Search Results - "Kurukuru, V S Bharath"
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1
Islanding Classification Mechanism for Grid-Connected Photovoltaic Systems
Published in IEEE journal of emerging and selected topics in power electronics (01-04-2021)“…This article develops an islanding classification technique by adapting signal processing and machine learning techniques. The proposed method trains with all…”
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2
Machine learning framework for photovoltaic module defect detection with infrared images
Published in International journal of system assurance engineering and management (01-08-2022)“…This paper develops an automatic defect detection mechanism using texture feature analysis and supervised machine learning method to classify the failures in…”
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3
Enhancement of Fault ride through strategy for single-phase grid-connected photovoltaic systems
Published in 2019 IEEE Industry Applications Society Annual Meeting (01-09-2019)“…Increasing efficiency and decreasing cost of Photovoltaic (PV) panels has led to the rise of many PV Plants. Considering their evolution, Grid standards…”
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Conference Proceeding -
4
Fault Classification for Photovoltaic modules using Thermography and Image Processing
Published in 2019 IEEE Industry Applications Society Annual Meeting (01-09-2019)“…For reliable and efficient operation of solar photovoltaic (PV) system it is necessary to detect and analysis fault. Especially in the case of PV arrays, it is…”
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5
Cybersecurity in Power Electronics Using Minimal Data - A Physics-Informed Spline Learning Approach
Published in IEEE transactions on power electronics (01-11-2022)“…Cyberattacks can be strategically counterfeited to replicate grid faults, thereby manipulating the protection system and leading to accidental disconnection of…”
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6
Dynamic Voltage Support for Low-Voltage Ride-Through Operation in Single-Phase Grid-Connected Photovoltaic Systems
Published in IEEE transactions on power electronics (01-10-2021)“…This article presents a dynamic voltage support (DVS) scheme for achieving low-voltage ride-through (LVRT) with a grid-connected photovoltaic (PV) inverter…”
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7
Intelligent energy management scheme‐based coordinated control for reducing peak load in grid‐connected photovoltaic‐powered electric vehicle charging stations
Published in IET generation, transmission & distribution (01-03-2024)“…Solar‐based Distributed Generation (DG) powered Electric Vehicles (EVs) charging stations are widely adopted nowadays in the power system networks. In this…”
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Fault‐resilient control of parallel PV inverters using multi‐agent twin‐delayed deep deterministic policy gradient approach
Published in International journal of circuit theory and applications (01-07-2024)“…Summary Grid‐tied photovoltaic system (GTPS) are widely favored due to their inherent benefits. The interface of parallel power electronic converters in these…”
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9
Power Flow Management With Q-Learning for a Grid Integrated Photovoltaic and Energy Storage System
Published in IEEE journal of emerging and selected topics in power electronics (01-10-2022)“…This article develops a fuzzy Q-learning (FQL) approach-based power flow management algorithm for a single-phase grid-connected (GC) photovoltaic (PV) system…”
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10
Stand-Alone Operation of Distributed Generation Systems With Improved Harmonic Elimination Scheme
Published in IEEE journal of emerging and selected topics in power electronics (01-12-2021)“…Improvement in the efficiency of distributed generation (DG) inverters is a concern and challenge for researchers across the globe. To address the concern, an…”
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11
Intelligent control of a novel transformerless inverter topology for photovoltaic applications
Published in Electrical engineering (01-06-2020)“…Transformerless inverters are prone to irregular voltage profiles, high harmonics and isolation problems while operating with photovoltaic systems and varying…”
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12
From Physics to Data Oriented Cyber Attack Profile Emulation in Grid Connected PV Systems
Published in 2021 IEEE 22nd Workshop on Control and Modelling of Power Electronics (COMPEL) (02-11-2021)“…Power electronics converters (PECs) require a dense data management process to control and monitor its operation in a grid connected system. This complexity…”
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Conference Proceeding -
13
Intelligent learning approach for transition control and protection of solar PV integrated electric vehicle charging station
Published in Sustainable energy technologies and assessments (01-04-2024)“…•FQL controller regulates phase angle and voltage for 3∅ VSI in EV-based DG system.•Agent-based fuzzy Q-learning ensures grid stability under imbalance…”
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14
Advanced Control Strategy With Voltage Sag Classification for Single-Phase Grid-Connected Photovoltaic System
Published in IEEE journal of emerging and selected topics in industrial electronics (Print) (01-04-2022)“…This article develops a fault ride-through control strategy for achieving low-voltage ride through in single-phase grid-connected photovoltaic (PV) systems…”
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15
Islanding Classification with Optimized k-Nearest Neighbors for Three Phase Grid Connected Photovoltaic System
Published in IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society (13-10-2021)“…The grid penetration of distributed generation systems is rapidly increasing to meet the energy demands. In the grid connected operation of these systems, the…”
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16
Resource management with kernel-based approaches for grid-connected solar photovoltaic systems
Published in Heliyon (01-12-2021)“…The increasing penetration of photovoltaic (PV) power generation into the distribution grids has resulted in frequent reverse active power flows, rapid…”
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17
Reliability Analysis of Silicon Carbide Power Modules in Voltage Source Converters
Published in 2019 International Conference on Power Electronics, Control and Automation (ICPECA) (01-11-2019)“…This paper performs reliability analysis to achieve an undesirable trade-off among the current ratings, efficiency, and reliability of power modules in Voltage…”
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18
Fault Classification for Single Phase Photovoltaic Systems using Machine Learning Techniques
Published in 2018 8th IEEE India International Conference on Power Electronics (IICPE) (01-12-2018)“…Photovoltaic monitoring is essential in all kinds of systems for its efficient and optimal working. Even after development of modern protection devices, a lot…”
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Conference Proceeding -
19
Fault classification for Photovoltaic Modules Using Thermography and Machine Learning Techniques
Published in 2019 International Conference on Computer and Information Sciences (ICCIS) (01-04-2019)“…Fault classification and detection are necessary for safety, efficiency and reliability of photovoltaic systems. Regardless of the fact that PV system requires…”
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Conference Proceeding -
20
Intelligent Islanding Classification with MLPNN for Hybrid Distributed Energy Generations in Microgrid System
Published in 2023 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE) (27-01-2023)“…Due to the rise in penetration of distributed energy resources (DERs) and energy storage systems (ESSs) into the microgrid (µG) system, the abrupt…”
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Conference Proceeding