Essays about: "demand forecast"

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

  1. 1. Sales Forecasting of Truck Components using Neural Networks

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Yeshwanth Reddy Gaddam; [2020]
    Keywords : Sales forecasting; Artificial Neural Networks; Long Short Term Memory; Multilayer Perceptron; Recurrent Neural Network.;

    Abstract : Background: Sales Forecasting plays a substantial role in identifying the sales trends of products for the future era in any organization. These forecasts are also important for determining the profitable retail operations to meet customer demand, maintain storage levels and to identify probable losses. READ MORE

  2. 2. Dispatch Optimizer for Concentrated Solar Power Plants

    University essay from Uppsala universitet/Byggteknik och byggd miljö

    Author : Gilda Miranda; [2020]
    Keywords : Concentrated Solar Power; optimization; dispatch; thermal energy storage;

    Abstract : Concentrating solar power (CSP) plant is a promising technology that exploits direct normal irradiation (DNI) from the sun to be converted into thermal energy in the solar field. One of the advantages of CSP technology is the possibility to store thermal energy in thermal energy storage (TES) for later production of electricity. READ MORE

  3. 3. Enhancement of in- and outbound logistics flows : A case study at Dagab Inköp & Logistik AB

    University essay from Jönköping University/IHH, Centre of Logistics and Supply Chain Management (CeLS)Jönköping University/Hälsohögskolan; Jönköping University/IHH, Centre of Logistics and Supply Chain Management (CeLS)

    Author : Abdelrahman Audi; Yonis Raage; [2020]
    Keywords : CPFR; ERP Systems; Demand Management; Lean; Logistical Flows; Logistics Purchasing;

    Abstract : Background: In today's competitive and dynamic market, companies are trying to find new ways of changing their warehousing and logistics operations to increase the value for customers. Inbound and outbound logistics flows are key channels within warehouses as these encompass activities such as planning and scheduling which align with the flow of goods between enterprises and external associates, i. READ MORE

  4. 4. Forecasting the Regulating Price in the Finnish Energy Market using the Multi-Horizon Quantile Recurrent Neural Network

    University essay from Lunds universitet/Matematisk statistik

    Author : Thomas Hamfelt; [2020]
    Keywords : Energy; Finland; Regulating market; Balancing market; Deep learning; Quantile regression; Time series analysis.; Mathematics and Statistics;

    Abstract : In recent years there has been a large increase in available data from the electric grid in Finland. The availability of both operational as well as financial data enables exploration of forecasting energy prices using deep learning techniques. READ MORE

  5. 5. Improving sales forecast accuracy for restaurants

    University essay from Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Institutionen för datavetenskap

    Author : Rickard Adolfsson; Eric Andersson; [2019]
    Keywords : ;

    Abstract : Data mining and machine learning techniques are becoming more popular in helping companies with decision-making, due to these processes’ ability to automatically search through very large amounts of data and discover patterns that can be hard to see with human eyes. Onslip is one of the companies looking to achieve more value from its data. READ MORE