Essays about: "demand forecasting"

Showing result 1 - 5 of 96 essays containing the words demand forecasting.

  1. 1. Transfer Learning for Sales Volume Forecasting Using Convolutional Neural Networks

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

    Author : Marcus Alsterman; [2019]
    Keywords : ;

    Abstract : Improved time series forecasting accuracy can enhance demand planning, and therefore save money and reduce environmental impact. The idea behind this degree project is to explore transfer learning for time series forecasting. This has boiled down to two concrete goals. READ MORE

  2. 2. Electrical power demand forecasting

    University essay from

    Author : David Weinberg; [2019]
    Keywords : ;

    Abstract : The electrical load, sampled every hour, at Salagatan 18 in Uppsala was used to form models and for forecasting the load. It was investigated whether Multi Seasonal ARIMA models and Support Vector Regression were suitable. The models were compared to a naive persistence benchmark in periods of high and low volatility. READ MORE

  3. 3. TDNet : A Generative Model for Taxi Demand Prediction

    University essay from Linköpings universitet/Programvara och system

    Author : Gustav Svensk; [2019]
    Keywords : Taxi Demand; TDNet; WaveNet; Tree Parzen Estimator; Predictive Models; Convolutional Neural Networks; Time Series Forecasting; Traffic Forecasting; Sequence Learning Models;

    Abstract : Supplying the right amount of taxis in the right place at the right time is very important for taxi companies. In this paper, the machine learning model Taxi Demand Net (TDNet) is presented which predicts short-term taxi demand in different zones of a city. READ MORE

  4. 4. The electricity demand andsupply in El Espino : Alternatives for diversification of renewabletechnologies

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik; KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Jessica Granqvist; Lily Gao; [2019]
    Keywords : Hybrid system; wind turbine; solar PV; optimization; rural electrification; Hybridsystem; vindturbin; sol PV; optimisering; landsbyggdselektrifiering;

    Abstract : The use of alternative fuels, particularly renewable energy sources, has been an important strategy to achieve greenhouse gas emission reductions. In Bolivia, many rural areas struggle with an unreliable power supply. READ MORE

  5. 5. Packaging Demand Forecasting in Logistics using Deep Neural Networks

    University essay from

    Author : Yashwanth Bachu; [2019]
    Keywords : Deep Learning; Forecasting; Logistics;

    Abstract : Background: Logistics have a vital role in supply chain management and those logistics operations are dependent on the availability of packaging material for packing goods and material to be shipped. Forecasting packaging material demand for a long period of time will help organization planning to meet the demand. READ MORE