Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm

Bo Feng; Hongyu Yang; Qingrun Yang; Tao Ding; Haixiang Zang

doi:10.1109/ISGT-Asia.2019.8881111

Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm

Bo Feng
, Hongyu Yang
, Qingrun Yang
, Tao Ding
, Haixiang Zang

School of Electrical Engineering

State Grid Lianyungang Electric Power Supply Company
Xi'an Jiaotong University
Hohai University

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

3 Scopus citations

Abstract

In recent years, microgirds (MGs) have gained sustained attractions among the researches. The economic dispatch is one of the most important topics of the MGs. For the fast real-time dispatch, the number of time periods may become larger and the computational complexity will rapidly increase. To handle this issue, a parallel algorithm for the multi-period economic dispatch of the MGs is proposed in this paper, which can decompose the original problem into several small-scale sub-problems that can be efficiently solved in parallel. Moreover, the model is designed in a stochastic scheme to handle the uncertainty of renewable energy sources (RES) output. Case studies verify the effectiveness of the proposed parallel algorithm.

Original language	English
Title of host publication	2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	3185-3189
Number of pages	5
ISBN (Electronic)	9781728135205
DOIs	https://doi.org/10.1109/ISGT-Asia.2019.8881111
State	Published - May 2019
Event	2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019 - Chengdu, China Duration: 21 May 2019 → 24 May 2019

Publication series

Name	2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019

Conference

Conference	2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019
Country/Territory	China
City	Chengdu
Period	21/05/19 → 24/05/19

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Economic dispatch
microgrid
parallel algorithm
stochastic method

Access to Document

10.1109/ISGT-Asia.2019.8881111

Cite this

Feng, B., Yang, H., Yang, Q., Ding, T., & Zang, H. (2019). Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm. In 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019 (pp. 3185-3189). Article 8881111 (2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISGT-Asia.2019.8881111

Feng, Bo ; Yang, Hongyu ; Yang, Qingrun et al. / Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm. 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 3185-3189 (2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019).

@inproceedings{14ec028bf2cb4089b2d6701b832d6bcf,

title = "Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm",

abstract = "In recent years, microgirds (MGs) have gained sustained attractions among the researches. The economic dispatch is one of the most important topics of the MGs. For the fast real-time dispatch, the number of time periods may become larger and the computational complexity will rapidly increase. To handle this issue, a parallel algorithm for the multi-period economic dispatch of the MGs is proposed in this paper, which can decompose the original problem into several small-scale sub-problems that can be efficiently solved in parallel. Moreover, the model is designed in a stochastic scheme to handle the uncertainty of renewable energy sources (RES) output. Case studies verify the effectiveness of the proposed parallel algorithm.",

keywords = "Economic dispatch, microgrid, parallel algorithm, stochastic method",

author = "Bo Feng and Hongyu Yang and Qingrun Yang and Tao Ding and Haixiang Zang",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019 ; Conference date: 21-05-2019 Through 24-05-2019",

year = "2019",

month = may,

doi = "10.1109/ISGT-Asia.2019.8881111",

language = "英语",

series = "2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "3185--3189",

booktitle = "2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019",

}

Feng, B, Yang, H, Yang, Q, Ding, T & Zang, H 2019, Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm. in 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019., 8881111, 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019, Institute of Electrical and Electronics Engineers Inc., pp. 3185-3189, 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019, Chengdu, China, 21/05/19. https://doi.org/10.1109/ISGT-Asia.2019.8881111

Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm. / Feng, Bo; Yang, Hongyu; Yang, Qingrun et al.
2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 3185-3189 8881111 (2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019).

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

TY - GEN

T1 - Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm

AU - Feng, Bo

AU - Yang, Hongyu

AU - Yang, Qingrun

AU - Ding, Tao

AU - Zang, Haixiang

PY - 2019/5

Y1 - 2019/5

N2 - In recent years, microgirds (MGs) have gained sustained attractions among the researches. The economic dispatch is one of the most important topics of the MGs. For the fast real-time dispatch, the number of time periods may become larger and the computational complexity will rapidly increase. To handle this issue, a parallel algorithm for the multi-period economic dispatch of the MGs is proposed in this paper, which can decompose the original problem into several small-scale sub-problems that can be efficiently solved in parallel. Moreover, the model is designed in a stochastic scheme to handle the uncertainty of renewable energy sources (RES) output. Case studies verify the effectiveness of the proposed parallel algorithm.

AB - In recent years, microgirds (MGs) have gained sustained attractions among the researches. The economic dispatch is one of the most important topics of the MGs. For the fast real-time dispatch, the number of time periods may become larger and the computational complexity will rapidly increase. To handle this issue, a parallel algorithm for the multi-period economic dispatch of the MGs is proposed in this paper, which can decompose the original problem into several small-scale sub-problems that can be efficiently solved in parallel. Moreover, the model is designed in a stochastic scheme to handle the uncertainty of renewable energy sources (RES) output. Case studies verify the effectiveness of the proposed parallel algorithm.

KW - Economic dispatch

KW - microgrid

KW - parallel algorithm

KW - stochastic method

UR - https://www.scopus.com/pages/publications/85074924323

U2 - 10.1109/ISGT-Asia.2019.8881111

DO - 10.1109/ISGT-Asia.2019.8881111

M3 - 会议稿件

AN - SCOPUS:85074924323

T3 - 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019

SP - 3185

EP - 3189

BT - 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019

Y2 - 21 May 2019 through 24 May 2019

ER -

Feng B, Yang H, Yang Q, Ding T, Zang H. Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm. In 2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 3185-3189. 8881111. (2019 IEEE PES Innovative Smart Grid Technologies Asia, ISGT 2019). doi: 10.1109/ISGT-Asia.2019.8881111

Multi-Period Stochastic Economic Dispatch of Microgrid Considering Renewable Energy Uncertainty Using Parallel Algorithm

Abstract

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UN SDGs

Keywords

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