Intelligent control of synchronous machines using ANFIS and model ...

Synchronous motor speed control based on ANFIS methodology ...

The application of artificial intelligence has become an important topic in electrical machines control. This paper presents an application ...

Performance enhancement of PV system using VSG with ANFIS ...

The concept of virtual inertia is introduced in the literature as an inverter control technique known as virtual synchronous generator (VSG) [5] ...

Controlling Speed of DC Motor with Fuzzy Controller in Comparison ...

Discover the optimal control system for DC motors in this research paper. Compare Fuzzy and ANFIS controllers to enhance motor response and reduce noise.

Virtual synchronous generator control with ANFIS controller ... - IJARIIT

ANFIS represent Sugeno e Tsukamoto fuzzy models. • ANFIS uses a hybrid learning algorithm. In the field of artificial intelligence, neuro-fuzzy alludes to mixes ...

Adaptive Neuro Fuzzy Inference System with Self Turning for ...

Index Terms – Permanent Magnet Synchronous Motor (PMSM),. Scaling Factor (SF), Adaptive speed control,ANFIS,Self–Tuning. PI-link Adaptive Neuro Fuzzy Inference ...

Review of Soft Computing Models in Design and Control of Rotating ...

Aruna [61] proposed in 2016 a hybrid method using ANFIS for the speed control of interior permanent magnet synchronous motor (IPMSM). Their results demonstrate ...

Adaptive Neuro-Fuzzy Inference System (ANFIS) Based Direct ...

The hysteresis torque limits and the flux reference for the proposed control strategy is developed using the ANFIS control. Permanent magnet synchronous motor ( ...

A novel efficient adaptive-neuro fuzzy inference system control ...

A novel adaptive-neuro fuzzy inference system (ANFIS) control algorithm-based smart grid to solve power quality issues is investigated in this paper.

A New Adaptive Neuro-Fuzzy Inference System (ANFIS) Controller ...

The rest of this paper is organized as follows: In section 2 provides the model of synchronous generator and the wind turbine. Section 3 the design of proposed ...

Adaptive Learning and Control of Steam Turbine Brushless ...

In this work, mathematical modeling and MATLAB simulation for voltage regulation through excitation control of synchronous generator is described in details.

Self Learning of ANFIS Inverse Control using Iterative Learning ...

Intelligent Control, Nonlinear Control Systems. Keywords. Iterative Learning Control, Adaptive Neuro Fuzzy Inference. System, Inverse control, Labview. 1 ...

Field-oriented control based on adaptive neuro-fuzzy inference ...

Permanent magnet synchronous motor (PMSM) speed control is generally done using field oriented control, which uses conventional proportional-.

modeling and simulation of synchronous machines using adaptive ...

At the beginning, the results of the ANFIS model are compared with that obtained by time-domain simulations of the machine. Finally, correlation-based model ...

USING AN INTELLIGENT ANFIS-ONLINE CONTROLLER FOR ...

This research has introduced the intelligent ANFIS-Online controller of STATCOM for improving the dynamic voltage on the power network under a 3-phase short ...

Intelligent control for PMSM drive train | 3 - Taylor & Francis eBooks

The necessary data for the training of the ANFIS control system is generated by simulating the PMSM dynamic model using a traditional controller. The data ...

Novel Intelligent control of photovoltaic system using ANFIS ...

ANFIS (Adaptive Neuro-Fuzzy Inference System) is a computational model that combines the principles of fuzzy logic and neural networks. It can be used as a ...

An Intelligent Hybrid Control System using ANFIS-Optimization for ...

This force works to generate a magnetic flux within the air gap between the stator and rotor parts of the motor rotates at a synchronous speed.

Direct Torque Control for Permanent Magnet Synchronous Motor ...

... Intelligent Engineering and Systems, Vol.15, No.4, 2022. DOI: 10.22266/ijies2022.0831.45. Figure. 4 DTC control of PMSM motor with GEO-ANFIS controller. Table ...

Speed Control Based on Adaptive Neuro-Fuzzy Inference System ...

Williamson, “Sensorless Control of Permanent Magnet Synchronous. Motor using ANFIS ... Castillo, “Intelligent Control of a Stepping Motor Drive Using an Adaptive ...

ANFIS based Direct Torque Control of PMSM Motor for Speed and ...

Soft computational approaches for intelligent control, including neural networks, neuro-fuzzy and fuzzy logic are well-known and have been used ...