A novel hybrid downsampling and optimized random forest approach for islanding detection and non‐islanding power quality events classification in distributed generation integrated system
Mishra, Sairam, Mallick, Ranjan Kumar, Gadanayak, Debadatta Amaresh, Nayak, Pravati
Published in IET renewable power generation (01.06.2021)
Published in IET renewable power generation (01.06.2021)
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Journal Article
Dynamic Power Quality Disturbance Classification in Grid-Integrated PV Systems: Leveraging Clark Transformed Modal Voltage and Subspace Weighted KNN
Mishra, Sairam, Kumar Mallick, Ranjan, Nayak, Pravati, Naayagi Ramasamy, Thaiyal, Panda, Gayadhar
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
2D-convolutional neural network based fault detection and classification of transmission lines using scalogram images
Nayak, Pravati, Das, Shitya Ranjan, Mallick, Ranjan K., Mishra, Sairam, Althobaiti, Ahmed, Mohammad, Alsharef, Aymen, Flah
Published in Heliyon (15.10.2024)
Published in Heliyon (15.10.2024)
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Journal Article
Structural Approach to Convolutional Neural Network Trained With Novel Scaled Matrix Image for Pseudo Real-Time Power Quality Event Monitoring
Mishra, Sairam, Mallick, Ranjan Kumar, Gadanayak, Debadatta Amaresh, Nayak, Pravati, Sharma, Renu, Flah, Aymen, Prokop, Lukas, Kraiem, Habib, Kanan, Mohammad
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Real Time Intelligent Detection of PQ Disturbances With Variational Mode Energy Features and Hybrid Optimized Light GBM Classifier
Mishra, Sairam, Mallick, Ranjan Kumar, Gadanayak, Debadatta Amaresh, Nayak, Pravati, Sharma, Renu, Panda, Gayadhar, Al-Numay, Mohammed S., Siano, Pierluigi
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Islanding detection and power quality disturbance classification in multi DG based microgrid using down sampling empirical mode decomposition and multilayer neural network
Choudhury, Anasuya Roy, Nayak, Pravati, Mallick, Ranjan Kumar, Agrawal, Ramachandra, Mishra, Sairam, Panda, Gayadhar
Published in International journal of emerging electric power systems (13.08.2024)
Published in International journal of emerging electric power systems (13.08.2024)
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Journal Article
Islanding Detection and Power Quality Diagnosis of Wind Power Integrated Microgrid with Reduced Feature Trained Novel Optimized Random Decision Forest
Mishra, Sairam, Mallick, Ranjan K., Gadanayak, Debadatta A., Nayak, Pravati, Flah, Aymen, El-Bayeh, Claude Ziad, Kraiem, Habib, Prokop, Lukas
Published in International journal of energy research (29.03.2024)
Published in International journal of energy research (29.03.2024)
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Journal Article
Design of novel UPFC based damping controller for solar PV integrated power system using arithmetic optimization algorithm
Bohidar, Sankalpa, Mallick, Ranjan Kumar, Nayak, Pravati, Mishra, Sairam, Nahak, Narayan, Panda, Gayadhar, Gouda, Pramod Kumar
Published in International journal of emerging electric power systems (18.06.2024)
Published in International journal of emerging electric power systems (18.06.2024)
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Journal Article
Novel hybrid arithmetic optimization algorithm-recursive least square approach for power system harmonic estimation
Bhoi, Ashok, Nayak, Pravati, Mallick, Ranjan Kumar, Mishra, Sairam, Panda, Gayadhar
Published in International journal of emerging electric power systems (12.06.2024)
Published in International journal of emerging electric power systems (12.06.2024)
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Journal Article
PQ event identification in PV-wind based distribution network with variational mode decomposition and novel feature enabled random forest classifier
Mishra, Sairam, Nayak, Pravati, Mallick, Ranjan Kumar, Gadanayak, Debadatta A., Panda, Gayadhar
Published in International journal of emerging electric power systems (24.05.2023)
Published in International journal of emerging electric power systems (24.05.2023)
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Journal Article
High Impedance Fault Identification Using STransform and 2D-CNN Approach for PV Integrated Micro-grid
Mishra, Sairam, Giri, Nityananda, Mallick, Ranjan Kumar, Nayak, Pravati, Sharma, Renu, Gadanayak, Debadatta Amaresh
Published in 2024 IEEE 4th International Conference on Sustainable Energy and Future Electric Transportation (SEFET) (31.07.2024)
Published in 2024 IEEE 4th International Conference on Sustainable Energy and Future Electric Transportation (SEFET) (31.07.2024)
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Conference Proceeding
Islanding detection in PV-integrated microgrid using Deep convolutional neural Network and Constant Q Transform
Choudhury, Anasuya Roy, Mallick, Ranjan Kumar, Nayak, Pravati, Swain, Ajay Kumar, Mishra, Sairam, Sharma, Renu
Published in 2024 IEEE 4th International Conference on Sustainable Energy and Future Electric Transportation (SEFET) (31.07.2024)
Published in 2024 IEEE 4th International Conference on Sustainable Energy and Future Electric Transportation (SEFET) (31.07.2024)
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Conference Proceeding
Power System Harmonic Estimation using Whale Optimization Algorithm and Least Square Approach
Bhoi, Ashok, Mallick, Ranjan Kumar, Nayak, Pravati, Panda, Gayadhar, Mishra, Sairam, Swain, Ajay kumar
Published in 2023 Innovations in Power and Advanced Computing Technologies (i-PACT) (08.12.2023)
Published in 2023 Innovations in Power and Advanced Computing Technologies (i-PACT) (08.12.2023)
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Conference Proceeding
Islanding Detection of Microgrid using EMD and Random Forest Classifier
Mishra, Sairam, Mallick, Ranjan Kumar, Gadanayak, Debadatta Amaresh
Published in 2020 International Conference on Computational Intelligence for Smart Power System and Sustainable Energy (CISPSSE) (01.07.2020)
Published in 2020 International Conference on Computational Intelligence for Smart Power System and Sustainable Energy (CISPSSE) (01.07.2020)
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Conference Proceeding
Differential Protection of Microgrid using Signal Processing Approach
Giri, Nityananda, Mallick, Ranjan Kumar, Patel, Tushar Kumar, Mishra, Sairam
Published in 2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (08.10.2021)
Published in 2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (08.10.2021)
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Conference Proceeding
Islanding Detection with Empirical Mode Decomposition and Random Subspace Oriented Kth Nearest Neighbour
Mishra, Sairam, Mallick, Ranjan Kumar, Gadanayak, Debadatta Amaresh
Published in 2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (08.10.2021)
Published in 2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (08.10.2021)
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Conference Proceeding
Harmonic Estimation of Modern Power System Using Improved Grey Wolf Optimization- Based Recursive Least Square Approach
Bhoi, Ashok, Mallick, Ranjan Kumar, Nayak, Pravati, Panda, Gayadhar, Mishra, Sairam, Swain, Ajay kumar
Published in 2023 5th International Conference on Energy, Power and Environment: Towards Flexible Green Energy Technologies (ICEPE) (15.06.2023)
Published in 2023 5th International Conference on Energy, Power and Environment: Towards Flexible Green Energy Technologies (ICEPE) (15.06.2023)
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Conference Proceeding
Fault Detection AND Classification in Transmission Lines using Boosted Decision Tree
Prusty, Rakesh Rosan, Mallick, Ranjan Kumar, Nayak, Pravati, Mishra, Sairam
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
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Conference Proceeding
Comparative Analysis of Islanding Detection in Grid connected Distributed Generation with Variants of Decision Tree Approach
Giri, Nityananda, Choudhury, Anasuya Roy, Nayak, Pravati, Mallick, Ranjan Kumar, Mishra, Sairam, Swain, Ajay Kumar
Published in 2023 Innovations in Power and Advanced Computing Technologies (i-PACT) (08.12.2023)
Published in 2023 Innovations in Power and Advanced Computing Technologies (i-PACT) (08.12.2023)
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Conference Proceeding
Harmonic Estimation of PV - Integrated Microgrid Using Kalman Filter
Samal, Subhasish, Nayak, Pravati, Mallick, Ranian Kumar, Bhoi, Ashok, Mishra, Sairam, Panda, Gayadhar
Published in 2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) (23.09.2022)
Published in 2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) (23.09.2022)
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Conference Proceeding