Open AccessUncertainty Analysis in the Power Grid Operation with Renewable Energy Generations
Author(s) -
M. Fei,
Juner Zhu
Publication year - 2021
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/701/1/012069
Subject(s) - renewable energy , intermittent energy source , wind power , grid parity , distributed generation , computer science , grid , base load power plant , electric power system , pumped storage hydroelectricity , solar power , environmental economics , power (physics) , reliability engineering , electrical engineering , environmental science , engineering , economics , mathematics , physics , geometry , quantum mechanics
The renewable energy sources such as wind power and solar energy are widely connected to the current power network. The proportion of the renewable resources to the entire energy sources in the power grid is increasing. Since wind power and solar energy are intermittent, which have more uncertain factors, power grid operation is being impacted by generation of the renewable energy sources. Especially in the area of power balance and dispatch. Severe power imbalance, which causes the huge frequency deviation, will lead to the stability of power system. Therefore, it is very important to deal with the uncertainties of renewable energy. The existing deterministic approaches are not sufficient to deal with the uncertain factors. This paper analyzes the effect of renewable energy uncertainties in power grid operation based on the fuzzy theory and probabilistic methods. The steady-state security analysis is taken as an example to handle renewable energy uncertainty in power grid operation.