Browsing NTNU Open by Author "Bana, Prabhat Ranjan"
Now showing items 1-10 of 10
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Adaptive Vector Control of Grid-tied VSC using Multilayer Perceptron-Recurrent Neural Network
Bana, Prabhat Ranjan; Amin, Mohammad (Chapter, 2021)The standard vector control is widely used for grid-connected voltage source converters (VSCs), however, the inability to satisfactorily operate at the desired level under different dynamic scenarios and grid conditions ... -
Advanced Control Design for Grid-Connected Converters in Renewable Energy Applications
Bana, Prabhat Ranjan (Doctoral theses at NTNU;2024:281, Doctoral thesis, 2024)In the pursuit of more efficient and responsive VSC-based grid-connected renewable energy systems, this Thesis embarks on a comprehensive exploration of advanced control methodologies. It presents a structured journey ... -
ANN-Based Surrogate PI and MPC Controllers for Grid-Connected VSC System: Small-Signal Analysis and Comparative Evaluation
Bana, Prabhat Ranjan; Amin, Mohammad; Molinas Cabrera, Maria Marta (Peer reviewed; Journal article, 2023)The vector proportional-integral (PI)-controller is a widely-used control method for grid-connected voltage source converter (VSC); however, it has limitations that can negatively impact dynamic performance in a power ... -
Artificial Neural Network-Based Control for Grid-Connected Converter
Øxnevad, Ella (Master thesis, 2022)Ettersom andelen fornybare energikilder øker, må kontrollmetodene for nett-tilknyttede omformere forbedres for å sikre stabil og pålitelig drift. I forskning for forbedret omformerkontroll rettes det økende oppmerksomhet ... -
Comparative Assessment of Supervised Learning ANN Controllers for Grid-Connected VSC System
Bana, Prabhat Ranjan; Amin, Mohammad (Chapter, 2022)The widely used PI-controller imposes certain performance limitations when used for the grid-connected VSC systems. Model predictive controllers (MPC) can eliminate these inherent issues of PI-controller but in trade-off ... -
Control for Grid-Connected VSC With Improved Damping Based on Physics-Informed Neural Network
Bana, Prabhat Ranjan; Amin, Mohammad (Peer reviewed; Journal article, 2023)The rapid penetration of renewable energy sources into the power system makes the grid-connected voltage source converter (VSC) highly dynamic and uncertain. This necessitates designing new adaptive control for VSCs to ... -
A Dual-Source Self-Balanced Switched-Capacitor Reduced Switch Multilevel Inverter With Extending Ability
Panda, Kaibalya Prasad; Bana, Prabhat Ranjan; Naayagi, R.T.; Panda, Gayadhar (Peer reviewed; Journal article, 2022)Multilevel inverters (MLIs) with switched-capacitor (SC) combinations are widely recognized to improve the power quality and efficiency of the renewable energy and high-frequency power distribution systems. Self-balancing ... -
Single-stage Grid-Connected PV System with Finite Control Set Model Predictive Control and an Improved Maximum Power Point Tracking
Vanti, Simone; Bana, Prabhat Ranjan; D'Arco, Salvatore; Amin, Mohammad (Peer reviewed; Journal article, 2021)The single-stage grid-connected photovoltaic (PV) topology has drawn attention in the recent years as it can reduce the overall losses and installation costs. However, an efficient control is necessary to operate such a ... -
Single-stage PV System With Multi-Objective Predictive Control Approach
Vanti, Simone; Bana, Prabhat Ranjan; Amin, Mohammad (Chapter, 2021)Model predictive control (MPC) as a current controller has gained attention in a grid-connected power electronic converter system. The multi-objective predictive control is in greater demand when the photovoltaic (PV) ... -
State-space Modelling and Stability Analysis of ANN controller for Grid-connected VSC System
Bana, Prabhat Ranjan; Amin, Mohammad (Chapter, 2023)Recently, Artificial Neural Network (ANN)-based controllers have been extensively investigated for grid-connected VSC systems. Despite having several advantageous features, the black-box modelling of the ANN controller ...