Essays about: "demand forecast"

Showing result 26 - 30 of 149 essays containing the words demand forecast.

  1. 26. Forecasting Electricity Prices for Intraday Markets with Machine Learning : An exploratory comparison of the state of the art

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

    Author : Panagiotis-Christos Kotsias; [2022]
    Keywords : Electricity Trading; Intraday Market; Price Forecasting; Machine Learning; Elhandel; Intradagsmarknad; Prisprognoser; Maskininlärning;

    Abstract : Electricity needs to be consumed when it is produced, making sure that supply closely meets demand at all times. To account for the rapidly changing operational status and the need for increasing the flexibility of power systems, financial instruments have been put in place creating markets where electricity is traded as a commodity across different time frames; from months or days to minutes before, or even after, planned delivery. READ MORE

  3. 27. Inventory control of intermediatestorage in the steel industry:analysis of forecasting accuracyand erroneous products : Case study on SSAB, Oxelösund

    University essay from Karlstads universitet

    Author : Damian Mon Ke; [2022]
    Keywords : forecasting; forecasting accuracy; inventory control; simulation; discrete event simulation; data analysis;

    Abstract : The case study has been carried out at SSAB Oxelösund, where a major project is on the way to improve the system support for substance planning, to ensure that the right products are actually produced. Purpose: The purpose of this thesis is to analyze inventory control in intermediate storage within steel industry with data-driven methods and simulation. READ MORE

  4. 28. High Frequency Demand Forecasting : The Case of a Swedish Pharmacy Retailer

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

    Author : Aban Saleem; [2022]
    Keywords : Retail; Forecast; Pharmacy; SARIMA; Holt-Winter’s method; Facebook Prophet; high-frequency; Retail; Prognos; Pharmacy; SARIMA; Holt-Winter’s metod; Face- book Prophet; hög frekvens;

    Abstract : Predicting future sales can bring many advantages to retailers with regards to organizational performance. Using big data to make accurate forecasts can enable retailer to improve their operational performance and profitability substantially by reducing lost sales, inventory levels and labor costs. READ MORE

  5. 29. Development of Typical Load Profiles on residential electricity consumption using attribute data on electric vehicles, heating systems and fuse sizes

    University essay from Uppsala universitet/Industriell teknik

    Author : Aikaterini Manousidou; Martina Lundberg; [2022]
    Keywords : Typical Load Profiles; electric vehicles; load curves; smart grid; electrification; Velander formula;

    Abstract : It is time to phase out fossil fuels and invest our efforts in green energy production through a major restructuring of the energy system. At the same time, more people are acquiring electric vehicles (EVs), thus creating a higher demand of electricity, and solar panels, allowing the consumer to also be a micro-producer. READ MORE

  6. 30. Probabilistic Forecast of Time Series with Transformers and Normalizing Flows

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Seema Negi; [2021]
    Keywords : ;

    Abstract : Today, machine learning has many applications and is used in different fields and industries. One of its applications is demand forecasting. Future demands play a vital role in any industry. It can help the organization from planning to making the stock levels available to the customer when required. READ MORE