Essays about: "Data-driven concept design"

Showing result 1 - 5 of 11 essays containing the words Data-driven concept design.

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

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

    Abstract : 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. READ MORE

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

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Aravind Ram Seshadri; [2022]
    Keywords : 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;

    Abstract : 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. READ MORE

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

    University essay from Göteborgs universitet/Graduate School

    Author : Emelie Gunnarsson; [2020-07-22]
    Keywords : 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 ;

    Abstract : 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. READ MORE

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

    University essay from KTH/Industriell produktion

    Author : Marcus Nessle Åsbrink; [2020]
    Keywords : 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;

    Abstract : 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. READ MORE

  6. 5. Reducing uneven crowd distribution in the Stockholm metro system using data driven design.

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : CHRISTOFFER INGEVALDSSON; MARCUS LARSSON; [2019]
    Keywords : ;

    Abstract : The purpose of this project was to develop several information system concepts with the goal of reducing uneven crowd distribution in the Stockholm subway system, using a data driven, user centred, and iterative design approach. These systems were designed to be implemented on-site in the subway. READ MORE