Intelligent control of induction motor for photovoltaic water pumping system

This work aims to improve the performance of direct torque control (DTC) technique for induction motor based photovoltaic (PV) water pumping system (PVWPS). The innovative aspect of this work consists in introducing the adaptive fuzzy logic control and the fuzzy logic control techniques as alternati...

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Published inSN applied sciences Vol. 3; no. 9; pp. 777 - 14
Main Authors Errouha, Mustapha, Motahhir, Saad, Combe, Quentin, Derouich, Aziz
Format Journal Article
LanguageEnglish
Published Cham Springer International Publishing 01.09.2021
Springer Nature B.V
Springer Verlag
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Abstract This work aims to improve the performance of direct torque control (DTC) technique for induction motor based photovoltaic (PV) water pumping system (PVWPS). The innovative aspect of this work consists in introducing the adaptive fuzzy logic control and the fuzzy logic control techniques as alternative approaches to conventional DTC to control the PVWPS. To ensure a good operation of the PV array, a variable step size incremental conductance (VSS INC) is implemented. Simulation studies of the proposed topology based on intelligent approaches will be investigated using Matlab/Simulink under various operating conditions to validate the suitability of the proposed PVWPS. From the obtained results, the proposed control strategies appear to be very convenient for water pumping applications. Article Highlights An intelligent control based on the advanced techniques is proposed for PV water pumping system. An adaptive fuzzy logic PID approach and optimal fuzzy rules are proposed for better operation of PV system. The suggested PV water pumping system achieves better performance, in particular minimization of torque and flux ripples, reduction of torque overshoot and high dynamic response.
AbstractList This work aims to improve the performance of direct torque control (DTC) technique for induction motor based photovoltaic (PV) water pumping system (PVWPS). The innovative aspect of this work consists in introducing the adaptive fuzzy logic control and the fuzzy logic control techniques as alternative approaches to conventional DTC to control the PVWPS. To ensure a good operation of the PV array, a variable step size incremental conductance (VSS INC) is implemented. Simulation studies of the proposed topology based on intelligent approaches will be investigated using Matlab/Simulink under various operating conditions to validate the suitability of the proposed PVWPS. From the obtained results, the proposed control strategies appear to be very convenient for water pumping applications.Article HighlightsAn intelligent control based on the advanced techniques is proposed for PV water pumping system.An adaptive fuzzy logic PID approach and optimal fuzzy rules are proposed for better operation of PV system.The suggested PV water pumping system achieves better performance, in particular minimization of torque and flux ripples, reduction of torque overshoot and high dynamic response.
This work aims to improve the performance of direct torque control (DTC) technique for induction motor based photovoltaic (PV) water pumping system (PVWPS). The innovative aspect of this work consists in introducing the adaptive fuzzy logic control and the fuzzy logic control techniques as alternative approaches to conventional DTC to control the PVWPS. To ensure a good operation of the PV array, a variable step size incremental conductance (VSS INC) is implemented. Simulation studies of the proposed topology based on intelligent approaches will be investigated using Matlab/Simulink under various operating conditions to validate the suitability of the proposed PVWPS. From the obtained results, the proposed control strategies appear to be very convenient for water pumping applications. Article Highlights An intelligent control based on the advanced techniques is proposed for PV water pumping system. An adaptive fuzzy logic PID approach and optimal fuzzy rules are proposed for better operation of PV system. The suggested PV water pumping system achieves better performance, in particular minimization of torque and flux ripples, reduction of torque overshoot and high dynamic response.
Abstract This work aims to improve the performance of direct torque control (DTC) technique for induction motor based photovoltaic (PV) water pumping system (PVWPS). The innovative aspect of this work consists in introducing the adaptive fuzzy logic control and the fuzzy logic control techniques as alternative approaches to conventional DTC to control the PVWPS. To ensure a good operation of the PV array, a variable step size incremental conductance (VSS INC) is implemented. Simulation studies of the proposed topology based on intelligent approaches will be investigated using Matlab/Simulink under various operating conditions to validate the suitability of the proposed PVWPS. From the obtained results, the proposed control strategies appear to be very convenient for water pumping applications. Article Highlights An intelligent control based on the advanced techniques is proposed for PV water pumping system. An adaptive fuzzy logic PID approach and optimal fuzzy rules are proposed for better operation of PV system. The suggested PV water pumping system achieves better performance, in particular minimization of torque and flux ripples, reduction of torque overshoot and high dynamic response.
ArticleNumber 777
Author Errouha, Mustapha
Derouich, Aziz
Combe, Quentin
Motahhir, Saad
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  surname: Errouha
  fullname: Errouha, Mustapha
  organization: Laboratory of Industrial Technologies and Services, Higher School of Technology, SMBA University
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  givenname: Saad
  orcidid: 0000-0002-6846-8908
  surname: Motahhir
  fullname: Motahhir, Saad
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  organization: Engineering, Systems and Applications Laboratory, ENSA, SMBA University
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  givenname: Quentin
  surname: Combe
  fullname: Combe, Quentin
  organization: LEMTA, University of Lorraine
– sequence: 4
  givenname: Aziz
  surname: Derouich
  fullname: Derouich, Aziz
  organization: Laboratory of Industrial Technologies and Services, Higher School of Technology, SMBA University
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Issue 9
Keywords Photovoltaic water pumping system
Fuzzy logic control
Variable step size incremental conductance
Adaptive fuzzy logic control
Direct torque control
Language English
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Snippet This work aims to improve the performance of direct torque control (DTC) technique for induction motor based photovoltaic (PV) water pumping system (PVWPS)....
Abstract This work aims to improve the performance of direct torque control (DTC) technique for induction motor based photovoltaic (PV) water pumping system...
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StartPage 777
SubjectTerms Adaptive control
Adaptive fuzzy logic control
Adaptive systems
Alternative energy sources
Applied and Technical Physics
Chemistry/Food Science
Design
Direct torque control
Dynamic response
Earth Sciences
Efficiency
Electric power
Engineering
Engineering Sciences
Environment
Fuzzy control
Fuzzy logic
Fuzzy logic control
Genetic algorithms
Incremental conductance
Induction motors
Materials Science
Motor task performance
Optimization
Performance enhancement
Photovoltaic cells
Photovoltaic water pumping system
Photovoltaics
Power
Pumping
Regulation
Renewable resources
Research Article
Topology
Torque
Variable step size incremental conductance
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Title Intelligent control of induction motor for photovoltaic water pumping system
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