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基于GRASP-PR混合算法的多目标EV充电任务序列优化模型
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作者 周堃 甘业平 +2 位作者 白云龙 刘辉舟 郑元杰 《微型电脑应用》 2024年第9期77-80,共4页
提出基于GRASP-PR混合算法的多目标EV充电任务序列优化模型,以提高配电网的平峰填谷能力,确保其稳定运行。根据EV出行特点,在分析无序充电模式对配电网负荷峰谷差影响的基础上,构建EV充电任务序列优化模型,采用引入路径重连策略的贪心... 提出基于GRASP-PR混合算法的多目标EV充电任务序列优化模型,以提高配电网的平峰填谷能力,确保其稳定运行。根据EV出行特点,在分析无序充电模式对配电网负荷峰谷差影响的基础上,构建EV充电任务序列优化模型,采用引入路径重连策略的贪心随机自适应搜索算法对优化模型求解,确定最优EV充电任务序列调度方案。实验结果表明:在无序充电模式下,并网充电EV数量越多,配电网负荷峰谷差越大;该优化模型可实现EV充电任务序列的优化控制,达到平峰填谷效果,降低配电网运行成本、EV充电成本。 展开更多
关键词 GRASP-PR混合算法 EV充电任务序列 优化模型 平峰填谷 无序充电模式
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多视角下典型蓄电系统参与调峰对电力市场的经济性影响分析 被引量:6
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作者 南雄 张国强 刘文毅 《热力发电》 CAS 北大核心 2019年第11期13-21,共9页
从多角度分析了不同储能系统的经济效益。基于平准化模型对常规发电领域的传统调峰形式计算了包括燃煤和联合循环机组在内的部分负荷下火电全网平均发电成本。分析了蓄电参与电网调峰时电力系统的燃料消耗变化特性。针对抽水蓄能、压缩... 从多角度分析了不同储能系统的经济效益。基于平准化模型对常规发电领域的传统调峰形式计算了包括燃煤和联合循环机组在内的部分负荷下火电全网平均发电成本。分析了蓄电参与电网调峰时电力系统的燃料消耗变化特性。针对抽水蓄能、压缩空气储能、电池储能3种系统,依次从资源效益侧、社会效益侧、投资盈利侧进行了经济性研究,分析了燃料消耗、装机容量、峰谷电价差、环境效益和电网动态调节对储能系统综合经济效益的影响程度以及储能投资角度的经济性。综合考虑填谷比例的影响,从不同角度给出了相对于传统调峰的调峰经济效益:在填谷比例为20%时,3种储能方式调峰燃料节能效益可达0.001~0.030元/(kW·h),效益主要来源于低谷时火电机组负荷率的提升;从社会效益侧考虑,可产生综合效益0.14~0.23元/(kW·h),其中峰谷差价效益为主要收益,占总收益的58%~76%;从投资侧考虑,抽水蓄能、压缩空气储能、电池储能系统在峰谷电价差分别为0.42、0.452、0.82元/(kW·h)以上时才能实现盈利。 展开更多
关键词 平准化模型 调峰成本 储能 资源效益 社会效益 投资盈利 峰谷差价 填谷比例
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Power management in co-phase traction power supply system with super capacitor energy storage for electrified railways 被引量:4
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作者 Xiaohong Huang Qinyu Liao +2 位作者 Qunzhan Li Sida Tang Ke Sun 《Railway Engineering Science》 2020年第1期85-96,共12页
Increasing railway traffic and energy utilization issues prompt electrified railway systems to be more economical,efficient and sustainable.As regenerative braking energy in railway systems has huge potential for opti... Increasing railway traffic and energy utilization issues prompt electrified railway systems to be more economical,efficient and sustainable.As regenerative braking energy in railway systems has huge potential for optimized utilization,a lot of research has been focusing on how to use the energy efficiently and gain sustainable benefits.The energy storage system is an alternative because it not only deals with regenerative braking energy but also smooths drastic fluctuation of load power profile and optimizes energy management.In this work,we propose a co-phase traction power supply system with super capacitor(CSS_SC)for the purpose of realizing the function of energy management and power quality management in electrified railways.Besides,the coordinated control strategy is presented to match four working modes,including traction,regenerative braking,peak shaving and valley filling.A corresponding simulation model is built in MATLAB/Simulink to verify the feasibility of the proposed system under dynamic working conditions.The results demonstrate that CSS_SC is flexible to deal with four different working conditions and can realize energy saving within the allowable voltage unbalance of 0.008%in simulation in contrast to 1.3%of the standard limit.With such a control strategy,the performance of super capacitor is controlled to comply with efficiency and safety constraints.Finally,a case study demonstrates the improvement in power fluctuation with the valley-to-peak ratio reduced by 20.3%and the daily load factor increased by 17.9%. 展开更多
关键词 Electrified railway Co-phase TRACTION POWER supply system Energy storage peak shaving valley filling POWER quality Super capacitor
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面向需求响应的峰谷分时定价策略量化研究 被引量:10
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作者 李建华 周灵刚 《浙江电力》 2020年第12期58-64,共7页
需求侧响应是增强电力系统供需平衡能力,提升网络利用效率的重要途径,其开展主要依赖有效的电价机制引导。我国目前普遍采用较为简单的峰谷电价体系,无法有效反映平衡资源稀缺程度,不利于需求响应大规模开展。通过分析柔性电力负荷的电... 需求侧响应是增强电力系统供需平衡能力,提升网络利用效率的重要途径,其开展主要依赖有效的电价机制引导。我国目前普遍采用较为简单的峰谷电价体系,无法有效反映平衡资源稀缺程度,不利于需求响应大规模开展。通过分析柔性电力负荷的电价弹性,以削峰填谷为目标,建立了优化峰谷电划分时段和对应价格水平的运筹模型,将电网与用户获利均不能减少作为经济约束条件纳入优化模型,保证各参与方的利益,并引入遗传算法进行迭代求解,得到了颗粒度更高、资源配置能力更强的峰谷电价体系,最后通过实际算例结果证明其有效性。 展开更多
关键词 需求响应 分时电价 削峰填谷 价格弹性 优化模型
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基于削峰填谷模型的抽水蓄能机组检修资源规划
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作者 王莺子 谌慧铭 +3 位作者 曾荃 夏襄宸 孙文昊 肖志怀 《机械》 2023年第5期8-13,共6页
为保障抽水蓄能机组检修工作高效开展,避免检修过程中产生资源冲突,提升检修效率,本文提出一种基于削峰填谷资源优化模型的抽水蓄能机组检修资源规划方法。通过统计分析抽蓄机组不同检修级别下的资源分布,寻找不同检修工序与检修项目的... 为保障抽水蓄能机组检修工作高效开展,避免检修过程中产生资源冲突,提升检修效率,本文提出一种基于削峰填谷资源优化模型的抽水蓄能机组检修资源规划方法。通过统计分析抽蓄机组不同检修级别下的资源分布,寻找不同检修工序与检修项目的资源分布规律,绘制机组检修规划全过程网络分布图,根据机组结构特点计算不同时段各项目的时间参数,求解全过程工期内最大资源需求节点,调整非关键工序的工期,优先关键项目资源分配,实现检修工期内的资源均衡,进一步实现机组检修资源优化配置。通过在某抽蓄电站2台次机组A级检修工程上的应用,现场验证了该方法的可行性与应用价值。 展开更多
关键词 抽水蓄能 削峰填谷模型 机组检修 检修策划 资源规划
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Inverse Proportion Technique Based Scheduling Strategy for Energy Storage System Considering Load Demand Differences 被引量:2
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作者 Hejun Yang Zhenyu Hao +1 位作者 Yinghao Ma Dabo Zhang 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2022年第5期1487-1496,共10页
The energy storage system(ESS)as a demand-side management(DSM)resource can effectively smooth the load power fluctuation of a power system.However,designing a more reasonable ESS operational strategy will be a prerequ... The energy storage system(ESS)as a demand-side management(DSM)resource can effectively smooth the load power fluctuation of a power system.However,designing a more reasonable ESS operational strategy will be a prerequisite before incorporating the energy storage device into DSM.As different load levels have different demands for the real-time chargedischarge power of an ESS,this paper proposes a heuristic ESS operation scheduling strategy which can take into account the electrical load demand differences.In this paper,firstly,two demand degree concepts for charging power and discharging power are defined to describe the differentiated ESS demand under the condition of different electrical load levels.Secondly,an inverse proportion technique based ESS scheduling strategy,with the consideration of the load demand difference,is proposed in this paper.Thirdly,some evaluating indices are defined in this paper for describing the influence of the proposed strategy on the smoothing degree of the daily load curve.Finally,several case studies are designed to verify the validity and correctness of the proposed technique,and the results show that the proposed technique can effectively smooth the load curve and improve the ability of peak shaving and valley filling. 展开更多
关键词 Demand response energy storage system load demand difference operation scheduling strategy peak shaving and valley filling
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Dispatchable Capability of Aggregated Electric Vehicle Charging in Distribution Systems
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作者 ShiqianWang Bo Liu +4 位作者 Yuanpeng Hua Qiuyan Li Binhua Tang Jianshu Zhou Yue Xiang 《Energy Engineering》 EI 2025年第1期129-152,共24页
This paper introduces a method for modeling the entire aggregated electric vehicle(EV)charging process and analyzing its dispatchable capabilities.The methodology involves developing a model for aggregated EV charging... This paper introduces a method for modeling the entire aggregated electric vehicle(EV)charging process and analyzing its dispatchable capabilities.The methodology involves developing a model for aggregated EV charging at the charging station level,estimating its physical dispatchable capability,determining its economic dispatchable capability under economic incentives,modeling its participation in the grid,and investigating the effects of different scenarios and EV penetration on the aggregated load dispatch and dispatchable capability.The results indicate that using economic dispatchable capability reduces charging prices by 9.7%compared to physical dispatchable capability and 9.3%compared to disorderly charging.Additionally,the peak-to-valley difference is reduced by 64.6%when applying economic dispatchable capability with 20%EV penetration and residential base load,compared to disorderly charging. 展开更多
关键词 Aggregated charging dispatchable capability peak shaving and valley filling the economics of charging demand response
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应用于电网侧削峰填谷的储能系统配置及日出力优化策略 被引量:10
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作者 潘宇航 王青松 陈力 《供用电》 2022年第7期9-16,共8页
针对电池储能系统应用于电网侧削峰填谷时的配置和出力优化问题,研究了一种综合考虑储能经济性及削峰填谷效果的优化模型。将储能系统的投资成本、运维成本、分时电价收益、政策补贴换算到天,作为经济性指标;将储能接入前后的负荷峰值... 针对电池储能系统应用于电网侧削峰填谷时的配置和出力优化问题,研究了一种综合考虑储能经济性及削峰填谷效果的优化模型。将储能系统的投资成本、运维成本、分时电价收益、政策补贴换算到天,作为经济性指标;将储能接入前后的负荷峰值变化作为调峰效果的评价标准,储能接入后的负荷曲线标准差作为平滑负荷曲线效果的评价标准,两者量化后作为储能系统带来的社会效益的表征。通过线性加权将多目标优化问题转化为单目标优化问题后,设定客观约束,在MATLAB中使用YALMIP工具包进行求解。通过算例求解,给出了不同量化系数、加权系数下的储能系统优化容量、额定功率及日出力,总结出了储能系统功率容量比的理想值,得到了优化计算结果与优化目标计算过程中的量化系数和加权系数之间的关系。 展开更多
关键词 储能 削峰填谷 优化模型 经济性 充放电
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Highly efficient conversion of surplus electricity to hydrogen energy via polysulfides redox 被引量:1
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作者 Mo Zhang Jing Guan +2 位作者 Yunchuan Tu Suheng Wang Dehui Deng 《The Innovation》 2021年第3期103-108,共6页
Decoupled electrolysis of water is a promising strategy for peak load regulation of electricity.The key to developing this technology is to construct decoupled devices containing stable redox mediators and correspondi... Decoupled electrolysis of water is a promising strategy for peak load regulation of electricity.The key to developing this technology is to construct decoupled devices containing stable redox mediators and corresponding efficient catalysts,which remains a considerable challenge.Herein,we designed a high-performance device,using polysulfides as mediators and graphene-encapsulated CoNi as catalysts.It produced H2 with a low potential of 0.82 V at 100 mA/cm^(2),saving 60.2%more energy than direct water electrolysis.The capacity of H2 production reached 2.53105 mAh/cm^(2),which is the highest capacity reported so far.This device exhibited excellent cyclability in 15-day recycle tests,without any decay of performance.The calculation results revealed that the electronic structure of the graphene shell was modulated by the electron transfer from N-dopant and metal core,which significantly facilitated recycle of polysulfides on graphene surfaces.This study provides a promising method for constructing a smart grid by developing efficient decoupled devices. 展开更多
关键词 peak shaving and valley filling decoupled electrolysis H2 production chainmail catalyst polysulfides redox
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