A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization

De Zhang; Yuzheng Xie; Wenqiu Zou; Gengfeng Li; Qiming Yang; Mingqian Xu; Minghao Li

doi:10.1109/MEPE56451.2022.10146613

A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization

De Zhang
, Yuzheng Xie
, Wenqiu Zou
, Gengfeng Li
, Qiming Yang
, Mingqian Xu
, Minghao Li

电气工程学院

State Grid Corporation of China
Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

The generator start-up problem is a multi-stage, multi-constraint, multi-objective, nonlinear and discrete complex combinatorial optimization problem. Firstly, this paper considers four research objects of unit, grid, load and line, and puts forward four corresponding evaluation indicators. With the relevant constraints considered, the multi-objective generator start-up strategy model with preference is built. The r-NSGA-II algorithm that used in preference optimization theory is presented to optimize the multi-objective generator start-up model with preference. Finally, by comparing the optimal solution of multiple Pareto, the best unit recovery order and recovery line path are selected. The model and algorithm validity presented in this paper are verified by the test system.

源语言	英语
主期刊名	2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022
出版商	Institute of Electrical and Electronics Engineers Inc.
页	79-84
页数	6
ISBN（电子版）	9781665491280
DOI	https://doi.org/10.1109/MEPE56451.2022.10146613
出版状态	已出版 - 2022
活动	2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022 - Virtual, Online, 中国期限: 27 12月 2022 → 29 12月 2022

出版系列

姓名	2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022

会议

会议	2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022
国家/地区	中国
市	Virtual, Online
时期	27/12/22 → 29/12/22

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 7 经济适用的清洁能源

访问文件

10.1109/MEPE56451.2022.10146613

其它文件与链接

链接到 Scopus 的出版物

引用此

Zhang, D., Xie, Y., Zou, W., Li, G., Yang, Q., Xu, M., & Li, M. (2022). A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization. 在 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022 (页码 79-84). (2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MEPE56451.2022.10146613

Zhang, De ; Xie, Yuzheng ; Zou, Wenqiu 等. / A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization. 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022. Institute of Electrical and Electronics Engineers Inc., 2022. 页码 79-84 (2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022).

@inproceedings{2e5944e701814ff2a59282694ae169fd,

title = "A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization",

abstract = "The generator start-up problem is a multi-stage, multi-constraint, multi-objective, nonlinear and discrete complex combinatorial optimization problem. Firstly, this paper considers four research objects of unit, grid, load and line, and puts forward four corresponding evaluation indicators. With the relevant constraints considered, the multi-objective generator start-up strategy model with preference is built. The r-NSGA-II algorithm that used in preference optimization theory is presented to optimize the multi-objective generator start-up model with preference. Finally, by comparing the optimal solution of multiple Pareto, the best unit recovery order and recovery line path are selected. The model and algorithm validity presented in this paper are verified by the test system.",

keywords = "generator start-up sequence, preference multi-objective optimization, restoration path",

author = "De Zhang and Yuzheng Xie and Wenqiu Zou and Gengfeng Li and Qiming Yang and Mingqian Xu and Minghao Li",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022 ; Conference date: 27-12-2022 Through 29-12-2022",

year = "2022",

doi = "10.1109/MEPE56451.2022.10146613",

language = "英语",

series = "2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022",

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

pages = "79--84",

booktitle = "2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022",

}

Zhang, D, Xie, Y, Zou, W, Li, G, Yang, Q, Xu, M & Li, M 2022, A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization. 在 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022. 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022, Institute of Electrical and Electronics Engineers Inc., 页码 79-84, 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022, Virtual, Online, 中国, 27/12/22. https://doi.org/10.1109/MEPE56451.2022.10146613

A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization. / Zhang, De; Xie, Yuzheng; Zou, Wenqiu 等.
2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022. Institute of Electrical and Electronics Engineers Inc., 2022. 页码 79-84 (2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization

AU - Zhang, De

AU - Xie, Yuzheng

AU - Zou, Wenqiu

AU - Li, Gengfeng

AU - Yang, Qiming

AU - Xu, Mingqian

AU - Li, Minghao

PY - 2022

Y1 - 2022

N2 - The generator start-up problem is a multi-stage, multi-constraint, multi-objective, nonlinear and discrete complex combinatorial optimization problem. Firstly, this paper considers four research objects of unit, grid, load and line, and puts forward four corresponding evaluation indicators. With the relevant constraints considered, the multi-objective generator start-up strategy model with preference is built. The r-NSGA-II algorithm that used in preference optimization theory is presented to optimize the multi-objective generator start-up model with preference. Finally, by comparing the optimal solution of multiple Pareto, the best unit recovery order and recovery line path are selected. The model and algorithm validity presented in this paper are verified by the test system.

AB - The generator start-up problem is a multi-stage, multi-constraint, multi-objective, nonlinear and discrete complex combinatorial optimization problem. Firstly, this paper considers four research objects of unit, grid, load and line, and puts forward four corresponding evaluation indicators. With the relevant constraints considered, the multi-objective generator start-up strategy model with preference is built. The r-NSGA-II algorithm that used in preference optimization theory is presented to optimize the multi-objective generator start-up model with preference. Finally, by comparing the optimal solution of multiple Pareto, the best unit recovery order and recovery line path are selected. The model and algorithm validity presented in this paper are verified by the test system.

KW - generator start-up sequence

KW - preference multi-objective optimization

KW - restoration path

UR - https://www.scopus.com/pages/publications/85163783131

U2 - 10.1109/MEPE56451.2022.10146613

DO - 10.1109/MEPE56451.2022.10146613

M3 - 会议稿件

AN - SCOPUS:85163783131

T3 - 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022

SP - 79

EP - 84

BT - 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022

Y2 - 27 December 2022 through 29 December 2022

ER -

Zhang D, Xie Y, Zou W, Li G, Yang Q, Xu M 等. A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization. 在 2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022. Institute of Electrical and Electronics Engineers Inc. 2022. 页码 79-84. (2022 International Conference on Mechanical Engineering and Power Engineering, MEPE 2022). doi: 10.1109/MEPE56451.2022.10146613

A Generator Start-Up Optimization Strategy Based on the Preference Multi-objective Optimization

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

学术指纹

引用此