Sökning: "Data-driven maintenance"

Visar resultat 16 - 20 av 35 uppsatser innehållade orden Data-driven maintenance.

  1. 16. Data-Driven Predictive Maintenance for Industries

    Magister-uppsats, Lunds universitet/Institutionen för informatik

    Författare :Swapna Malagi; Sathya Ruba Selvaraj; [2021]
    Nyckelord :Data-driven Predictive Maintenance; TOE Framework; Implementation; Impacting Factor; Business and Economics;

    Sammanfattning : Due to the industry 4.0 paradigm shift, manufacturing and pro-duction industries are focusing on Predictive maintenance (PdM) to increase production efficiency and maintenance strategies. Also, adopting data-driven approaches to implement PdM as a result of increased data usage and exchange. However, facing technical and non-technical challenges. LÄS MER

  3. 17. The Cost of Algorithmic decisions : A Systematic Literature Review

    Magister-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Annalena Erhard; [2021]
    Nyckelord :automated decision; data-driven decision; cost drivers; cost analysis; ai;

    Sammanfattning : Decisions have been automated since the early days. Ever since the rise of AI, ML and DataAnalytics, algorithmic decision-making has experienced a boom time. Nowadays, using AI withina company is said to be critical to the success of a company. LÄS MER

  4. 18. Data-driven Strain Sensor Modelling in Mining Applications : Artificial strain sensors for material fatigue estimation

    Master-uppsats, Linköpings universitet/Fordonssystem

    Författare :Alex Rydén; Mattias Langsér; [2021]
    Nyckelord :Linear models; Machine learning; Ensamble learners; Time series; LTI; System identification; Strain estimation; Material fatigue; Data-driven modelling; Mining;

    Sammanfattning : When boring machines are used, large loads are exerted on their structure. The load cycles cause material fatigue on the boring machine structure. If the material fatigue can be estimated in real-time, maintenance can be planned more efficiently and the effect of different types of usage can be evaluated. LÄS MER

  5. 19. A novel approach for the improvement of error traceability and data-driven quality predictions in spindle units

    Master-uppsats, KTH/Skolan för industriell teknik och management (ITM)

    Författare :Adithya Rangaraju; [2021]
    Nyckelord :Machining; component degradation; condition monitoring; data-driven quality control.; metallskärning; komponentnedbrytning; data-driven kvalitetskontroll.;

    Sammanfattning : The lack of research on the impact of component degradation on the surface quality of machine tool spindles is limited and the primary motivation for this research. It is common in the manufacturing industry to replace components even if they still have some Remaining Useful Life (RUL), resulting in an ineffective maintenance strategy. LÄS MER

  7. 20. Churn inom SaaS : En fallstudie om betydelsefulla kundattribut inom ett SaaS-företag med B2B kunder

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för informatik (IK)

    Författare :Filip Jonson; Love Hedvall; [2021]
    Nyckelord :Churn; SaaS; CRISP-DM; General customer attributes; Behavioral customer attributes; Churn; SaaS; CRISP-DM; Generella kundattribut; Beteendekundattribut;

    Sammanfattning : Software as a service (SaaS) är en affärsmodell som syftar till att användaren prenumererar på en mjukvara Mjukvaran levereras över internet vilket medför att användaren inte behöver tänka på mjukvaruuppdateringar och driftunderhåll av servrar. Churn innebär att användaren avslutar sin prenumeration hos ett företag och därmed slutar vara kund. LÄS MER