faultdetection

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Projects-Developer / Deep-Learning-For-Predictive-Maintenance

Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials. Deep Learning for Predictive Maintenance leverages neural networks to analyze sensor and operational data, predict failures early, reduce downtime, and optimize maintenance costs.

deeplearning neuralnetworks computerscienceprojects predictivemaintenance btechprojects finalyearprojects mtechprojects faultdetection bcaprojects mcaprojects datadrivenmaintenance industrialai iotanalytics smartmanufacturing

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MrTG1B / Auralis_team

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Illuminate the future with Auralis! This IoT-enabled adaptive smart street lighting system slashes energy consumption, detects faults in real-time, and brings intelligence to urban and rural roads. Powered by ESP32 and sensor networks, Auralis is scalable, efficient, and ready to light up smart cities with innovation.

iot arduino esp32 wifi led sensors lorawan pwm ir ldr pir smartcities adaptive-lighting smart-lighting energyefficiency faultdetection

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Python

wasimgi / LDD-Transfer_Learning-FaultDiagnosis

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PyTorch implementation of ScaloNet with Layer-wise Domain Discrepancy (LDD) for fault diagnosis in rotating machines. This project enables selective transfer learning by fine-tuning only layers with high domain mismatch, improving accuracy and robustness across varying RPMs.

pytorch transfer-learning faultdetection

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Jupyter Notebook

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