Essays about: "automation production systems"

Showing result 21 - 25 of 101 essays containing the words automation production systems.

  1. 21. Facilitating quality management through data mining

    University essay from Mälardalens universitet/Innovation och produktrealisering

    Author : Tommy Dahlström; [2022]
    Keywords : Quality management; Knowledge work; Data mining; Machine learning; Process development.;

    Abstract : In this report, the topics of quality management, knowledge work, and Lean Six Sigma areexplored with the objective of identifying potential improvements that could be facilitated byData mining methods. With the purpose of exploring the topic of knowledge extraction fromfree-text data to support decision-making in manufacturing operations from a qualitymanagement perspective. READ MORE

  3. 22. The implementation of collaborative robots in production environments : a review of academic literature and industrial applications

    University essay from KTH/Industriell produktion

    Author : Daniele Marrone; [2022]
    Keywords : ;

    Abstract : The evolution of the global market that happened after the second world war has made competition between manufacturing companies much more difficult than before. In contrast to the days of Fordism, where mass production allowed companies to cut costs and have a profit margin through high productivity, flexibility is currently considered the key to surviving the competition and it require new production systems: information management systems and automated production systems that enable the expansion in product variety. READ MORE

  4. 23. Interfacing Digital and Physical Twins with a Microservice Architecture

    University essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik

    Author : Oskar Wintercorn; [2022]
    Keywords : Arrowhead framework; Arrowhead; framework; IoT; IIoT; CPS; Digital Twins; Digital twin; golang; SOA; SoS; Service oriented architecture; system of systems;

    Abstract : Throughout history, humans have proven to develop and improve their quality of life constantly. Incorporating mechanical principles into otherwise manual labor was one such aspect. Today, introducing mechanization to the industry and steam power is regarded as the first industrial revolution. READ MORE

  5. 24. Analytics adoption in manufacturing – benefits, challenges and enablers

    University essay from Mälardalens universitet/Innovation och produktrealisering

    Author : Junia Cupertino Ribeiro; [2022]
    Keywords : Analytics; Production; Performance monitoring; Industry 4.0;

    Abstract : Digitalisation is changing the manufacturing landscape with promises to enhance industrial competitiveness with new technologies and business approaches. Various data-driven applications, enabled by digital technologies, can support process monitoring, production quality control, smart planning, and optimisation by making relevant data available and accessible to different roles in production. READ MORE

  6. 25. An Empirical Study on AI Workflow Automation for Positioning

    University essay from Linköpings universitet/Programvara och system

    Author : Hannes Jämtner; Stefan Brynielsson; [2022]
    Keywords : MLOps; ML; AI; Machine Learning; Artificial Intelligence; Radio Antenna Positioning; MLOps Maturity Levels; Radio Access Network; RAN; Kubeflow; KServe; DVC; Data Version Control; MinIO; Kubernetes; Kind; Docker;

    Abstract : The maturing capabilities of Artificial Intelligence (AI) and Machine Learning (ML) have resulted in increased attention in research and development on adopting AI and ML in 5G and future networks. With the increased maturity, the usage of AI/ML models in production is becoming more widespread, and maintaining these systems is more complex and likely to incur technical debt when compared to standard software. READ MORE