Научная статья на тему 'Algorithms of steady calculation of the vector of parameters of the regulator in linear systems on the basis of modal management'

Algorithms of steady calculation of the vector of parameters of the regulator in linear systems on the basis of modal management Текст научной статьи по специальности «Компьютерные и информационные науки»

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Ключевые слова
ЛИНЕЙНАЯ СИСТЕМА / LINEAR SYSTEM / МОДАЛЬНОЕ УПРАВЛЕНИЕ / MODAL MANAGEMENT / ПАРАМЕТРЫ РЕГУЛЯТОРА / REGULATOR PARAMETERS / ИТЕРАЦИОННЫЙ АЛГОРИТМ / ITERATIVE ALGORITHM

Аннотация научной статьи по компьютерным и информационным наукам, автор научной работы — Boeva Okila Khusanovna, Izomov Javohir Aktam

Algorithms of steady calculation of a vector of parameters of the regulator are given in linear systems on the basis of modal management. The wording of requirements to system is carried out by a task of desirable distribution on the complex plane of own numbers of a matrix of the closed system. The required vector of coefficients of the regulator decides on the basis of an iterative algorithm on averaging. The given algorithm provides convergence to one of solutions of the considered matrix operator equation.

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АЛГОРИТМЫ УСТОЙЧИВОГО ВЫЧИСЛЕНИЯ ВЕКТОРА ПАРАМЕТРОВ РЕГУЛЯТОРА В ЛИНЕЙНЫХ СИСТЕМАХ НА ОСНОВЕ МОДАЛЬНОГО УПРАВЛЕНИЯ

Приводятся алгоритмы устойчивого вычисления вектора параметров регулятора в линейных системах на основе модального управления. Формулировка требований к системе осуществляется путем задания желаемого распределения на комплексной плоскости собственных чисел матрицы замкнутой системы. Искомый вектор коэффициентов регулятора определяется на основе итерационного алгоритма с усреднением. Приведенный алгоритм обеспечивает сходимость к одному из решений рассматриваемого матричного операторного уравнения.

Текст научной работы на тему «Algorithms of steady calculation of the vector of parameters of the regulator in linear systems on the basis of modal management»

• задержки поездов по неприему железнодорожными станциями, если они произошли по вине работников железнодорожной станции;

• неправильной регулировки движение поездов диспетчером;

• необеспечения подсылки локомотивов и бригад под сформированные составы поездов при наличии их в соответствии со сменным планом работы;

• неправильного пользования техническими средствами управления перевозками, в том числе устройствами СПБ.

Однако не все эти причины можно связать с некачественным информационным обеспечением ДНЦ. Отсутствием или неполнотой управленческой информации может быть вызвана только часть из перечисленных причин, которые отражаются в сводной таблице поездо-потерь по отделениям:

1. задержки поездов по неприему железнодорожными станциями;

2. неправильная регулировка движением поездов;

3. использование толкача;

4. пропуск преимущественных поездов;

5. необеспечение подсылки локомотивов и бригад под сформированные составы.

В результате анализа сводной таблицы может быть получен ряд данных посуточного распределения количества задержек и времени задержек поездов по месяцам и причинам задержек в соответствии с пометками на графиках движения по отделению.

Список литературы /References

1. Инструкция по учету выполнения графика движения пассажирских, пригородных и

грузовых поездов. Указания МПС РФ от 14.02.1997 N А-176у.

ALGORITHMS OF STEADY CALCULATION OF THE VECTOR

OF PARAMETERS OF THE REGULATOR IN LINEAR SYSTEMS

ON THE BASIS OF MODAL MANAGEMENT 1 2

Boeva O.Kh. , Izomov J.A. Email: Boeva1140@scientifictext.ru

1Boeva Okila Khusanovna - Assistant; 2Izomov Javohir Aktam - Student, DIRECTION: AUTOMATION AND MANAGEMENT OF TECHNOLOGICAL PROCESSES

AND PRODUCTIONS, DEPARTMENT OF AUTOMATION AND MANAGEMENT, NAVOIY STATE MINING INSTITUTE, NAVOIY, REPUBLIC OF UZBEKISTAN

Abstract: algorithms of steady calculation of a vector of parameters of the regulator are given in linear systems on the basis of modal management. The wording of requirements to system is carried out by a task of desirable distribution on the complex plane of own numbers of a matrix of the closed system. The required vector of coefficients of the regulator decides on the basis of an iterative algorithm on averaging. The given algorithm provides convergence to one of solutions of the considered matrix operator equation.

Keywords: linear system, modal management, regulator parameters, iterative algorithm.

АЛГОРИТМЫ УСТОЙЧИВОГО ВЫЧИСЛЕНИЯ ВЕКТОРА ПАРАМЕТРОВ РЕГУЛЯТОРА В ЛИНЕЙНЫХ СИСТЕМАХ НА ОСНОВЕ МОДАЛЬНОГО УПРАВЛЕНИЯ Боева О.Х.1, Изомов Ж.А.2

'Бовва Окила Хусановна - ассистент;

2Изомов Жавохир Актам угли - студент, направление: автоматизация и управление технологическими процессами и производствами, кафедра автоматизации и управления, Навоийский государственный горный институт, г. Навои, Республика Узбекистан

Аннотация: приводятся алгоритмы устойчивого вычисления вектора параметров регулятора в линейных системах на основе модального управления. Формулировка требований к системе осуществляется путем задания желаемого распределения на комплексной плоскости собственных чисел матрицы замкнутой системы. Искомый вектор коэффициентов регулятора определяется на основе итерационного алгоритма с усреднением. Приведенный алгоритм обеспечивает сходимость к одному из решений рассматриваемого матричного операторного уравнения.

Ключевые слова: линейная система, модальное управление, параметры регулятора, итерационный алгоритм.

УДК 681.5

Synthesis of regulators of the linear systems of automatic control (SAC) is understood as finding of the operating influences (managements) allowing to solve optimum the engineering task set for developers. At the same time it is supposed that the solution of a task will meet all requirements of the specification. At synthesis of regulators solve usually two problems. The first task consists in providing necessary dynamic indicators of quality of the projected system. The second task consists in achievement of the required accuracy of this system [1-8].

The first task is a difficult task as increase in high-speed performance of system: leads to increase in oscillatory nature of transient phenomena. It in turn carries to use of more expensive element basis allowing to take place in SAU to signals with great values of amplitudes. Use of the rectifier filters eliminating surges of signals leads to reduction of high-speed performance and, respectively, to increase in duration of transient phenomenon and also to complication of system. Therefore usually try to find an optimum ratio between high-speed performance and the oscillatory nature of the proceeding processes, being at the same time within the specification.

The second task in comparison with the first is simpler. As support of required accuracy can be reached due to change of transmission ratio of an open-ended circuit or due to increase in an order of astatism, or due to introduction to the control algorithm of the compensating communications on the setting or perturbing influences.

It is necessary to mark that the majority the contemporary of SAU are constructed on the basis of microprocessor technique as this technique allows to realize any complexity the control algorithm, to provide compactness and simplicity of SAU. However use of digital regulators sets the tasks connected to memory allocation and determination of a format of data representation for the developer, participating in administrative process. And this choice influences the accuracy of operation of SAU. Therefore one of available means of check of operability of the projected system and the determination of a format of data representation participating in administrative process is computer simulation. Thanks to such simulation the conclusion about compliance of figures of merit of SAU received as a result of synthesis to requirements of the specification is drawn and also the most suitable format of representation melon the synthesized controlling influence is selected. Recently big distribution was gained by a method of modal control [7, 8] which allows to solve most effectively problems of synthesis of management systems dynamic objects.

We will set model of an object in a look:

x(t) = A ■ x(t) + b ■ u(t) ^

where x(t ) - n- measured vector of a state, u(t ) - scalar management,

b - n- measured vector of management, A- n x n -transitional matrix. The law of management is looked for in a look

u(t) = k ■ x(t) ^2) where k - a size n vector line with material coefficients.

The characteristic equation of the closed "object (1), regulator (2)" system has an appearance [8] : k ■ adj (Is - A) ■ b

■ +1 = 0

d (s)

where I - a single matrix of the size n;

add(Is A) - attached to a (Is A) matrix;

d(s) = det(/s A) - characteristic polynom of an object;

s - a transformation symbol according to Laplace under zero entry conditions (further it is also understood as a differentiation symbol on t).

We will reduce it to a common denominator and we will enter designation A(s) = -k ■ adj (Is-A) ■ b + d (s) = 0 ^

Where A(s) represents analytical expression of a characteristic polynom of the considered closed system through parameters of an object and coefficients of the regulator.

The wording of requirements to system can be carried out or by a task of desirable distribution on the complex plane of own numbers of a matrix of the closed system, or method of standard coefficients of a characteristic polynom [7, 8].

In case the system has zero, preference is given to the first way of a task of requirements as it allows to consider somewhat influence of these zero on dynamics by the rational choice of poles. If

to designate through the KPn desirable poles (complex interfaced or real numbers), then the polynom can be written down in the form of [9]:

(s-K)■ (s-p2)...(s— pn) = sn +\■ sn-1 +A2 ■ sn-2 +... + An, (4) A (y = 1, n)

where coefficients r are defined by multiplication of the simplest factors in the

left part and group of members at identical degrees s .

At a numerical task Kl' Kn sizes Al'A2An are also numbers. Expression (3) can be written down as follows

s" +\(aj, b, kj) ■ sn-1 +A2(aj, bt, k}) ■ sn-2 +... + An (ay, b,, k}) = 0, (5)

A (a.., b ,k ) (v = 1, n) where designation r j ' j shows that coefficients of a polynom are

functions of parameters of an object and the regulator.

The type of these functions is defined by structure of a matrix A and yes b vector. Generally

a , b k (', j = 1, n)

these functions aren't ' , linear on, but are always linear on j [10].

Equating of coefficients of polynoms (4) and (5) at equal degrees of s receive the system of the

algebraic equations

AK, b, kj) = Ai.

A 2{a1], b, kj) = A2,

3 3 (6)

a n a, b, k3)=a „,

A (a b k ) k

Owing to linearity of functions 7 j' " 3 on 3 system (6) it can be written down in the following look

p a, b) • kj+P2 a, b) • k2+...+pln a, b) • kn+d a)=A ,

P21 (a;-, bi ) • k1 + P22 (a;-, bi ) • k2 + ... + P2n (a3 , bi ) • kn + d2 (aj ) = A2 , Pn1(a;-, b ) • k1 + Pn2(a3, b ) • k2 + ... + Pnn(a3 , b ) • kn + dn (a3 ) = An,

where, P (a'j' ), (i'3 = n) - generally nonlinear functions of parameters of an object,

and dy(aii) (7 n) - coefficients of a characteristic polynom of an object (generally nonlinear functions of parameters of a matrix of A). In a matrix look the system (7) registers as follows

P • k + d = A, (8) where k - the transposed vector of required coefficients of the regulator (vector column), the sign of transposing further for simplification of designations we lower,

P = 1P (a3, b J (7, l = ) - n x n

« 7 J 11 matrix of the relevant structure;

d = 1 |d7 (ai3 )\\ (7 = in)

11 7 3 11 - the vector column made of coefficients of a characteristic polynom of

an object; A = ||A7|| (7 = 1, n) - the vector column made of coefficients of a desirable characteristic polynom of the closed system.

As sizes represent a3j, bi (i, j = 1, n) real numbers, the matrix of P and a vector of d are numerical. Then the system (8) is given to a look

P • k = h, (9) where h is by the rule of subtraction of vectors h = A-d,

that is hy = A7 - dy (7 = 1, n).

Thus, if an object doesn't contain uncertain parameters and quite we operate, then the problem of synthesis of the regulator providing desirable any arrangement of poles of the closed system comes down to calculation of coefficients of a polynom (4), matrix of P, d vector, and then - to the solution of system of the linear algebraic equations (9).

The solution of system (9) unstably for the reason that the matrix P can be badly caused. We will believe that the linear operator P acts in space of H and meets conditions

HP = 1, ||P - /|| = 1.

We will accept conditions of approximation in a look to conditions ||h - h || <5 , where h -

exact value of the right member of equation (9). For the solution of the equation (9) we will use a method of iterations with averaging [11]. We will consider the sequence

__i m

d~ =-7 Sd*' m = 0,1,2,...,

" 1 lr-n

m +1 *=o

where are defined by the following iterations:

d0 G H,

dt = d, , + h-Pd, ,, * = 1,2,...I * *-1 *-1? ? ? j (11)

As shown in [11,12], the sequence (10) meets to one of solutions d of the equation (9) at 5 = 0

i.e.

HIdm - d||5=0 = 0

If 5ф 0, that

IK - d|| dm - d| 5=0 + f 5

At m = m(5) it that

m5 0

2 at 0, (12)

we have ||dm - d|| ^ 0 at 5 ^ 0,

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i.e. the scheme (10) - (11) when performing (12) generates a regulating algorithm. The given algorithms allow to make steady calculation of a vector of parameters of regulators on the basis of modal management.

References / Список литературы

1. Andrievsky B.R., Fradkov A.L. The elected heads of the theory of automatic management with examples in the MATLAB language. SPb: Science, 1999. 467 p.

2. Besekersky V.A., Popov E.P. Theory of systems of automatic control / VA. Besekersky, E.P. Popov. Prod. the 4th, reslave. and additional. SPb.: Professiya publishing house, 2003. 752 p.

3. BobrovA.A., MiroshnikI.V. Linear systems of automatic control. SPb.: (TU), 2001. 245 p.

4. Grigoriev V.V., Drozdov V.N., Lavrentyev V.V., Ushakov A.V. Synthesis of discrete regulators by means of the COMPUTER. L.: Mechanical engineering, 1983.

5. Methods of the classical and modern theory of automatic control. The textbook in 3 volumes / Under the editorship of N.D. Egupov. M.: MSTU publishing house of Bauman, 2000.

6. Miroshnik I. V. Theory of automatic control. Linear systems. SPb.: St. Petersburg, 2005. 336 p.

7. Grigoriev V.V., Zhuravlyova N.V., Lukyanova G.V., Sergeyev K.A. Synthesis of systems of automatic control of method of model management, 2007. 108 p.

8. Kuzovkov N.T. Modal management and the observing devices M.: "Mechanical engineering", 1976. 184 p.

9. PostnikovM.M. Steady polynomials. M.: Science, 1981. 176 p.

10. Hlebalin N. And, Creation of interval polynoms with the set area of an arrangement of roots. In prince: Analytical methods of synthesis of regulators: Interhigher education institution. Scientific collections Saratov, 1982. P. 92-98.

11. Ivanov V.K., Vasin V.V., Tanana V.P. Theory of linear incorrect tasks and her application. M.: Science, 1978.

12. Verlan A.F., Sizikov V.S. Integrated equations: methods, algorithms, programs. Kiev: Naukova thought, 1986. 542 p.

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