Essays about: "Production Forecasting"

Showing result 16 - 20 of 127 essays containing the words Production Forecasting.

  1. 16. A Comparison of Statistical Methods to Generate Short-Term Probabilistic Forecasts for Wind Power Production Purposes in Iceland

    University essay from Uppsala universitet/Luft-, vatten- och landskapslära

    Author : Arnór Tumi Jóhannsson; [2022]
    Keywords : Wind power; Iceland; Atmospheric Boundary Layer; atmospheric stability; probabilistic forecasting; Machine Learning; Quantile Regression Forest; Vindkraft; Island; gränsskikt; atmosfärisk stabilitet; probabilistisk prognos; Machine Learning; Quantile Regression Forest;

    Abstract : Accurate forecasts of wind speed and power production are of great value for wind power producers. In Southwest Iceland, wind power installations are being planned by various entities. READ MORE

  3. 17. After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening

    University essay from Lunds universitet/Produktionsekonomi

    Author : Artur Jusopov; Arian Marofkhani; [2022]
    Keywords : Forecasting; Intermittent Demand; Spare Parts; After-Market; Crostons; Exponential Smoothing; Hierarchical Forecasting; Technology and Engineering;

    Abstract : Title: After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening. Authors: Arian Marofkhani and Artur Jusopov Supervisors: Professor Gudrun Kiesmüller, Lund University, Faculty of Engineering, Division of Production Management. Macarena Ribalta, Planning & Logistics Manager, Sandvik Stationary Crushing & Screening. READ MORE

  4. 18. Multivariate Time series Forecasting with applied Machine Learning on Electrical signals from High-Voltage Direct Current Equipment - Valve Cooling System

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Carolina Nilsson; [2022]
    Keywords : Machine Learning; LSTM; XGBoost; Forecast; HVDC; Valve Cooling System;

    Abstract : In a sustainable society, utilizing intermittent renewable power plants is an important building block for achieving green power production. However, the power production from these sources, e.g. READ MORE

  5. 19. Exploring Machine Learning Techniques for Short-Term Wind Power Forecasting of Multiple  Wind Parks

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Alexis Tubulekas; [2022]
    Keywords : ;

    Abstract : Wind power is a renewable energy source that is growing rapidly globally. A disadvantage of wind power is its uncertainty as the energy output can vary greatly, a consequence of the stochastic nature of the wind. Accurate forecasts of wind power production can mitigate the problem of uncertainty. READ MORE

  6. 20. Improve Sustainability Performance of a Global Supply Chain : Proposal of LARGS framework and case study in Airinum

    University essay from KTH/Hållbar produktionsutveckling (ML)

    Author : Kei Sam Cheong; [2022]
    Keywords : LARGS; lean agile resilient green sustainable; supply chain management; SCM; carbon emission; LCA; sustainability performance; pandemic;

    Abstract : Leanness, agility, resilience, greenness, and sustainability of a supply chain are critical factors that organizations have to consider to increase the competitiveness of their supply chain. Lean & Green (L&G) practices have been proven to enhance performance related to sustainability when deployed. READ MORE