Many-Objective Optimal Power Dispatch Strategy Incorporating Temporal and Spatial Distribution Control of Multiple Air Pollutants

被引:19
|
作者
Chen, Yixuan [1 ]
Yu, Tao [1 ]
Yang, Bo [2 ]
Zhang, Xiao Shun [3 ]
Qu, Kaiping [1 ]
机构
[1] South China Univ Technol, Coll Elect Power, Guangzhou 510640, Guangdong, Peoples R China
[2] Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650504, Yunnan, Peoples R China
[3] Shantou Univ, Coll Engn, Shantou 515063, Peoples R China
基金
中国国家自然科学基金;
关键词
Air pollutant dispersion; atmospheric environmental capacity margin; economic/environment dispatch; many-objective optimization; power dispatch; POINT TRACKING; ECONOMIC-DISPATCH; ALGORITHM; INTELLIGENCE; OPTIMIZER; SYSTEMS;
D O I
10.1109/TII.2019.2896968
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Traditional economic/environment dispatch usually aims to reduce emission, but neglects air pollutant dispersion and lacks target-oriented control. This paper proposes a many-objective optimal power dispatch (MaOOPD) strategy incorporating temporal and spatial distribution (TSD) control of multiple air pollutants. Ground level concentration, i.e., the TSD, of air pollutant is estimated by a novel air pollutant dispersion model specifically constructed for thermal power plants. A MaOOPD model is developed to cut generation cost, reduce CO2 emission, and control the TSD of PM2.5, SO2, and NO2 simultaneously. To determine a compromise solution, a decision-making method which exploits atmospheric environmental capacity margin is employed, so that actual needs of atmospheric environmental protection are captured. Case studies indicate that not only can the strategy reduce air pollution effectively, but also it can achieve a dynamic tradeoff among the objectives as weather conditions and background pollution vary, leading to an authentic economic environmental power dispatch.
引用
收藏
页码:5309 / 5319
页数:11
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