Essays about: "demand forecasting"

Showing result 21 - 25 of 178 essays containing the words demand forecasting.

  1. 21. Inventory management: A high-level analysis of selected process elements, and factors impacting plan performance - A case study at Alfa Laval

    University essay from Lunds universitet/Teknisk logistik

    Author : Danielle Schiro; Lucas Librelotto Rubin; [2023]
    Keywords : Inventory Management; Make-to-Order; Forecasting; Collaboration; Strategic Alignment; KPIs; Organizational Structures; Alfa Laval; Technology and Engineering;

    Abstract : Purpose: The purpose of this thesis is to increase the effectiveness of the case company, Alfa Laval’s, inventory management by finding challenges, opportunities, and gaps within its current inventory management practices. Background: An essential part of an organization’s planning and control is inventory management, which helps manage supply and demand uncertainty as well as mismatches in upstream and downstream variables, as small changes in inventory management practices can greatly impact an organization's efficiency and responsiveness. READ MORE

  3. 22. Demand Forecasting using Machine Learning Methods: An Empirical Study on Walmart Retail Sales Forecast

    University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Author : Yongjai Lee; [2023]
    Keywords : Demand forecasting; machine learning; time series; LSTM; ARIMA;

    Abstract : Economists put considerable effort and research into demand estimation, modeling consumer be- havior uncovering causal relationships between product attributes, consumer preferences, prices, and demand. However, demand forecasting is less explored in the economics literature. READ MORE

  4. 23. Forecasting and¨Optimization Models for Integrated PV-ESS Systems: : A Case Study at KTH Live-In Lab

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Mariana Flor Lopes; [2023]
    Keywords : Photovoltaic-Energy Storage System; Artificial Neural Networks; Self-Consumption; Linear Optimization; Cost Reduction; Solfångare-energilagringssystem; artificiella neurala nätverk; självkonsumtion; linjär optimering; kostnadsminskning;

    Abstract : With the ever-increasing adoption of renewable energy sources, the seamless integration of PV systems into existing grids becomes imperative. Therefore, this study investigates the integration of a PV-ESS system into sustainable urban living. READ MORE

  5. 24. Load profiling and customer segmentation for demand-side management

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

    Author : Anne Baril; [2023]
    Keywords : Smart meter data; TLP; customer segmentation; DSM; EE; D R; clustering; Data från smarta mätare; TLP; kundsegmentering; DSM; EE; D R; klustring;

    Abstract : The energy transition is accompanied by massive electrification of uses and sectors such as transport. As a result, the pressure on the electricity grid is increasing, and the time to connect to the power system is lengthening. READ MORE

  6. 25. 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