辽宁大学学报（自然科学版）2026，Vol.53Issue(1)：41-50,10.
提质降本降碳目标下改进遗传算法的风储可控负荷协同动态经济调度
Coordinated Dynamic Economic Dispatch of Wind-Stored Controllable Loads with Improved Genetic Algorithm Under the Goals of Quality Enhancement,Cost Reduction,and Carbon Mitigation
摘要
Abstract
With the increasing proportion of wind power connected to the grid,the random timing and disordered spatial active output of wind power have reduced the adjustable range of the generation side.At the same time,extreme fluctuations in wind power output,such as sudden ramps upor down,significantly increase the risk of system instability.To address these challenges,a dynamic economic dispatch(DED)method that coordinates bidirectional charging and discharging of energy storage with controllable and interruptible loads has been proposed.Firstly,a DED model and its constraints for wind power generation,energy storage,and controllable and interruptible loads coordination were established;Secondly,an improved genetic algorithm was proposed to solve the established model,and a comparative analysis was comducted on the economic benefits of using wind power generation,energy storage,controllable interruptible loads,and their combined use;Finally,taking the improved IEEE 33 node system,the proposed model was validated.The results show that the established model not only ensures safe and reliable system opertation but also achieves superion economic performance.关键词
风力发电/储能/可控可中断负荷/动态经济调度/遗传算法Key words
wind power generation/energy storage/controllable/interruptible load/dynamic economic dispatch/genetic algorithm分类
信息技术与安全科学引用本文复制引用
唐娅,郝广涛,詹宏昊,林志钦,韩学山..提质降本降碳目标下改进遗传算法的风储可控负荷协同动态经济调度[J].辽宁大学学报（自然科学版）,2026,53(1):41-50,10.基金项目
国家自然科学基金项目(52577115) （52577115）
福建省社会科学基金项目(FJ2025BF010) （FJ2025BF010）
福建省科技计划引导性项目(2026H0019) （2026H0019）
莆田市科技计划项目(2024SZ3001PTXY03) （2024SZ3001PTXY03）
福建省中青年教师教育科研项目(科技类)(JAT241109) （科技类）
莆田学院科技项目(2024031,2025016) （2024031,2025016）
莆田学院研究生科研创新项目(yjs2024038) （yjs2024038）
莆田学院教育教学研究项目(JG202426) （JG202426）
