 111. Exam #1. January 24, 2014

Physics 111. Exam #1. January 24, 2014 Phyic 111 Exam #1 January 24, 2014 Name Pleae read and follow thee intruction carefully: Read all problem carefully before attempting to olve them. Your work mut be legible, and the organization clear.

More information

A) When two objects slide against one another, the magnitude of the frictional force is always equal to μ

A) When two objects slide against one another, the magnitude of the frictional force is always equal to μ Phyic 100 Homewor 5 Chapter 6 Contact Force Introduced ) When two object lide againt one another, the magnitude of the frictional force i alway equal to μ B) When two object are in contact with no relative

More information

INTERACTIVE TOOL FOR ANALYSIS OF TIME-DELAY SYSTEMS WITH DEAD-TIME COMPENSATORS

INTERACTIVE TOOL FOR ANALYSIS OF TIME-DELAY SYSTEMS WITH DEAD-TIME COMPENSATORS INTERACTIVE TOOL FOR ANALYSIS OF TIMEDELAY SYSTEMS WITH DEADTIME COMPENSATORS Joé Lui Guzmán, Pedro García, Tore Hägglund, Sebatián Dormido, Pedro Alberto, Manuel Berenguel Dep. de Lenguaje y Computación,

More information

ROBÓTICA Servoposicionamiento y Estimación de Pose Usando Sensores Visuales: Teoría y Aplicaciones

ROBÓTICA Servoposicionamiento y Estimación de Pose Usando Sensores Visuales: Teoría y Aplicaciones V ESCUELA DE INVIERNO PARA LA DIVULGACION DE LA ROBÓTICA, NANOTECNOLOGIA Y NEUROCIENCIA Univeridad Ténia Federio Santa María 5 julio 2 ROBÓTICA Servopoiionamiento y Etimaión de Poe Uando Senore Viuale:

More information

A Three-Hybrid Treatment Method of the Compressor's Characteristic Line in Performance Prediction of Power Systems

A Three-Hybrid Treatment Method of the Compressor's Characteristic Line in Performance Prediction of Power Systems A Three-Hybrid Treatment Method of the Compressor's Charateristi Line in Performane Predition of Power Systems A Three-Hybrid Treatment Method of the Compressor's Charateristi Line in Performane Predition

More information

2. METHOD DATA COLLECTION

2. METHOD DATA COLLECTION Key to learning in pecific ubject area of engineering education an example from electrical engineering Anna-Karin Cartenen,, and Jonte Bernhard, School of Engineering, Jönköping Univerity, S- Jönköping,

More information

Spring 2006 Process Dynamics, Operations, and Control 10.450 Lesson 4: Two Tanks in Series

Spring 2006 Process Dynamics, Operations, and Control 10.450 Lesson 4: Two Tanks in Series Spring 6 Proe Dynami, Operation, an ontrol.45 Leon 4: Two Tank in Serie 4. ontext an iretion In Leon we performe a material balane on a mixing tank an erie a firt-orer ytem moel. We ue that moel to preit

More information

Linear energy-preserving integrators for Poisson systems

Linear energy-preserving integrators for Poisson systems BIT manucript No. (will be inerted by the editor Linear energy-preerving integrator for Poion ytem David Cohen Ernt Hairer Received: date / Accepted: date Abtract For Hamiltonian ytem with non-canonical

More information

SZENT ISTVÁN UNIVERSITY

SZENT ISTVÁN UNIVERSITY SZENT ISTVÁN UNIVERSITY BLOCK-ORIENTED MODELING OF SOLAR THERMAL SYSTEMS Thei of the dotoral (Ph.D.) diertation Jáno Buzá Gödöllő 2009 Dotoral hool denomination: Mehanial Engineering PhD Shool iene: Energeti

More information

Control of Wireless Networks with Flow Level Dynamics under Constant Time Scheduling

Control of Wireless Networks with Flow Level Dynamics under Constant Time Scheduling Control of Wirele Network with Flow Level Dynamic under Contant Time Scheduling Long Le and Ravi R. Mazumdar Department of Electrical and Computer Engineering Univerity of Waterloo,Waterloo, ON, Canada

More information

Queueing systems with scheduled arrivals, i.e., appointment systems, are typical for frontal service systems,

Queueing systems with scheduled arrivals, i.e., appointment systems, are typical for frontal service systems, MANAGEMENT SCIENCE Vol. 54, No. 3, March 28, pp. 565 572 in 25-199 ein 1526-551 8 543 565 inform doi 1.1287/mnc.17.82 28 INFORMS Scheduling Arrival to Queue: A Single-Server Model with No-Show INFORMS

More information

Pain and Suffering Damages in Wrongful Death Cases: An Empirical Study Yun chien Chang, * Theodore Eisenberg, ** Han Wei Ho, *** Martin T.

Pain and Suffering Damages in Wrongful Death Cases: An Empirical Study Yun chien Chang, * Theodore Eisenberg, ** Han Wei Ho, *** Martin T. Draft of June 1, 2014 Pain and Suffering Damage in Wrongful Death ae: An Emirial Study Yun hien hang, * Theodore Eienberg, ** Han Wei Ho, *** Martin T. Well **** Abtrat Mot juridition in the U.S. award

More information

Centralized and Decentralized Decision Making in Organizations

Centralized and Decentralized Decision Making in Organizations Centralize an Deentralize Deiion Making in Organization Ján Zábojník, Univerity of Southern California an Queen Univerity Thi artile ientifie a new type of ot aoiate with entralization. If worker are liquiity

More information

10 UNSTEADY FLOW IN OPEN CHANNELS

10 UNSTEADY FLOW IN OPEN CHANNELS 0 UNTEY FLOW IN OEN CHNNEL 0. Introdution Unsteady flow in open hannels differs from that in losed onduits in that the eistene of a free surfae allows the flow ross-setion to freely hange, a fator whih

More information

Digital Communication Systems

Digital Communication Systems Digital Communication Sytem The term digital communication cover a broad area of communication technique, including digital tranmiion and digital radio. Digital tranmiion, i the tranmitted of digital pule

More information

Chapter 1: Introduction

Chapter 1: Introduction Chapter 1: Introdution 1.1 Pratial olumn base details in steel strutures 1.1.1 Pratial olumn base details Every struture must transfer vertial and lateral loads to the supports. In some ases, beams or

More information

The analysis of brushing tool characteristics

The analysis of brushing tool characteristics ARCHIVES OF CIVIL AND MECHANICAL ENGINEERING Vol. IV 004 No. 4 The analysis of rushing tool harateristis Kiele University of Tehnology, al. Tysiąleia P. P. 7, 5-34 Kiele In this paper, an analytial proedure

More information

A note on profit maximization and monotonicity for inbound call centers

A note on profit maximization and monotonicity for inbound call centers A note on profit maximization and monotonicity for inbound call center Ger Koole & Aue Pot Department of Mathematic, Vrije Univeriteit Amterdam, The Netherland 23rd December 2005 Abtract We conider an

More information

Towards Control-Relevant Forecasting in Supply Chain Management

Towards Control-Relevant Forecasting in Supply Chain Management 25 American Control Conference June 8-1, 25. Portland, OR, USA WeA7.1 Toward Control-Relevant Forecating in Supply Chain Management Jay D. Schwartz, Daniel E. Rivera 1, and Karl G. Kempf Control Sytem

More information

Effects of Inter-Coaching Spacing on Aerodynamic Noise Generation Inside High-speed Trains

Effects of Inter-Coaching Spacing on Aerodynamic Noise Generation Inside High-speed Trains Effets of Inter-Coahing Spaing on Aerodynami Noise Generation Inside High-speed Trains 1 J. Ryu, 1 J. Park*, 2 C. Choi, 1 S. Song Hanyang University, Seoul, South Korea 1 ; Korea Railroad Researh Institute,

More information

Engineering Bernoulli Equation

Engineering Bernoulli Equation Engineering Bernoulli Equation R. Shankar Subramanian Department of Chemical and Biomolecular Engineering Clarkon Univerity The Engineering Bernoulli equation can be derived from the principle of conervation

More information

Heat transfer to or from a fluid flowing through a tube

Heat transfer to or from a fluid flowing through a tube Heat tranfer to or from a fluid flowing through a tube R. Shankar Subramanian A common ituation encountered by the chemical engineer i heat tranfer to fluid flowing through a tube. Thi can occur in heat

More information

Turbulent Mixing and Chemical Reaction in Stirred Tanks

Turbulent Mixing and Chemical Reaction in Stirred Tanks Turbulent Mixing and Chemical Reaction in Stirred Tank André Bakker Julian B. Faano Blend time and chemical product ditribution in turbulent agitated veel can be predicted with the aid of Computational

More information

MBA 570x Homework 1 Due 9/24/2014 Solution

MBA 570x Homework 1 Due 9/24/2014 Solution MA 570x Homework 1 Due 9/24/2014 olution Individual work: 1. Quetion related to Chapter 11, T Why do you think i a fund of fund market for hedge fund, but not for mutual fund? Anwer: Invetor can inexpenively

More information

COMPANY BALANCE MODELS AND THEIR USE FOR PROCESS MANAGEMENT

COMPANY BALANCE MODELS AND THEIR USE FOR PROCESS MANAGEMENT COMPANY BALANCE MODELS AND THEIR USE FOR PROCESS MANAGEMENT Mária Mišanková INTRODUCTION Balance model i in general tem of equation motl linear and the goal i to find value of required quantit from pecified

More information

Transient turbulent flow in a pipe

Transient turbulent flow in a pipe Tranient turbulent flow in a pipe M. S. Ghidaoui A. A. Kolyhkin Rémi Vaillancourt CRM-3176 January 25 Thi work wa upported in part by the Latvian Council of Science, project 4.1239, the Natural Science

More information

A technical guide to 2014 key stage 2 to key stage 4 value added measures

A technical guide to 2014 key stage 2 to key stage 4 value added measures A technical guide to 2014 key tage 2 to key tage 4 value added meaure CONTENTS Introduction: PAGE NO. What i value added? 2 Change to value added methodology in 2014 4 Interpretation: Interpreting chool

More information

Chapter H - Problems

Chapter H - Problems Chapter H - Problem Blinn College - Phyic 45 - Terry Honan Problem H.1 A wheel rotate from ret to 1 ê in 3. Aume the angular acceleration i contant. (a) What i the magnitude of the wheel' angular acceleration?

More information

DISTRIBUTED DATA PARALLEL TECHNIQUES FOR CONTENT-MATCHING INTRUSION DETECTION SYSTEMS

DISTRIBUTED DATA PARALLEL TECHNIQUES FOR CONTENT-MATCHING INTRUSION DETECTION SYSTEMS DISTRIBUTED DATA PARALLEL TECHNIQUES FOR CONTENT-MATCHING INTRUSION DETECTION SYSTEMS Chritopher V. Kopek Department of Computer Science Wake Foret Univerity Winton-Salem, NC, 2709 Email: kopekcv@gmail.com

More information

A COMPARATIVE STUDY OF THREE-PHASE AND SINGLE-PHASE PLL ALGORITHMS FOR GRID-CONNECTED SYSTEMS

A COMPARATIVE STUDY OF THREE-PHASE AND SINGLE-PHASE PLL ALGORITHMS FOR GRID-CONNECTED SYSTEMS A COMPARATIE STUDY OF THREEPHASE AND SINGLEPHASE PLL ALGORITHMS FOR GRIDCONNECTED SYSTEMS Ruben Marco do Santo Filho Centro Federal de Educação Tecnológica CEFETMG Coord. Eletrônica Av. Amazona 553 Belo

More information

Design of Compound Hyperchaotic System with Application in Secure Data Transmission Systems

Design of Compound Hyperchaotic System with Application in Secure Data Transmission Systems Deign of Compound Hyperchaotic Sytem with Application in Secure Data Tranmiion Sytem D. Chantov Key Word. Lyapunov exponent; hyperchaotic ytem; chaotic ynchronization; chaotic witching. Abtract. In thi

More information

Design Capacities for Oriented Strand Board

Design Capacities for Oriented Strand Board Deign Capacitie for Oriented Strand Board Alloale Stre Deign (ASD) The deign value in thi document correpond ith thoe pulihed in the 005 edition of the AF&PA American Wood Council Alloale Stre Deign (ASD)/RFD

More information

Intelligent Measurement Processes in 3D Optical Metrology: Producing More Accurate Point Clouds

Intelligent Measurement Processes in 3D Optical Metrology: Producing More Accurate Point Clouds Intelligent Measurement Proesses in 3D Optial Metrology: Produing More Aurate Point Clouds Charles Mony, Ph.D. 1 President Creaform in. mony@reaform3d.om Daniel Brown, Eng. 1 Produt Manager Creaform in.

More information

Three Phase Theory - Professor J R Lucas

Three Phase Theory - Professor J R Lucas Three Phae Theory - Profeor J Luca A you are aware, to tranit power with ingle phae alternating current, we need two wire live wire and neutral. However you would have een that ditribution line uually

More information

arxiv:astro-ph/0304006v2 10 Jun 2003 Theory Group, MS 50A-5101 Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720 USA

arxiv:astro-ph/0304006v2 10 Jun 2003 Theory Group, MS 50A-5101 Lawrence Berkeley National Laboratory One Cyclotron Road Berkeley, CA 94720 USA LBNL-52402 Marh 2003 On the Speed of Gravity and the v/ Corretions to the Shapiro Time Delay Stuart Samuel 1 arxiv:astro-ph/0304006v2 10 Jun 2003 Theory Group, MS 50A-5101 Lawrene Berkeley National Laboratory

More information

HOMOTOPY PERTURBATION METHOD FOR SOLVING A MODEL FOR HIV INFECTION OF CD4 + T CELLS

HOMOTOPY PERTURBATION METHOD FOR SOLVING A MODEL FOR HIV INFECTION OF CD4 + T CELLS İtanbul icaret Üniveritei Fen Bilimleri Dergii Yıl: 6 Sayı: Güz 7/. 9-5 HOMOOPY PERURBAION MEHOD FOR SOLVING A MODEL FOR HIV INFECION OF CD4 + CELLS Mehmet MERDAN ABSRAC In thi article, homotopy perturbation

More information

Design Capacities for Structural Plywood

Design Capacities for Structural Plywood Deign Capacitie for Structural Plyood Alloale Stre Deign (ASD) The deign value in thi document correpond ith thoe pulihed in the 005 edition of the AF&PA American Wood Council Alloale Stre Deign (ASD)/RFD

More information

Chapter 5 Single Phase Systems

Chapter 5 Single Phase Systems Chapter 5 Single Phase Systems Chemial engineering alulations rely heavily on the availability of physial properties of materials. There are three ommon methods used to find these properties. These inlude

More information

Relativity in the Global Positioning System

Relativity in the Global Positioning System Relativity in the Global Positioning System Neil Ashby Department of Physis,UCB 390 University of Colorado, Boulder, CO 80309-00390 NIST Affiliate Email: ashby@boulder.nist.gov July 0, 006 AAPT workshop

More information

MSc Financial Economics: International Finance. Bubbles in the Foreign Exchange Market. Anne Sibert. Revised Spring 2013. Contents

MSc Financial Economics: International Finance. Bubbles in the Foreign Exchange Market. Anne Sibert. Revised Spring 2013. Contents MSc Financial Economic: International Finance Bubble in the Foreign Exchange Market Anne Sibert Revied Spring 203 Content Introduction................................................. 2 The Mone Market.............................................

More information