A Comparative Study of Deterministic Unit Commitment and Probabilistic Unit Commitment

被引：0

作者：

Zhou, Gang ^{[1
]}

Zhang, Kaifeng ^{[1
]}

Yuan, Kun ^{[1
]}

Li, Dawei ^{[1
]}

Ding, Qia ^{[2
]}

Xie, Lirong ^{[2
]}

Wu, Shuomin ^{[1
]}

机构：

[1] Southeast Univ, CSE Sch Automat, Key Lab Measurement & Control, Nanjing, Jiangsu, Peoples R China

[2] NARI Grp Corp, Nanjing, Jiangsu, Peoples R China

来源：

PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY AND ENVIRONMENTAL TECHNOLOGY (ICREET 2016) | 2017年 / 112卷

关键词：

Deterministic unit commitment; Probability unit commitment; Irregular distribution of wind power; Wind scenarios; Scenarios check;

D O I：

暂无

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

According to the influence of wind power integration on the security and stability of power system, deterministic unit commitment is currently used to economic dispatch, which takes reserve capacities to cope with the wind power fluctuation. Compared with the traditional deterministic unit commitment, this paper adopts the scenario-based method to build the probabilistic unit commitment model. A method of wind irregular probabilistic distribution model based on "wind speed-wind power" relationship is proposed to describe the uncertainty of wind power with multiple scenarios. The paper has deeply research on the similarities and differences of deterministic unit commitment and probabilistic unit commitment, and analyzes the influence of two scheduling schemes on the system operation cost, solving efficiency and the ability of system acceptance wind power, respectively. A modified IEEE 118-bus test system is used to make simulation and verification, comparison results of two method provide strong technical support for the engineering community to the operation of probabilistic unit commitment.

引用

页码：99 / 107

页数：9

共 50 条

[1] Unit commitment with probabilistic reserve
Chattopadbyay, D
Baldick, R
2002 IEEE POWER ENGINEERING SOCIETY WINTER MEETING, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2002, : 280 - 285
[2] PROBABILISTIC ASSESSMENT OF HYDROTHERMAL UNIT COMMITMENT
TONG, SK
SHAHIDEHPOUR, SM
INFORMATION AND DECISION TECHNOLOGIES, 1991, 17 (03): : 169 - 187
[3] A deterministic optimization approach for the unit commitment problem
Marcovecchio, Marian G.
Novais, Augusto Q.
Grossmann, Ignacio E.
21ST EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2011, 29 : 532 - 536
[4] Comparative Study of Stochastic Unit Commitment and Security-Constrained Unit Commitment Using High Performance Computing
Papavasiliou, Anthony
Oren, Shmuel S.
2013 EUROPEAN CONTROL CONFERENCE (ECC), 2013, : 2507 - 2512
[5] Unit commitment with probabilistic reserve: An IPSO approach
Lee, Tsung-Ying
Chen, Chun-Lung
ENERGY CONVERSION AND MANAGEMENT, 2007, 48 (02) : 486 - 493
[6] Probabilistic unit commitment with wind farms considerations
Hosseini, Seyed Hamid
Abbasi, Ehsan
2007 LARGE ENGINEERING SYSTEMS CONFERENCE ON POWER ENGINEERING, 2007, : 72 - 76
[7] Probabilistic unit commitment under a deregulated market
Valenzuela, J
Mazumdar, M
NEXT GENERATION OF ELECTRIC POWER UNIT COMMITMENT MODELS, 2001, 36 : 139 - 152
[8] Deterministic proxies for stochastic unit commitment during hurricanes
Mohammadi, Farshad
Jafarishiadeh, Fatemehalsadat
Xue, Jiayue
Sahraei-Ardakani, Mostafa
Ou, Ge
IET GENERATION TRANSMISSION & DISTRIBUTION, 2021, 15 (08) : 1357 - 1370
[9] A deterministic method for the unit commitment problem in power systems
Zheng, Haiyan
Jian, Jinbao
Yang, Linfeng
Loan, Ran
COMPUTERS & OPERATIONS RESEARCH, 2016, 66 : 241 - 247
[10] UNIT COMMITMENT
KERR, RH
SCHEIDT, JL
FONTANA, AJ
WILEY, JK
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1966, PA85 (05): : 417 - &

← 1 2 3 4 5 →