Sökning: "Mohamed Elhafiz Hassan"

Hittade 1 uppsats innehållade orden Mohamed Elhafiz Hassan.

  1. 1. Power Plant Operation Optimization : Unit Commitment of Combined Cycle Power Plants Using Machine Learning and MILP

    Master-uppsats,

    Författare :Mohamed Elhafiz Hassan; [2019]
    Nyckelord :Unit Commitment; Economic Dispatch; Forecasting; Machine Learning; Mixed Integer Linear Programming; Optimization; Electricity prices; Electricity markets; Time series;

    Sammanfattning : In modern days electric power systems, the penetration of renewable resources and the introduction of free market principles have led to new challenges facing the power producers and regulators. Renewable production is intermittent which leads to fluctuations in the grid and requires more control for regulators, and the free market principle raises the challenge for power plant producers to operate their plants in the most profitable way given the fluctuating prices. LÄS MER