| Convolutional neural network based automatic detection of visible faults in a photovoltaic module NV Sridharan, V Sugumaran Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1-16, 2021 | 36 | 2021 |
| Fault diagnosis of visual faults in photovoltaic modules: A Review S Naveen Venkatesh, V Sugumaran International Journal of Green Energy 18 (1), 37-50, 2020 | 35* | 2020 |
| Machine vision based fault diagnosis of photovoltaic modules using lazy learning approach SN Venkatesh, V Sugumaran Measurement 191, 110786, 2022 | 33 | 2022 |
| Fault Detection in aerial images of photovoltaic modules based on Deep learning SN Venkatesh, V Sugumaran IOP Conference Series: Materials Science and Engineering 1012 (1), 012030, 2021 | 22 | 2021 |
| Automatic detection of visual faults on photovoltaic modules using deep ensemble learning network SN Venkatesh, BR Jeyavadhanam, AMM Sizkouhi, SM Esmailifar, ... Energy Reports 8, 14382-14395, 2022 | 19 | 2022 |
| Visual fault detection in photovoltaic modules using decision tree algorithms with deep learning features NV Sridharan, V Sugumaran Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1-17, 2021 | 19 | 2021 |
| A combined approach of convolutional neural networks and machine learning for visual fault classification in photovoltaic modules SN Venkatesh, V Sugumaran Proceedings of the Institution of Mechanical Engineers, Part O: Journal of …, 2022 | 16 | 2022 |
| Transfer learning-based condition monitoring of single point cutting tool S Naveen Venkatesh, P Arun Balaji, M Elangovan, K Annamalai, V Indira, ... Computational Intelligence and Neuroscience 2022, 2022 | 15 | 2022 |
| Deep learning-based ensemble model for classification of photovoltaic module visual faults NV Sridharan, V Sugumaran Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 44 …, 2022 | 8 | 2022 |
| Misfire Detection in Spark Ignition Engine Using Transfer Learning. S Naveen Venkatesh, G Chakrapani, SB Senapti, K Annamalai, ... Computational Intelligence & Neuroscience, 2022 | 7 | 2022 |
| Efficacy of machine learning algorithms in estimating emissions in a dual fuel compression ignition engine operating on hydrogen and diesel N Venkatesh S, V Sugumaran, V Thangavel, A Balaji P, M Vijayaragavan, ... International Journal of Hydrogen Energy, 2023 | 6 | 2023 |
| Weightless neural network-based detection and diagnosis of visual faults in photovoltaic modules NV Sridharan, JV Joseph, S Vaithiyanathan, M Aghaei Energies 16 (15), 5824, 2023 | 4 | 2023 |
| Transfer Learning Based Fault Detection for Suspension System Using Vibrational Analysis and Radar Plots SA Sai, SN Venkatesh, S Dhanasekaran, PA Balaji, V Sugumaran, ... Machines 11 (8), 778, 2023 | 4 | 2023 |
| Enhanced tyre pressure monitoring system for nitrogen filled tyres using deep learning AB Muturatnam, NV Sridharan, AP Sreelatha, S Vaithiyanathan Machines 11 (4), 434, 2023 | 4 | 2023 |
| Tire condition monitoring using transfer learning-based deep neural network approach V Vasan, NV Sridharan, A Prabhakaranpillai Sreelatha, S Vaithiyanathan Sensors 23 (4), 2177, 2023 | 4 | 2023 |
| Deep learning for enhanced fault diagnosis of monoblock centrifugal pumps: spectrogram-based analysis P Chennai Viswanathan, SN Venkatesh, S Dhanasekaran, TK Mahanta, ... Machines 11 (9), 874, 2023 | 3 | 2023 |
| Enhancing photovoltaic module fault diagnosis with unmanned aerial vehicles and deep learning-based image analysis J Jerome Vasanth, S Naveen Venkatesh, V Sugumaran, VS Mahamuni International Journal of Photoenergy 2023, 2023 | 3 | 2023 |
| Transfer learning-based fault detection in wind turbine blades using radar plots and deep learning models A Jaikrishna M, S Naveen Venkatesh, S V, JA Dhanraj, K Velmurugan, ... Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 45 …, 2023 | 1 | 2023 |
| Photovoltaic Module Fault Detection Based on Deep Learning Using Cloud Computing S Naveen Venkatesh, P Arun Balaji, G Chakrapani, K Annamalai, ... Scientific Programming 2023, 2023 | 1 | 2023 |
| Voting based ensemble for detecting visual faults in photovoltaic modules using AlexNet features NV Sridharan, S Vaithiyanathan, M Aghaei Energy Reports 11, 3889-3901, 2024 | | 2024 |
Dr V. SugumaranVIT University - Chennai CampusVerified email at vit.ac.in
