SENSORLESS CONTROL OF WATER SUPPLY PUMP BASED ON NEURAL NETWORK ESTIMATION

  • Sergey Buryan National Technical University of Ukraine "Kyiv Polytechnic Institute"
  • Oleh Kiselychnyk National Technical University of Ukraine "Kyiv Polytechnic Institute"
  • Nicholay Pechenyk National Technical University of Ukraine "Kyiv Polytechnic Institute"
  • Dina Petukhova National Technical University of Ukraine "Kyiv Polytechnic Institute"

Abstract

Expediency of application of artificial neural networks for estimation of water supply pump flow rate and head is shown. A design procedure of a water head neural network estimator is considered. A hybrid model of the pump affording research of the estimation and sensor free control processes is developed. Simulation results of the processes of water head sensor free stabilization are presented

Author Biographies

Sergey Buryan, National Technical University of Ukraine "Kyiv Polytechnic Institute"

Candidate of Technical Sciences, Senior Lecturer

Oleh Kiselychnyk, National Technical University of Ukraine "Kyiv Polytechnic Institute"

Candidate of Technical Sciences, Associate Professor

Nicholay Pechenyk, National Technical University of Ukraine "Kyiv Polytechnic Institute"

Candidate of Technical Sciences, Associate Professor

Dina Petukhova, National Technical University of Ukraine "Kyiv Polytechnic Institute"
Student
Published
2019-02-16
How to Cite
Buryan, S., Kiselychnyk, O., Pechenyk, N., & Petukhova, D. (2019). SENSORLESS CONTROL OF WATER SUPPLY PUMP BASED ON NEURAL NETWORK ESTIMATION. Electrotechnic and Computer Systems, (3(79), 462-466. Retrieved from https://eltecs.op.edu.ua/index.php/journal/article/view/790
Section
Automated electromechanical systems