Search Results - "Venkatesh, Naveen"

Machine vision based fault diagnosis of photovoltaic modules using lazy learning approach by Naveen Venkatesh, S, Sugumaran, V

“…•RGB images (acquired from UAVs) were utilized to perform fault detection and diagnosis of PVM.•Data augmentation technique that applies various transformation…”
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Application of feature fusion strategy for monitoring the condition of nitrogen filled tires using tree family of classifiers by Parihar, Hrithik, Naveen Venkatesh, S, Anoop, P S, Sugumaran, V

“…The tire pressure monitoring systems (TPMS) are dedicated vehicle systems that calculate the tire pressure under various conditions. Proper maintenance of tire…”
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Deep transfer learning architecture for suspension system fault diagnosis using spectrogram image and CNN by Arun Balaji, Parameshwaran, Naveen Venkatesh, Sridharan, Sugumaran, Vaithiyanathan, Mahamuni, Vetri Selvi

“…The suspension system plays a critical role in automobiles, ensuring the safety and comfort of vehicle occupants. However, extended usage, varying road…”
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Enhancing Photovoltaic Module Fault Diagnosis with Unmanned Aerial Vehicles and Deep Learning-Based Image Analysis by Jerome Vasanth, J., Naveen Venkatesh, S., Sugumaran, V., Mahamuni, Vetri Selvi

“…Artificial intelligence (AI) has evolved into a powerful tool that has wide-spread application in computer vision such as computer-aided inspection, industrial…”
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Detection of visual faults in photovoltaic modules using a stacking ensemble approach by S, Naveen Venkatesh, Sripada, Divya, V, Sugumaran, Aghaei, Mohammadreza

“…Faults in photovoltaic (PV) modules may occur due to various environmental and physical factors. To prevent faults and minimize investment losses, fault…”
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Voting based ensemble for detecting visual faults in photovoltaic modules using AlexNet features by Sridharan, Naveen Venkatesh, Vaithiyanathan, Sugumaran, Aghaei, Mohammadreza

“…This study proposes a novel approach utilizing a voting-based ensemble technique to diagnose visible faults in photovoltaic (PV) modules from aerial images…”
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Health monitoring of automotive clutch system through feature fusion and application of tree-based classifiers by Kurian, Jonathan, Sridharan, Naveen Venkatesh, Chakrapani, Ganjikunta, Vaithiyanathan, Sugumaran

“…Clutch systems are crucial components of automotive systems, essential for transferring engine power to the wheels through gear shifts. A failed clutch can…”
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Convolutional Neural Network based Automatic Detection of Visible Faults in a Photovoltaic Module by Sridharan, Naveen Venkatesh, Sugumaran, V

“…Background/Objective: The primary objective of the present study is to distinguish several visual faults which hinder the performance, reliability and lifetime…”
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Prediction of air compressor faults with feature fusion and machine learning by Nambiar, Abhay, S., Naveen Venkatesh, S., Aravinth, V., Sugumaran, Ramteke, Sangharatna M., Marian, Max

“…Air compressors are critical for many industries, but early detection of faults is crucial for keeping them running smoothly and minimizing maintenance costs…”
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Fault diagnosis of visual faults in photovoltaic modules: A Review by S, Naveen Venkatesh, Sugumaran, V

“…Energy demand in the world is overgrowing due to rising population and technological developments. It is vital to move toward a reliable, economical, and…”
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Weightless Neural Network-Based Detection and Diagnosis of Visual Faults in Photovoltaic Modules by Sridharan, Naveen Venkatesh, Joseph, Jerome Vasanth, Vaithiyanathan, Sugumaran, Aghaei, Mohammadreza

“…The present study introduces a novel approach employing weightless neural networks (WNN) for the detection and diagnosis of visual faults in photovoltaic (PV)…”
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Weightless neural network-based fault diagnosis in suspension system by Shah, Ronit, Venkatesh, Naveen, Balaji, Arun, Sugumaran, V.

“…Vehicle suspension systems play a critical role in ensuring passenger comfort and safety. Detecting faults in these systems is vital for maintaining safety,…”
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Transfer Learning-Based Condition Monitoring of Single Point Cutting Tool by Naveen Venkatesh, S., Arun Balaji, P., Elangovan, M., Annamalai, K., Indira, V., Sugumaran, V., Mahamuni, Vetri Selvi

“…Machining activities in recent times have shifted their focus towards tool life and tool wear. Cutting tools have been utilized on a daily basis and play a…”
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Monitoring the condition of nitrogen-filled tires using weightless neural networks by Rattan, Avantika, Venkatesh S, Naveen, Sugumaran, V., Anoop, P. S.

“…The novelty of this paper revolves around monitoring the condition of nitrogen-filled tires through the fusion of features and utilization of weightless neural…”
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Brake fault diagnosis using a voting ensemble of machine learning classifiers by Viswanathan, Sivagurunathan, Sridharan, Naveen Venkatesh, Rakkiyannan, Jegadeeshwaran, Vaithiyanathan, Sugumaran

“…Brake fault diagnosis is a crucial aspect of enhancing driving safety, as various faults such as air in brake fluid, brake oil spill, reservoir leak,…”
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Tire Condition Monitoring Using Transfer Learning-Based Deep Neural Network Approach by Vasan, Vinod, Sridharan, Naveen Venkatesh, Prabhakaranpillai Sreelatha, Anoop, Vaithiyanathan, Sugumaran

“…Monitoring tire condition plays a deterministic role in the overall safety and economy of an automobile. The tire condition monitoring system (TCMS) alerts the…”
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Wear particle image analysis: feature extraction, selection and classification by deep and machine learning by Vivek, Joseph, Venkatesh S., Naveen, Mahanta, Tapan K., V., Sugumaran, Amarnath, M., Ramteke, Sangharatna M., Marian, Max

“…Purpose This study aims to explore the integration of machine learning (ML) in tribology to optimize lubrication interval decisions, aiming to enhance…”
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Misfire Detection in Spark Ignition Engine Using Transfer Learning by Naveen Venkatesh, S., Chakrapani, G., Senapti, S. Babudeva, Annamalai, K., Elangovan, M., Indira, V., Sugumaran, V., Mahamuni, Vetri Selvi

“…Misfire detection in an internal combustion engine is an important activity. Any undetected misfire can lead to loss of fuel and power in the automobile. As…”
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Enhancing Tire Condition Monitoring through Weightless Neural Networks Using MEMS-Based Vibration Signals by Arora, Siddhant, Naveen Venkatesh, Sridharan, Sugumaran, Vaithiyanathan, Prabhakaranpillai Sreelatha, Anoop, Mahamuni, Vetri Selvi

“…Tire pressure monitoring system (TPMS) has a critical role in safeguarding vehicle safety by monitoring tire pressure levels. Keeping the accurate tire…”
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Biogas production and its utilization in internal combustion engines - A review by Vasan, Vinod, Sridharan, Naveen Venkatesh, Feroskhan, M., Vaithiyanathan, Sugumaran, Subramanian, Balaji, Tsai, Pei-Chien, Lin, Yuan-Chung, Lay, Chyi-How, Wang, Chin-Tsan, Ponnusamy, Vinoth Kumar

“…This review presents the significance and current challenges associated with fossil fuels, highlighting the need for cleaner and more sustainable energy…”
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