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Comparison of Different Methods in Stochastic Power Flow with Correlated Wind Power Generation
- Source :
- IFAC-PapersOnLine. 51:67-72
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- As increasing penetration of renewable energy, stochastic power flow method becomes an essential tool to analyze the randomness and variation in power system. Conventional methods cannot count in the correlation between input random variables, which will lead to obvious error in most cases. Consequently, it’s necessary to study enhanced methods, and also conduct comparisons among them to provide criteria for method selection. This paper builds up the basic frame of stochastic power flow methods considering correlation and compares them, especially two typical cumulant methods in aspects of accuracy, efficiency and complexity. Useful conclusions are obtained for further study and application.
- Subjects :
- Mathematical optimization
Computer science
business.industry
020209 energy
020208 electrical & electronic engineering
Frame (networking)
02 engineering and technology
Renewable energy
Electric power system
Power flow
Control and Systems Engineering
0202 electrical engineering, electronic engineering, information engineering
business
Random variable
Cumulant
Randomness
Subjects
Details
- ISSN :
- 24058963
- Volume :
- 51
- Database :
- OpenAIRE
- Journal :
- IFAC-PapersOnLine
- Accession number :
- edsair.doi...........cf8b22aa1cfae15d0c1ef21a17786e82
- Full Text :
- https://doi.org/10.1016/j.ifacol.2018.11.679