Essays about: "efterfrågan prognos"

Showing result 1 - 5 of 9 essays containing the words efterfrågan prognos.

  1. 1. Developing an optimization model to determine AGV fleet size given the capacity of machines and vehicles in the production industry

    University essay from Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

    Author : Milad Zaher; Ale El Ghazzi; [2021]
    Keywords : AGV; FMS; AGV fleet size; Optimization; Machine capacity; Production; AGV; FMS; AGV fleet size; Optimering; Maskinkapacitet; Produktion;

    Abstract : Background: In the present competitive environment manufacturing firms have shifted their production from mass production to mass customization. In this line, a flexible manufacturing system (or FMS) has evolved to the changing requirements. READ MORE

  2. 2. Phase-Out Demand Forecasting : Predictive modeling on forecasting product life cycle

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

    Author : Shadman Ahmed; [2020]
    Keywords : ;

    Abstract : The phase-out stage in a product life cycle can face unpredictable demand. Accurate forecast of the phase-out demand can help supply chain managers to control the number of obsolete inventories. Consequently, having a positive effect in terms of resources and lower scrap costs. READ MORE

  3. 3. Sales Volume Forecasting of Ericsson Radio Units - A Statistical Learning Approach

    University essay from KTH/Matematisk statistik

    Author : Patrik Amethier; André Gerbaulet; [2020]
    Keywords : Statistics; Applied mathematics; Neural networks; decision trees; machine learning; sales volumes; predictions; demand forecasting; Statistik; tillämpad matematik; neurala nätverk; trädmodeller; maskininlärning; försäljningsvolym; prognostisering;

    Abstract : Demand forecasting is a well-established internal process at Ericsson, where employees from various departments within the company collaborate in order to predict future sales volumes of specific products over horizons ranging from months to a few years. This study aims to evaluate current predictions regarding radio unit products of Ericsson, draw insights from historical volume data, and finally develop a novel, statistical prediction approach. READ MORE

  4. 4. Time series Forecasting Incorporating Exogenous Information

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

    Author : Harilal Orunkara Poyil; [2019]
    Keywords : Time series; Forecasting; Exogenous; Deep learning; Tidsserier; Prognoser; Exogent; Djupt lärande;

    Abstract : The discussions on social media platforms reflect the views of masses on different ongoing long term events. The demand for different people-oriented services observes upsurge during the period of such long term events. Accurate forecasting of such time series data has a vital role in many business domains. READ MORE

  5. 5. A Comparative Analysis of RNN and SVM : Electricity Price Forecasting in Energy Management Systems

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

    Author : Lee Badal; Sebastian Franzén; [2019]
    Keywords : ;

    Abstract : A trend in increasing electricity consumption and technological innovation has resulted in automated energy management systems. Forecasting movement of the electricity price with machine learning plays a role in the sustainability of these systems. READ MORE