Manufacturing

Manufacturing Industries can leverage DS & AI solutions to put in place a proactive work environment and automated workflow management. It provides the industries with the benefit of computer vision for defect detection and configuring various devices across platforms.

Here are some of the solutions that DS & AI can provide in this industry


Product Management

  • Insights into machine-level loads and production schedule performance
  • Configure and Monitor various sensing devices communicating across multiple protocols, configurable workflows and proactive notifications

Training

  • AR/VR Simulations and Training

Warehouse

  • RFID/Sensors based automated access control and movement tracking

Computer Vision

  • Find microscopic defects in products such as circuit boards at resolutions well beyond human vision
  • Machine-learning algorithm trained on remarkably small volumes of sample images for better accuracy

Supply Chain

  • Supplier spend analysis
  • Out of stock analysis
  • Quality Analysis and Prediction

Generative Design

  • Designers or engineers input design goals—along with parameters for materials, manufacturing methods and cost constraints
  • The software then explores all the possible permutations of a solution, and quickly “generates” design alternatives.
  • Learn vide ML algorithms

Digital Twins

  • Virtual model of a process, product or service
  • Allows analysis of data and monitoring of systems to head off problems before they even occur Simulations
  • Simulations

Asset Management

  • Predictive Maintenance
  • Remote Monitoring and Control of Assets
  • Compliance Management and Audit Flags

Supply Chain Optimization

  • Transport/Route Optimization
  • Warehousing and Inventory Management
  • Demand Forecasting

Core operations

  • Proactive Monitoring of Environment
  • Shop floor and Workflow Management
  • Shop floor Performance via Video Analytics

"The balance is in favour of AI because of the ageing population, traceability needs, production costs, etc. AI will be platform-based with a multitude of skills and will exist at all levels" - Chris Hazlewood, Senior Manager, Mitsubishi Electric

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