ОПРЕДЕЛЕНИЕ ПАРАМЕТРОВ СХЕМЫ ЗАМЕЩЕНИЯ ПОГРУЖНОГО ЭЛЕКТРОДВИГАТЕЛЯ НА ОСНОВАНИИ ДАННЫХ ИСПЫТАНИЙ

Stanislav S. Shubin, Vil U. Yamaliev, Alexander S. Glazyrin, Dmitriy S. Bunkov, Sergey N. Kladiev, Ivan V. Rakov, Evgeniy V. Bolovin, Vladimir Z. Kovalev, Rustam N. Khamitov

Результат исследований: Материалы для журналаСтатьярецензирование

Аннотация

One of the main problems in operation of wells equipped with installations of electric centrifugal pumps is determining the technical condition of submersible electrical equipment and preventing its failures. Among the various approaches to solving this problem, one can single out a method for determining the technical state of an installation of electric centrifugal pumps using a complete customizable mathematical model of the installation, including a model of a submersible induction motor. This article discusses an approach to determining and restoring the necessary parameters for tuning a submersible induction motor model based on the data given in the submersible induction motor test report. The main aim of the research is to develop a methodology for restoring the parameters of the equivalent circuit for submersible induction motor on the basis of typical data contained in the acceptance test report. Methods. The proposed approach is based on the combined use of a tunable dynamic model of a squirrel-cage induction motor and a differential evolution algorithm. The actual solution to determine the parameters of submersible induction motor damage is reduced to solving the global optimization problem, i. e. to the problem of finding the global (best) minimum of a function. Results. The authors have developed an approach for restoring the parameters of the submersible induction motor equivalent circuit, which allows setting the values of the equivalent circuit parameters for the submersible induction motor, acceptable for practice, according to the test results; the performance of the developed identification approach was tested using global optimization methods and mathematical modeling of submersible induction motors; the obtained estimates are stable for all parameters of the equivalent circuit except for the parameter of the mechanical subsystem.

Переведенное названиеESTIMATION of SUBMERSIBLE INDUCTION MOTOR EQUIVALENT CIRCUIT PARAMETERS BASED on TEST DATA
Язык оригиналаРусский
Страницы (с-по)204-214
Число страниц11
ЖурналBulletin of the Tomsk Polytechnic University, Geo Assets Engineering
Том332
Номер выпуска1
DOI
СостояниеОпубликовано - 2021

Keywords

  • Differential evolution
  • Genetic algorithms
  • Heuristics
  • Identification
  • Induction machine
  • Multivariate data
  • Multivariate mathematical optimization
  • Stochastic algorithms
  • Submersible induction motor

ASJC Scopus subject areas

  • Materials Science (miscellaneous)
  • Fuel Technology
  • Geotechnical Engineering and Engineering Geology
  • Waste Management and Disposal
  • Economic Geology
  • Management, Monitoring, Policy and Law

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