Items where Author is "Kumar, Rahul R."

Book Chapter

Tebuka, Teweiariki and Cakobau, Ratu Y. and Kolia, Elisaia J. and Kumar, Amit K. and Assaf, Mansour and Kumar, Rahul R. and Sharma, Bibhya N. (2024) Scalable Communication Protocol in Wired Control Area Network for Electric Vehicles. In: Proceedings of International Joint Conference on Advances in Computational Intelligence. Algorithms for Intelligent Systems . Springer Nature, Singapore. ISBN 978-981-97-0179-7

Kaloumaira, Moape and Scott, Geffory and Sivo, Asesela and Assaf, Mansour and Kumar, Shiu and Kumar, Rahul R. and Sharma, Bibhya N. (2024) A Real - Time Fall Detection System Using Sensor Fusion. In: Proceedings of Congress on Control, Robotics, and Mechatronics. Smart Innovation, Systems and Technologies . Springer Nature, Singapore, pp. 513-527. ISBN 978-981-99-5180-2

Elisha, Dannerick and Sanau, Jimson and Assaf, Mansour and Kumar, Rahul R. and Sharma, Bibhya N. and Sharma, Ronesh (2023) Molecular Recognition and Feature Extraction System. In: Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics. Springer Nature, Singapore. ISBN 978-981-99-4625-9

Sharma, Krishneel K. and Singh, Krishan P. and Gulabdas, Bhavish P. and Kumar, Shahil and Azid, Sheikh I. and Kumar, Rahul R. (2023) Rover with Obstacle Avoidance Using Image Processing. In: Algorithms for Intelligent Systems. Springer Nature, Singapore, pp. 439-451. ISBN 978-981-99-4626-6

Kumar, Sidhant and Kumar, Vijayeshkar and Ram, Krishnil R. and Wood, Daniel and Cirrincione, Giansalvo and Kumar, Rahul R. (2023) ECG Signal Classification Using Long Short - Term Memory Neural Networks. In: Smart Innovation, Systems and Technologies. Springer Nature, Singapore, pp. 195-206. ISBN 978-981-99-3591-8

Randazzo, Vincenzo and Marchetti, Gaia and Giustetto, Carla and Gugliermina, Erica and Kumar, Rahul R. and Cirrincione, Giansalvo and Gaita, Fiorenzo and Pasero, Eros (2023) Learning - Based Approach to Predict Fatal Events in Brugada Syndrome. In: Applications of Artificial Intelligence and Neural Systems to Data Science. Smart Innovation, Systems and Technologies. Springer Nature, Singapore, pp. 63-72. ISBN 978-981-99-3591-8

Assaf, Mansour and Kumar, Rahul R. and Sharma, Krishneel R. and Narayan, Sharishna (2020) Enabling students with severe disabilities to communicate with learning environments. In: Teaching and Learning with Technology: Pushing boundaries and breaking down walls. USP Press, Suva, Fiji, pp. 165-183. ISBN 978-982-01-0998-8

Cirrincione, Giansalvo and Randazzo, Vicenzo and Kumar, Rahul R. and Cirrincione, Maurizio and Pasero, Eros (2020) Growing Curvilinear Component Analysis (GCCA) for Stator Fault Detection in Induction Machines. In: Neural Approaches to Dynamics of Signal Exchanges. Springer Nature, Switzerland, pp. 235-244. ISBN 978-981-13-8949-8

Kumar, Rahul R. and Sharma, Krishneel K. and Assaf, Mansour and Sharma, Bibhya N. and Naidu, Som (2019) Development of an assistive tongue drive system for disabled individuals. In: PRICAI 2019: Trends in Artificial Intelligence. Lecture Notes in Computer Science . Springer Nature, Switzerland, pp. 506-511. ISBN 978-3-030-29893-7

Conference Proceedings

Raj, Krish K. and Kumar, Shahil and Cirrincione, Giansalvo and Cirrincione, Maurizio and Kumar, Rahul R. (2024) Bearing Fault Classification using Temporal Features for Wind Turbine Application: Harnessing Neural and Non - Neural Techniques. [Conference Proceedings]

Kumar, Shahil and Buksh, Nafiz and Raj, Krish K. and Kumar, Rahul R. (2024) A Comparative Classification Study for Broken Rotor Bar Fault and its Severity Analysis using Machine Learning Approaches in Rotating Machines. [Conference Proceedings]

Cheon, Terence and Malai, Michael and Cirrincione, Giansalvo and Cirrincione, Maurizio and Kumar, Rahul R. and Mohammadi, Ali (2024) Diagnosis of Faults in Proton Exchange Membrane Fuel Cells Using Shallow Neural - Based Approaches. [Conference Proceedings]

Peter, Naithan and Kumar, Rahul R. and Chand, Shyamal S. and Cirrincione, Maurizio (2024) Enhancing Open Circuit Switch Fault Localization in Two-Level Voltage Source Inverters through Machine Learning with 3D Current Trajectory Analysis. [Conference Proceedings]

Chand, Prasheel and Mani, Ishant and Kumar, Rahul R. and Cirrincione, Maurizio (2024) Machine Learning-Based Classification of Stator Inter - Turn Faults Severities Using Time Domain Features and Principal Component Analysis. [Conference Proceedings]

Khan, Abdul S. and Mohammadi, Ali and Kumar, Rahul R. and Cirrincione, Maurizio (2024) Optimal Design of a PV-RHFC Hybrid Micro - grid for Rural Electrification in Soa Village, Fiji. [Conference Proceedings]

Kumar, Rahul R. and Sharma, Priynka and Mohammadi, Ali and Cirrincione, Giansalvo and Cirrincione, Maurizio (2023) Detection and classification of stator inter - turn fault severity levels using prominence - based features and neural networks. [Conference Proceedings]

Rokocakau, Samuela and Tresca, Giulia and Cirrincione, Giansalvo and Zanchetta, Pericle and Kumar, Rahul R. and Cirrincione, Maurizio and Frosini, Lucia (2023) Fault Detection in Cascaded H - Bridge Inverters using Spectrogram Analysis and Convolutional Neural Networks. [Conference Proceedings]

Kumar, Vijayeskar and Kumar, Shahil and Raj, Krish K. and Assaf, Mansour and Groza, Voicu and Kumar, Rahul R. (2023) ECG Multi Class Classification Using Machine Learning Techniques. [Conference Proceedings]

Tagimae, Henry and Kumar, Shiu and Groza, Voicu Z. and Rakaria, Joeli and Assaf, Mansour and Kumar, Rahul R. and Petriu, Emil M. (2023) Machine learning - based feature extraction method for sleep stage classification. [Conference Proceedings]

Kumar, Shahil and Malai, Michael and Kororua, Ganitoga and Groza, Voicu and Assaf, Mansour and Kumar, Rahul R. (2023) Synchronous Machine Modelling Using Linear Regression Approaches. [Conference Proceedings]

Kumar, Anischal and Groza, Voicu and Raj, Krish K. and Assaf, Mansour and Kumar, Shahil and Kumar, Rahul R. (2023) Comparative Analysis of Machine Learning Techniques for Bearing Fault Classification in Rotating Machinery. [Conference Proceedings]

Ali, Arshaque A. and Deo, Salveen S. and Kumar, Rahul R. (2023) A Computer Vision - based Pothole and Road Distress Detection System for Extreme Weather and Natural Disaster - Prone Fiji. [Conference Proceedings]

Kumar, Rahul R. and Cirrincione, Giansalvo and Taherzadeh, Mehdi and Hénao, Humberto (2023) Open Rotor Phase Fault Detection in Wound - Rotor Induction Machines Using Signal Texture and Shallow Neural Networks. [Conference Proceedings]

Sharma, Priynka and Cirrincione, Giansalvo and Kumar, Rahul R. and Mohammadi, Ali and Cirrincione, Maurizio (2023) Stator inter - turn fault severity classification using neural based approaches. [Conference Proceedings]

Sharma, Priynka and Cirrincione, Giansalvo and Kumar, Rahul R. and Mohammadi, Ali and Cirrincione, Maurizio (2023) A comparative study for the detection of stator inter - turn faults in induction motors using shallow neural networks and non - neural based techniques. [Conference Proceedings]

Raj, Krish K. and Joshi, Sukhde and Kumar, Rahul R. (2022) A LSTM - based Neural Strategy for Diagnosis of Stator Inter - turn Faults with Low Severity Level for Induction Motors. [Conference Proceedings]

Chand, Shyamal S. and Kumar, Rahul R. and Prasad, Ravneel and Cirrincione, Maurizio and Raj, Krish K. (2022) Open Circuit (OC) and Short Circuit (SC) IGBT Switch Fault Detection in Three - Phase Standalone Photovoltaic Inverters Using Shallow Neural Networks. [Conference Proceedings]

Kumar, Rahul R. and Randazzo, Vincenzo and Cirrincione, Giansalvo and Cirrincione, Maurizio (2022) Tracking Evolution of Stator - based Fault in Induction Machines using the Growing Curvilinear Component Analysis Neural Network. [Conference Proceedings]

Riccio, Jacopo and Kumar, Rahul R. and Cirrincione, Giansalvo and Zanchetta, Pericle and Cirrincione, Maurizio (2022) Fault Diagnosis using Shallow Neural Networks for Voltage Source Inverters in SynRM Drives. [Conference Proceedings]

Sukaria, William and Malasa, James and Kumar, Shiu and Kumar, Rahul R. and Assaf, Mansour and Groza, Voicu and Petriu, Emil M. and Das, Sunil (2022) Epileptic Seizure Detection Using Convolution Neural Networks. [Conference Proceedings]

Raj, Krish K. and Joshi, Sukhde and Kumar, Rahul R. (2022) A state - space model for induction machine stator inter - turn fault and its evaluation at low severities by PCA. [Conference Proceedings]

Narayan, Siwan and Kumar, Rahul R. and Cirrincione, Giansalvo and Cirrincione, Maurizio (2021) Detection of Stator Fault in Synchronous Reluctance Machines Using Shallow Neural Networks. [Conference Proceedings]

Kumar, Rahul R. and Kumar, Shanal S. and Cirrincione, Giansalvo and Cirrincione, Maurizio and Guilbert, Damien and Ram, Krishnil R. and Mohammadi, Ali (2021) Power Switch Open - Circuit Fault-Diagnosis Based on a Shallow Long - Short Term Memory Neural Network: Investigation of an Interleaved Buck Converter for Electrolyzer applications. [Conference Proceedings]

Chand, Komal and Chand, Kavilash and Kumar, Rahul R. and Sharma, Bibhya N. and Assaf, Mansour and Das, Sunil and Groza, Voicu and Petriu, Emil and Biswas, Satyendra (2021) An Optimized Tongue Drive System for Disabled Persons. [Conference Proceedings]

Bula, Josese and Arukelana, Eddie and Bali, Arishnil and Sharma, Bibhya N. and Kumar, Rahul R. and Assaf, Mansour (2021) Human Behavior Identification and Recognition System. [Conference Proceedings]

Andriollo, M. and Kumar, Rahul R. and Tortella, A. and Zavagnin, Riccardo (2020) FEM based Assessment of Winding Inter-Tum Fault Indicators in Line Connected Induction Motors. [Conference Proceedings]

Kumar, Rahul R. and Tortella, A. and Andriollo, M. (2020) Spectral and Discriminant Analysis Based Classification of Faults in Induction Machines. [Conference Proceedings]

Assaf, Mansour and Kumar, Rahul R. and Nambiar, Karthiyani and Narayan, Sharishna and Nath, Niraj N. and Reddy, Yogesh and Sharma, Krishneel K. and Sharma, Bibhya N. (2019) Enabling students with severe disabilities to communicate with learning environments. [Conference Proceedings]

Kumar, Rahul R. and Cirrincione, Giansalvo and Cirrincione, Maurizio and Andriollo, M. and Tortella, A. (2018) Accurate Fault Diagnosis and Classification Scheme based on Non-Parametric, Statistical-Frequency Features and Neural Networks. [Conference Proceedings]

Kumar, Rahul R. and Cirrincione, Giansalvo and Cirrincione, Maurizio and Tortella, A. and Andriollo, M. (2018) Induction Machine Fault Diagnosis Using Stator Current Subspace Spectral Estimation. [Conference Proceedings]

Kumar, Rahul R. and Cirrincione, Giansalvo and Cirrincione, Maurizio and Tortella, A. and Andriollo, M. (2018) A Topological and Neural Based Technique for Classification of Faults in Induction Machines. [Conference Proceedings]

Kumar, Rahul R. and Randazzo, Vincenzo and Cirrincione, G. and Cirrincione, Maurizio and Pasero, Eros (2017) Analysis of stator faults in induction machines using growing curvilinear component analysis. [Conference Proceedings]

Kumar, Rahul R. and Chand, Praneel (2015) Inverse kinematics solution for trajectory tracking using artificial neural networks for SCORBOT ER-4u. [Conference Proceedings]

Kumar, Rahul R. and Lal, Sunil P. and Kumar, Sanjesh and Chand, Praneel (2014) Object detection and recognition for a pick and place Robot. [Conference Proceedings]

Creative Works

Kumar, Rahul R. and Reddy, Hamendra M. and Mehta, Utkal V. (2014) Study of Transients in Grid Coupled Synchronous Generators. [Creative Works]

Journal Article

Priynka, Sharma and Cirrincione, Prof. Maurizio and MOHAMMADI, Ali and Cirrincione, G. and Kumar, Rahul R. (2024) An Overview of Artificial Intelligence-Based Techniques for PEMFC System Diagnosis. IEEE Access, 12 . 165708 -165735. ISSN 2169-3536

Sharma, Priynka and Cirrincione, Maurizio and Mohammadi, Ali and Cirrincione, Giansalvo and Kumar, Rahul R. (2024) An overview of artificial intelligence - based techniques for PEMFC system diagnosis. IEEE Access, 12 . NA. ISSN 2169-3536

Masaea, Alex and Kubokale, Martin and Kumar, Amit K. and Kumar, Rahul R. and Assaf, Mansour and Kumar, Sushil (2024) Ground simulation and pattern recognition for arbitrary distance optical transmission of a free - space laser communication system. IEEE Access, 12 . pp. 128662-128676. ISSN 2169-3536

Jannif, Nayzel I. and Kumar, Rahul R. and Mohammadi, Ali and Cirrincione, Giansalvo and Cirrincione, Maurizio (2023) Constrained least - squares parameter estimation for a double layer capacitor. Energies, 16 (10). NA. ISSN 1996-1073

Kumar, Rahul R. and Andriollo, Mauro and Cirrincione, Giansalvo and Cirrincione, Maurizio and Tortella, Andrea (2022) A comprehensive Review of Conventional and Intelligence - Based Approaches for the Fault Diagnosis and Condition Monitoring of Induction Motors. Energies, 15 (23). pp. 1-36. ISSN 1996-1073

Assaf, Mansour and Kumar, Rahul R. and Krishneel, Sharma and Bibhya, Sharma (2022) Optimized Tongue Driven System Using Artificial Intelligence. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 11 . pp. 1-16. ISSN 2168-1163, 2168-1171

Kumar, Rahul R. and Randazzo, Vincenzo and Cirrincione, Giansalvo and Cirrincione, Maurizio and Pasero, Eros and Tortella, A. and Andriollo, M. (2021) Induction Machine Stator Fault Tracking Using the Growing Curvilinear Component Analysis. IEEE Access, 9 . pp. 2201-2212. ISSN 2169-3536

Kumar, Rahul R. and Cirrincione, Giansalvo and Cirrincione, Maurizio and Tortella, A. and Andriollo, M. (2021) A Topological Neural-Based Scheme for Classification of Faults in Induction Machines. IEEE Transactions on Industry Applications, 57 (1). pp. 272-283. ISSN 0093-9994

Cirrincione, Giansalvo and Kumar, Rahul R. and Mohammadi, Ali and Kia, Shahin H. and Barbiero, Pietro and Ferreti, Jacopo (2020) Shallow versus deep neural networks in gear fault diagnosis. IEEE Transactions on Energy Conversion, 35 (3). pp. 1338-1347. ISSN 0885-8969

Kumar, Rahul R. and Cirrincione, G. and Cirrincione, Maurizio and Tortella, A. and Andriollo, M. (2020) Induction Machine Fault Detection and Classification Using Non-Parametric, Statistical-Frequency Features and Shallow Neural Networks. IEEE Transactions on Energy Conversion, TBC . TBC. ISSN 0885-8969

Kumar, Rahul R. and Mehta, Utkal V. and Chand, Praneel (2017) A Low Cost Linear Force Feedback Control System for a Two-Fingered Parallel Configuration Gripper. Procedia Computer Science, 105 . pp. 264-269. ISSN 1877-0509

Kumar, Rahul R. and Jitoko, Peni and Kumar, Sumeet and Pillay, Krishneel and Prakash, Pratish and Sagar, Asneet and Singh, Ram and Mehta, Utkal V. (2017) Maze solving robot with automated obstacle avoidance. Procedia Computer Science, 105 . pp. 57-61. ISSN 1877-0509

Chand, Praneel and Lal, Sunil P. and Kumar, Rahul R. (2016) Development of a force feedback system for a SCORBOT robotic arm gripper. ARPN Journal of Engineering and Applied Sciences, TBC . pp. 13766-13774. ISSN 1819-6608