A two-layer low-carbon economic planning method for park-level integrated energy systems with carbon-energy synergistic hub

被引:0
|
作者
Mu, Yunfei [1 ,2 ]
Guo, Haochen [1 ,2 ]
Wu, Zhijun [1 ,2 ]
Jia, Hongjie [1 ,2 ]
Jin, Xiaolong [1 ,2 ]
Qi, Yan [3 ]
机构
[1] Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
[2] Tianjin Univ, Key Lab Smart Energy & Informat Technol, Tianjin 300072, Peoples R China
[3] State Grid Tianjin Elect Power Co, Tianjin Elect Power Res Inst, Tianjin 300384, Peoples R China
基金
中国国家自然科学基金;
关键词
Low-carbon economic planning; Carbon-energy synergistic hub (CESH); Carbon energy friendly interactions; Carbon trading market; Park-level integrated energy system (PIES);
D O I
10.1016/j.egyai.2024.100435
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Building a low-carbon park is crucial for achieving the carbon neutrality goals. However, most research on lowcarbon economic planning methods for park-level integrated energy systems (PIES) has focused on multi-energy flow interactions, neglecting the "carbon perspective" and the impact of the dynamic coupling characteristics between multi-energy flows and carbon emission flow (CEF) on carbon reduction and planning schemes. Therefore, this paper proposes a two-layer low-carbon economic planning method for park-level integrated energy systems with carbon-energy synergistic hub (CESH). Firstly, this paper establishes a CESH model for PIES to describe the synergistic relationship between CEF and multi-energy flows from input, conversion, storage, to output. Secondly, a PIES two-layer low-carbon economic planning model with CESH is proposed. The upper model determines the optimal device types and capacities during the planning cycle. The lower model employs the CESH model to promote carbon energy friendly interactions, optimize the daily operation scheme of PIES. The iterative process between the two layers, initiated by a genetic algorithm (GA), ensures the speed and accuracy. Finally, case studies show that, compared to planning methods without the CESH model, the proposed method is effective in reducing carbon emissions and total costs during the planning cycle. From a dual "carbonenergy" perspective, it enhances investment effectiveness and carbon reduction sensitivity by deeply exploring the energy conservation and carbon reduction potential of PIES.
引用
收藏
页数:18
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