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Conference Aug 2026

Smart AI-Integrated System for Predictive Maintenance and Condition Monitoring in Industries

The Sudden equipment failures are common in industrial systems, which means more downtime and higher maintenance costs. A Smart AI-Integrated Predictive Maintenance and Condition Monitoring System is proposed to solve this problem. It will allow for real-time monitoring and early fault detection in industrial machines....

V. R. Kumar, P. Poornima, M. Abinesh et al. · 0 citations
Conference Jul 2026

IoT-Enabled Smart Vehicle Monitoring and Predictive Maintenance System

The fast changing nature of connected vehicles requires smart systems that can monitor health in real-time and predict failures. This paper introduces an IoT-based Smart Vehicle Monitoring and Predictive Maintenance System that involves onboard sensors, edge computing, and cloud analytics to ensure high reliability and...

Biswaraj Roy, B. Prasath, Ajit Kumar Singh et al. · 0 citations
Conference Jul 2026

Multi-Sensor Fusion and Frequency-Domain Analysis for Predictive Maintenance of Industrial Induction Motors

Unplanned failures of induction motors impose serious operational and financial penalties on industrial facilities, yet the fault signatures that precede such failures are detectable well in advance through careful sensor instrumentation and data-driven analysis. This paper presents an end-to-end Internet-of-Things (Io...

Akash Mastud, Dhiraj Vaidya, Azaroddin Sayyed et al. · 0 citations
Conference Jul 2026

Machine Learning-based Predictive Maintenance for Industrial IoT Devices using Google Cloud AI Platform

Predictive maintenance (PdM) in Industrial Internet of Things (IIoT) environments plays a vital role in minimizing unplanned downtime, improving operational efficiency, and spreading equipment lifespan. This paper presents a Machine Learning (ML)-based predictive maintenance basis deployed on Google Cloud AI Platform f...

More Praveen, V.Jyothi, Dhondi Panduranga et al. · 0 citations
Open access Jul 2026

A Smart Predictive Maintenance Architecture for Industrial Equipment Monitoring Using IIoT, Machine Learning, and Digital Twin Models

An Industrial Internet of Things (IIoT)-based Predictive Maintenance System that integrates smart sensors, edge computing, cloud analytics, artificial intelligence, and digital twin technology is proposed that contributes to the development of intelligent and self-optimizing industrial environments aligned with Industr...

Gajula Prasad Gajula Prasad, Bolloju Divya Sri Bolloju Divya Sri, Dr B Ramprasad Dr B Ramprasad · 0 citations

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