First approach to ROS and Robotics modelling for the first Smart Manufacturing Seminar
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Updated
Jan 14, 2021 - C++
First approach to ROS and Robotics modelling for the first Smart Manufacturing Seminar
Curated list of Industry 4.0 research, popular events, open-source software projects and learning resources that are worth looking into!
Data-driven modeling to predict the load vs. displacement curves of targeted composite materials for industry 4.0 and smart manufacturing
Simulation and generation of synthetic reliability-related data.
a graduation project on reinforcement learning in smart manufacturing scenarios
Python code “Jupyter notebooks” for the paper entitled " Similarity-Based Predictive Maintenance Framework for Rotating Machinery" has been presented in the Fifth International Conference on Communications, Signal Processing, and their Applications (ICCSPA’22), Cairo, Egypt, 27-29 December 2022. Techniques used: statistical analysis, FFT, and STFT.
Development of an in-situ digital inspection of tool wear for turning inserts. The model and training is based on EfficientNet and TensorFlow Lite. Input images are obtained from a digital microscope.
5GTANGO Smart Manufacturing Pilot
IndustryFusion is the open source IIoT connectivity solution for smart products and smart factories - it empowers small and medium-sized businesses to participate in tomorrow's connected industry. IndustryFusion instantly creates transparency and added value and enables new business models such as production sharing, pay-per-use machine usage, a…
Repository linked to "Anomaly detection in Smart-manufacturing era: A review"
Implementation of a motherboard defect inspection webapp. The system will detect and label both missing and present components.
Monitoring human-centric assembly operations in manufacturing industries using vision cameras
Real-time machine status update using MTConnect and MQTT protocols
MTConnect adapter for FANUC CNC Machine located at MINLab, UW Madison.
Evaluation of lifting risk assessment task for factory workers
Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.
m2m is a node.js library for developing machine-to-machine and edge applications using the node-m2m framework.
A quick start-up guide on how to develop applications using the node.js m2m library.
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