smart-manufacturing 开源项目推荐（135 个）

HighFiveDetroit /awesome-industrial

值得关注的工业 4.0 研究、热门活动、开源软件项目和学习资源精选列表！

Western-OC2-Lab /Vibration-Based-Fault-Diagnosis-with-Low-Delay

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.

SmartManuAD /Smart-Manufacturing-AD

Repository linked to "Anomaly detection in Smart-manufacturing era: A review"

IndustryFusion /IndustryFusion

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…

lesiayanytska78 /ci-monitoring-simulation

用于MES嵌入的碳强度监测，用于机械加工式工艺中能量异常的校准模拟和探测器。表征自适应基线惯性盲点，并提出一个事件锚定+残差CUSUM检测器来闭合盲区。可重复：代码、原始扫描数据和图形脚本。

iduyuhe /zhiyan-evolviq

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。

sonata-nfv /tng-industrial-pilot

5GTANGO Smart Manufacturing Pilot

Western-OC2-Lab /Similarity-Based-Predictive-Maintenance-Framework-for-Rotating-Machinery

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.

FonaTech /TCAD-Simulator

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.

node-m2m /m2m

m2m is a node.js library that allows anyone to create distributed cloud and edge services/applications using the node-m2m framework.

outputindustries /busroot-dau

DAU Firmware and upload tool for the Arduino Opta.

hanshiyingbing /chemon

CHEMON - 化工过程多智能体整体编排系统 | A multi-agent collaborative system for chemical process control

Open-Factory-Initiative /Factory-Intelligence-Platform

An open-source factory intelligence platform for quality drift detection, synthetic factory simulation, governed AI workflows, and industrial operations intelligence.

robocup-at-work /sml-embodied-autonomous-intelligence

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.

dealexce /FactoRL-Assets

a graduation project on reinforcement learning in smart manufacturing scenarios

node-m2m /m2m-quicktour

A quick guide to develop applications using the m2m library.

vigneshuw /app-AssemblyGuidanceSystem

Monitoring human-centric assembly operations in manufacturing industries using vision cameras

mwasifanwar /neurofabric-ai

Computer vision system that analyzes fabric patterns, detects defects in real-time manufacturing, and generates new textile designs using generative adversarial networks.

khazzan /toolwearID

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.

AlexMakesC0de /AI-calling-assistant

Application for the SSM Repak, Year 2, Period 3.