Sökning: "Food waste forecast"

Visar resultat 1 - 5 av 8 uppsatser innehållade orden Food waste forecast.

  1. 1. Balancing Demand and Supply Planning in the Food Supply Chain : Insights from a Dairy Industry Case Study

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

    Författare :Jennifer Laktena; [2023]
    Nyckelord :Food Supply Chain; Demand Management Demand Planning; Supply Planning; Forecast; Promotion activities; Livsmedelsförsörjningskedjan; Efterfrågehantering; Efterfrågeplanering; Försörjningsplanering; Prognos; Kampanj;

    Sammanfattning : Globalization and increasing demand for a variety of food products have contributed to challenges within the food industry (Zhu et al, 2018). The Food Supply Chain, FSC, involves several processes from production to distribution, involving actors from all the different steps in the network (Rohmer et al., 2018). LÄS MER

  3. 2. Predictive Regression Model Evaluation : Evaluating Predictive Machine Learning Models to Reduce Food Waste in the Dairy Industry

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

    Författare :Alexander Carlsson; [2023]
    Nyckelord :Machine learning; Food loss; Food overproduction; Food waste forecast; Food waste prediction; Maskininlärning; Matsvinn; Svinn; Matsvinnsprognos;

    Sammanfattning : Food waste in the food industry is often a result from the complex nature of food production. Uncertainty is always present as yields vary and as there is a chain of consumer demand from stores to producers. Food waste is a waste of both natural and economic resources affecting both the planet and the producer. LÄS MER

  4. 3. Food Industry Sales Prediction : A Big Data Analysis & Sales Forecast of Bake-off Products

    Uppsats för yrkesexamina på avancerad nivå, Umeå universitet/Institutionen för fysik

    Författare :Maja Lindström; [2021]
    Nyckelord :Machine Learning; Big Data Analysis; Data Exploration; Prediction; Statistics;

    Sammanfattning : In this thesis, the sales of bread and coffee bread at Coop Värmland AB have been studied. The aim was to find what factors that are important for the sales and then make predictions of how the sales will look like in the future to reduce waste and increase profits. LÄS MER

  5. 4. Forecasting food waste: The case of a Swedish grocery company - A quantitative & exploratory study of how to forecast food waste for a Swedish retailer

    C-uppsats, Handelshögskolan i Stockholm/Institutionen för marknadsföring och strategi

    Författare :Joel Ridderstråle; William Lundström; [2020]
    Nyckelord :Foodwaste; Forecast; Retail; Retail Forecasting; Regression;

    Sammanfattning : In the retail stage of a food supply chain, the occurrence of food waste is often caused by inaccurate forecasting of sales, which leads to incorrect ordering of products. Previous literature has suggested using more accurate demand forecasts on the sales data in order to combat the problem. LÄS MER

  7. 5. Improving sales forecast accuracy for restaurants

    M1-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Rickard Adolfsson; Eric Andersson; [2019]
    Nyckelord :;

    Sammanfattning : Data mining and machine learning techniques are becoming more popular in helping companies with decision-making, due to these processes’ ability to automatically search through very large amounts of data and discover patterns that can be hard to see with human eyes. Onslip is one of the companies looking to achieve more value from its data. LÄS MER