Generating Synthetic Profiles of Onshore Wind Power for Power Flow Simulation on Power System

Yu Fujimoto; Seigo Furuya; Yasuhiro Hayashi; Tetsuya Osaka

doi:10.1061/(ASCE)EY.1943-7897.0000353

Generating Synthetic Profiles of Onshore Wind Power for Power Flow Simulation on Power System

Yu Fujimoto^*, Seigo Furuya, Yasuhiro Hayashi, Tetsuya Osaka

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

Abstract

An increased penetration of wind energy into the power system will lead to instability of local voltage and global frequency in Japan. Power flow simulation is a powerful tool for understanding the electrical behavior in the power system caused by wind energy; however, plausible and various wind power profiles are required to perform a meaningful simulation to evaluate the effect of wind generators. This paper proposes a procedure of generating synthetic wind power profiles that involve the plausible short-term fluctuation for a power flow simulation based on the spatial kriging method and the bootstrap method.

Original language	English
Article number	F4016001
Journal	Journal of Energy Engineering
Volume	143
Issue number	3
DOIs	https://doi.org/10.1061/(ASCE)EY.1943-7897.0000353
Publication status	Published - 2017 Jun 1

Keywords

Bootstrap method
Kriging
Onshore wind power
Short-term fluctuation
Synthetic profiles

ASJC Scopus subject areas

Civil and Structural Engineering
Renewable Energy, Sustainability and the Environment
Nuclear Energy and Engineering
Energy Engineering and Power Technology
Waste Management and Disposal

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1061/(ASCE)EY.1943-7897.0000353

Cite this

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abstract = "An increased penetration of wind energy into the power system will lead to instability of local voltage and global frequency in Japan. Power flow simulation is a powerful tool for understanding the electrical behavior in the power system caused by wind energy; however, plausible and various wind power profiles are required to perform a meaningful simulation to evaluate the effect of wind generators. This paper proposes a procedure of generating synthetic wind power profiles that involve the plausible short-term fluctuation for a power flow simulation based on the spatial kriging method and the bootstrap method.",

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AU - Fujimoto, Yu

AU - Furuya, Seigo

AU - Hayashi, Yasuhiro

AU - Osaka, Tetsuya

N1 - Funding Information: This work was partly supported by Development of Large-Scale Energy Storage System with High Safety and Cost Competitiveness from New Energy and Industrial Technology Development Organization (NEDO) Japan. Publisher Copyright: © 2016 American Society of Civil Engineers.

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N2 - An increased penetration of wind energy into the power system will lead to instability of local voltage and global frequency in Japan. Power flow simulation is a powerful tool for understanding the electrical behavior in the power system caused by wind energy; however, plausible and various wind power profiles are required to perform a meaningful simulation to evaluate the effect of wind generators. This paper proposes a procedure of generating synthetic wind power profiles that involve the plausible short-term fluctuation for a power flow simulation based on the spatial kriging method and the bootstrap method.

AB - An increased penetration of wind energy into the power system will lead to instability of local voltage and global frequency in Japan. Power flow simulation is a powerful tool for understanding the electrical behavior in the power system caused by wind energy; however, plausible and various wind power profiles are required to perform a meaningful simulation to evaluate the effect of wind generators. This paper proposes a procedure of generating synthetic wind power profiles that involve the plausible short-term fluctuation for a power flow simulation based on the spatial kriging method and the bootstrap method.

KW - Bootstrap method

KW - Kriging

KW - Onshore wind power

KW - Short-term fluctuation

KW - Synthetic profiles

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Generating Synthetic Profiles of Onshore Wind Power for Power Flow Simulation on Power System

Abstract

Keywords

ASJC Scopus subject areas

UN SDGs

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