Intelligent control of wind power generation system

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Intelligent approach to maximum power point tracking control

In the variable-speed generation system, the wind turbine can be operated at the maximum power operating point for various wind speeds by adjusting the shaft speed. These

Hybrid ANFIS‐PI‐Based Robust Control of Wind Turbine Power Generation

Abstract This paper introduces a novel hybrid controller designed for a wind turbine power generation system (WTPGS) that utilizes a permanent magnet synchronous

Intelligent control of flywheel energy storage system

The paper concentrates on performance benefits of adding energy storage system with the wind generator in order to regulate the electric power delivered into the power grid. Compared with

Review on the Application of Artificial Intelligence Methods in the

In recent years, artificial intelligence technology has significantly increased in the research field of control and design of offshore wind power systems. In this paper, 135 highly

Wind Turbine Control Systems | Wind Research

The tool allows researchers and wind power plant designers to examine and minimize the impact of turbine wakes on overall plant

Intelligent control strategy for a grid connected PV/SOFC/BESS

In this paper, an intelligent control strategy for a grid connected hybrid energy generation system consisting of Photovoltaic (PV) panels, Fuel Cell (FC) stack and Battery

Power Generation TYING MULTIPLE POWER SYSTEMS

The growing need for dispatchable generation The world continues to shift toward renewable energy sources such as solar, wind and biogas-powered components. More than 60% of new

The Future in Motion: Next-Generation Wind Turbine Control Systems

Next-generation wind turbine control systems are evolving with intelligent automation, predictive monitoring, and grid-aware design to drive efficiency, resilience, and

Coordinated neural adaptive active power control of wind turbines

Abstract Active power control (APC) is an effective way to deal with the instability problem caused by high wind energy penetration in power systems. This study presents a

Review on the Application of Artificial Intelligence

As the scale of the wind power generation system expands, traditional methods are time-consuming and struggle to keep pace with

Cloud model-based intelligent controller for load frequency control

To address this issue, this paper proposes a cloud-based intelligent PI controller designed to enhance the performance of LFC in smart grids with large-scale wind power

Modeling and Control Strategy of Wind-Solar Hydrogen

Abstract: Hydrogen production by wind and solar hybrid power generation is an important means to solve the strong randomness and high volatility of wind and solar power generation. In this

A comprehensive review of artificial intelligence applications in wind

Among other renewable energy resources, wind energy is an exciting prospect that offers much to study as it is the most efficient and cleanest energy source available, and its

Optimized Fuzzy Based MPPT Control for Wind Power

This document presents a direct design of the MPPT controller for PMSG variable speed wind turbines. In this, the wind generator produces maximum power regardless of the conditions or

INTELLIGENT CONTROL OF VERTICAL AXIS WIND

California State University, Los Angeles December 2022 ABSTRACT Intelligent Control of Vertical Axis Wind Turbines for High Efficiency Energy Generation By Alexis Ruiz

Optimizing weak grid integrated wind energy systems using

This paper proposes an intelligent control strategy based on the adaptive neuro-fuzzy inference system (ANFIS) to enhance power quality in wind energy systems connected

Design of Intelligent Wind Pumping Power Generation System

This research provides new technical approaches and practical experience for the intelligent upgrade of wind-powered water pumping and electricity generation systems, holding

Intelligent control of flywheel energy storage system associated

Intelligent control of flywheel energy storage system associated with the wind generator for uninterrupted power supply by Bensaid Amel, Zebirate Soraya, Chaker

Intelligent backstepping control of power grid-connected wind power

This scholarly paper offers a wind power generation system (WPGS) that utilizes a configuration of parallel five-phase permanent magnet synchronous generators (PMSGs).

An adaptive frame and intelligent control approach for an

For example, suppose deliverable power is unavailable within a short period due to solar and wind radiation failure, in that case, a backup FC system can be included for long

Intelligent load frequency control for improving wind power

The subordinate cloud parameters are designed considering randomness of wind power, which effectively solves the problems of poor parameter robustness in traditional PI

Optimization and intelligent power management control for an

The integration of photovoltaic (PV) solar and wind energy, along with diesel generators in off-grid or grid-connected systems, presents numerous advantages. Despite

Intelligent Predictive Control for Enhancing the Efficiency and Grid

Using a permanent magnet synchronous generator (PMSG) model, the NN predictive control is applied to the boost converter and DC/AC inverter, maintaining a stable voltage output despite

The Future in Motion: Next-Generation Wind

Next-generation wind turbine control systems are evolving with intelligent automation, predictive monitoring, and grid-aware design

Intelligent Control for Increasing Maximum Extracted Power of a Wind

The contribution of this paper, motivated by the existing works, consists of proposing an intelligent control for increasing maximum generation power efficiency of a VSWT.

Intelligent control of flywheel energy storage

The paper concentrates on performance benefits of adding energy storage system with the wind generator in order to regulate the

AI-Controlled Wind Turbine Systems: Integrating IoT and

This paper reviews advancements in intelligent control systems, notably those proposed by Smart Wind technologies. These systems leverage a network of sensors and IoT devices to gather

Intelligent Control for Increasing Maximum Extracted Power of a Wind

Request PDF | On Jul 2, 2025, I. Elidrissi and others published Intelligent Control for Increasing Maximum Extracted Power of a Wind Generation System | Find, read and cite all the research

Hybrid ANFIS‐PI‐Based Robust Control of Wind Turbine Power Generation

This paper introduces a novel hybrid controller designed for a wind turbine power generation system (WTPGS) that utilizes a permanent magnet synchronous generator (PMSG).

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