Malfunctioning Industrial Machine Investigation and Inspection
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Updated
Mar 3, 2026 - Jupyter Notebook
Malfunctioning Industrial Machine Investigation and Inspection
Temporal Convolutional Network shared for academic manuscript peer review.
This repository contains code and documentation for a machine learning project focused on predictive maintenance in industrial machinery. The project explores the development of a comprehensive predictive maintenance system using various machine learning techniques.
Reverse-engineering and repair of a large industrial tumbler oven for processing powdered metal feedstock for additive manufacturing (LPBF and binder jetting), at Uniformity Labs (2022-2023). Portfolio piece; equipment, drawings, and process know-how remain Uniformity Labs proprietary. See NOTICE.md.
This repository presents a project that explores the realm of Predictive Maintenance, focusing on assessing the reliability of a hybrid Markov model compared to traditional models. The objective is to gain insights into optimal strategies for industrial maintenance scheduling.
The website showcases machine parts such as CNC, lathes, drills, and offers gearbox maintenance services.
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