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ai4i-2020-pm
ai4i-2020-pm PublicDeveloped a Predictive Maintenance ML System to detect machine failures using a Random Forest Classifier, achieving 98.6% test accuracy on a 10,000-record sensor dataset.
Jupyter Notebook
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cmapss1-predictive-maintenance
cmapss1-predictive-maintenance PublicDeveloped an automated data engineering pipeline using Pandas to clean, parse, and handle 20,000+ records of unstructured, space-separated multivariate time-series data covering 100 distinct engine…
Python
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industrial-digital-twin
industrial-digital-twin PublicA physics-informed predictive maintenance software system that captures the exact physical properties of a manufacturing asset (the 2.0657 kg toggle clamp assembly modeled in Siemens NX) and proces…
Python
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Industrial-Predictive-Maintenance-and-RUL-Analytics-System
Industrial-Predictive-Maintenance-and-RUL-Analytics-System Public -
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flux-station
flux-station PublicFluxStation is a high-performance Industrial IoT platform that bridges the gap between mechanical hardware and software intelligence. It transforms raw sensor data from physical machinery into a 3D…
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