Essays about: "Data-driven modelling"

Showing result 16 - 20 of 37 essays containing the words Data-driven modelling.

  1. 16. A reverse data-driven energy estimation approach for evaluating renewable energy systems implementation in New York City

    University essay from Lunds universitet/Institutionen för arkitektur och byggd miljö; Lunds universitet/Avdelningen för Energi och byggnadsdesign

    Author : Seyedmohammad Hosseini; [2021]
    Keywords : Energy use prediction; Energy performance simulation; Renewable energy source; data-driven energy estimation; Statistical methods; Reverse method; Regression model; Urban modelling; Energy modelling; Generative modelling; Geothermal heat pump; Borehole Thermal Energy Storage.; Technology and Engineering;

    Abstract : Urban areas are responsible for a significant part of greenhouse gas emissions. Megacities, especially, have cumulative impacts due to different anthropogenic heat sources and urban heat island phenomena. It is therefore vital to replace fossil fuel burning heating sources with renewable sources in the current building stock. READ MORE

  3. 17. Insights on Creating a Growth Machine Using Attribution Modelling

    University essay from KTH/Optimeringslära och systemteori

    Author : Hannes Kindbom; Viktor Reineck; [2021]
    Keywords : Digital marketing; Attribution modelling; Last-touch attribution; Multi-touch attribution; Simple probabilistic; Logistic regression; Digital marknadsföring; Attributionsmodellering; Last-touch attribution; Multi-touch attribution; Simpel probabilistisk; Logistisk regression;

    Abstract : Given access to detailed tracking data, the problem of attribution modelling has recently gained attention in both academia and the industry. Being able to determine the influence of each marketing channel in driving conversions can help advertisers to allocate their marketing budgets accordingly and ultimately increase their customer base and achieve a higher Return On Investment (ROI). READ MORE

  4. 18. Analyzing research communities in Enterprise Architecture : A Data-Driven Systematic Literature Review

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

    Author : Emelie Tham; [2021]
    Keywords : Enterprise Architecture; Social Network Analysis; Louvain Method; Systematic Literature Review; Research Community.; Företagsarkitektur; Analys av sociala nätverk; Louvain metoden; Systematisk litteraturgranskning; Forskargrupp.;

    Abstract : The field of Enterprise Architecture (EA) emerged as an answer to the increasing complexity in managing and aligning the business-IT relationship within enterprises. Both practitioners and academics have expressed interest in the field, with a growing number of publicized works related to EA. READ MORE

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

    University essay from Linköpings universitet/Fordonssystem

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

    Abstract : 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. READ MORE

  6. 20. Customer Experience and its Implication for Value Creation within the Night-Time Economy

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Eric Lewerentz; [2021]
    Keywords : Customer Experience; Service Dominant Logic; Night-time Economy; Nightlife; Topic Modelling; Kundupplevelse; tjänstedominantlogik; nattliv; topic modelling;

    Abstract : The consumer behaviour is adapting within industries due to new technologies such as smart phones. As consumer behaviour changes so do companies by adapting their way of engaging and interacting with their customers. This provides potential to innovate new service offerings. READ MORE