Curated list of Industry 4.0 research, popular events, open-source software projects and learning resources that are worth looking into!
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.
ProtoForge: 零硬件模拟 Modbus/S7/OPC-UA/BACnet 设备，测试上位机与网关通信。Python，开箱即用。
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"
Calibrated simulation and detectors for MES-embedded carbon-intensity monitoring of energy anomalies in machining-style processes. Characterizes the adaptive-baseline inertia blind spot and proposes an event-anchored + residual-CUSUM detector that closes it. Reproducible: code, raw sweep data, and figure scripts.
5GTANGO Smart Manufacturing Pilot
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.
m2m is a node.js library for developing machine-to-machine and edge applications using the node-m2m framework.
DAU Firmware and upload tool for the Arduino Opta.
智衍 EvolvIQ —— 全球首个开源 AI-Native 工业 Agent 平台。25 个工业智能分身覆盖产线·管理·供应链三层（供应链/良率/质量追溯/DFM/OEE/设备预测维护等），支持 MCP 能力联邦、OPC-UA/Modbus/MQTT 工业协议网关与 Neo4j 跨 Agent 知识图谱。Apache-2.0 全开源。
a graduation project on reinforcement learning in smart manufacturing scenarios
This repository contains the official workshop proposal document for the Embodied Autonomous Intelligence Workshop (EAI-WS), developed as part of the transition to the RoboCup Smart Manufacturing League (SML) starting in 2026.
CHEMON - 化工过程多智能体整体编排系统 | A multi-agent collaborative system for chemical process control
A quick start-up guide on how to develop applications using the node.js m2m library.
Process-focused TCAD simulator for semiconductor fabrication, featuring voxel-based wafer modeling, lithography and mask workflows, deposition, etch, CMP, implantation, annealing, oxidation, metrology, 3D visualization, WebUI, and recipe design tools.
Application for the SSM Repak, Year 2, Period 3.
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.
Monitoring human-centric assembly operations in manufacturing industries using vision cameras
Computer vision system that analyzes fabric patterns, detects defects in real-time manufacturing, and generates new textile designs using generative adversarial networks.
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