Sökning: "Data-driven concept design"

Visar resultat 1 - 5 av 13 uppsatser innehållade orden Data-driven concept design.

  1. 1. Datadrivna beslut inom Livslångt lärande : En process för att organisationer ska lyckas med strategisk kompetensförsörjning

    Magister-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Jonas Bäckelin; [2023]
    Nyckelord :Servicedesign; Data-Driven Decision-making; Lifelong learning; Strategic Competence Provision; Tjänstedesign; datadrivna beslut; livslångt lärande; strategisk kompetensförsörjning;

    Sammanfattning : Syftet med denna studie var att ta fram en process för hur modern teknik kan användas för att organisationer ska lyckas med strategisk kompetensförsörjning. Begreppet datadrivna beslut används när så kallade klassificeringsalgoritmer kan hjälpa oss att upptäcka en ’önskad kompetens som saknas’ eller ’föreslå ett område som vi behöver utveckla’. LÄS MER

  3. 2. Data-Driven Operator Behavior Visualization : Developing a Prototype for Wheel Loader

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Huahua Tian; [2022]
    Nyckelord :Data-driven concept design; Data-visualization; User research; Decision-making; Digital twin; Datadriven konceptdesign; Data-visualisering; Användarforskning; Beslutsfattande; Digital twin;

    Sammanfattning : To realize key business capabilities and secure long-term growth, Volvo Construction Equipment (Volvo CE) set out to define a vision for digital transformation. The latest trends in AI-powered smart electronics open up endless opportunities to help Volvo CE's operators use Wheel Loaders – Construction machines to increase productivity. LÄS MER

  4. 3. Machine Learning Driven Simulation in the Automotive Industry

    Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Aravind Ram Seshadri; [2022]
    Nyckelord :Machine learning in simulation; simulation-based machine learning; concept development; machine learning; data-driven design; data-driven simulation; technology analysis; capability analysis; technology study; design exploitation; classification algorithms; logistic regression;

    Sammanfattning : The current thesis investigates data-driven simulation decision-making with field-quality consumer data. This is accomplished by outlining the benefits and uses of combining machine learning and simulation in the literature and by locating barriers to the use of machine learning (ML) in the simulation subsystems at a case study organization. LÄS MER

  5. 4. Technology Acceptance of Future Decision Makers - An Investigation of Behavioral Intention Toward Using Artificial Intelligence Tools in Decision Making

    Master-uppsats, Göteborgs universitet/Graduate School

    Författare :Emelie Gunnarsson; [2020-07-22]
    Nyckelord :Technological advancements; Technology; Big data; Data driven decision making; Decision Making or DM ; Decision Support System or DSS ; Decision Support; Decision aid; Intelligent decision support system; Artificial intelligence or AI ; Automation; Risk; Technology Acceptance Model or TAM ; History; Development; Definition; Concepts and Organization or Organisation ;

    Sammanfattning : Background & Purpose: Rapid technological advancements makes it difficult for organizations to keep up, this alongside with the world becoming more and more digital results in large amount of data being produced. The technological advancements and the large amount of data available results in that AI can be used as a decision making tool in organizations, enabling better decision making. LÄS MER

  7. 5. A case study of how Industry 4.0 will impact on a manual assembly process in an existing production system : Interpretation, enablers and benefits

    Master-uppsats, KTH/Industriell produktion

    Författare :Marcus Nessle Åsbrink; [2020]
    Nyckelord :Industry 4.0; Manufacturing; Manual Assembly; Assembly Systems; Existing Production Systems; Modularization; Lean; Human Robot Collaboration; Data-driven Services; Industrial Internet of Things; Cyber Physical Systems; Smart Factory; Industry 4.0; Tillverkning; Manuell montering; Monteringssystem; Existerande produktionssystem; Modularisering; Lean; Människa-Robot-samarbete; Data-drivna tjänster; Sakernas internet; Cyberfysiskt system; Smart fabrik;

    Sammanfattning : The term Industry 4.0, sometimes referred to as a buzzword, is today on everyone’s tongue and the benefits undeniably seem to be promising and have potential to revolutionize the manufacturing industry. But what does it really mean? From a high-level business perspective, the concept of Industry 4. LÄS MER