Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard

Wei Tian; Maohua Shan; Runzhao Lu; Yiting Xu; Tao Ding

doi:10.1109/iSPEC48194.2019.8974953

Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard

Wei Tian
, Maohua Shan
, Runzhao Lu
, Yiting Xu
, Tao Ding

School of Electrical Engineering

State Grid Corporation of China
Xi'an Jiaotong University

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

1 Scopus citations

Abstract

To cope with the energy crisis, environmental pollution and global warming problem, the efficient mandatory policy has always been sought for Chinese government to promote renewable energy development rapidly and sustainably. Resolving this crisis has provided an opportunity for the development of Renewable Portfolio Standard (RPS), which indicates that the share of renewable energy in total energy consumption must satisfy a certain ratio determined by laws. Thus, the RPS has superiority in accommodation of renewable energy. This paper establishes a new unit commitment model considering the RPS where the uncertainties from renewable energy are modeled by the probabilistic distribution function. The effectiveness and the validity of the proposed new unit commitment model are verified using numerical examples based on a real local power grid in China.

Original language	English
Title of host publication	iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference
Subtitle of host publication	Grid Modernization for Energy Revolution, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1401-1405
Number of pages	5
ISBN (Electronic)	9781728149301
DOIs	https://doi.org/10.1109/iSPEC48194.2019.8974953
State	Published - Nov 2019
Event	2019 IEEE Sustainable Power and Energy Conference, iSPEC 2019 - Beijing, China Duration: 21 Nov 2019 → 23 Nov 2019

Publication series

Name	iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings

Conference

Conference	2019 IEEE Sustainable Power and Energy Conference, iSPEC 2019
Country/Territory	China
City	Beijing
Period	21/11/19 → 23/11/19

UN SDGs

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

SDG 7 Affordable and Clean Energy
SDG 12 Responsible Consumption and Production

Keywords

Renewable Portfolio Standard (RPS)
accommodation of renewable energy
unit commitment

Access to Document

10.1109/iSPEC48194.2019.8974953

Cite this

Tian, W., Shan, M., Lu, R., Xu, Y., & Ding, T. (2019). Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard. In iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings (pp. 1401-1405). Article 8974953 (iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/iSPEC48194.2019.8974953

Tian, Wei ; Shan, Maohua ; Lu, Runzhao et al. / Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard. iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 1401-1405 (iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings).

@inproceedings{8929e9b84e234d24819f302bb25d03b8,

title = "Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard",

abstract = "To cope with the energy crisis, environmental pollution and global warming problem, the efficient mandatory policy has always been sought for Chinese government to promote renewable energy development rapidly and sustainably. Resolving this crisis has provided an opportunity for the development of Renewable Portfolio Standard (RPS), which indicates that the share of renewable energy in total energy consumption must satisfy a certain ratio determined by laws. Thus, the RPS has superiority in accommodation of renewable energy. This paper establishes a new unit commitment model considering the RPS where the uncertainties from renewable energy are modeled by the probabilistic distribution function. The effectiveness and the validity of the proposed new unit commitment model are verified using numerical examples based on a real local power grid in China.",

keywords = "Renewable Portfolio Standard (RPS), accommodation of renewable energy, unit commitment",

author = "Wei Tian and Maohua Shan and Runzhao Lu and Yiting Xu and Tao Ding",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE Sustainable Power and Energy Conference, iSPEC 2019 ; Conference date: 21-11-2019 Through 23-11-2019",

year = "2019",

month = nov,

doi = "10.1109/iSPEC48194.2019.8974953",

language = "英语",

series = "iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings",

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

pages = "1401--1405",

booktitle = "iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference",

}

Tian, W, Shan, M, Lu, R, Xu, Y & Ding, T 2019, Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard. in iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings., 8974953, iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 1401-1405, 2019 IEEE Sustainable Power and Energy Conference, iSPEC 2019, Beijing, China, 21/11/19. https://doi.org/10.1109/iSPEC48194.2019.8974953

Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard. / Tian, Wei; Shan, Maohua; Lu, Runzhao et al.
iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. p. 1401-1405 8974953 (iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings).

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

TY - GEN

T1 - Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard

AU - Tian, Wei

AU - Shan, Maohua

AU - Lu, Runzhao

AU - Xu, Yiting

AU - Ding, Tao

PY - 2019/11

Y1 - 2019/11

N2 - To cope with the energy crisis, environmental pollution and global warming problem, the efficient mandatory policy has always been sought for Chinese government to promote renewable energy development rapidly and sustainably. Resolving this crisis has provided an opportunity for the development of Renewable Portfolio Standard (RPS), which indicates that the share of renewable energy in total energy consumption must satisfy a certain ratio determined by laws. Thus, the RPS has superiority in accommodation of renewable energy. This paper establishes a new unit commitment model considering the RPS where the uncertainties from renewable energy are modeled by the probabilistic distribution function. The effectiveness and the validity of the proposed new unit commitment model are verified using numerical examples based on a real local power grid in China.

AB - To cope with the energy crisis, environmental pollution and global warming problem, the efficient mandatory policy has always been sought for Chinese government to promote renewable energy development rapidly and sustainably. Resolving this crisis has provided an opportunity for the development of Renewable Portfolio Standard (RPS), which indicates that the share of renewable energy in total energy consumption must satisfy a certain ratio determined by laws. Thus, the RPS has superiority in accommodation of renewable energy. This paper establishes a new unit commitment model considering the RPS where the uncertainties from renewable energy are modeled by the probabilistic distribution function. The effectiveness and the validity of the proposed new unit commitment model are verified using numerical examples based on a real local power grid in China.

KW - Renewable Portfolio Standard (RPS)

KW - accommodation of renewable energy

KW - unit commitment

UR - https://www.scopus.com/pages/publications/85079503696

U2 - 10.1109/iSPEC48194.2019.8974953

DO - 10.1109/iSPEC48194.2019.8974953

M3 - 会议稿件

AN - SCOPUS:85079503696

T3 - iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings

SP - 1401

EP - 1405

BT - iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE Sustainable Power and Energy Conference, iSPEC 2019

Y2 - 21 November 2019 through 23 November 2019

ER -

Tian W, Shan M, Lu R, Xu Y, Ding T. Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard. In iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. p. 1401-1405. 8974953. (iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings). doi: 10.1109/iSPEC48194.2019.8974953

Stochastic Unit Commitment to Accommodate Renewable Energy with Renewable Portfolio Standard

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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