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DOI10.1016/j.apenergy.2019.02.038
A convex decentralized optimization for environmental-economic power and gas system considering diversified emission control
Qu, Kaiping; Shi, Shouyuan; Yu, Tao; Wang, Wenrui
发表日期2019
ISSN0306-2619
EISSN1872-9118
卷号240页码:630-645
英文摘要

To mitigate two major environmental concerns of global warming and air pollution, natural gas power generation is growing in power supply, which makes power and natural gas system increasingly integrated. In this work, an environmental-economic dispatch incorporating diversified emission control is established for integrated power and gas system (IPGS). The traditional emission amount control for carbon emissions is adopted in IPGS, while a novel spatial and temporal diffusion control concerning ground concentration and spatial environmental protection requirements is proposed for air pollutant emissions. Furthermore, in view of information sharing difficulties between power and gas system, this paper proposes a novel two-layer convex decentralized optimization for the issue. The upper layer handles the nonconvex gas flow transmission with penalty convex-concave procedure based convexification. The lower layer solves each step of upper layer convexification with alternating direction method of multipliers based decentralized optimization, such that the information privacy of these two sub-systems is protected. Finally, simulation studies on two test systems validate the superiority of spatial and temporal diffusion control in reducing the air pollutant concentration, as well as the nearly global optimality and convergence efficiency of the two-layer method.


WOS研究方向Energy & Fuels ; Engineering
来源期刊APPLIED ENERGY
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/96458
作者单位South China Univ Technol, Sch Elect Power, Guangzhou 510640, Guangdong, Peoples R China
推荐引用方式
GB/T 7714
Qu, Kaiping,Shi, Shouyuan,Yu, Tao,et al. A convex decentralized optimization for environmental-economic power and gas system considering diversified emission control[J],2019,240:630-645.
APA Qu, Kaiping,Shi, Shouyuan,Yu, Tao,&Wang, Wenrui.(2019).A convex decentralized optimization for environmental-economic power and gas system considering diversified emission control.APPLIED ENERGY,240,630-645.
MLA Qu, Kaiping,et al."A convex decentralized optimization for environmental-economic power and gas system considering diversified emission control".APPLIED ENERGY 240(2019):630-645.
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