Essays about: "demand forecast"

Showing result 1 - 5 of 69 essays containing the words demand forecast.

  1. 1. Development of a Forecasting Model for Original Equipment Manufacturer (OEM) Components - A Design Science Study at Tetra Pak

    University essay from Lunds universitet/Teknisk logistik

    Author : Faruk Kodzaga; Giacomo Daniele; [2022]
    Keywords : Forecasting Model; OEM; Opportunity Pipeline; Forecasting Accuracy; Technology and Engineering;

    Abstract : Title: Development of a Forecasting Model for Original Equipment Manufacturer (OEM) Components. A Design Science Study at Tetra Pak. READ MORE

  2. 2. Forecasting Inventory Quantities : Time Series Models for Visualizing Fluctuations within Outbound Logistics

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Johan Lagerström; Lisa Sundström; [2022]
    Keywords : Outbound Logistics; Forecasting; Fluctuations; Time Series Analysis; Inventory space; 3PL;

    Abstract : Forecasting demand is one of the processes which greatly influences the decision making within a company, and it is also one of the greatest sources of uncertainty. Inaccurate forecasts force companies to find ways to compensate for the uncertainty, often by building inventories. READ MORE

  3. 3. Risk Evaluation in a ML-Approximated Portfolio Environment

    University essay from KTH/Matematik (Avd.)

    Author : Filip Franzén; Karl Axel Nord; [2022]
    Keywords : Financial risk management; forecasting; machine learning; FMCG; Finansiell riskhantering; prognostisering; maskininlärning; konsumtionsvaror;

    Abstract : This thesis explores and evaluates the forecasting application of the machine learning method Gradient Boosting Decision Trees. This method is used to forecast the demand of the online grocery market with a 7-day time horizon. The thesis was conducted in collaboration with the online grocery company Mathem. READ MORE

  4. 4. The Future of Public Fast Charging : A forecasting of battery supported public fast charging based on a business model perspective

    University essay from Linköpings universitet/Projekt, innovationer och entreprenörskap

    Author : Måns Jeppsson; Ivar Wester; [2022]
    Keywords : Public charging infrastructure; Electric Vehicles; EVs; EV charging; Business Model; Forecast; Scenarios;

    Abstract : With the ever-pressing threat of a climate crisis, the EU has decided to become the first climate-neutral continent by 2050. This in turn will require the road transportation sector to make a transition from fossil dependent to fossil-free vehicles. Sweden has the objective to become net positive in GHG emissions by 2045. READ MORE

  5. 5. Uncertainity in Renewable Energy Time Series Prediction using Neural Networks

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Phil Aupke; [2021]
    Keywords : Time Series Data; Uncertainty; Machine Learning;

    Abstract : With the increasing demand for solar energy, the forecast of the PV station energy production has to be as precisely as possible. To make the prediction more robust, also correlated infor- mation about the weather can be added to the previous energy production of the PV station. READ MORE