[IEEE 2007 9th International Conference - The Experience of Designing and Applications of CAD...

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CADSM’2007, February 20-24, 2007, Polyana, UKRAINE 141 Abstract — The approaches to the production systems through mathematical models of radio electronic devices quality maintenance are described. I. INTRODUCTION The solution of competitive production manufacturing problem is possible only by the way of advanced development implementation into the production process. Among such systems are technological, metrological and production complexes assigned for the proper procedures implementation. The studies have shown that there isn’t the general technique of production process through modeling in aspect of products quality assurance [1-2]. II. PROBLEM FORMULATION Quality maintenance system S may be considered as some low-level subsystems set S i , m i , 1 = , each of them is active on the appropriate stage of technological process: S=S 1 ( S 1,1 , S 1,2 , … S 1,n ), S 2 ( S 2,1 , S 2,2 , … S 2,n ), … ... , S m ( S 1m,1 , S m,2 , … S m,m ) , (1) S 1 , S 2 , … S m – second level subsystems ;S 1,1 , S 1,2 , … S 1,m , S m,1 , S m,2 , … S m,m – first level subsystems. S – macro model of process; S 1 , … S m – local models; S 1,1 , … S m,m – micro models (Fig.1.). Numerical ratio of different levels systems is determined by structural peculiarities, by technological process complexity, by his decomposition principle and by another factors. It is obvious that in such situation mathematical models need to be isomorphic not only due to some one process but to all level process. Fig 1. Assurance system formalized structure. Also they need to be abstractive and be possible to describe quality forming process on all production stages [1,2]. Quality functional criteria availability criterion: Authors are with Lviv Polytechnic National University, S. Bandery Str., 12, Lviv, 79013, UKRAINE }) { ( : lim , , 1 1 і k і k n і n к AV X Х G = = I I , (2) optimality criterion: }) { ( }) { ( : , , 1 1 lim , , 1 1 opt i k i k n i n k i k i k n i n k O X Х X Х G = = = = I I I I I , (3) { } opt і k X , - parameters quasi-optimal values set. inaccessibility criterion: ); ( }) { ( }) { ( : , . , 1 . 1 2 lim , . , . 1 2 lim , 1 . , 1 . 1 2 і k in і k out m і n к і k in і k in m і n k і k out і k out m і n k I X Х X Х X Х G < = = = = = = I I I I I I I I , (4) statistical fitness criterion: }); { ( } { ( }) { ( : , . , 1 . 1 2 , . , . 1 2 lim , 1 . , 1 . 1 2 i k in i k out p m i n k lin i k in i k in p m i n k i k out i k out p m i n k S X Х X Х X Х G + = = + = = + = = I I I I I I I I , (5) exceeding criterion: }, ( } { ( }) { ( : , . , 1 . 1 2 lim , . , . 1 2 lim , 1 . , 1 . 1 2 і k in і k out s p i n k i k in i k in s p i n k i k out i k out s p i n k E X Х X Х X Х G > + = = + = = + = = I I I I I I I I , (6) m+p+s=n – total number of jointing parameters; m, p, s - number of parameters which are dominant for inaccessibility, statistical fitness and exceeding conditions. quality economic criterion: ) ( ) ( : lim , 2 , 2 1 1 lim , 1 , 1 1 1 і і n і n k і і n i n k E C C C C G < < = = = = I I I I I , (7) III. CONCLUSIONS The approach to the quality maintenance production systems stochastic modeling, estimation and optimization was considered. High adequate quality functional criteria were proposed. REFERENCES [1] Кіселичник М.Д. Моделювання та оптимізація процесів формування і контролю якості радіоелектронної апаратури. Львів. Видавництво НУЛП, 2001. [2] L. Nedostup, M. Kyselychnyk, Y. Bobalo, O.Lazko . The system analysis, modeling and optimization of security processes of quality radio-electronic devices. //. Proceedings of the international conference TCSET’2004. Production Systems Complex Mathematical Models Leonid Nedostup, Yuriy Bobalo, Myroslav Kiselychnyk, Oxana Lazko

Transcript of [IEEE 2007 9th International Conference - The Experience of Designing and Applications of CAD...

Page 1: [IEEE 2007 9th International Conference - The Experience of Designing and Applications of CAD Systems in Microelectronics - Lviv, Ukraine (2007.2.19-2007.2.24)] 2007 9th International

CADSM’2007, February 20-24, 2007, Polyana, UKRAINE

141

Abstract — The approaches to the production systems through mathematical models of radio electronic devices quality maintenance are described.

I. INTRODUCTION The solution of competitive production manufacturing

problem is possible only by the way of advanced development implementation into the production process. Among such systems are technological, metrological and production complexes assigned for the proper procedures implementation. The studies have shown that there isn’t the general technique of production process through modeling in aspect of products quality assurance [1-2].

II. PROBLEM FORMULATION Quality maintenance system S may be considered as some

low-level subsystems set Si, mi ,1= , each of them is active on the appropriate stage of technological process:

S=⟨ S1 ( S1,1 , S1,2 , … S1,n ), S2( S2,1, S2,2, … S2,n ), … ... , Sm ( S1m,1, Sm,2, … Sm,m ) ⟩, (1) S1, S2, … Sm – second level subsystems ;S1,1 , S1,2 , … S1,m , … Sm,1 , Sm,2 , … Sm,m – first level subsystems. S – macro model of process; S1, … Sm – local models; S1,1, … Sm,m – micro models (Fig.1.).

Numerical ratio of different levels systems is determined by structural peculiarities, by technological process complexity, by his decomposition principle and by another factors. It is obvious that in such situation mathematical models need to be isomorphic not only due to some one process but to all level process.

Fig 1. Assurance system formalized structure.

Also they need to be abstractive and be possible to

describe quality forming process on all production stages [1,2]. Quality functional criteria

availability criterion:

Authors are with Lviv Polytechnic National University, S. Bandery Str.,

12, Lviv, 79013, UKRAINE

}){(: lim,,

11іkіk

n

і

n

кAV XХG ∈

==II , (2)

optimality criterion:

}){(}){(: ,,11

lim,,

11

optikik

n

i

n

kikik

n

i

n

kO XХXХG ∈∈

====IIIII , (3)

{ }optіkX , - parameters quasi-optimal values set.

inaccessibility criterion:

);(}){

(}){(:

,.,1.12

lim,.

,.12

lim,1.,1.

12

іkinіkout

m

і

n

кіkin

іkin

m

і

n

kіkoutіkout

m

і

n

kI

XХX

ХXХG

<∈

∈∈

−==

==−−

==

III

IIIII, (4)

statistical fitness criterion:

});{(}{

(}){(:

,.,1.12

,.

,.12

lim,1.,1.

12

ikinikout

p

mi

n

k

linikin

ikin

p

mi

n

kikoutikout

p

mi

n

kS

XХX

ХXХG

∈∈

∈∈

−+==

+==−−

+==

III

IIIII, (5)

exceeding criterion:

},(}{

(}){(:

,.,1.12

lim,.

,.12

lim,1.,1.

12

іkinіkout

s

pi

n

kikin

ikin

s

pi

n

kikoutikout

s

pi

n

kE

XХX

ХXХG

>∈

∈∈

−+==

+==−−

+==

III

IIIII, (6)

m+p+s=n – total number of jointing parameters; m, p, s -number of parameters which are dominant for inaccessibility, statistical fitness and exceeding conditions.

quality economic criterion:

)()(: lim,2,2

11

lim,1,1

11іі

n

і

n

kіі

n

i

n

kE CCCCG <<

====IIIII , (7)

III. CONCLUSIONS The approach to the quality maintenance production

systems stochastic modeling, estimation and optimization was considered. High adequate quality functional criteria were proposed.

REFERENCES [1] Кіселичник М.Д. Моделювання та оптимізація процесів

формування і контролю якості радіоелектронної апаратури. Львів. Видавництво НУЛП, 2001.

[2] L. Nedostup, M. Kyselychnyk, Y. Bobalo, O.Lazko . The system analysis, modeling and optimization of security processes of quality radio-electronic devices. //. Proceedings of the international conference TCSET’2004.

Production Systems Complex Mathematical Models Leonid Nedostup, Yuriy Bobalo, Myroslav Kiselychnyk, Oxana Lazko