Stochastic Optimization of Economic Dispatch With Wind and Photovoltaic Energy Using the Nested Sparse Grid-Based Stochastic Collocation Method

Stochastic Optimization of Economic Dispatch With Wind and Photovoltaic Energy Using the Nested Sparse Grid-Based Stochastic Collocation Method

Due to the increasing uncertainty brought about by renewable energy, conventional deterministic dispatch approaches have not been very applicative. This paper investigates a nested sparse grid-based stochastic collocation method (NS-SCM) as a possible solution for stochastic economic dispatch (SED)...

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Bibliographic Details
Main Authors: Zhilin Lu, Mingbo Liu, Wentian Lu, Zhuoming Deng
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Stochastic optimization
economic dispatch
generalized polynomial chaos
stochastic collocation method
Gauss-Hermite quadrature
sparse grid
Online Access:https://ieeexplore.ieee.org/document/8755985/

Internet

https://ieeexplore.ieee.org/document/8755985/

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