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文章摘要
基于改进白鲨算法的综合能源系统低碳经济调度
Low-carbon economic dispatching of integrated energy system based on improved white shark algorithm
Received:August 23, 2022  Revised:September 11, 2022
DOI:10.19753/j.issn1001-1390.2025.04.001
中文关键词: 综合能源系统  低碳经济  碳税  白鲨算法  优劣解距离法
英文关键词: integrated energy system, low-carbon economy, carbon tax, white shark algorithm, advantages and disadvantages of the solution distance method
基金项目:国家自然科学基金(52067020)
Author NameAffiliationE-mail
LI Haobo* School of Electrical Engineering, Xinjiang University lhb0120@163.com 
CUI Shuangxi School of Electrical Engineering, Xinjiang University ysucsx@126.com 
FAN Weijie School of Electrical Engineering, Xinjiang University 514750400@qq.com 
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中文摘要:
      针对综合能源系统低碳经济调度问题,文中考虑碳税和碳排放经济成本的协同作用,并建立碳税对碳排放的负向影响模型。以系统运行总成本和系统碳排放量为优化目标,以能量平衡和设备运行为约束构建综合能源系统低碳经济调度模型。应用融合定向差分变异等策略改进的白鲨算法求解综合能源系统低碳经济调度模型,并通过结合优劣解距离法取得各时段的最优调度方案。最后,通过标准测试函数以及算例仿真和分析,验证了改进后的白鲨算法性能在收敛性和种群多样性两方面均有一定提升,且应用白鲨算法在综合能源系统低碳经济调度问题上,可以获取到更加低碳经济的调度方案。
英文摘要:
      Aiming at the problem of low-carbon economic dispatching of integrated energy system, this paper considers the synergistic effect of carbon tax and carbon emission economic cost, and establishes a negative impact model of carbon tax on carbon emissions. A low-carbon economic dispatching model of integrated energy system is proposed, which takes the total operating cost and carbon emission of the system as the optimization objective, and takes the energy balance and equipment operation as the constraints. The white shark algorithm is improved by integrating directed differential mutation and other strategies to solve the low-carbon economic scheduling model of the integrated energy system, and the optimal scheduling scheme of each time period is obtained by combining the advantages and disadvantages of the solution distance method. Finally, through the simulation and analysis of standard test functions and calculation examples, it is verified that the performance of the improved white shark algorithm is improved in both convergence and population diversity, and the application of the white shark algorithm in the low-carbon economic scheduling problem of integrated energy system can obtain a more low-carbon economic scheduling scheme.
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