Научная статья на тему 'Research of dynamic characteristics of induction motors in electric drives with matching transformer and reducer'

Research of dynamic characteristics of induction motors in electric drives with matching transformer and reducer Текст научной статьи по специальности «Электротехника, электронная техника, информационные технологии»

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Ключевые слова
induction motor / load cyclogram / reducer / transformer / mathematical model / average cyclic criteria / energy indicators / reduced costs / асинхронний двигун / циклограма навантаження / редуктор / трансформатор / математична модель / середньоциклічні критерії / енергетичні показники / приведені витрати

Аннотация научной статьи по электротехнике, электронной технике, информационным технологиям, автор научной работы — V. S. Petrushin, Y. R. Plotkin, R. N. Yenoktaiev, N. S. Prokopenko

Introduction. The variety of electric drives, the performance characteristics of which correspond to the set requirements of consumers while ensuring reliable and economical operation for a certain time resource, characterizes the variety of circuit solutions, including using matching transformers and reducers. Problem. The use of matching transformers and reducers units significantly changes the performance characteristics of the electric drive. Most articles are devoted to modeling an electric drive without such elements. It is advisable to consider simulations of electric drives using these elements. Methodology. In the models of matching transformers and reducers, the initial data are used, which determine both the functional properties and the mass and size parameters. The latter provide an opportunity to consider the economic aspects of the electric drive. For the correct calculation of the energy balance of the electric drive, the efficiency of the elements under consideration is taken into account. Results. The use of the developed algorithms for modeling the dynamic modes of two induction motors in electric drives operating on a specific load diagram, with the connection of a matching transformer and reducers, is considered. Dependencies of efficiency and power factor of motors have allowed to determine the medium cyclic energy indicators. The masssize and cost indicators of variants of electric drives were found, which made it possible to calculate the average cyclic reduced costs of electric drives. Practical value. The possibility of choosing the best variant of the drive based on various indicators, including the minimum amount of energy losses per year, is substantiated. References 17, tables 2, figures 8.

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Розглянуто використання розроблених алгоритмів для моделювання динамічних режимів двох асинхронних двигунів в електроприводах, що працюють на певну циклограму навантаження, при включенні узгоджувальних трансформатора і редуктора. Враховано мінливість параметрів схем заміщення двигунів, пов'язана зі зміною насичення магнітних кіл і витісненням струмів в обмотках роторів. Отримано і зіставлені динамічні характеристики струмів і потужностей, споживаних двигунами. Залежності ККД і коефіцієнта потужності двигунів дозволили визначити середньоциклічні енергетичні показники. Знайдено масогабаритні і вартісні показники варіантів електроприводів, що дало можливість, при відомих середньоциклічних енергетичних показниках приводів, розрахувати середньоциклічні приведені витрати електроприводів. Обґрунтовано можливість вибору кращого варіанту приводу за вищевказаними показниками, а також за мінімумом втрат електроенергії за рік. Бібл. 17, табл. 2, рис. 8.

Текст научной работы на тему «Research of dynamic characteristics of induction motors in electric drives with matching transformer and reducer»

UDC 621.313.333

doi: 10.20998/2074-272X.2019.2.03

V.S. Petrushin, Y.R. Plotkin, R.N. Yenoktaiev, N.S. Prokopenko

RESEARCH OF DYNAMIC CHARACTERISTICS OF INDUCTION MOTORS IN ELECTRIC DRIVES WITH MATCHING TRANSFORMER AND REDUCER

Introduction. The variety of electric drives, the performance characteristics of which correspond to the set requirements of consumers while ensuring reliable and economical operation for a certain time resource, characterizes the variety of circuit solutions, including using matching transformers and reducers. Problem. The use of matching transformers and reducers units significantly changes the performance characteristics of the electric drive. Most articles are devoted to modeling an electric drive without such elements. It is advisable to consider simulations of electric drives using these elements. Methodology. In the models of matching transformers and reducers, the initial data are used, which determine both the functional properties and the mass and size parameters. The latter provide an opportunity to consider the economic aspects of the electric drive. For the correct calculation of the energy balance of the electric drive, the efficiency of the elements under consideration is taken into account. Results. The use of the developed algorithms for modeling the dynamic modes of two induction motors in electric drives operating on a specific load diagram, with the connection of a matching transformer and reducers, is considered. Dependencies of efficiency and power factor of motors have allowed to determine the medium cyclic energy indicators. The mass- size and cost indicators of variants of electric drives were found, which made it possible to calculate the average cyclic reduced costs of electric drives. Practical value. The possibility of choosing the best variant of the drive based on various indicators, including the minimum amount of energy losses per year, is substantiated. References 17, tables 2, figures 8.

Key words: induction motor, load cyclogram, reducer, transformer, mathematical model, average cyclic criteria, energy indicators, reduced costs.

Розглянуто використання розроблених алгоритмiв для моделювання duHaMiuHux режимiв двох асинхронних двигутв в електроприводах, що працюють на певну циклограму навантаження, при включенж узгоджувальних трансформатора i редуктора. Враховано мiнливiсть пaрaметрiв схем замщення двигушв, пов'язана 3i змшою насичення магштних кт i виткненням струмiв в обмотках роторы. Отримано i зктавлеш динaмiчнi характеристики струмiв i потужностей, споживаних двигунами. Зaлежностi ККД i коефцента потужностi двигушв дозволили визначити середньоциклiчнi енергетичн показники. Знайдено мaсогaбaритнi i вaртiснi показники вчр'шппив електроприводiв, що дало можлив^ть, при вiдомих середньоциклчних енергетичних показниках приводiв, розрахувати середньоциклiчнi приведен витрати електроприводiв. ОбГрунтовано можлив^ть вибору кращого вaрiaнту приводу за вищевказаними показниками, а також за мтшумом втрат електроенерги зарж Бiбл. 17, табл. 2, рис. 8.

Ключовi слова: асинхронний двигун, циклограма навантаження, редуктор, трансформатор, математична модель, середньоциклiчнi критери, енергетичш показники, приведет витрати.

Рассмотрено использование разработанных алгоритмов для моделирования динамических режимов двух асинхронных двигателей в электроприводах, работающих на определенную циклограмму нагрузки, при включении согласующих трансформатора и редуктора. Учтено непостоянство параметров схем замещения двигателей, связанное с изменением насыщения магнитных цепей и вытеснением токов в обмотках роторов. Получены и сопоставлены динамические характеристики токов и мощностей, потребляемых двигателями. Зависимости КПД и коэффициента мощности двигателей позволили определить среднециклические энергетические показатели. Найдены массогабаритные и стоимостные показатели вариантов электроприводов, что дало возможность, при известных среднециклических энергетических показателей приводов, рассчитать среднециклические приведенные затраты электроприводов. Обоснована возможность выбора лучшего варианта привода по вышеуказанным показателям, а также по минимуму потерь электроэнергии за год. Библ. 17, табл. 2, рис. 8.

Ключевые слова: асинхронный двигатель, циклограмма нагрузки, редуктор, трансформатор, математическая модель, среднециклические критерии, энергетические показатели, приведенные затраты.

Introduction. A variety of electric drives (ED), whose performance characteristics meet the specified requirements of consumers while ensuring reliable and economical operation for a certain time resource, characterizes the variety of circuit solutions, including using matching transformers and reducers. The value of the drive load may vary in time, which is characterized by the mode of operation described by the load cyclogram. Heating of the electric machine depends on the operation mode, i.e. on the ratio of the duration of periods of operation and pauses between them or periods of operation with full or partial load, on the frequency of

switching on the machine and the nature of the flow of transients. Along with the standard modes of operation [1], non-standard ones are also possible [2, 3]. The standard ones are characterized by different time indicators (duration of switching on, duration of load, duration of operation, frequency of switching on, etc.).

The correct choice of electric drive should provide high energy performance during operation, indicating its rational use. When commensurate operation time of induction motors (IM) in steady and transient (start, transfer from one load to another) modes, transients have

© V.S. Petrushin, Y.R. Plotkin, R.N. Yenoktaiev, N.S. Prokopenko

a significant impact on the performance of electric drives. In some cases, IMs are operated in intermittent modes associated with alternating motor operation for loads of different values. Transients in IM were considered by a number of authors [2, 4]. At the same time, the rejection of the use of certain assumptions in the simulation of dynamic modes of IM allows us to refine the mathematical models (MM) [5].

The use of matching transformers and reducers significantly changes the performance characteristics of the ED. Most of the papers are devoted to ED modeling without such elements in both static and dynamic modes [2, 4-7]. In a number of works [8-11], the analysis is performed taking into account transformers and reducers. It is advisable to consider modeling ED using these elements.

The goal of the paper is to use the developed algorithms to simulate the dynamic modes of induction motors in electric drives with matching transformers and reducers and to substantiate the possibility of comparing the considered electric drives in terms of weight, cost, energy and cost parameters, as well as on the cost of electricity to choose a rational drive option.

Problem definition. All considered drives operate on a certain load cyclogram and provide almost the same number of revolutions on the mechanism. In the models of matching transformers and reducers, initial data are used, which determine both functional properties and weight, size and cost parameters. The latter provide an opportunity to consider the economic aspects of the ED. The functional ones are: for a reducer - a gear ratio (ired), for a transformer - a transformation ratio (kr). The correctness of the calculation of the energy balance of the electric drive requires the use of the efficiency of the considered elements (^red, rjtr). Modeling ED with the connection of reducers and transformers in static and dynamic modes, the rotational speed (nmech) and torque (Mmech) on the drive mechanism, the power consumed by the drive (Ped), the drive efficiency (nED), the power of the load mechanism (Pmech) are determined. In addition, it seems possible to calculate the weight, size, and cost parameters of the entire ED using any of the considered components.

Expressions that take into account the connection of the reducer and transformer in the ED when considering static modes, have the form:

nmech . , lred

Mmech - MIM ' lred ' rred, Pmech - PIM ' rred,

PED - A + (1 ~r,tr ) • P

rED - rIM rtr • rred >

U 2 -

Ui

(1)

(2)

(3)

(4)

(5)

(6)

where n is the motor speed; MIM is the torque on the motor shaft; PIM is the useful mechanical power on the motor shaft; P1 is the consumed active motor power; U1 is the primary voltage of the transformer; U2 is the secondary voltage of the transformer.

Mathematical models used to study transient electromagnetic and electromechanical processes in induction motors are based on systems of nonlinear differential equilibrium equations for voltages and currents in a system of transformed coordinates [6, 7]:

d YSa = Usa (t) - rsd(t)[xr (tWsa (t) - Xm (tWm (t)1 dt

d^tf = UsP (t) - rsd(t)Xr (t)¥sP (t) - Xm (tWrp (t) J

- [-par(t) - rr (t)d(t)[xs (t)%a (t) -

- Xm (SWa (t)],

d W = [p^r ■ W (t) - rr (t)d(t)[Xs (t) W (t) -

- Xm (t)W (t)],

dt = 7{^d (t) Xm (t)Wsp (tWra (t) - W (tWsa (t)] -

- ML (tr )/(ired-Vred )},

where ¥sa(t), ¥sP(t), ¥ra(t), and ^(t) are the flux linkages of the stator and rotor windings of the machine, respectively, along the axes a and ft; mr is the motor angular rotation speed; p is the number of pairs of poles; J is the total moment of inertia of the drive, reduced to the motor shaft; ML(t) is the time dependence of the mechanism resistance; rs, rr(t), xs(t), xr(t), xM(t) are the active resistances and the total reactances of the stator and rotor windings and the mutual induction resistance, and all of which, except for rs, change at each integration step; d(t) is the auxiliary variable d(t) = [xs(t)xr(t) - (xM(t))2]-1; usa(t) and usft(t) are the instantaneous values of the voltages along the a and ft axes, which are determined by the voltage amplitude Um and the angular position of the generalized voltage vector ^:

usa(t) = Um (t) • cos(9>i), Usp(t) = Um (t) • srnOft). (8)

The expressions connecting the instantaneous values of currents and flux linkages are as follows:

'sa(t) - d(t) isp(t) - d(t)■

xr «Wsa«) - Xm (t Wra« )],

xr (t Wsp(t ) - xm (tWrp(t )\ )

where isa, isp are the stator currents along the axes a and ft. Instantaneous stator current value:

ii(t ) 2

(t)

+ isp(t )

(10)

A mathematical model built on the basis of the above differential equations allows to calculate the rotational frequencies, currents in the phases of the windings, electromagnetic torques, losses.

n

k

tr

In each of the equations, nonlinear coefficients take place - the motor parameters varying at each operating point, including due to the effects of saturation of the magnetic system and current displacement in the rotor winding [12, 13]. One of the approaches to the analysis of the dynamic characteristics of IM involves the preliminary determination of these factors for the necessary operating points. Therefore, before analyzing the transient process, the calculations of steady-state regimes are carried out in order to obtain the values of all the parameters of the equivalent circuit, taking into account the current displacement in the rotor winding and the magnetic core saturation for the necessary operating points. For this purpose, MMs of steady-state modes are used. When calculating the dynamic modes, the changes at each step of the system integration are taken into account, i.e. at certain points, the characteristics of the transition from one torque of load to another, the parameters of the equivalent circuit. When implementing this approach, an increase in the level of MM adequacy is provided.

In a number of publications [14-16], in contrast to the classical theory, according to which the values of powers are calculated as integral, instantaneous values of powers are used. Then the conditional active power consumed by the motor in dynamic modes under the condition of sinusoidal supply voltage is calculated through instantaneous values of voltages and currents:

p1 (t) = -3 • [usa (t) • 'sa (t) + usp (t) • isp (t)]. (11)

The actual consumed active power p1 is more than conditional one by the amount of the unaccounted losses (the main ones in the magnetic core Apst base, the

additional ones in the magnetic core Apst add,

mechanical ones Apmech, additional ones Apmech):

P1(t) = pi(t) + Apst base (t) + Apst add (t) + + Apmech (t) + Apadd (t).

(12)

The power at the motor shaft can be determined through flux linkages and currents using the rotor speed value:

piM (t) = ®r ^ k (f)7ra (t) - ira (tWrfi (t)]

2

-Apmech (t) -Apadd (t).

(13)

components in the generalized criteria, and also depend on the assigned coefficients of significance of these components. When calculating the criteria, their values in transient operating modes can be taken into account. This approach allows to make a choice for both modes of operation, in which the duration of transient modes is much less than the duration of operation in steady-state modes, and for modes with commensurability of the above durations.

In the case of taking into account transients, the energy-cost group of criteria for the motor or drive is determined by:

VmclM (ED)

1

^end te

-end

j^M (ED)(t) dt, (14)

1 tend

cosVmcm(ED) = t--t--jcos^IM(ED)(t) dt, (15)

tend tstart

RC

mclM (ED)

tend ts

end

jRCim(ED)(t) dt, (16)

The instantaneous value of efficiency is determined by the ratio of the instantaneous values of useful power on the motor shaft piM to the consumed active power p1.

As the drive selection criteria, the mass, dimensions, cost of the motor or drive, average cyclic reduced manufacturing and operating costs (RCmc), average cyclic energy indicators (efficiency and power factor) can be used, or a generalized criterion can be applied, taking into account the above criteria as components. Conventionally, the criteria can be divided into two groups: weight and size and cost; energy and costly. Selection results vary with different criteria used or with their different

where tend is the cycle end time; tend is the cycle start time.

With a known full cost of the motor cim the value of the criterion is defined as:

RCim = (cim+CriM)[1+TN(kde+ks)] + CLIM, where CriM is the cost of expenses for reactive power compensation, UAH; CLIM is the cost of electricity losses for the year, UAH; TN is the standard payback period of the motor, years; kde is the share of costs for depreciation; ks is the share of maintenance costs for motor operation.

For common industrial IM, the following values are accepted: TN = 5 years, kde = 0.065, ks = 0.069. Then RCim = 1.67(cim+CrfM) + CLim, where Cim = C^Pi(tgq\ -- 0.484) and CLim = 0^(1.04 -^m), Ccae is the coefficient taking into account the cost of active energy losses, which is a product of cost of 1 kW-h of electricity during the service life of the motor (0.05 USD per kW-h), the number of motor operation hours per year (2100), the number of years of operation before major repairs (5) and the ratio of the relative motor load (1.0), Ccre is the coefficient taking into account the cost of reactive energy compensation and representing the product of the cost of 1 kVAr of the reactive power of compensating devices (15 USD for 1 kVAr), the coefficient of motor participation in the maximum load of the system (0.25) and the ratio of the relative load. Similarly, at the known cost of the entire electric drive ced, the reduced costs of the drive RCED are determined.

If as a selection criterion to use such an energy indicator as efficiency, energy-saving operation of the motor will be provided.

Results of investigations. In accordance with the above-mentioned, the DIMDrive code, similar to the DIMASDrive software [17], was developed at the Department of Electric Machines of the Odessa National Polytechnic University. The code is based on system

start

t

start

1

start

principles, allowing to take into account the presence of certain possible components of the electric drive. In this regard, along with the IM models (for the steady state based on the T-shaped equivalent circuit, for the dynamic mode on the system of differential equations of a generalized machine), the load diagram M(t) is included in the complex project model, and if necessary, models of transformer and reducer (between the motor and the load) matching voltage values of the network and the motor. Motor models involve the consideration of machines of various designs, degrees of protection, ventilation systems, types of rotors, etc. and take into account the change in the parameters of the equivalent circuit of the motor due to the saturation of the steel of the magnetic core and the displacement of currents in the motor windings, the presence of main and additional losses in steel in static and dynamic modes of the motor operation, the presence of higher spatial harmonics of the magnetic field. The analysis of electromagnetic, electromechanical, energy, thermal processes during the IM operation for various in value and mode of operation the load is provided. The code allows to implement a comprehensive analysis of the operation of IM, on the basis of which all the most important aspects of motor operation are considered.

The above software was used to simulate the operation of motors and electric drives in solution of this production problem.

The load is described by the following cyclogram: 2 s - 50 N-m, 1 s - 98 N-m. Four variants of electric drives are considered at supply voltage of 380 V and network frequency of 50 Hz which is reflected in Fig. 1.

E-^p) ED tvih IM 4A16QS4 8, red

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ED tvih IM 4A16QS8 i -Q 4A16DSB

fi C^) ED wih IM 4A160S4, tr & red

B-^ ED wih IM 4AI6QS8 & (r

Fig. 1. Window of options of electric drives of the DIMDrive software

Motors 4A160S4 and 4A160S8 are used. In different variants there were different total moments of inertia, taking into account the moments of inertia of the motor and drive mechanism (ED with 4A160S4 - 0.3 kg- m2, ED 4A160S8 - 0.5 kg-m2). To ensure the same speed of rotation of the mechanism, the reducers are included in the variants with the 4A160S4 motor. Reducer parameters

are shown in Fig. 2. For simplification the weight, size and cost parameters of the reducer are taken conditionally equal to 100.

Reductor data - RED, i=2

Reduction ratio 2 -I

Effecienoy 0.8 -I

Cost, c.u. 100 -I

Weight, kg 100 -I

Height, mm 100 -I

Width, mm 100 -I

Depth, mm \m J

| Change Recover

Fig. 2. Window of reducer parameters of the DIMDrive software

In two variants, a transformer was used at the drive input, the parameters of which are shown in Fig. 3. To simplify, the weight, size, and cost parameters of the transformer are taken conditionally equal to 100. To obtain cosymcED values, the calculation transformer power factor is used (kptrc = 0.8):

cos^mcED = cos WmclM • kptrc . (17)

The performed thermal calculations (the maximum torque from the cyclogram for the steady state is set) showed the temperature of the motor stator winding exceeding the permissible value in the ED with IM 4A160S8 with transformer (Fig. 4). Therefore, this drive option is not considered further. The numbering of the characteristics corresponds to the variant numbering of the electric drives in Table 1, namely: 1 - ED with IM 4A160S4 with a reducer; 2 - ED with IM 4A160S8 without reducer and transformer; 3 - ED with IM 4A160S4 with reducer and transformer; 4 - ED with IM 4A160S8 with transformer.

S Input transformer data

Power, kW 15 ■v

Input voltage, V 380 'I

Input frequency,Hz 50 'I

Transformation factor 0.8 'I

Effeciency 0.8 'I

Cost, c.u. 100 'I

Weifht, kg 100 jd

Height, nnnn 100 W

Width, rnnn 100 'I

Depth, mm iES J

V Change Recover

Fig. 3. Window of transformer parameters of the DIMDrive software

e,°c

300

250

200

150

100

50

/3

z1

730

732

734

736

738

740

742

744 , rpm

Fig. 4. Temperatures of motors' stator windings

Dynamic characteristics, which are dependencies of changes in electrical, energy values in time at the motor input, are presented in Fig. 5-8. The numbering of the characteristics corresponds to the variant numbering of the electric drives in Table 1. The code DIMDrive allows, when considering the dynamic characteristics, to exclude the starting mode from the presentation, which was done later. Similarly, the dynamic characteristics can be calculated at the input of the drive.

Table 1 shows the values of the indicators of the considered ED, which include the medium cyclic efficiency (nmc), the power factor (cos^mc), the reduced costs (RCmc), as well as the weight, size, and cost parameters of both the motors and the drives.

Il, A

40

35 30 25 20 15 10 5 0

,3

y ! N

-ft—

----- \

______

1.5

2.5

3.5

t,s

Fig. 5. Dependencies of currents consumed by motors

Pi, w

16000

11000

12000

10000

ROOO

6000 ^

4000

2000

0 1

1 A _ A

t- /

i ----- •

2 A- -

A

...J 'k ....

V

1.5

2.5

3.5

Fig. 7. Motors efficiency dependencies

COS(<|>)n

0.9

0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0

A -1

v------ I

- №

y------------ A P

V--

IV-

3- V

1.5

2.5

3.5

Fig. 8. Motors power factor dependencies

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Comparison of various ED indicators

t,s

Table 1

N. ED Indicators and parameters No.1 - with 4A160S4 with reducer No. 2 - with 4A160S8 without reducer and transformer No. 3 - with 4A160S4 with reducer and transformer

Vmc IM, % 76.54 72.89 62.16

cos^mcIM, r.u. 0.636 0.551 0.276

nmc ED, % 61.23 72.89 39.78

cos^mc ED, r.u. 0.636 0.551 0.221

RCmc IM, USD 2172 1980 3146

RCmc ED, USD 2932 1980 5181

Mass of IM, kg 118.9 111.8 118.9

Volume of IM, dm3 9.62 10.73 9.62

Cost of IM, USD 642 552 642

Mass of ED, kg 218.9 111.8 318.9

Volume of ED, dm3 10.62 10.73 11.62

Cost of ED, USD 742 552 842

Fig. 6. Dependencies of active powers consumed by motors

The calculation of the cost of active energy loss per year can be performed:

Ca = C ■ Tyear ■ Kl ■ Ped ■ (1 + 0.04 ~VmcED )/VmcED , (18)

where C = 0.05 USD is the price per 1 kW-h; Tyear = 2100 is the number of hours of ED operaton in the year; KL is the load factor (taken equal to 1.0); 0.04 is the relative value of losses in the consumer's distribution network.

Comparison of the considered ED variants at the cost of active energy losses for the year (Table 2) was made.

Table 2

Comparison of the cost of active energy losses of various ED

ED Indicators and parameters No.1 - with 4A160S4 with reducer No. 2 - with 4A160S8 without reducer and transformer No. 3 - with 4A160S4 with reducer and transformer

nmc ED, % 61.23 72.89 39.78

Cost of active energy losses per year, USD 541 279 1768

Conclusions

1. The DIMDrive code has been developed, which allows analyzing the dynamic modes of operation of induction motors, including in electric drive systems with matching transformers and reducers, and this is the basis for designing motors for various operating modes.

2. For comparison of the efficiency of the considered electric drives, the medium cyclic criteria of the energy and cost groups are proposed, which take into account the corresponding indicators in both the steady-state and the transient modes.

3. Of the three considered electric drives, ED with 4A160S8 motor without a reducer and a transformer has the advantage for the following reasons:

• the highest value of the medium cyclic efficiency of the electric drive;

• the lowest value of the medium cycle reduced costs of the electric drive;

• the lowest value of the cost of active energy losses per year.

4. If the medium cyclic power factor of the electric drive is used as the selection criterion, then the ED with the 4A160S4 motor with a reducer has an advantage.

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Received 29.08.2018

V.S. Petrushin1, Doctor of Technical Science, Professor, Y.R. Plotkin2, Candidate of Technical Science, Professor, R.N. Yenoktaiev1, Postgraduate Student, N.S. Prokopenko1, Master of Science,

How to cite this article:

Petrushin V.S., Plotkin Y.R., Yenoktaiev R.N., Prokopenko N.S. Research of dynamic characteristics of induction motors in electric drives with matching transformer and reducer. Electrical engineering & electromechanics, 2019, no.2, pp. 14-20. doi: 10.20998/2074-272X.2019.2.03.

Odessa National Polytechnic University, 1, Shevchenko Avenue, Odessa, 65044, Ukraine, phone +380 48 7058494, e-mail: victor_petrushin@ukr.net, rostik-enok@ukr.net, nikita_prokopenko@yahoo.com 2 HWR Berlin,

Alt Friedrichsfelde 60, 10315 Berlin, Germany, phone +49 (0)30 30877-2443, e-mail: juriy.plotkin@hwr-berlin.de

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