Sökning: "demand forecasting"

Visar resultat 11 - 15 av 219 uppsatser innehållade orden demand forecasting.

  1. 11. 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. 12. Are Distributed Representations in Neural Networks More Robust Against Malicious Fooling Attacks

    Magister-uppsats, Högskolan Dalarna/Institutionen för information och teknik

    Författare :Nida Sardar; Sundas Khan; [2023]
    Nyckelord :Adversarial attacks; Information Smearedness; Artificial Neural Networks; Information Relay; Dropout; Fast Gradient Sign Method;

    Sammanfattning : A plethora of data from sources like IoT, social websites, health, business, and many more have revolutionized the digital world in recent years. To make effective use of data for any sort of analysis, prediction, or automation of applications, the demand for machine learning and artificial intelligence has grown over time. LÄS MER

  4. 13. Towards a Stochastic Operation of Switzerland’s Power Grid

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

    Författare :Alban Maury; [2023]
    Nyckelord :Monte-Carlo simulations; probabilistic forecasting; copula theory; power flow analysis; Monte Carlo-simuleringar; probabilistiska prognoser; kopulateori; analys av energiflöden;

    Sammanfattning : As Europe’s power production becomes increasingly reliant on intermittent renewable energy sources, uncertainties are likely to arise in power generation plans. Similarly, with the growing prevalence of electric vehicles, electric demand is also becoming more uncertain. LÄS MER

  5. 14. Forecasting of Heat Pump Power Consumption using Neural Networks

    Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för reglerteknik

    Författare :Gustav Warnström; Johan Fant; [2023]
    Nyckelord :Technology and Engineering;

    Sammanfattning : With the increase in electricity generation from renewable sources over recent years, the demand for ancillary services providing balancing support in the grid has risen. Demand side regulation can be performed by regulating consumption of some household devices, which can act as a virtual battery that can be loaded and unloaded into the grid. LÄS MER

  7. 15. Improvement of a longterm energy demand forecasting model on a European scale, from data collection to modelling

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

    Författare :Kévin Retailleau; [2023]
    Nyckelord :Energy demand forecasting; simulation model; energy data collection; multi-country modelling; Prognoser för energiefterfrågan; simuleringsmodell; insamling av energidata; modellering för flera länder;

    Sammanfattning : Energy demand forecasting has been more vital in recent years with countries setting goals to become climate neutral by 2050. Indeed, energy demand forecasting allows the understanding of drivers of the energy demand in all sectors of the economy. It also allows the planning of transformation of the future energy system. LÄS MER