Wind farm selection and transmission line expansion planning based on the portfolio theory

Akinari Umeya; Kazuaki Iwamura; Yosuke Nakanishi

doi:10.1109/iEECON53204.2022.9741638

Wind farm selection and transmission line expansion planning based on the portfolio theory

Akinari Umeya, Kazuaki Iwamura, Yosuke Nakanishi

Graduate School of Environment and Energy Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The sites of a wind farms and transmission lines should be selected effectively during the planning of large-scale wind power generators. In this study, the sites of wind farms were selected by a portfolio selection method and transmission line expansions were optimized by a genetic algorithm. The portfolio selection method was used to determine the minimum risk for the generated power, and a genetic algorithm was used to further optimize the cost consideration. The proposed methods were able to find the appropriate wind farm locations that maximized the power generation at the minimal transmission expansion cost.

Original language	English
Title of host publication	Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665402064
DOIs	https://doi.org/10.1109/iEECON53204.2022.9741638
Publication status	Published - 2022
Event	2022 International Electrical Engineering Congress, iEECON 2022 - Khon Kaen, Thailand Duration: 2022 Mar 9 → 2022 Mar 11

Publication series

Name	Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022

Conference

Conference	2022 International Electrical Engineering Congress, iEECON 2022
Country/Territory	Thailand
City	Khon Kaen
Period	22/3/9 → 22/3/11

Keywords

genetic algorithm
geographical information
portfolio selection
transmission line planning
wind farm
wind farm selection

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Signal Processing
Electrical and Electronic Engineering
Instrumentation

Access to Document

10.1109/iEECON53204.2022.9741638

Cite this

Umeya, A., Iwamura, K., & Nakanishi, Y. (2022). Wind farm selection and transmission line expansion planning based on the portfolio theory. In Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022 (Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/iEECON53204.2022.9741638

Wind farm selection and transmission line expansion planning based on the portfolio theory. / Umeya, Akinari; Iwamura, Kazuaki; Nakanishi, Yosuke.
Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Umeya, A, Iwamura, K & Nakanishi, Y 2022, Wind farm selection and transmission line expansion planning based on the portfolio theory. in Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022. Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022, Institute of Electrical and Electronics Engineers Inc., 2022 International Electrical Engineering Congress, iEECON 2022, Khon Kaen, Thailand, 22/3/9. https://doi.org/10.1109/iEECON53204.2022.9741638

Umeya A, Iwamura K, Nakanishi Y. Wind farm selection and transmission line expansion planning based on the portfolio theory. In Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022). doi: 10.1109/iEECON53204.2022.9741638

Umeya, Akinari ; Iwamura, Kazuaki ; Nakanishi, Yosuke. / Wind farm selection and transmission line expansion planning based on the portfolio theory. Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (Proceedings of the 2022 International Electrical Engineering Congress, iEECON 2022).

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Wind farm selection and transmission line expansion planning based on the portfolio theory

Abstract

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Conference

Keywords

ASJC Scopus subject areas

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