Design & development of MPPT using PSO with predefined search space based on fuzzy fokker planck solution

A Ballaji, R Dash, V Subburaj, JR Kalvakurthi… - IEEE …, 2022 - ieeexplore.ieee.org
Production of clean, green solar PV (SPV) power in developing countries now becomes a
trend because of their economic and technical benefits. Therefore, generating maximum …

P2P Coordinated Control between SPV and STATCOM in a Microgrid for Power Quality Compensation Using LSTM–Genetic Algorithm

D Swain, M Viswavandya, R Dash, KJ Reddy… - Sustainability, 2023 - mdpi.com
The deployment of a static synchronous compensator within a microgrid can facilitate
voltage and reactive power regulation, leading to enhanced stability and reliability. Within a …

Enhancing Efficiency of Grid-Connected Solar Photovoltaic System with Particle Swarm Optimization & Long Short-Term Memory Hybrid Technique

R Jena, R Dash, KJ Reddy, PK Parida… - Sustainability, 2023 - mdpi.com
Maximum Power Point Tracking (MPPT) is a technique used in photovoltaic (PV) systems to
maximize the power output from the solar panel by constantly tracking and adjusting the …

Design and Development of LSTM-PI Controller Parameter Tuning for DFIG System

DR Bhumika, R Dash, KJ Reddy… - … , and Smart Systems …, 2024 - ieeexplore.ieee.org
DFIG Grid interconnection system is increasing day by day thereby is an increase in
potential to its grid interconnection throughout the globe being an intermittent source of …

An experimental investigation of CO2 Concentration on Solar PV performance using SVM

B Patnaik, SC Swain, UK Rout… - 2021 Innovations in …, 2021 - ieeexplore.ieee.org
Solar photovoltaic Plant installation requires a rigorous calculation about the performance of
Solar photovoltaic Plant under different weather condition and that of the the Solar output …

Performance analysis of DFIG support microgrid using GA optimized restricted Boltzmann Machine algorithm

R Bhol, SC Swain, R Dash, KJ Reddy… - Heliyon, 2024 - cell.com
Voltage and reactive power regulation in a deregulated microgrid can be achieved by
strategically placing the Static Synchronous Compensator (STATCOM) in coordination with …

DC-Microgrid Price Prediction using Long Short Term Memory with Double Activation Function

S Sahoo, SC Swain, R Dash, N Lobo… - 2023 4th …, 2023 - ieeexplore.ieee.org
Due to growth in renewable energy sources and distributed generation (DG), the importance
of short term forecasting is increasing day by day and has been a matter of interest in power …

A Comparision Study of Machine Learning Methods for Unit Price Estimation in Smartgrid

S Sahoo, SC Swain, R Dash - 2023 4th International …, 2023 - ieeexplore.ieee.org
Electricity price volatility directly affects the deregulated electricity market where each market
player is trying to sell their power with minimum cost. Hence effective price forecasting plays …

Design and Analysis of DFIG-STATCOM Coordinated P2P Grid Connected System Using RMSProp

RR Hete, SK Mishra, R Dash, K Jyotheeswara Reddy… - Sustainability, 2022 - mdpi.com
This research work establishes a relationship between STATCOM and DFIG wind turbines in
a transmission network for coordinated operation during grid disturbances. A change in wind …

Design and analysis of EV Charging Station using PV Integrated Battery Sytsem

A Ballaji, R Dash, V Subburaj, KJ Reddy… - … on Smart Generation …, 2022 - ieeexplore.ieee.org
With 21 st century facing major predicament towards global warming and major actions
being taken in this direction to avoid further appalling situations has led OEMs for drastic …