Operation Planning of Wind Farms with Pumped Storage Plants Based on Interval Type-2 Fuzzy Modeling of Uncertainties

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

SIAHKALI H.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: JOURNAL OF OPERATION AND AUTOMATION IN POWER ENGINEERING Year:2020 | Volume:8 | Issue:3 Page(s): 182-194

Download Full-Text

View:

Download:

Cites:

Information Journal Paper

Title

Operation Planning of Wind Farms with Pumped Storage Plants Based on Interval Type-2 Fuzzy Modeling of Uncertainties

Author(s)

SIAHKALI H. | Issue Writer Certificate

Keywords

Pumped storage plant

Type-2 fuzzy sets

Unit commitment

Wind power uncertainty

Abstract

The operation planning problem encounters several uncertainties in terms of the power system’ s parameters such as load, operating reserve and wind power generation. The modeling of those uncertainties is an important issue in power system operation. The system operators can implement different approaches to manage these uncertainties such as stochastic and fuzzy methods. In this paper, new fuzzy based modeling approach is implemented to develop the new formulation of power system problems under an uncertain environment with energy storage systems. Interval type-2 fuzzy membership function (MF) is implemented to model the uncertainty of available wind power generation and the type-1 fuzzy MF is used to model the other parameters in weekly Unit commitment (UC) problem. The proposed approach is applied to two different test systems which have conventional generating units, wind farms and Pumped storage plants to consider differences between the type-1 and type-2 fuzzy approaches for uncertainty modeling. The results show that the total profit of UC problem using type-2 fuzzy MF is better than type-1 fuzzy MF.

Multimedia

No record.

Cites

No record.

References

No record.

Cite

APA: Copy

SIAHKALI, H.. (2020). Operation Planning of Wind Farms with Pumped Storage Plants Based on Interval Type-2 Fuzzy Modeling of Uncertainties. JOURNAL OF OPERATION AND AUTOMATION IN POWER ENGINEERING, 8(3), 182-194. SID. https://sid.ir/paper/976092/en

Vancouver: Copy

SIAHKALI H.. Operation Planning of Wind Farms with Pumped Storage Plants Based on Interval Type-2 Fuzzy Modeling of Uncertainties. JOURNAL OF OPERATION AND AUTOMATION IN POWER ENGINEERING[Internet]. 2020;8(3):182-194. Available from: https://sid.ir/paper/976092/en

IEEE: Copy

H. SIAHKALI, “Operation Planning of Wind Farms with Pumped Storage Plants Based on Interval Type-2 Fuzzy Modeling of Uncertainties,” JOURNAL OF OPERATION AND AUTOMATION IN POWER ENGINEERING, vol. 8, no. 3, pp. 182–194, 2020, [Online]. Available: https://sid.ir/paper/976092/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops