Bijaya Ketan Panigrahi
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View article: Tensor ring optimized quantum-enhanced tensor neural networks
Tensor ring optimized quantum-enhanced tensor neural networks Open
Quantum machine learning researchers often rely on incorporating tensor networks (TN) into deep neural networks (DNN) and variational optimization. However, the standard optimization techniques used for training the contracted trainable we…
View article: Multi-Stage Operational Resilience Metric-Driven Optimal Service Restoration in DER-Rich Power Distribution Systems
Multi-Stage Operational Resilience Metric-Driven Optimal Service Restoration in DER-Rich Power Distribution Systems Open
The increasing occurrence of high probability events and the absence of a universal resilience metric have shifted the research paradigm towards quantifying resilience to support adaptive restoration. Thus, there is a need for a resilience…
View article: Prosumer Cost Efficiency and Ensuring Grid Stability Through a Hierarchical PPO Framework in Decentralized Community Energy Management
Prosumer Cost Efficiency and Ensuring Grid Stability Through a Hierarchical PPO Framework in Decentralized Community Energy Management Open
This research introduces a methodology based on reinforcement learning to address the cost reduction challenges faced by prosumers in a smart home-based community. The proposed method tackles the unpredictability of distributed energy reso…
View article: A HEN-PPO strategy for home energy management system with reduce EV anxieties
A HEN-PPO strategy for home energy management system with reduce EV anxieties Open
This article proposes a novel method for scheduling residential building loads, including thermal and EV (Electric Vehicle) loads, to maximize demand response potential in smart home environment. In this approach, a load scheduling solutio…
View article: Imputation based wind speed forecasting technique during abrupt changes in short term scenario
Imputation based wind speed forecasting technique during abrupt changes in short term scenario Open
It is tough and complex to forecast wind speed due to its intermittent and stochastic nature as well as sudden and abrupt variations in the wind speed. Further, it is required to handle the variety of scenarios e.g. cyber‐attacks, unexpect…
View article: Collegial control for mode transfer of solar photovoltaic-battery system
Collegial control for mode transfer of solar photovoltaic-battery system Open
This work presents a collegial control for the objective of microgrid synchronization with improved power quality injection. The solar photovoltaic and battery based three-phase microgrid utilizes coordinated operation between improved ada…
View article: Model-Agnostic Semantics in Shipboard Systems Against Data Availability Attacks
Model-Agnostic Semantics in Shipboard Systems Against Data Availability Attacks Open
Data availability attacks, such as latency attacks, data dropouts and time synchronization attacks (TSAs) still remain a prime concern not only at the network level but also impair the control system performance & stability of the physical…
View article: A Monolithic Cybersecurity Architecture for Power Electronic Systems
A Monolithic Cybersecurity Architecture for Power Electronic Systems Open
Power electronic systems (PES) face significant threats from various data\navailability and integrity attacks, significantly affecting the performance of\ncommunication networks and power system operation. As a result, several attack\ndete…
View article: Performance Investigation of Hybrid Shipboard Microgrid using ESOGI-FLL Technique
Performance Investigation of Hybrid Shipboard Microgrid using ESOGI-FLL Technique Open
The issue of reducing greenhouse gas (GHG) emissions from ships has garnered significant interest from stakeholders within the maritime industry. This work considers a hybrid shipboard microgrid powered by a battery energy storage (BES), s…
View article: Multiple voltage source converters based microgrid with solar photovoltaic array and battery storage
Multiple voltage source converters based microgrid with solar photovoltaic array and battery storage Open
In this paper, a standalone photovoltaic (PV)-battery storage (BS) based microgrid (MG) is presented with a 415V-AC bus. The PV array is linked to the main voltage source converter (VSC1) DC-link to maximize power production in an efficien…
View article: Delay-Aware Semantic Sampling in Power Electronic Systems
Delay-Aware Semantic Sampling in Power Electronic Systems Open
In power electronic systems (PES), attacks on data availability such as latency attacks, data dropouts, and time-synchronization attacks (TSAs) continue to pose significant threats to both the communication network and the control system p…
View article: Tensor Ring Optimized Quantum-Enhanced Tensor Neural Networks
Tensor Ring Optimized Quantum-Enhanced Tensor Neural Networks Open
Quantum machine learning researchers often rely on incorporating Tensor Networks (TN) into Deep Neural Networks (DNN) and variational optimization. However, the standard optimization techniques used for training the contracted trainable we…
View article: Multi-operational solar photovoltaic microgrid with synchronization, backup and power quality enhancement ability
Multi-operational solar photovoltaic microgrid with synchronization, backup and power quality enhancement ability Open
The proposed three phase solar photovoltaic microgrid (SPV-MG) works as a multi-mode operational system. It operates under different modes of operations: 1) Daytime, in presence of sunlight, it transfers real power to three-phase loads and…
View article: Nature‐inspired artificial bee colony‐based hyperparameter optimization of <scp>CNN</scp> for anomaly detection in induction motor
Nature‐inspired artificial bee colony‐based hyperparameter optimization of <span>CNN</span> for anomaly detection in induction motor Open
The Induction Motor (IM) is one of the most frequently used prime movers in most industrial and transportation systems. The motor's stable and safe operation directly influences the secure and reliable operation of such prime movers. Devel…
View article: Design of an Isolated Level-1 Charging Architecture With Power Quality Improvement
Design of an Isolated Level-1 Charging Architecture With Power Quality Improvement Open
Increasing interest is shown in deploying electric vehicles (EVs) to reduce greenhouse gas emissions and fuel consumption. However, their widespread adoption is hindered by factors such as the limited availability of battery converters for…
View article: Design of an Isolated Level-1 Charging Architecture With Power Quality Improvement
Design of an Isolated Level-1 Charging Architecture With Power Quality Improvement Open
Increasing interest is shown in deploying electric vehicles (EVs) to reduce greenhouse gas emissions and fuel consumption. However, their widespread adoption is hindered by factors such as the limited availability of battery converters for…
View article: Design of an Isolated Level-1 Charging Architecture With Power Quality Improvement
Design of an Isolated Level-1 Charging Architecture With Power Quality Improvement Open
Increasing interest is shown in deploying electric vehicles (EVs) to reduce greenhouse gas emissions and fuel consumption. However, their widespread adoption is hindered by factors such as the limited availability of battery converters for…
View article: Design of an Isolated Level-1 Charging Architecture With Power Quality Improvement
Design of an Isolated Level-1 Charging Architecture With Power Quality Improvement Open
Increasing interest is shown in deploying electric vehicles (EVs) to reduce greenhouse gas emissions and fuel consumption. However, their widespread adoption is hindered by factors such as the limited availability of battery converters for…
View article: Impact Assessment of Data Integrity Attacks in MVDC Shipboard Power Systems
Impact Assessment of Data Integrity Attacks in MVDC Shipboard Power Systems Open
The development of power electronics-based medium voltage direct current (MVDC) networks has revolutionized the marine industry by enabling all-electric ships (AES). This technology facilitates the integration of heterogeneous resources an…
View article: 3D Quantum-inspired Self-supervised Tensor Network for Volumetric Segmentation of Medical Images
3D Quantum-inspired Self-supervised Tensor Network for Volumetric Segmentation of Medical Images Open
This paper introduces a novel shallow 3D self-supervised tensor neural network for volumetric segmentation of medical images with merits of obviating training and supervision. The proposed network is referred to as 3D Quantum-inspired Self…
View article: Adaptive Reclosing Technique Using Variational Mode Decomposition Algorithm in BESS-Based Microgrid
Adaptive Reclosing Technique Using Variational Mode Decomposition Algorithm in BESS-Based Microgrid Open
This study introduces a novel adaptive technique to accelerate the process of reclosing in a Battery Energy Storage System (BESS)-based microgrid system to provide uninterrupted power supply (UPS). Two different methodologies, Fault Curren…
View article: Weak grid integrated solar photovoltaic‐based distributed generation system proficient in supplying VAR requirement with current restriction
Weak grid integrated solar photovoltaic‐based distributed generation system proficient in supplying VAR requirement with current restriction Open
This study presents a grid interactive solar photovoltaic (PV) system proficient with low voltage ride through capability. When the supply voltage drops more than 10%, the solar PV system remains connected and continues to supply the activ…
View article: Decentralized Anomaly Identification in Cyber-Physical DC Microgrids
Decentralized Anomaly Identification in Cyber-Physical DC Microgrids Open
DC microgrids with distributed control architec-tures enhance the operational reliability, scalability and flexibility. However, the underlying communication infrastucture makes the system highly susceptible to cyber attacks. These attacks…