Artificial Intelligence and Machine Learning
Fleet-wide Anomaly Detection for Predictive Maintenance of Material Handlers 2026
A scalable anomaly detection framework for fleet-wide material handler assets using high-resolution sensor data, combining statistical methods and LSTM Autoencoders to detect and predict failures.
Anomaly Detection LSTM Autoencoder Predictive Maintenance Time Series Analysis Isolation Forest Fleet Analytics
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Real-time force sensor data based Machine Learning model for Surface Parallelization in TENG Testing System 2024
Using time domain force sensors data, ML model assist user in deciding successive adjustments to achieve surface parallelization & thereby extracting maximum power from the TENG device
Real-time sensor data Machine Learning Classifier TENG Testing Setup Process Automation Time domain analysis
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Wine quality prediction 2022
predicting the quality of the Portuguese red wine using its chemical properties
classification model Kaggle dataset
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Remaining useful life prediction of a turbo engine 2021
Using the publically available Nasa turbofan dataset, we have estimated the RUL of an aircraft engine.
Time series analysis RUL prediction Health Index
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