收藏切换
Research on multi-objective planning optimization of islanded integrated energy system concerning carbon emissions
收藏切换
PDF
Xiaoyin WANG1, Jing XU1, Zhaoyu YANG1, Zhen FENG2
Thermal Power Generation | 2023, 52(10) : 129 - 137
Less
收藏切换
Thermal Power Generation | 2023, 52(10): 129-137
Thermal energy science research
Research on multi-objective planning optimization of islanded integrated energy system concerning carbon emissions
Full
Xiaoyin WANG1, Jing XU1, Zhaoyu YANG1, Zhen FENG2
Affiliations
  • 1.College of Electrical and Power Engineering, Taiyuan University of Technology, Taiyuan 030024, China
  • 2.SPIC Integrated Smart Energy Science & Technology Co., Ltd., Beijing 100032, China
Published: 2023-10-25 doi: 10.19666/j.rlfd.202306027
Outline
收藏切换

Aiming at the problems of pollution and high carbon emissions caused by island dependence on diesel energy supply, an islanded integrated energy system multi-objective planning optimization method considering carbon emission was proposed. Based on the construction of equipment model, the annual operation of the system was simulated hourly considering the influence of the climate fluctuation on the output of renewable energy devices, the life cycle costs and life cycle carbon dioxide emissions was taken as the optimization objectives, the multi-objective planning optimization model of islanded integrated energy system was constructed by combining with non-dominated sorting genetic algorithm II, the weighted arithmetic averaging operator was used to make decisions on the optimization results. An island area in Yantai was taken as an example, the influence of typical day and annual hourly data as input on planning results, the influence of investment changes in renewable energy devices and natural gas prices, as as well as wind power and photovoltaic installed capacity and battery capacity on optimization objectives were analyzed. By multi-objective planning optimization of the study area, the optimal capacity of each device under different target weights was obtained. The results showed that the configuration of renewable energy and battery can reduce the life cycle carbon dioxide emissions by 26.95% -55.96%. But when the life cycle carbon dioxide emissions weight was increased from 0.6 to 1, the carbon dioxide emissions were reduced by increasing the battery capacity. At this time, life cycle costs increased by 210.13% and life cycle carbon dioxide emissions only decreased by 8.59%. The proposed island integrated energy system planning method provides a reference for decision makers to balance low carbon cost and energy supply economy when planning islanded low carbon IES.

islanded integrated energy system  /  planning optimization  /  life cycle costs  /  carbon dioxide emissions  /  non-dominated sorting genetic algorithm II
Xiaoyin WANG, Jing XU, Zhaoyu YANG, Zhen FENG. Research on multi-objective planning optimization of islanded integrated energy system concerning carbon emissions[J]. Thermal Power Generation, 2023 , 52 (10) : 129 -137 . DOI: 10.19666/j.rlfd.202306027
  • National Natural Science Foundation of China(51906171)
Year 2023 volume 52 Issue 10
PDF
107
46
Cite this Article
BibTeX
Article Info
doi: 10.19666/j.rlfd.202306027
  • Online Date:2026-01-26
  • Published:2023-10-25
Article Data
Affiliations
History
  • Revised:2023-06-11
Funding
National Natural Science Foundation of China(51906171)
Affiliations
    1.College of Electrical and Power Engineering, Taiyuan University of Technology, Taiyuan 030024, China
    2.SPIC Integrated Smart Energy Science & Technology Co., Ltd., Beijing 100032, China
References
Share
https://castjournals.cast.org.cn/joweb/rlfd/EN/10.19666/j.rlfd.202306027
Share to
QR

Scan QR to access full text

Cite this article
BibTeX
Citations
表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏
  • BibTeX
  • EndNote
  • RefWorks
  • TxT