Disassembly matrix for disassembly processes of products

Size: px
Start display at page:

Download "Disassembly matrix for disassembly processes of products"

Transcription

1 int j pro res, 00, vol 40, no, 55± Disassemly matrix for isassemly proesses of prouts YUAN MAO HUANGy* an CHUN-TING HUANGy The stuy proposes a feasile an e etive metho that improves existing methos for omputer-aie isassemly planning The elements of three interferene matries of omponents in an assemly in the iretions of the x, y an z- axes are onsiere as the right igit, mile igit an left igit, respetively, for the elements of the propose isassemly matrix in a inary system By using a Boolean operation or an arithmeti operator with the epth- rst-searh metho, the algorithm is evelope an a software program is generate to reate all of the possile isassemly sequenes an iretions for omponents in a tree iagram The propose isassemly matrix provies more possile isassemly proesses than the existing isassemly methos to etermine preferre isassemly proesses The software program is espeially useful for etermining preferre isassemly proesses for omplex evies This isassemly matrix not only an help isassemle isposale evies, ut also an evaluate potential prouts for ease of isassemly uring esign 1 Introution A proper esign for isassemly is important to failitate environmental protetion an make the maintenane an repair of prouts more ost-e etive Environmentally protetive esign or the green esign of prouts links the en of the prout s life yle to its eginning to minimize the harmful impat of the ispose prouts on the environment y reyling an reuse of the ispose material The isassemly proesses of some prouts are the reversal of their assemly proesses Therefore, the reversal of the assemly proess an e use as a referene to revise an improve the isassemly sequene for a evie Ko an Lee (198) use the relationships an mating onitions etween omponents in an assemly to generate a hierarhial tree an investigate the interferene etween omponents to generate an assemly sequene Tonsho et al (199) applie a knowlege-ase system with the ai of the omputer to esign prouts for the automation of assemly Gottipolu an Ghosh (199) use an assemly sequene graph to otain all of the possile assemly sequenes Choi an Zha (1998) utilize an arti ial intelligene language to searh for preferre assemly sequenes uner known onitions y eliminating some unreasonal e sequenes Homem et al (1991) esrie the isassemly prolem in terms of inputs an outputs They illustrate that ertain isassemly sequenes annot e erive from simply reversing the assemly sequene Boothroy an Alting (199) fouse on esign for assemly an isassemly an propose some methos for analyzing the Revision reeive June 001 { Department of Mehanial Engineering, National Taiwan University, Taipei, Taiwan 104, Repuli of China * To whom orresponene shoul e aresse ymhuang@msntueutw International Journal of Proution Researh ISSN 000±54 print/issn 1±588X online # 00 Taylor & Franis Lt DOI: /

2 5 Y M Huang an C-T Huang assemly of a prout Arai an Iwata (199) generate a three-imensional geometri moel of a prout an use kinematis simulation to analyse possile iretions of motion an require isplaements of every omponent to etermine possile isassemly sequenes However, users jugment must e applie to the system to etermine possile isassemly sequenes Gah (199) investigate the isassemly of prouts through e-manufaturin g analysis an lassi e the appliations of reyling, refurishing an reusing Expression of the relationships among the omponents of an assemly is important for generation of possile assemly or isassemly sequenes An inappropriate expression an reate unesirale e ets The tree iagram often use for funtional esigns an also e use to show the struture of an assemly with some suassemlies (Pahl an Beitz 1988) Eah su-assemly an then e isassemle into separate groupings an eah grouping an further e isassemle into iniviual omponents However, the tree iagram oes not provie enough information to generate isassemly sequenes Dini an Santohi (199) propose a liaison matrix for replaing the onnetion graph use in a liaison iagram This metho is similar to the liaison graph metho, ut availale information is not su ient for isassemling prouts Dini an Santohi (199) propose a mathematial moel onsisting of an interferene matrix, a ontat matrix an a onnetion matrix The interferene matrix an the ontat matrix were use to otain the isassemly information from the CAD system Laperriere an ElMaraphy (1994) propose a irete graph expression that an quikly generate the relationships among omponents inluing the interferene relation, the ontat relation an the onnetion relation They isassemle the original assemly into two parts an generate a simple iagram of the isassemle sequenes for the assemly Nevertheless, their irete graph expression metho takes time an manpower eause it requires human jugment to evaluate all pratial onitions In aition, this metho may reate the prolem requiring a xture for isassemly eause two omponents might e isassemle simultaneously Gottipolu an Ghosh (1995) propose a relational moel expression that use the relationship etween the geometry an the loation of omponents in the assemly to esrie all possile theoretial an atual omponent relationships However, the relational moel expression requires extensively a lot of reore information an is not suitale for the isassemly of most prouts Lamert (199) utilize a liaison iagram an a isassemly graph to etermine the most ost-e etive isassemly sequene However, many possiilities neee to e evaluate an e ieny was low In aition, ue to lak of information aout an the unlear relationships etween the omponents, this metho is not suitale for isassemling prouts Gen et al (1998) isusse a joining tehnique relying on integral attahment esign with snap- ts, atual attahment features, seletion of the interfae geometry, an an assemly sequene epening on the spei type an numer an plaement of the attahment features use Zussman an Zhou (1999) use a simpli e telephone to illustrate the isassemly proess planning methoology Zussman et al (1994) showe all possile isassemly sequenes generate y the AND/OR operators in a tree iagram an etermine the preferre isassemly sequene with onsieration of all values of omponents Harjula an Rapoza (199) evaluate i erent levels of isassemly to reue time an osts for proution, while maintaining environmental safety

3 Disassemly matrix for prout isassemly proesses 5 Gungor an Gupta (199) e ne joint types an iretions for omponents in a isassemly an use weighting fators for methos of isassemly an iretions to etermine the preferre isassemly sequene an to alulate the total isassemly time Johnson an Wang (1998) propose an evaluation metho that etermine isassemly sequenes ase on the eonomi onsieration of isposing, reyling, re-manufaturing, an reusing materials after isassemly In summary, some of these methos an e use to provie insight on isassemly an to help generate a relational moel expression Most of the researhers fouse on the evaluation of isassemly in the ontext of eonomial performane, ut they neglete to fous on the etermination of the optimum isassemly sequenes A goo isassemly sequene is very important for a prout Components with interferene may not e in ontat with eah other Therefore, this stuy will propose a feasile an e etive metho for isassemly y introuing a isassemly matrix with the epth- rst-searh metho an will generate a software program This isassemly matrix will not only provie all the isassemly sequenes an iretions in the tree iagram, ut also will reue neessary memory ompare with that of three interferene matries use y Dini an Santohi (199) The isassemly matrix will provie all isassemly sequenes with one omponent isassemle at one time to improve the Laperriere an ElMaraphy s irete graph expression an existing methos Approah 1 Interferene matrix The relationship etween two omponents in an assemly is require in orer to etermine possile isassemly sequenes If the omponent e i of an assemly oes not interfere with another omponent e j in the iretion of the k-axis, the omponent e i an e isassemle freely from the omponent e j in the iretion of the k-axis Consequently, the omponent e j an e isassemle from the omponent e i in the iretion of the k-axis If the omponent e i that moves in the iretion of the k-axis has interferene with another omponent e j, then the omponent e j that moves in the iretion of the k-axis will in turn have interferene with the omponent e i The interferene matries in the iretion of the k-axis an e generate as (Dini an Santohi 199): H k ˆ e 1 e e 1 e e n h 11k h 1k h 1nk h 1k h k 4 5 : 1 e n h n1k h nk h nnk The elements in row e i of equation (1) stan for the interferene relationship of the omponent e i with all of the omponents in the iretion of the k-axis, an the elements in olumn e j stan for the interferene relationship of the omponent e j with all of the omponents in the iretion of the k-axis If interferene exists etween omponents e i an e j, the element h ijk in the matrix is 1 Vie versa, the element h ijk in the matrix is 0 The element h mmk is always equal to 0 eause no omponent an have interferene with itself

4 58 Y M Huang an C-T Huang Disassemly matrix The interferene matries in the iretions of the x-, y- an z-axes as shown in equation (1) an e omine into one matrix, the isassemly matrix, y using the inary system as e 1 e e n result e 1 h 11z h 11y h 11x h 1z h 1y h 1x h 1nz h 1ny h 1nx h az h y h x e h 1z H 1y h 1x h z h y h x h z h ey h fx A ˆ : 4 5 e n h n1z h n1y h n1x h nz h ny h nx h nnz h nny h h gz h hy h lx nnx result h mz h oy h px h qz h ry h sx h tz h uy h vx The elements h ijz, h ijy an h ijx in matries H z, H y an H x, respetively, in equation (1) are the left igit, the mile igit an the right igit, respetively, of the element h ijz h ijy h ijx in the isassemly matrix If the eimal system is use, the element in the isassemly matrix is h ijz x h ijy x 1 h ijx x 0 an the isassemly matrix is A ˆ e 1 e e n h 11z h 11y h 11x h 1z h 1y h 1x h 1nz h 1ny h 1nx h 1z h 1y h 1x h z h y h x 4 5 e 1 e e n h n1z h n1y h n1x h nz h ny h nx h nnz h nny h nnx The element in the isassemly matrix iniates the interferene of one omponent with the other omponents of a prout If the right igits of all elements, h ijx, in row e i are equal to zero, then the omponent e i oes not have interferene in the iretion of the x-axis with the omponent e j, so the omponent e i an e isassemle freely in the iretion of the x axis from the omponent e j If the right igit of any element in row e i is equal to 1, then the omponent e i annot e isassemle in the iretion of the x-axis If the right igits of all elements, h ijx, in olumn e j are equal to zero, then the omponent e j an e isassemle freely in the iretion of the x-axis If the right igit of any element in olumn e j is not equal to zero, then the omponent e j annot e isassemle in the iretion of the x-axis Similarly, the mile igits an left igits of all elements in the isassemly matrix are use to investigate the interferene of omponents in the iretions of the y an y-axes, an the z an z-axes, respetively The Boolean operator `OR an e use to omine the right, mile an left igits, respetively, of the elements in the isassemly matrix at any row or olumn to etermine whether a omponent an e freely isassemle in a spei iretion If the right igits of all elements, h ijx, in row e i, j ˆ 1; ; ; n, are equal to 0, then the result of h 1jx in this row is equal to 0, an the omponent e i an e isassemle freely in the iretion of the x-axis If the right igit of any element, h 1jx, in row e i, j ˆ 1; ; ; n, is not equal to 0, then the result of h ijx in this row is equal to 1, an the omponent e i annot e isassemle in the iretion of the x-axis Similarly, the BIN DEC :

5 Disassemly matrix for prout isassemly proesses 59 results of h ijy an h ijz, respetively, j ˆ 1; ; ; n, for any row an e etermine, an the interferene of all omponents in the iretions of the y an z axes an e etermine If the right igits of all elements, h ijx, in olumn e j, i ˆ 1; ; ; n, are equal to 0, then the result of h ijx in this olumn is equal to 0, an the omponent e j an e isassemle freely in the iretion of the x-axis If the right igit of any element, h ijx, in olumn e j, i ˆ 1; ; ; n, is not equal to 0, then the result of h ijx in this olumn is equal to 1, an the omponent e j annot e isassemle in the iretion of the x-axis Similarly, the results of h ijy an h ijz, respetively, i ˆ 1; ; ; n, for any olumn e j an e etermine, an the interferene of all omponents in the iretions of the y an z-axes an e etermine The arithmeti operator `+ an also e use to investigate the sum of the left, mile an right igits of elements, respetively, at any row or at any olumn If any one of the right igits in row e i is equal to 1, then the result proue from using the arithmeti operator `+ for the right igits in row e i is not equal to 0 Therefore, the omponent e i annot e isassemle freely in the iretion of the x-axis, whih is the result otaine y using the Boolean operator; an so on for the mile an left igits at any row or at any olumn Generation of isassemly sequene A state of an assemly with n omponents is expresse as a noe as shown in gure 1 If the omponent e i in the assemly an e isassemle in the iretion of the k-axis, then the assemly without the omponent e i an the isassemle omponent e i in the iretion of the k-axis are ae elow the previous noe as shown in gure 1 The symol k within the parenthesis stans for the iretion of the axis that the omponent e j an e isassemle Disassemling the omponent e i an eliminating the orresponing row an olumn for the omponent e i from the isassemly matrix, equation () eomes A ˆ e 1 e e n h 11z h 11y h 11x h 1z h 1y h 1x h 1nz h 1ny h 1nx h 1z h 1y h 1x h z h y h x ::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: ::::::::: 4 5 h n1z h n1y h n1x h nz h ny h nx h nnz h nny h nnx e 1 e e n BIN : 4 The ashe lines stan for the row an the olumn eliminate The Boolean operator `OR for the simpli e isassemly matrix is again use to ontinue isassemly proesses If there is more than one omponent at this noe an no omponent an e isassemle further, this noe will e eliminate automatially If only one omponent exists at this noe, it is impossile to isassemle this noe any further ::::::::::::::::::::::::::::::::: [ e 1, e,, e i,, e j,, e n ] a a su-noe [ e 1, e,, e j,, e n ] e i [ +k] Figure 1 Input su-noe

6 0 Y M Huang an C-T Huang 1 1 (a) Figure () Staility of assemly fall The staility of the other omponents after one omponent has een isassemle a ets the e ieny of isassemly Generally speaking, staility is ahieve if the other omponents an maintain their original states after one omponent is isassemle For example, the omponent as shown in gure (a) stays stale after the omponent, a olt, is remove away Contrarily, if the omponent as shown in gure () is joine with the omponent 1 y the omponent, a olt, then the omponent must e isassemle right after the omponent is isassemle Otherwise, the omponent will fall own eause it is unstale Therefore, existing onstraints shoul e taken into aount when generating isassemly sequenes Two symols `> an ` are use for onstraints of isassemly The symol e j > e k means that the omponent e j must e isassemle efore the omponent e k is isassemle It is neessary to investigate whether the omponent e j still exists after the omponent e k is isassemle If the omponent e j still exists, then this isassemly su-noe is exlue as shown in gure The symol within the parentheses stans for the iretions that the omponent e j an e isassemle, i e the iretions of k an k-axes The symol e j e k means that only the omponent e k, an none of the other omponents, must e isassemle right after the omponent e j is isassemle However, the omponent e j oes not neessarily nee to e isassemle efore the omponent e k is isassemle If the omponent e k has een isassemle, then this onstraint is voi It is neessary to examine the existene of the omponent e k after the omponent e j is isassemle If the omponent e k exists, it must e isassemle right after the omponent e j is isassemle, an the su-noe of isassemling the omponent e k must e followe as shown in gure 4 The onstraint ` has the highest priority The existene of the onstraint ` will a et the numer of su-noes [ e 1, e, e i, e j, e k, e n ] a a su-noe onstraint e j >e k [ e 1, e, e i, e k, e n ] e j [+k-k] [ e 1, e, e i, e j, e n ] e k [+k-k] a a su-noe [ e 1, e, e i, e j, e k, e n ] e [+k-k] to isassemle omponent e k efore isassemling omponent e j is not allowe Figure Generation of su-noes with onstraint

7 Disassemly matrix for prout isassemly proesses 1 [ e 1, e, e i, e k, e n ] e j [ +k] a a su-noe onstraint e j -e k [ e 1, e, e i, e n ] e k [ +k-k] [ e 1, e, e k, e n ] e [ +k-k] omponent e k is not isassemle right after omponent e j Figure 4 Generation of a su-noe with onstraint If the omponent e j must always e isassemle efore the omponent e k is isassemle, an the omponent e k must uniquely e isassemle right after the omponent e j is isassemle, then the symols e j > e k an e j e k are use simultaneously All of the isassemly sequenes an e etermine aoring to their onstraints y using the epth- rst-searh metho 4 Disassemly evaluation metho After all of the isassemly sequenes are generate, the preferre isassemly sequene must e etermine to most e iently isassemle a prout Several fators a et the e ieny of isassemly For example, hanging the isassemly iretions of omponents uring isassemly a ets the e ieny of isassemly If the isassemly iretion of a omponent is the same as that of the omponent isassemle previously, then the isassemly time an e reue The reommene graes for evaluating hanges of isassemly iretions an tools are shown in tales 1 an The lower the grae in terms of time, seon, the etter the esign for isassemly Results A software program is generate ase on the algorithm evelope in this stuy y using the Borlan C Builer 0 language The elements of the isassemly matrix are use as input to the software program Two assemlies are use to ensure Diretion hange (8) Grae (s) Example 0 0 No hange of iretion 90 5 from x-axis to y-axis from z-axis to z-axis Tale 1 Graes for hange of isassemly iretion Tool Grae (s) Example No hange 0 Same srewriver Change 10 hange from srewriver to pliers Tale Graes for hanging tools

8 Y M Huang an C-T Huang the aeptane of the isassemly matrix, an then the isassemly proess of a ompressor is etermine 1 Disassemly of assemly 1 The interferene matries in the iretions of the x, y an z-axes y inspetion for the assemly 1 as shown in gure 5, respetively, are a a H s ˆ H y ˆ a a H z ˆ a a : The isassemly matries in the inary system an the eimal system, respetively, are A ˆ a a BIN 8 a hange of isassemly iretion z x y Figure 5 Change of isassemly iretion

9 Disassemly matrix for prout isassemly proesses an a a A ˆ DEC : 9 The omine results of the right, mile an left igits, respetively, for any row an any olumn of the isassemly matrix in equation (8) y using the Boolean operator are: a result a A ˆ : result Only the omponent an e isassemle freely in the iretion of the z-axis Disassemling the omponent an eliminating the omponent from the orresponing row an olumn of the isassemly matrix results in BIN 011 A ˆ a a ::::::::::::::::::::::::::: :::::::::::::::::::::::::::::::::::::::: BIN ) a a : The remaining omponents an e isassemle an the iretions of isassemly are a : f x x yg; : f x x yg an : f x x y y zg Any omponent a, or an e selete rst to ontinue isassemly proesses If the omponent a is isassemle after the omponent has een isassemle, then eliminating the orresponing row an olumn of the omponent a from the isassemly matrix results in: a a ::::::::::::::::::::::::::::::::::: :::::::::::::::::: BIN ) result µ BIN result : 1 Using the Boolean operator `OR, the results for the omponents are also shown in equation (1) The remaining omponents an e isassemle The possile isassemly omponents an the isassemly iretions of the omponents are : f x x y y zg an : f x x y y zg Similarly, all of the sunoes an e reate

10 4 Y M Huang an C-T Huang [ a,,,] [ a,,] :[ +z] [,] a:[ +x-x-y] [ a,] :[ +x-x+y] [ a,] :[ +x-x+y-y+z] [ ] :[ +x-x+y-y-z] [ ] :[ +x-x+y-y+z] [ ] a:[ +x-x+y-y-z] [ a] :[ +x-x+y-y+z] [ ] a:[ +x-x-y] [ a] :[ +x-x+y] path 1 path path path 4 path 5 path Figure Tree iagram for isassemly sequenes of assemly 1 Inputting the elements of the isassemly matrix in equation (8) into the software program results in the isassemly alternative sequenes in the tree iagram as shown in gure The possile isassemly path 1 is from fa; ; ; g to fa; ; g : f zg to f; ga : f x x yg to fg : f x x y y zg There are ve possile iretions of isassemling the omponent, three possile iretions of isassemling the omponent a, an one possile iretion of isassemling the omponent Therefore, there are 5 1 ˆ 15 possile isassemly proesses for the path 1 Similarly, the possile isassemly proesses for the paths ± are 5 1 ˆ 15, 5 1 ˆ 15, 5 1 ˆ 15, 5 1 ˆ 15 an 5 1 ˆ 15, respetively The total possile isassemly proesses is 90 that are otaine from Consiering the iretion hanges of omponents uring isassemly with the grae in terms of time, the preferre isassemly sequenes with isassemly omponents an iretions are : f zga : f xg : f xg, : f zga : f xg : f xg, : f zga : f yg : f yg, : f zga : f xg : f xg, : f zga : f xg : f xg, : f zga : f yg : f yg, : f zg : f xga : f xg, : f zg : f xga : f xg, : f zg : f yga : f yg, : f zg : f xg : f xg, : f zg : f xg : f xg, : f zg : f yg : f yg, : f zg : f zga : f xg, : f zg : f zga : f xg, : f zg : f zga : f yg, : f zg : f xga : f xg, : f zg : f xga : f xg, : f zg : f yga : f yg, : f zg : f zg : f xg, : f zg : f zg : f xg, : f zg : f zg : f yg, : f zg : f xg : f xg, : f zg : f xg : f xg an : f zg : f yg : f yg Disassemly of assemly The isassemly matrix of the assemly with four omponents as shown in gure is a a A ˆ : Inputting the elements of the isassemly matrix into the software program results in the isassemly sequenes in the tree iagram as shown in gure 8 Base on the BIN

11 Disassemly matrix for prout isassemly proesses 5 a z x y Figure Assemly with four omponents Figure 8 Disassemly tree iagram of assemly result of the isassemly sequenes, it is known that the rst step is to isassemle omponent a in the iretion of the z-axis or to isassemle omponent in the iretion of the z-axis The numers of possile isassemly paths are: path 1, ˆ 0; path, ˆ 0; path, 5 1 ˆ 15; path 4, 5 1 ˆ 15; path 5, ˆ 0; path, ˆ 0; path, ˆ 5; path 8, ˆ 5; path 9, 1 1 ˆ ; an path 10, 1 1 ˆ The numer of possile total isassemly proesses is 1 that are otaine from The preferre isassemly sequenes with orresponing isassemly omponents an iretions are a : f zg : f zg : f zg an : f zg : f zg : f zg, eause neither of them nees to hange isassemly iretion Disassemly of assemly The assemly is the rotary ompressor with sliing vanes as shown in gure 9, whih hallenges to the urrently existing ompressors There are two iagonally symmetri inlet ports an outlet ports, respetively When the rotor rotates, the vanes slie to hange the volume segments an air is rawn in Air is isharge from the outlet ports after it is ompresse The omponents of the assemly are shown in gure 10 Components a,, an e are the front, rear, upper an lower over plates, respetively Components f an g are earings There are four olts on eah over plates Components h, i, j an k stan for four olts on the plates, a,, an e, respetively, to reue the size of isassemly matries, the omputer memory an running time Components, l an m are a stator, a rotor an vanes, respetively There are 1 omponents totally If omponents are onstraine in the iretion of the y-axis to reue the unneessary ost of omputer running time, the

12 Y M Huang an C-T Huang z x y Figure 9 Rotary ompressor with sliing vanes i j g h f m a k l x z e y Figure 10 Components of the rotary vane ompressor simpli e interferene matries in the iretions of the x-, y- an z-axes, respetively, are H x ˆ a e f g h i j k l m a e f g h i j k l m

13 Disassemly matrix for prout isassemly proesses H y ˆ a e f g h i j k l m a e f g h i j k l m First isassemly Grae for hange Seon isassemly Grae for hange Sequene Diretion (s) Tool (s) Sequene Diretion (s) Tool (s) f f xg f f xg hf xg 0 10 hf xg 0 10 af xg 0 10 af xg 0 10 mf xg 0 0 mf xg 0 0 lf xg 0 0 lf xg 0 0 gf xg 10 0 gf xg 10 0 if xg 0 10 if xg 0 10 f xg 0 10 f xg 0 10 jf zg 5 10 kf zg 5 10 f zg 0 10 ef zg 0 10 kf zg jf zg ef zg 0 10 f zg 0 10 Su-total Total Tale Comparison of two isassemly proesses

14 8 Y M Huang an C-T Huang H z ˆ a e f g h i j k l m a e f g : h i j k l m The isassemly matries in the inary system an the eimal system, respetively, are A ˆ a e f g h i j k l m a e f g h i j k l m an

15 Disassemly matrix for prout isassemly proesses 9 A ˆ a e f g h i j k l m a e 0 f 0 g 0 : 18 h 0 i 0 j 0 k 0 l m 0 The onstraint onitions are h > a, h a, j > ; j ; k > e; k e; i > ; i, m > l, l > g, a > ; > ; > ; e >, > an > e If the onstraints f > a an g > are ae, the total numer of the isassemly paths otaine from the isassemly matrix is 49 If the onstraints f > a an g > are further ae, the isassemly paths an e reue into two; f f xg, hf xg, af xg, mf xg, lf xg, gf xg, if xg, f xg, jf zg, f zg, kf zg, ef zg an f f xg, hf xg, af xg, mf xg, lf xg, gf xg, if xg, f xg, kf zg, ef zg, jf zg, f zg These two proesses are reasonale eause they are examine an satisfy with the onstraints Base on the isassemly proesses, a new ompressor is esigne, an the numer of omponents is reue to 9 as shown in gure 11 The isassemly matrix in the eimal system is A ˆ a e f g h i a e 0 : 19 f 0 g 0 h i 0 The onstraints are f > a, f a, g >, g, > a, e >, a >, >, h > e an i > h The isassemly sequene is f xg, f f xg, af xg, if xg, hf xg, ef xg, gf xg, f xg The grae for this isassemly is shown in tale 4 The numer of omponents for the new esign is four less than the previous esign The time require for isassemly is 55 s shorter

16 0 Y M Huang an C-T Huang g-olt x4 e-earing i-vane x10 h-rotor a -earing f-olt x4 x z y Figure 11 New ompressor Grae for hange Disassemly sequene Diretion (s) Tool (s) f xg f f xg 0 10 af xg 0 10 if xg 0 0 hf xg 0 0 ef xg 10 0 gf xg 0 10 f xg 0 10 Su-total Total 50 Tale 4 Grae for a new ompressor 4 Disussion If two omponents are in ontat with eah other, then interferene exists etween them, as the omponent an in gure However, interferene may exist etween two omponents that are not in ontat with eah other, as the omponent an in gure Therefore, interferene matries in the iretions of the x, y an z-axes are use to otain the isassemly matrix for etermining the isassemly sequenes of assemlies The isassemly matrix not only helps to isassemle ispose evies, ut also evaluates potential prouts for ease of isassemly for isposal uring esign The isassemly matrix in the eimal system or the inary system shows the relationships among the omponents with the omplete isassemly information The omputer memory of the isassemly matrix shoul e less than that of the Dini an Santohi (199) metho using three interferene matries This stuy makes it possile to attain all the isassemly sequenes an

17 Disassemly matrix for prout isassemly proesses 1 iretions that are not provie y Dini an Santohi an Laperriere an ElMaraphy (1994) Laperriere an ElMaraphy propose a irete graph expression metho, an the irete graph expression of the assemly as shown in gure is shown in gure 1 Base on Laperriere an ElMaraphy s metho, six possile paths without onsiering the isassemly iretions of the omponents are shown in gure 1 for omparison With onsieration of isassemly iretion of omponents for the assemly as shown in gure, 1 possile isassemly sequenes are otaine from the propose isassemly matrix With onsieration of graes for hanges of isassemly iretions of omponents, the preferre isassemly sequenes an e etermine to reue the time require Using the result of this stuy will reue human error to otain the preferre isassemly proesses The isassemly matrix an e use to isassemle omponents one y one The prolems of xture for isassemly that arises from simultaneously isassemling two omponents using Laperriere an ElMaraphy s metho as shown in gure o not ome up in this stuy There are some limitations to applying the results of this stuy First, etermination of the orientation of the prout in the eginning of isassemly is important to maintain the staility of omponents uring isassemly an to reue the total isassemly time Seon, although the software program generate in this stuy an provie the reasonale isassemly sequenes, users nee to input the ata of the isassemly matrix in the inary system or the eimal system manually Further stuy shoul assoiate with the soli moeling of the assemly in the CAD system an the program shoul e enhane with the apaility to etermine interferene of omponents an to improve the e ieny of isassemly Thir, efore aopting the soli moeling in the CAD system, users have to provie isassemly onstraints an experiene users shoul provie a omplete ataase for further isassemly a R 1 R Figure 1 Direte graph expression Figure 1 Six possile paths

18 Y M Huang an C-T Huang stuy to improve the apaility of this software Fourth, the isassemly matrix is limite for prouts that an e isassemle in three orthogonal iretions Di erent tools may e neee to isassemle i erent omponents Changing tools uring isassemling a ets the e ieny of isassemly In this stuy, the preferre isassemly sequenes are not evaluate ase on the time of hanging an using the tools eause to otain them is teious an high laour ost However, an important ojetive of generating all the possile isassemly sequenes is to n the preferre proess or the proess with the minimum proess time With that goal in min, attention shoul e fouse on measuring an reoring the i erent types of tools use an the total time to hange isassemly iretions Although the CAD system automatially generates all possile isassemly sequenes, this system is ine ient eause the times for innumerale proesses must e inputte an experiene users are require personally to evaluate the system an make ajustments Therefore, the reommene graes for evaluation of the time require to hange tools uring isassemly are shown in tale for the preliminary stuy The longer the time require, the worse the isassemly sequene an the esign for isassemly The minimum numer of isassemly tools shoul e use to reue the time for hanging tools for prout esigns For example, omputers are esigne in suh a way that only a srewriver is neee for assemly an isassemly to reue the time neee to hange tools Of ourse, the est esign woul nee no tools for assemly an isassemly 5 Conlusion Although some limitations exist an the software nees to e enhane in this stuy, the propose isassemly matrix nees a smaller omputer memory than that of the Dini an Santohi metho, an it an also etermine all the isassemly sequenes an iretions of omponents to improve the existing methos Therefore, the software program evelope in this stuy an provie a feasile an e etive systemati methoology to isassemle ispose prouts or evaluate the potential prouts uring esign Appliation of the results from this stuy will reue human errors uring etermining isassemly proesses Importantly, y applying the methoology esrie in this stuy, isassemly sequenes for omplex evies will ramatially improve Aknowlegements The authors sinerely thank the National Siene Counil of the Repuli of China for Grant NSC89-1-E for pulishing the stuy an to Grant D Huang for omments an revisions mae on the manusript Appenix A: Nomenlature A isassemly matrix, a; ; ; omponent of assemly, H interferene matrix, h element of interferene matrix, R relationship etween two omponents, an k; x; y; z iretion of axis

19 Disassemly matrix for prout isassemly proesses Susripts k; x; y; z iretion of axis, i row of matrix, j olumn of matrix Referenes Arai, E an Iwata, K, 199, CAD system with prout assemly/isassemly planning Rootis an Computer-Integrate Manufaturing, 10, 41±48 Boothroy, G an Alting, L, 199, Design for assemly an isassemly Annals of the CIRP, 4, 5± Choi, C K an Zha, X F, 1998, On the automati generation of prout assemly sequenes International Journal of Proution Researh,, 1± Dini, G an Santohi, M, 199, Automate sequening an suassemly etetion in assemly planning Annals of the CIRP, 41, 1±4 Gah, R, 199, Design for isassemly to support e-manufaturing Progress Report, University of Wisonsin Gen, S, Messler, R W Jr an Gariele, G A, 1998, Integral attahment using snap- t feature: a key to assemly automation Assemly Automation, 18, 8±4 Gottipolu, R B an Chosh, K, 199, Representation an seletion of assemly sequenes in omputer-aie assemly proess planning International Journal of Proution Researh, 5, 44±45 Gungor, A an Gupta, S M, 199, Evaluation methoology for isassemly proesses Computers an Inustrial Engineering,, 9± Harjula, T an Rapoza, B, 199, Design for isassemly an the environment CIRP Annals Ð Manufaturing Tehnology, 45, 109±114 Homem, L s, Mello, D E an Lee, S, 1991, Computer-Aie Mehanial Assemly Planning (Dorreht: Kluwer), pp 4±, 49±50 Johnson, M R an Wang, M H, 1998, Eonomial evaluation of isassemly operations for reyling, re-manufaturing an reuse International Journal of Proution Researh,, ±5 Ko, H an Lee, K, 198, Automati assemling proeure generation from mating onitions Computer-Aie Design, 19, 5±10 Lamert, A J D, 199, Optimal isassemly of omplex prouts International Journal of Proution Researh, 5, 509±5 Laperriere, L an Elmaraghy, H A, 1994, Assemly sequenes planning for simultaneous engineering appliations International Journal of Avane Manufaturing Tehnology, 9, 1±44 Pahl, G an Beitz, W, 199, Engineering Design: a System Approah (Berlin: Spring) Tonshoff, H K, Menzel, E an Park, H S, 199, A knowlege-ase system for automate assemly planning Annals of the CIRP, 41, 19±4 Zussman, E, Kriwet, A an Seliger, G, 1994, Disassemly-oriente assessment methoology Annals of the CIRP, 4, 9±14 Zussman, E an Zhou, M C, 1999, A methoology for moeling an aaptive planning of isassemly proesses IEEE Transations on Rootis an Automation, 15, 190±194

Supplementary Materials for A universal data based method for reconstructing complex networks with binary-state dynamics

Supplementary Materials for A universal data based method for reconstructing complex networks with binary-state dynamics Supplementary Materials for A universal ata ase metho for reonstruting omplex networks with inary-state ynamis Jingwen Li, Zhesi Shen, Wen-Xu Wang, Celso Greogi, an Ying-Cheng Lai 1 Computation etails

More information

Sensitivity Analysis of Resonant Circuits

Sensitivity Analysis of Resonant Circuits 1 Sensitivity Analysis of Resonant Ciruits Olivier Buu Abstrat We use first-orer perturbation theory to provie a loal linear relation between the iruit parameters an the poles of an RLC network. The sensitivity

More information

Constraint-free Analog Placement with Topological Symmetry Structure

Constraint-free Analog Placement with Topological Symmetry Structure Constraint-free Analog Plaement with Topologial Symmetry Struture Qing DONG Department of Information an Meia Sienes University of Kitakyushu Wakamatsu, Kitakyushu, Fukuoka, 808-0135, Japan e-mail: ongqing@env.kitakyu-u.a.jp

More information

Determination the Invert Level of a Stilling Basin to Control Hydraulic Jump

Determination the Invert Level of a Stilling Basin to Control Hydraulic Jump Global Avane Researh Journal of Agriultural Siene Vol. (4) pp. 074-079, June, 0 Available online http://garj.org/garjas/inex.htm Copyright 0 Global Avane Researh Journals Full Length Researh Paper Determination

More information

Sampler-B. Secondary Mathematics Assessment. Sampler 521-B

Sampler-B. Secondary Mathematics Assessment. Sampler 521-B Sampler-B Seonary Mathematis Assessment Sampler 51-B Instrutions for Stuents Desription This sample test inlues 15 Selete Response an 5 Construte Response questions. Eah Selete Response has a value of

More information

An Integer Solution of Fractional Programming Problem

An Integer Solution of Fractional Programming Problem Gen. Math. Notes, Vol. 4, No., June 0, pp. -9 ISSN 9-784; Copyright ICSRS Publiation, 0 www.i-srs.org Available free online at http://www.geman.in An Integer Solution of Frational Programming Problem S.C.

More information

Chapter 2: One-dimensional Steady State Conduction

Chapter 2: One-dimensional Steady State Conduction 1 Chapter : One-imensional Steay State Conution.1 Eamples of One-imensional Conution Eample.1: Plate with Energy Generation an Variable Conutivity Sine k is variable it must remain insie the ifferentiation

More information

McCreight s Suffix Tree Construction Algorithm. Milko Izamski B.Sc. Informatics Instructor: Barbara König

McCreight s Suffix Tree Construction Algorithm. Milko Izamski B.Sc. Informatics Instructor: Barbara König 1. Introution MCreight s Suffix Tree Constrution Algorithm Milko Izamski B.S. Informatis Instrutor: Barbara König The main goal of MCreight s algorithm is to buil a suffix tree in linear time. This is

More information

Eigenvalues of tridiagonal matrix using Strum Sequence and Gerschgorin theorem

Eigenvalues of tridiagonal matrix using Strum Sequence and Gerschgorin theorem Eigenvalues o tridiagonal matrix using Strum Sequene and Gershgorin theorem T.D.Roopamala Department o Computer Siene and Engg., Sri Jayahamarajendra College o Engineering Mysore INDIA roopa_td@yahoo.o.in

More information

The numbers inside a matrix are called the elements or entries of the matrix.

The numbers inside a matrix are called the elements or entries of the matrix. Chapter Review of Matries. Definitions A matrix is a retangular array of numers of the form a a a 3 a n a a a 3 a n a 3 a 3 a 33 a 3n..... a m a m a m3 a mn We usually use apital letters (for example,

More information

Euler and Hamilton Paths

Euler and Hamilton Paths Euler an Hamilton Paths The town of Königserg, Prussia (now know as Kaliningra an part of the Russian repuli), was ivie into four setion y ranhes of the Pregel River. These four setions C A D B Figure:

More information

Performance Evaluation of atall Building with Damped Outriggers Ping TAN

Performance Evaluation of atall Building with Damped Outriggers Ping TAN Performane Evaluation of atall Builing with Dampe Outriggers Ping TAN Earthquake Engineering Researh an Test Center Guangzhou University, Guangzhou, China OUTLINES RESEARCH BACKGROUND IMPROVED ANALYTICAL

More information

Reliability Optimization With Mixed Continuous-Discrete Random Variables and Parameters

Reliability Optimization With Mixed Continuous-Discrete Random Variables and Parameters Subroto Gunawan Researh Fellow Panos Y. Papalambros Professor e-mail: pyp@umih.eu Department of Mehanial Engineering, University of Mihigan, Ann Arbor, MI 4809 Reliability Optimization With Mixe Continuous-Disrete

More information

Chapter 9. There are 7 out of 50 measurements that are greater than or equal to 5.1; therefore, the fraction of the

Chapter 9. There are 7 out of 50 measurements that are greater than or equal to 5.1; therefore, the fraction of the Pratie questions 6 1 a y i = 6 µ = = 1 i = 1 y i µ i = 1 ( ) = 95 = s n 95 555. x i f i 1 1+ + 5+ n + 5 5 + n µ = = = f 11+ n 11+ n i 7 + n = 5 + n = 6n n = a Time (minutes) 1.6.1.6.1.6.1.6 5.1 5.6 6.1

More information

Malaysian Journal of Civil Engineering 22(2) : (2010) Skudai, Johor, Malaysia. *Corresponding Author:

Malaysian Journal of Civil Engineering 22(2) : (2010) Skudai, Johor, Malaysia. *Corresponding Author: A STUDY ON FLXURAL MODULUS AND DUCTILITY OF LAMINATD CMNTITIOUS COMPOSITS M. Zakaria Hossain 1, A.S.M. Aul Awal 2* 1 Grauate Shool of Bioresoures, Mie University, Japan 2 Faulty of Civil ngineering, Universiti

More information

Extended Spectral Nonlinear Conjugate Gradient methods for solving unconstrained problems

Extended Spectral Nonlinear Conjugate Gradient methods for solving unconstrained problems International Journal of All Researh Euation an Sientifi Methos IJARESM ISSN: 55-6 Volume Issue 5 May-0 Extene Spetral Nonlinear Conjuate Graient methos for solvin unonstraine problems Dr Basim A Hassan

More information

Optimal Distributed Estimation Fusion with Transformed Data

Optimal Distributed Estimation Fusion with Transformed Data Optimal Distribute Estimation Fusion with Transforme Data Zhansheng Duan X. Rong Li Department of Eletrial Engineering University of New Orleans New Orleans LA 70148 U.S.A. Email: {zuanxli@uno.eu Abstrat

More information

An Algorithm to Remove Asynchronous ROMs in Circuits with Cycles

An Algorithm to Remove Asynchronous ROMs in Circuits with Cycles 211 eon nternational Conferene on Networking an Computing An Algorithm to emove Asynhronous Ms in Ciruits with Cyles M. Nazrul slam Monal, Koji Nakano, an Yasuaki to Department of nformation Engineering,

More information

Sufficient Conditions for a Flexible Manufacturing System to be Deadlocked

Sufficient Conditions for a Flexible Manufacturing System to be Deadlocked Paper 0, INT 0 Suffiient Conditions for a Flexile Manufaturing System to e Deadloked Paul E Deering, PhD Department of Engineering Tehnology and Management Ohio University deering@ohioedu Astrat In reent

More information

The optimization of kinematical response of gear transmission

The optimization of kinematical response of gear transmission Proeeings of the 7 WSEAS Int. Conferene on Ciruits, Systems, Signal an Teleommuniations, Gol Coast, Australia, January 7-9, 7 The optimization of inematial response of gear transmission VINCENZO NIOLA

More information

Expressiveness of the Interval Logics of Allen s Relations on the Class of all Linear Orders: Complete Classification

Expressiveness of the Interval Logics of Allen s Relations on the Class of all Linear Orders: Complete Classification Proeeings of the Twenty-Seon International Joint Conferene on Artifiial Intelligene Expressiveness of the Interval Logis of Allen s Relations on the Class of all Linear Orers: Complete Classifiation Dario

More information

Control Theory association of mathematics and engineering

Control Theory association of mathematics and engineering Control Theory assoiation of mathematis and engineering Wojieh Mitkowski Krzysztof Oprzedkiewiz Department of Automatis AGH Univ. of Siene & Tehnology, Craow, Poland, Abstrat In this paper a methodology

More information

Math 225B: Differential Geometry, Homework 6

Math 225B: Differential Geometry, Homework 6 ath 225B: Differential Geometry, Homework 6 Ian Coley February 13, 214 Problem 8.7. Let ω be a 1-form on a manifol. Suppose that ω = for every lose urve in. Show that ω is exat. We laim that this onition

More information

Some Useful Results for Spherical and General Displacements

Some Useful Results for Spherical and General Displacements E 5 Fall 997 V. Kumar Some Useful Results for Spherial an General Displaements. Spherial Displaements.. Eulers heorem We have seen that a spherial isplaement or a pure rotation is esribe by a 3 3 rotation

More information

Microeconomic Theory I Assignment #7 - Answer key

Microeconomic Theory I Assignment #7 - Answer key Miroeonomi Theory I Assignment #7 - Answer key. [Menu priing in monopoly] Consider the example on seond-degree prie disrimination (see slides 9-93). To failitate your alulations, assume H = 5, L =, and

More information

Optimal torque control of permanent magnet synchronous machines using magnetic equivalent circuits

Optimal torque control of permanent magnet synchronous machines using magnetic equivalent circuits This oument ontains a post-print version of the paper Optimal torque ontrol of permanent magnet synhronous mahines using magneti equivalent iruits authore by W. Kemmetmüller, D. Faustner, an A. Kugi an

More information

Optimization of Statistical Decisions for Age Replacement Problems via a New Pivotal Quantity Averaging Approach

Optimization of Statistical Decisions for Age Replacement Problems via a New Pivotal Quantity Averaging Approach Amerian Journal of heoretial and Applied tatistis 6; 5(-): -8 Published online January 7, 6 (http://www.sienepublishinggroup.om/j/ajtas) doi:.648/j.ajtas.s.65.4 IN: 36-8999 (Print); IN: 36-96 (Online)

More information

Force Reconstruction for Nonlinear Structures in Time Domain

Force Reconstruction for Nonlinear Structures in Time Domain Fore Reonstrution for Nonlinear Strutures in ime Domain Jie Liu 1, Bing Li 2, Meng Li 3, an Huihui Miao 4 1,2,3,4 State Key Laboratory for Manufaturing Systems Engineering, Xi an Jiaotong niversity, Xi

More information

Labeling Workflow Views with Fine-Grained Dependencies

Labeling Workflow Views with Fine-Grained Dependencies Labeling Workflow Views with Fine-Graine Depenenies Zhuowei Bao Department of omputer an Information iene University of Pennsylvania Philaelphia, P 1914, U zhuowei@is.upenn.eu usan B. Davison Department

More information

On the Reverse Problem of Fechnerian Scaling

On the Reverse Problem of Fechnerian Scaling On the Reverse Prolem of Fehnerian Saling Ehtiar N. Dzhafarov Astrat Fehnerian Saling imposes metris on two sets of stimuli relate to eah other y a isrimination funtion sujet to Regular Minimality. The

More information

Stochastic Analysis of a Compound Redundant System Involving Human Failure

Stochastic Analysis of a Compound Redundant System Involving Human Failure Journal of Matheatis an Statistis (3): 47-43, 6 ISSN 549-3644 6 Siene Publiations Stohasti nalysis of a Copoun Reunant Syste Involving uan Failure Ritu Gupta, S.. Mittal an 3 C. M. Batra,3 Departent of

More information

Design of elementary switches for high power with minimal moving mass

Design of elementary switches for high power with minimal moving mass Design of elementary swithes for high power with minimal moving mass alter Holaus ETH Zürih, High Voltage Laoratory Physistrasse 3, CH-89 Zurih Switzerlan ABSTRACT For the use in hyri systems an for synhronous

More information

arxiv: v2 [hep-ex] 4 Feb 2013

arxiv: v2 [hep-ex] 4 Feb 2013 Measurement of the η η mixing angle in π an K eams with GAMS-4π Setup S.V. Donskov, 1 V.N. Kolosov, 1 A.A. Lenev, 1 Yu.V. Mikhailov, 1 V.A. Polyakov, 1 V.D. Samoylenko, 1, an G.V. Khaustov 1 1 Institute

More information

Bidirectionalizing Graph Transformations

Bidirectionalizing Graph Transformations Biiretionalizing Graph Transformations Soihiro Hiaka Kazuhiro Inaa Zhenjiang Hu Hiroyuki Kato National Institute of Informatis, Japan {hiaka,hu,kinaa,kato}@nii.a.jp Kazutaka Matsua Tohoku University, Japan

More information

The Environment and Directed Technical Change

The Environment and Directed Technical Change The Environment an Direte Tehnial Change Citation Publishe Version Aesse Citable Link Terms of Use Aemoglu, Daron, Philippe Aghion, Leonaro Bursztyn, an Davi Hemous. 2009. The environment an irete tehnial

More information

A population of 50 flies is expected to double every week, leading to a function of the x

A population of 50 flies is expected to double every week, leading to a function of the x 4 Setion 4.3 Logarithmi Funtions population of 50 flies is epeted to doule every week, leading to a funtion of the form f ( ) 50(), where represents the numer of weeks that have passed. When will this

More information

A fuzzified Industrial warehouse inventory model for deteriorating items with decreasing demand and various fuzzy cost parameters

A fuzzified Industrial warehouse inventory model for deteriorating items with decreasing demand and various fuzzy cost parameters International Journal of Engineering Researh and General Siene Volume 5, Issue 2, Marh-April, 2017 A fuzzified Industrial warehouse inventory model for deteriorating items with dereasing demand and various

More information

2. Properties of Functions

2. Properties of Functions 2. PROPERTIES OF FUNCTIONS 111 2. Properties of Funtions 2.1. Injetions, Surjetions, an Bijetions. Definition 2.1.1. Given f : A B 1. f is one-to-one (short han is 1 1) or injetive if preimages are unique.

More information

Conveyor trajectory discharge angles

Conveyor trajectory discharge angles University of Wollongong Researh Online Faulty of Engineering - Papers (Arhive) Faulty of Engineering and Information Sienes 007 Conveyor trajetory disharge angles David B. Hastie University of Wollongong,

More information

LOGISTIC REGRESSION IN DEPRESSION CLASSIFICATION

LOGISTIC REGRESSION IN DEPRESSION CLASSIFICATION LOGISIC REGRESSIO I DEPRESSIO CLASSIFICAIO J. Kual,. V. ran, M. Bareš KSE, FJFI, CVU v Praze PCP, CS, 3LF UK v Praze Abstrat Well nown logisti regression and the other binary response models an be used

More information

Searching All Approximate Covers and Their Distance using Finite Automata

Searching All Approximate Covers and Their Distance using Finite Automata Searhing All Approximate Covers and Their Distane using Finite Automata Ondřej Guth, Bořivoj Melihar, and Miroslav Balík České vysoké učení tehniké v Praze, Praha, CZ, {gutho1,melihar,alikm}@fel.vut.z

More information

18 Numerical Integration of Functions

18 Numerical Integration of Functions Slightly moifie //9, /8/6 Firstly written at Marh 5 8 Numerial Integration of Funtions Introution Romberg Integration Gauss Quarature Aaptive Quarature Case Stuy: Root-Mean-Square Current DM869/Computational

More information

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

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

More information

Econ 455 Answers - Problem Set Consider a small country (Belgium) with the following demand and supply curves for corn:

Econ 455 Answers - Problem Set Consider a small country (Belgium) with the following demand and supply curves for corn: Spring 004 Eon 455 Harvey Lapan Eon 455 Answers - Problem Set 4 1. Consier a small ountry (Belgium with the ollowing eman an supply urves or orn: Supply = 4P s ; Deman = 1000 Assume Belgium an import steel

More information

A MATLAB Method of Lines Template for Evolution Equations

A MATLAB Method of Lines Template for Evolution Equations A MATLAB Metho of Lines Template for Evolution Equations H.S. Lee a, C.J. Matthews a, R.D. Braok a, G.C. Saner b an F. Ganola a a Faulty of Environmental Sienes, Griffith University, Nathan, QLD, 4111

More information

Theory of Thermodynamic Variables of Rubber Band Heat Engine

Theory of Thermodynamic Variables of Rubber Band Heat Engine Journal of Physis: onferene Series PAPER OPEN AESS Theory of Thermodynami Variales of Ruer Band Heat Engine To ite this artile: Nurhidayah Muharayu et al 016 J. Phys.: onf. Ser. 739 01091 Related ontent

More information

Journal of Mathematical Analysis and Applications

Journal of Mathematical Analysis and Applications J. Math. Anal. Appl. 371 (010) 759 763 Contents lists available at SieneDiret Journal of Mathematial Analysis an Appliations www.elsevier.om/loate/jmaa Singular Sturm omparison theorems Dov Aharonov, Uri

More information

An Efficient Sequential SAT Solver With Improved Search Strategies

An Efficient Sequential SAT Solver With Improved Search Strategies An Effiient Sequential SAT Solver With Improved Searh Strategies F. Lu, M.K. Iyer, G. Parthasarathy, L.-C. Wang, and K.-T. Cheng K.C. Chen Department of ECE, Design Tehnology University of California at

More information

Fast Evaluation of Canonical Oscillatory Integrals

Fast Evaluation of Canonical Oscillatory Integrals Appl. Math. Inf. Si. 6, No., 45-51 (01) 45 Applie Mathematis & Information Sienes An International Journal 01 NSP Natural Sienes Publishing Cor. Fast Evaluation of Canonial Osillatory Integrals Ying Liu

More information

Product Policy in Markets with Word-of-Mouth Communication. Technical Appendix

Product Policy in Markets with Word-of-Mouth Communication. Technical Appendix rodut oliy in Markets with Word-of-Mouth Communiation Tehnial Appendix August 05 Miro-Model for Inreasing Awareness In the paper, we make the assumption that awareness is inreasing in ustomer type. I.e.,

More information

Math 151 Introduction to Eigenvectors

Math 151 Introduction to Eigenvectors Math 151 Introdution to Eigenvetors The motivating example we used to desrie matrixes was landsape hange and vegetation suession. We hose the simple example of Bare Soil (B), eing replaed y Grasses (G)

More information

Nonreversibility of Multiple Unicast Networks

Nonreversibility of Multiple Unicast Networks Nonreversibility of Multiple Uniast Networks Randall Dougherty and Kenneth Zeger September 27, 2005 Abstrat We prove that for any finite direted ayli network, there exists a orresponding multiple uniast

More information

Maximum Entropy and Exponential Families

Maximum Entropy and Exponential Families Maximum Entropy and Exponential Families April 9, 209 Abstrat The goal of this note is to derive the exponential form of probability distribution from more basi onsiderations, in partiular Entropy. It

More information

Review Topic 4: Cubic polynomials

Review Topic 4: Cubic polynomials Review Topi : ui polynomials Short answer Fatorise Px ( ) = x + 5x + x- 9 into linear fators. The polynomial Px ( ) = x - ax + x- leaves a remainer of when it is ivie y ( x - ) an a remainer of - when

More information

On Equivalence Between Network Topologies

On Equivalence Between Network Topologies On Equivalene Between Network Topologies Trae Ho Department of Eletrial Engineering California Institute of Tehnolog tho@alteh.eu; Mihelle Effros Departments of Eletrial Engineering California Institute

More information

Industrial Management & Data Systems

Industrial Management & Data Systems Inustrial Management & Data Systems Supply Chain Contrating Coorination for Fresh Prouts with Fresh-Keeping Effort Inustrial Management & Data Systems Journal: Inustrial Management & Data Systems Manusript

More information

Lecture 6: Coding theory

Lecture 6: Coding theory Leture 6: Coing theory Biology 429 Crl Bergstrom Ferury 4, 2008 Soures: This leture loosely follows Cover n Thoms Chpter 5 n Yeung Chpter 3. As usul, some of the text n equtions re tken iretly from those

More information

Introduction to Exergoeconomic and Exergoenvironmental Analyses

Introduction to Exergoeconomic and Exergoenvironmental Analyses Tehnishe Universität Berlin Introdution to Exergoeonomi and Exergoenvironmental Analyses George Tsatsaronis The Summer Course on Exergy and its Appliation for Better Environment Oshawa, Canada April, 30

More information

On the Designs and Challenges of Practical Binary Dirty Paper Coding

On the Designs and Challenges of Practical Binary Dirty Paper Coding On the Designs and Challenges of Pratial Binary Dirty Paper Coding 04 / 08 / 2009 Gyu Bum Kyung and Chih-Chun Wang Center for Wireless Systems and Appliations Shool of Eletrial and Computer Eng. Outline

More information

GEOMETRIC AND STOCHASTIC ERROR MINIMISATION IN MOTION TRACKING. Karteek Alahari, Sujit Kuthirummal, C. V. Jawahar, P. J. Narayanan

GEOMETRIC AND STOCHASTIC ERROR MINIMISATION IN MOTION TRACKING. Karteek Alahari, Sujit Kuthirummal, C. V. Jawahar, P. J. Narayanan GEOMETRIC AND STOCHASTIC ERROR MINIMISATION IN MOTION TRACKING Karteek Alahari, Sujit Kuthirummal, C. V. Jawahar, P. J. Narayanan Centre for Visual Information Tehnology International Institute of Information

More information

= ν L. C ν L. = ν R. P ν L. CP ν L. CP Violation. Standard Model contains only left-handed neutrinos and right-handed anti-neutrinos

= ν L. C ν L. = ν R. P ν L. CP ν L. CP Violation. Standard Model contains only left-handed neutrinos and right-handed anti-neutrinos Phy489 Leture 9 1 CP iolation Stanar Moel ontains only left-hane neutrinos an right-hane anti-neutrinos C ν L = ν L harge onjugation not a symmetry of the weak interation P ν L = ν R parity also not onserve

More information

QCLAS Sensor for Purity Monitoring in Medical Gas Supply Lines

QCLAS Sensor for Purity Monitoring in Medical Gas Supply Lines DOI.56/sensoren6/P3. QLAS Sensor for Purity Monitoring in Medial Gas Supply Lines Henrik Zimmermann, Mathias Wiese, Alessandro Ragnoni neoplas ontrol GmbH, Walther-Rathenau-Str. 49a, 7489 Greifswald, Germany

More information

PLANNING OF INSPECTION PROGRAM OF FATIGUE-PRONE AIRFRAME

PLANNING OF INSPECTION PROGRAM OF FATIGUE-PRONE AIRFRAME Yu. aramonov, A. Kuznetsov ANING OF INSECTION ROGRAM OF FATIGUE RONE AIRFRAME (Vol. 2008, Deember ANNING OF INSECTION ROGRAM OF FATIGUE-RONE AIRFRAME Yu. aramonov, A. Kuznetsov Aviation Institute, Riga

More information

Ordering Generalized Trapezoidal Fuzzy Numbers. Using Orthocentre of Centroids

Ordering Generalized Trapezoidal Fuzzy Numbers. Using Orthocentre of Centroids International Journal of lgera Vol. 6 no. 69-85 Ordering Generalized Trapezoidal Fuzzy Numers Using Orthoentre of Centroids Y. L. P. Thorani P. Phani Bushan ao and N. avi Shanar Dept. of pplied Mathematis

More information

Is the Free Vacuum Energy Infinite?

Is the Free Vacuum Energy Infinite? Is the Free Vauum Energy Infite? H. Razmi () an S. M. Shirazi () Department of Physis, the University of Qom, Qom, I. R. Iran. () razmi@qom.a.ir & razmiha@hotmail.om () sms0@gmail.om Abstrat Consierg the

More information

Low-Complexity Velocity Estimation in High-Speed Optical Doppler Tomography Systems

Low-Complexity Velocity Estimation in High-Speed Optical Doppler Tomography Systems Low-Complexity Veloity Estimation in High-Spee Optial Doppler Tomography Systems Milos Milosevi, Wae Shwartzkopf, Thomas E. Milner, Brian L. Evans, an Alan C. Bovik Department of Eletrial an Computer Engineering

More information

MCG 3341 FLUID MECHANICS II LABORATORY MANUAL

MCG 3341 FLUID MECHANICS II LABORATORY MANUAL MG 334 UI MEHANIS II ABORATORY MANUA January Professor S. Tavoularis epartment of Mehanial Engineering University of Ottawa MG 334 UI MEHANIS II / aboratory Manual / Professor S. Tavoularis /p.. Objetive

More information

Gradient Elasticity Theory for Mode III Fracture in Functionally Graded Materials Part II: Crack Parallel to the Material Gradation

Gradient Elasticity Theory for Mode III Fracture in Functionally Graded Materials Part II: Crack Parallel to the Material Gradation Youn-Sha Chan Department of Computer an Mathematial Sienes, University of Houston-Downtown, One Main Street, Houston, TX 77 Glauio H. Paulino Department of Civil an Environmental Engineering, University

More information

PN Code Tracking Loops

PN Code Tracking Loops Wireless Information Transmission System Lab. PN Coe Traking Loops Institute of Communiations Engineering National Sun Yat-sen University Introution Coe synhronization is generally arrie out in two steps

More information

INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume 2, No 4, 2012

INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume 2, No 4, 2012 INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume, No 4, 01 Copyright 010 All rights reserved Integrated Publishing servies Researh artile ISSN 0976 4399 Strutural Modelling of Stability

More information

SEISMIC SAFETY EVALUATION FOR CONCRETE GRAVITY DAMS

SEISMIC SAFETY EVALUATION FOR CONCRETE GRAVITY DAMS SEISMIC SAFETY EVALUATION FOR CONCRETE GRAVITY DAMS CHENBIN DU YONGWEN HONG 2 JUWEI YUAN 3 ZHIMING LIU 4 Professor,Dept. of Engineering Mehanis, Hohai University, Nanjing. China 2 Senior Engineer, Kunming

More information

Designing Against Size Effect on Shear Strength of Reinforced Concrete Beams Without Stirrups

Designing Against Size Effect on Shear Strength of Reinforced Concrete Beams Without Stirrups Designing Against Size Effet on Shear Strength of Reinfore Conrete Beams Without Stirrups By Zeněk P. Bažant an Qiang Yu Abstrat: The shear failure of reinfore onrete beams is a very omplex frature phenomenon

More information

Structural and Strongly Structural Input and State Observability of Linear Network Systems

Structural and Strongly Structural Input and State Observability of Linear Network Systems Strutural an Strongly Strutural Input an State Oservaility of Linear Network Systems Sein Gray Feeria Garin Alain Kiangou To ite this version: Sein Gray Feeria Garin Alain Kiangou Strutural an Strongly

More information

STRUCTURE AND ELECTRICAL PROPERTIES OF ELECTRON IRRADIATED CdSe THIN FILMS

STRUCTURE AND ELECTRICAL PROPERTIES OF ELECTRON IRRADIATED CdSe THIN FILMS Journal of Optoeletronis an Avane Materials ol. 6, o. 1, Marh 24, p. 113-119 STRUCTURE AD ELECTRICAL PROPERTIES OF ELECTRO IRRADIATED C THI FILMS L. Ion a*, S. Antohe a, M. Popesu b, F. Sarlat, F. Sava

More information

Sensitivity Analysis in Markov Networks

Sensitivity Analysis in Markov Networks Sensitivity Analysis in Markov Networks Hei Chan and Adnan Darwihe Computer Siene Department University of California, Los Angeles Los Angeles, CA 90095 {hei,darwihe}@s.ula.edu Abstrat This paper explores

More information

Targeting (for MSPAI)

Targeting (for MSPAI) Stationary Methos Nonstationary Methos Nonstationary Methos Preonitioning Preonitioning Preonitioning Targeting for MSPAI min M P AM T F Assume, T is a goo sparse preonitioner for A. Improve T y omputing

More information

A Rapid Screening Tool to Predict Optimal Feed Flow Sequence of A Multiple Effect Evaporator System Using Process Integration

A Rapid Screening Tool to Predict Optimal Feed Flow Sequence of A Multiple Effect Evaporator System Using Process Integration This Conerene Paper is arhive in Dspae@nitr http://spae.nitrkl.a.in/spae A Rapi Sreening Tool to Preit Optimal Fee Flow Sequene o A Multiple Eet Evaporator System Using Proess Integration 9th National

More information

Variable Impedance Control with an Artificial Muscle Manipulator Using Instantaneous Force and MR Brake

Variable Impedance Control with an Artificial Muscle Manipulator Using Instantaneous Force and MR Brake 1 IEEE/RSJ International Conferene on Intelligent Robots an Systems (IROS) November -7, 1. Tokyo, Japan ariable Impeane Control with an Artifiial Musle Manipulator Using Instantaneous Fore an MR Brake

More information

Two Dimensional Principal Component Analysis for Online Tamil Character Recognition

Two Dimensional Principal Component Analysis for Online Tamil Character Recognition Two Dimensional Prinipal Component Analysis for Online Tamil Charater Reognition Suresh Sunaram, A G Ramarishnan Inian Institute of Siene,Bangalore, Inia suresh@ee.iis.ernet.in, ramiag@ee.iis.ernet.in

More information

Optimal Design of Fault-Tolerant Petri Net Controllers

Optimal Design of Fault-Tolerant Petri Net Controllers Optial Design of Fault-Tolerant Petri Net ontrollers Yizhi Qu, Lingxi Li, Yaobin hen, an Yaping Dai Abstrat This paper proposes an approah for the optial esign of fault-tolerant Petri net ontrollers Given

More information

The Chebyshev Wavelet Method for Numerical Solutions of A Fractional Oscillator

The Chebyshev Wavelet Method for Numerical Solutions of A Fractional Oscillator Shiraz University of Tehnology From the SeleteWorks of Habibolla Latifizaeh 01 The Chebyshev Wavelet Metho for Numerial Solutions of A Frational Osillator E. Hesameini, Shiraz University of Tehnology S.

More information

Examining Applied Rational Functions

Examining Applied Rational Functions HiMAP Pull-Out Setion: Summer 1990 Eamining Applied Rational Funtions Flod Vest Referenes Environmental Protetion Agen. Gas Mileage Guide. (Copies an usuall e otained from a loal new ar dealer.) Information

More information

Comparison of Alternative Equivalent Circuits of Induction Motor with Real Machine Data

Comparison of Alternative Equivalent Circuits of Induction Motor with Real Machine Data Comparison of Alternative Equivalent Ciruits of Indution Motor with Real Mahine Data J. radna, J. auer, S. Fligl and V. Hlinovsky Abstrat The algorithms based on separated ontrol of the motor flux and

More information

Relativistic Dynamics

Relativistic Dynamics Chapter 7 Relativisti Dynamis 7.1 General Priniples of Dynamis 7.2 Relativisti Ation As stated in Setion A.2, all of dynamis is derived from the priniple of least ation. Thus it is our hore to find a suitable

More information

Simplified Buckling Analysis of Skeletal Structures

Simplified Buckling Analysis of Skeletal Structures Simplified Bukling Analysis of Skeletal Strutures B.A. Izzuddin 1 ABSRAC A simplified approah is proposed for bukling analysis of skeletal strutures, whih employs a rotational spring analogy for the formulation

More information

Announcements. Office Hours Swap: OH schedule has been updated to reflect this.

Announcements. Office Hours Swap: OH schedule has been updated to reflect this. SA Solving Announements Offie Hours Swap: Zavain has offie hours from 4-6PM toay in builing 460, room 040A. Rose has offie hours tonight from 7-9PM in Gates B26B. Keith has offie hours hursay from 2-4PM

More information

d-separation: Strong Completeness of Semantics in Bayesian Network Inference

d-separation: Strong Completeness of Semantics in Bayesian Network Inference -Separation: Strong Completeness of Semantis in Bayesian Network Inferene Cory J. Butz 1,WenYan 1, an Aners L. Masen 2,3 1 Department of Computer Siene, University of Regina, Canaa {butz,yanwe111}@s.uregina.a

More information

Problem set 6 for the course Theoretical Optics Sample Solutions

Problem set 6 for the course Theoretical Optics Sample Solutions Karlsruher Institut für Tehnologie KIT) Institut für theoretishe Festkörperphysik SS01 Prof. Dr. G. Shön, Dr. R. Frank 15.06.01 http://www.tfp.kit.eu/stuium-lehre.php Tutorial: Group 1, Name: Group, Group

More information

Understanding Elementary Landscapes

Understanding Elementary Landscapes Understanding Elementary Landsapes L. Darrell Whitley Andrew M. Sutton Adele E. Howe Department of Computer Siene Colorado State University Fort Collins, CO 853 {whitley,sutton,howe}@s.olostate.edu ABSTRACT

More information

Bypassing Space Explosion in High-Speed Regular Expression Matching

Bypassing Space Explosion in High-Speed Regular Expression Matching Bypassing Spae Explosion in High-Speed Regular Expression Mathing Jignesh Patel Alex X. Liu Eri Torng Astrat Network intrusion detetion and prevention systems ommonly use regular expression (RE) signatures

More information

Latency Optimization for Resource Allocation in Mobile-Edge Computation Offloading

Latency Optimization for Resource Allocation in Mobile-Edge Computation Offloading 1 Lateny Optimization for Resoure Alloation in Mobile-Ege Computation Offloaing Jine Ren, Guaning Yu, Yunlong Cai, an Yinghui He arxiv:1704.00163v1 [s.it] 1 Apr 2017 College of Information Siene an Eletroni

More information

Database investigation on bond performance of interior beam-column joints with high-strength reinforcement

Database investigation on bond performance of interior beam-column joints with high-strength reinforcement Dataase investigation on ond performane of interior eam-olumn joints with high-strength reinforement H.C. Chen Graduate Shool of Engineering Siene and Tehnology, National Yunlin University of Siene and

More information

Optimal control of solar energy systems

Optimal control of solar energy systems Optimal ontrol of solar energy systems Viorel Badesu Candida Oanea Institute Polytehni University of Buharest Contents. Optimal operation - systems with water storage tanks 2. Sizing solar olletors 3.

More information

1 st Meetng of EcosimPro Users, UNED, Madrid, 3-4 May 2001 C7 MODELLING AND SIMULATION OF DISTRIBUTED PROCESSES: DIFFUSERS IN THE SUGAR INDUSTRY

1 st Meetng of EcosimPro Users, UNED, Madrid, 3-4 May 2001 C7 MODELLING AND SIMULATION OF DISTRIBUTED PROCESSES: DIFFUSERS IN THE SUGAR INDUSTRY C7 MODELLING AND SIMULATION OF DISTRIBUTED PROCESSES: DIFFUSERS IN THE SUGAR INDUSTRY Merino Gómez, Alejanro Centro e Tenología Azuarera. Universia e Vallaoli C/ Real e Burgos. Eifiio Alfonso VIII. Planta

More information

Subject: Introduction to Component Matching and Off-Design Operation % % ( (1) R T % (

Subject: Introduction to Component Matching and Off-Design Operation % % ( (1) R T % ( 16.50 Leture 0 Subjet: Introdution to Component Mathing and Off-Design Operation At this point it is well to reflet on whih of the many parameters we have introdued (like M, τ, τ t, ϑ t, f, et.) are free

More information

Mathematical Modeling to Establish the Balance of Heat in a Capacitor

Mathematical Modeling to Establish the Balance of Heat in a Capacitor International Journal of Engineering an Avane Tehnology (IJEAT ISSN: 49 8958, Volume-5, Issue-6, August 016 Mathematial Moeling to Establish the Balane of Heat in a Capaitor Diejo Jara, Estefania Salinas,

More information

Assessing the Performance of a BCI: A Task-Oriented Approach

Assessing the Performance of a BCI: A Task-Oriented Approach Assessing the Performane of a BCI: A Task-Oriented Approah B. Dal Seno, L. Mainardi 2, M. Matteui Department of Eletronis and Information, IIT-Unit, Politenio di Milano, Italy 2 Department of Bioengineering,

More information

Assessment of the Buckling Behavior of Square Composite Plates with Circular Cutout Subjected to In-Plane Shear

Assessment of the Buckling Behavior of Square Composite Plates with Circular Cutout Subjected to In-Plane Shear Assessment of the Buckling Behavior of Square Composite Plates with Circular Cutout Sujecte to In-Plane Shear Husam Al Qalan 1)*, Hasan Katkhua 1) an Hazim Dwairi 1) 1) Assistant Professor, Civil Engineering

More information

Asymptotic behavior of solutions to wave equations with a memory condition at the boundary

Asymptotic behavior of solutions to wave equations with a memory condition at the boundary Eletroni Journal of Differential Equations, Vol. 2(2), No. 73, pp.. ISSN: 72-669. URL: http://eje.math.swt.eu or http://eje.math.unt.eu ftp eje.math.swt.eu (login: ftp) Asymptoti behavior of solutions

More information

Compression Members Local Buckling and Section Classification

Compression Members Local Buckling and Section Classification Compression Memers Loal Bukling and Setion Classifiation Summary: Strutural setions may e onsidered as an assemly of individual plate elements. Plate elements may e internal (e.g. the wes of open eams

More information