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Machine learning for the control and monitoring of electric machine drives: Advances and trends
This review article systematically summarizes the existing literature on utilizing machine
learning (ML) techniques for the control and monitoring of electric machine drives. It is …
learning (ML) techniques for the control and monitoring of electric machine drives. It is …
Switching techniques and intelligent controllers for induction motor drive: Issues and recommendations
Induction motor drive is widely used in many load applications in approximately 60% of the
total industrial load. However, the dynamic configuration of the induction motor, especially a …
total industrial load. However, the dynamic configuration of the induction motor, especially a …
Smart greenhouse fuzzy logic based control system enhanced with wireless data monitoring
Greenhouse climate control is complicated procedure since the number of variables
involved on it and which are dependent on each other. This paper presents a contribution to …
involved on it and which are dependent on each other. This paper presents a contribution to …
A second-order sliding mode and fuzzy logic control to optimal energy management in wind turbine with battery storage
The optimal control of large-scale wind turbine has become a critical issue for the
development of renewable energy systems and their integration into the power grid to …
development of renewable energy systems and their integration into the power grid to …
Review and investigation of simplified rules fuzzy logic speed controller of high performance induction motor drives
The use of Fuzzy Logic Controller (FLC) as a speed controller for Induction Motor (IM) drives
is garnering strong researchers' interest since it has proven to achieve superior performance …
is garnering strong researchers' interest since it has proven to achieve superior performance …
Robust adaptive supervisory fractional order controller for optimal energy management in wind turbine with battery storage
To address the challenges of poor grid stability, intermittency of wind speed, lack of decision-
making, and low economic benefits, many countries have set strict grid codes that wind …
making, and low economic benefits, many countries have set strict grid codes that wind …
Effective supervisory controller to extend optimal energy management in hybrid wind turbine under energy and reliability constraints
One of the major factors that can increase the efficiency of wind turbines (WTs) is the
simultaneous control of the different parts in several operating area. The main problem …
simultaneous control of the different parts in several operating area. The main problem …
Finite-time command filter-based adaptive fuzzy tracking control for stochastic nonlinear induction motors systems with unknown backlash-like hysteresis
In this article, an adaptive fuzzy control method is proposed for induction motors (IMs) drive
systems with unknown backlash-like hysteresis. First, the stochastic nonlinear functions …
systems with unknown backlash-like hysteresis. First, the stochastic nonlinear functions …
[HTML][HTML] Real time implementation of an ANFIS-based induction motor drive via feedback linearization for performance enhancement
This research study displays a design of an adaptive neuro-fuzzy torque controller technique
applied to induction motor drive via decoupling feedback linearization for enhancing the …
applied to induction motor drive via decoupling feedback linearization for enhancing the …
Fuzzy sliding mode observer with dual SOGI-FLL in sensorless control of PMSM drives
S Ye - ISA transactions, 2019 - Elsevier
To improve the performance of permanent-magnet synchronous motor (PMSM) drives, a
sensorless control scheme based on a sliding mode observer (SMO) with a fuzzy logic …
sensorless control scheme based on a sliding mode observer (SMO) with a fuzzy logic …