Essays about: "machine manufacturing industry"

Showing result 1 - 5 of 114 essays containing the words machine manufacturing industry.

  1. 1. An AI approach for quality improvement in heat treatment processing

    University essay from Uppsala universitet/Industriell teknik

    Author : Kruse Gustav; Lotta Åhag; [2022]
    Keywords : Artificial intelligence; heat treatment; mining; steel; smart manufacturing; pipeline; hardness; cooling; quality improvement;

    Abstract : Export of heat treated steel goods has an important impact on the Swedish economy which brings performance demands and expectations on production to keep a competitive market position. Sustainability and efficiency are two important aspects in meeting these demands. READ MORE

  2. 2. Industry 4.0 Value Creation for Automated Press Hardening Production Lines

    University essay from Blekinge Tekniska Högskola/Institutionen för maskinteknik

    Author : VIktor Karlsson; [2022]
    Keywords : IIoT; CPPS; Industry 4.0; value creation; manufacturing.; IIoT; CPPS; Industri 4.0; värdeskapande; tillverkning.;

    Abstract : Industry’s technologies and equipment continuously advance, and the importance of continuously being able to produce increases. Todays’s automotive industry is a competitive market where efficiency is critical to keeping market shares. However, the quality of the products can not be compromised. READ MORE

  3. 3. Explainable Machine Learning for Lead Time Prediction : A Case Study on Explainability Methods and Benefits in the Pharmaceutical Industry

    University essay from KTH/Hållbar produktionsutveckling (ML)

    Author : Paul Fussenegger; Niklas Lange; [2022]
    Keywords : Lead time; machine learning; explainability; regression analysis; production planning and control; Ledtid; maskininlärning; förklarbarhet; regressionsanalys; produktionsplanering och produktionsstyrning;

    Abstract : Artificial Intelligence (AI) has proven to be highly suitable for a wide range of problems in manufacturing environments, including the prediction of lead times. Most of these solutions are based on ”black-box” algorithms, which hinder practitioners to understand the prediction process. READ MORE

  4. 4. 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

  5. 5. 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