Optimal Design and Performance Investigation of Artificial Neural Network Controller for Solar‐and Battery‐Connected Unified Power Quality Conditioner

A Ramadevi, K Srilakshmi… - … Journal of Energy …, 2023 - Wiley Online Library
Nowadays, integration of renewable sources into the local distribution system and the
nonlinear behavior of advanced power electronic equipment have made a large impact on …

Optimal design of hybrid green energy powered reduced switch converter based shunt active power filter using horse herd algorithm

K Srilakshmi, K Kondreddi, NV Gowri… - Scientific Reports, 2024 - nature.com
Renewable energy sources are playing a leading role in today's world. However, integrating
these sources into the distribution network through power electronic devices can lead to …

[HTML][HTML] Design of solar and energy storage systems fed reduced switch multilevel converter with flower pollination optimization

K Srilakshmi, A Kumar, K Kondreddi, TM Krishna… - Journal of Energy …, 2024 - Elsevier
In the present situation, the growing use of power electronic devices and non-linear loads
has led to power quality (PQ) issues, including harmonics and poor power factor, which …

AI-enhanced power quality management in distribution systems: implementing a dual-phase UPQC control with adaptive neural networks and optimized PI controllers

AR Singh, M Dashtdar, M Bajaj, R Garmsiri… - Artificial Intelligence …, 2024 - Springer
In the realm of electrical distribution, managing power quality is critical due to its significant
impact on infrastructure and customer satisfaction. Addressing issues such as voltage sags …

Islanded micro-grid under variable load conditions for local distribution network using artificial neural network

A Venkat Rao, G Suresh Babu, P Satish Kumar - Smart Science, 2024 - Taylor & Francis
This research proposes an intelligent artificial neural network (ANN) controller designed for
a micro-grid featuring solar photovoltaic, wind, and Battery Energy Storage (BES) systems …

[HTML][HTML] Fault-tolerant shunt active power filter with synchronous reference frame control and self-tuning filter

N Madhuri, MS Kalavathi - Measurement: Sensors, 2024 - Elsevier
This research proposes a novel method that combines Proportional-Integral (PI) control,
Artificial Neural Networks (ANNs), and Synchronous Reference Frame (SRF) theory to …

[PDF][PDF] Research Article Optimal Design and Performance Investigation of Artificial Neural Network Controller for Solar-and Battery-Connected Unified Power Quality …

A Ramadevi, K Srilakshmi, PK Balachandran, I Colak… - 2023 - academia.edu
Nowadays, distribution network is prone to power quality (PQ) issues like interruptions,
disturbances, flicker, sag/swell, harmonics, and PF due to the integration of inconsistent …