Sökning: "sales"

Visar resultat 21 - 25 av 3111 uppsatser innehållade ordet sales.

  1. 21. Forecasting With Feature-Based Time Series Clustering

    Master-uppsats, Jönköping University/Tekniska Högskolan

    Författare :Conrad Tingström; Johan Åkerblom Svensson; [2023]
    Nyckelord :demand forecasting; time series prediction; time series clustering;

    Sammanfattning : Time series prediction plays a pivotal role in various areas, including for example finance, weather forecasting, and traffic analysis. In this study, time series of historical sales data from a packaging manufacturer is used to investigate the effects that clustering such data has on forecasting performance. LÄS MER

  3. 22. Performance evaluation of domestic solar power installations in Sweden

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

    Författare :Felix Monthan; [2023]
    Nyckelord :;

    Sammanfattning : In the past two decades the global electricity demand all over the world has increased by 82%, thisis a result of improved living standards, growing populations, electrification of vehicles and growing demand for digital devices. In Sweden, electricity generation from solar power is relatively small and equates to about 0. LÄS MER

  4. 23. Uncorking Profits: Fine Wine for the Bottom Line

    C-uppsats, Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Författare :David Aksberg; Filip Angeria; [2023]
    Nyckelord :Wine; Alternative Investments; Bordeaux Wines; Return on Investment; Asset Pricing;

    Sammanfattning : Using a larger dataset covering a time period not previously studied, we examine the price drivers and investment performance of wines from the five Bordeaux Premier Cru producers during 2013-2023. Our results indicate that prices are significantly impacted by producer, weather quality, yield and age. LÄS MER

  5. 24. Sales forecasting for supply chain using Artificial Intelligence

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

    Författare :Vaibhav Mittal; [2023]
    Nyckelord :AI; sales forecasting; supply chain; predictive analytics; AI; försäljningsprognoser; supply chain; predictiv analys;

    Sammanfattning : Supply chain management and logistics are two sectors currently experiencing a transformation thanks to the advent of AI(Artificial Intelligence) technologies. Leveraging predictive analytics powered by AI presents businesses with novel opportunities to streamline their operations effectively. LÄS MER

  7. 25. Restaurant Daily Revenue Prediction : Utilizing Synthetic Time Series Data for Improved Model Performance

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för beräkningsvetenskap

    Författare :Stella Jarlöv; Anton Svensson Dahl; [2023]
    Nyckelord :demand forecasting; data augmentation; time series data; machine learning; restaurant industry; generative adversarial networks; TimeGAN; XGBoost;

    Sammanfattning : This study aims to enhance the accuracy of a demand forecasting model, XGBoost, by incorporating synthetic multivariate restaurant time series data during the training process. The research addresses the limited availability of training data by generating synthetic data using TimeGAN, a generative adversarial deep neural network tailored for time series data. LÄS MER