smart-manufacturing

There are 3 repositories under smart-manufacturing topic.

• BuiltInDetroit / awesome-industrial

  Curated list of Industry 4.0 research, popular events, open-source software projects and learning resources that are worth looking into!

  industry-4industrial-automationiiotroboticsindustrial-robotscyberphysical-systemsdigital-twinsmart-manufacturingindustry-40
  112

• 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.

  fourier-transformindustrial-automationindustry-4predictive-maintenancesignal-decompositionsignal-processingsmart-manufacturingwavelet-analysisfault-detectionfault-diagnosisvibration-analysis
  Language:Jupyter Notebook 52

• 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, and CO₂-neutrality monitoring.

  iiotindustry-40smart-industryplatformdashboardfleet-managementanalyticsautomationsmart-factorysmart-productssmart-factoriessmart-manufacturing
  Language:TypeScript 17

• sonata-nfv / tng-industrial-pilot

  5GTANGO Smart Manufacturing Pilot

  manufacturingautomationnfv5g5gtangokubernetesemulationsmart-manufacturingfactoryiotiiotvirtualization
  Language:HTML 13

• node-m2m / m2m

  m2m is a node.js library for developing machine-to-machine and edge applications using the node-m2m framework.

  iotm2mtelematicstelemetryautomationmachine-controlworkflow-orchestrationdistributed-systemsiiotindustry-4javascriptmicroservicesnodejsorchestration-frameworkraspberrypismart-manufacturingcloud-computingedgeedge-computing
  Language:JavaScript 10

• 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.

  fault-detectionfault-diagnosisfourier-transformindustrial-automationindustry-4predictive-maintenanceshort-time-fourier-transformsignal-processingsmart-manufacturing
  Language:Jupyter Notebook 9

• dealexce / FactoRL-Assets

  a graduation project on reinforcement learning in smart manufacturing scenarios

  reinforcement-learningunity3dml-agentssmart-manufacturing
  Language:C# 5

• node-m2m / m2m-quicktour

  A quick start-up guide on how to develop applications using the node.js m2m library.

  automation-frameworkdistributed-computingiiotindustrie-40iotm2mmqttsmart-manufacturingbrowser-frameworkedge-computingopc-ua
  Language:JavaScript 5

• SmartManuAD / Smart-Manufacturing-AD

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

  anomaly-detectionartificial-intelligencedeep-learningensemble-learningindustrial-iotindustry-40machine-learningsemi-supervised-learningsmart-manufacturingsupervised-learningunsupervised-learning
  Language:Python 4

• jo-chr / i40lab-simulation

  Simulation and generation of synthetic reliability-related data.

  simulationindustry-4smart-manufacturingreliability-analysis
  Language:Python 2
• Smart_manufacturing_composite_materials

  kazi0001 / Smart_manufacturing_composite_materials

  Data-driven modeling to predict the load vs. displacement curves of targeted composite materials for industry 4.0 and smart manufacturing

  composite-materialsindustry-4smart-manufacturingindustry-automation
  Language:Python 1

• 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.

  inspectionmanufacturingindustry-4industrial-automationsmart-manufacturingsustainability
  Language:Jupyter Notebook 1

• vigneshuw / app-AssemblyGuidanceSystem

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

  computer-visionmachine-visionobject-detectionsmart-manufacturingassembly-guidance-systemsmirl
  Language:Python 1

• vigneshuw / mtconnect-statusUpdate

  Real-time machine status update using MTConnect and MQTT protocols

  aws-iot-corecondition-monitoringmachine-monitormqttmtconnectsmart-manufacturing
  Language:Python 1

• WENDGOUNDI / defect_inspection_on_motherboard

  Implementation of a motherboard defect inspection webapp. The system will detect and label both missing and present components.

  defect-detectionobject-detectionpythonsmart-manufacturingstreamlit-webappyolov8
  Language:Python 1

• aojedao / DUMEE

  First approach to ROS and Robotics modelling for the first Smart Manufacturing Seminar

  machine-learningmotomanroboticssmart-manufacturingunal
  Language:C++ 0

• vigneshuw / MTConnect_FANUC-adapter

  MTConnect adapter for FANUC CNC Machine located at MINLab, UW Madison.

  machine-interfacemtconnect-adaptersmart-manufacturingfanuc-controller-interfacemachine-moni
  Language:C++ 0

• vigneshuw / work_risk_assessment

  Evaluation of lifting risk assessment task for factory workers

  feature-extractionmachine-learninignioshrisk-assessmentsensor-datasmart-manufacturingindustrial-wireless-sensor-network
  Language:Jupyter Notebook