Sökning: "demand forecasting"

Visar resultat 1 - 5 av 153 uppsatser innehållade orden demand forecasting.

  1. 1. How to reduce food waste in public catering units? : a case study at twelve school canteens in Sala municipality, Sweden

    Master-uppsats, SLU/Dept. of Energy and Technology

    Författare :Malou Tromp; [2021]
    Nyckelord :food waste; food waste reduction; sustainable development; ; public catering units; interventions; SDGs;

    Sammanfattning : In developed countries, food is to a significant extend wasted at the consumption stage, meaning that it is discarded even if it is still suitable for human consumption. The further along the supply chain food is wasted, the more resources are lost and the higher the environmental impact is. LÄS MER

  2. 2. Encoder-Decoder Networks for Cloud Resource Consumption Forecasting

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

    Författare :Sami Mejdi; [2021]
    Nyckelord :Telecommunications; Cloud; Time Series; Forecasting; Encoder-Decoder; Deep Learning; Machine Learning; Telekommunikation; Moln; Tidsserie; Prognoser; Envoder-Decoder; Djupinlärning; Maskininlärning;

    Sammanfattning : Excessive resource allocation in telecommunications networks can be prevented by forecasting the resource demand when dimensioning the networks and the allocation the necessary resources accordingly, which is an ongoing effort to achieve a more sustainable development. In this work, traffic data from cloud environments that host deployed virtualized network functions (VNFs) of an IP Multimedia Subsystem (IMS) has been collected along with the computational resource consumption of the VNFs. LÄS MER

  3. 3. Analysing User Viewing Behaviour in Video Streaming Services

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

    Författare :Ioannis Markou; [2021]
    Nyckelord :log analysis; user viewing demand; over the top; proactive resource scaling; time series forecasting; log analys; användarens visningsbehov; streamingtjänster; proaktiv resursskalning; videostreaming; prognoser av tidsserier;

    Sammanfattning : The user experience offered by a video streaming service plays a fundamental role in customer satisfaction. This experience can be degraded by poor playback quality and buffering issues. These problems can be caused by a user demand that is higher than the video streaming service capacity. LÄS MER

  4. 4. Adaptive Algorithm for Forecasting of Medium-term District Heating Demand

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

    Författare :Jonathan Jan; [2021]
    Nyckelord :;

    Sammanfattning : District heating is one of the most sustainable ways of producing and distributing heat to residential and industrial buildings. District heating load forecasting in the medium- to long-term have an important role in production planning and the strategic development of the district heating market. LÄS MER

  5. 5. Improvement potential for fuel planning optimization using BoFiT

    Master-uppsats, KTH/Kraft- och värmeteknologi

    Författare :Jarturun Sukthong; [2021]
    Nyckelord :District heating; fuel management; optimization;

    Sammanfattning : In 2018, Stockholm Exergi, the largest district heating producer in Stockholm, used around 36% of imported fuel from other countries. With a large amount of imported fuel, fuel management is taking a vital part for Stockholm Exergi to ensure district heating supply stability. LÄS MER