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考虑综合需求响应和多能储能装置的综合能源系统优化调度 被引量:13
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作者 姚艳 康家乐 +2 位作者 汪雅静 江涵 任娇蓉 《浙江电力》 2022年第8期65-72,共8页
综合能源系统是能源互联网的物理载体,可以提升能源利用效率,因此其优化调度受到了各国学者的广泛关注。对综合需求响应和多能储能装置的运行模型进行建模;以综合能源系统总运行成本最小为目标函数,构建考虑综合需求响应和多能储能装置... 综合能源系统是能源互联网的物理载体,可以提升能源利用效率,因此其优化调度受到了各国学者的广泛关注。对综合需求响应和多能储能装置的运行模型进行建模;以综合能源系统总运行成本最小为目标函数,构建考虑综合需求响应和多能储能装置的综合能源系统优化调度模型;运用条件风险价值方法处理可再生能源出力的不确定性。以某电-热-冷综合能源系统为例进行算例分析,结果表明所提模型可以降低综合能源系统运行成本,有效衡量可再生能源出力不确定性带来的运行风险。 展开更多
关键词 综合能源系统 综合需求响应 多能储能装置 优化调度 条件风险价值
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基于源荷预测的含多能储能区域电热系统的优化调度 被引量:1
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作者 许烽 陶远超 +4 位作者 陆翌 裘鹏 李心宇 孙浩 覃洪培 《浙江电力》 2023年第9期17-26,共10页
随着新型电力系统建设不断推进,以风光为代表的可再生能源装机容量进一步增加,源荷双侧的随机性和不确定性为电力系统运行带来极大的挑战。为此,提出一种基于多能源荷预测的区域电热系统储能优化调度方法,利用多能储能灵活调节能力及系... 随着新型电力系统建设不断推进,以风光为代表的可再生能源装机容量进一步增加,源荷双侧的随机性和不确定性为电力系统运行带来极大的挑战。为此,提出一种基于多能源荷预测的区域电热系统储能优化调度方法,利用多能储能灵活调节能力及系统电热耦合特性提高光伏消纳水平。首先,运用改进极限学习机模型和K-means聚类算法对光伏出力及电热负荷进行预测。然后,引入条件风险价值量化光伏出力不确定性对运行成本的影响,以运行成本和条件风险价值加权之和最小为目标,建立含蓄电池、飞轮储能及蓄热罐的区域电热系统优化运行调度模型,通过多能储能响应电热系统灵活运行调节需求。最后,通过算例分析表明了所提方法的有效性。 展开更多
关键词 源荷预测 多能储能 电热系统 优化调度 条件风险价值
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Multi-objective optimization scheduling for new energy power system considering energy storage participation 被引量:7
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作者 YUN Yun-yun DONG Hai-ying +2 位作者 CHEN Zhao HUANG Rong DING Kun 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2020年第4期365-372,共8页
For the low utilization rate of photovoltaic power generation,taking a new energy power system constisting of concentrating solar power(CSP),photovoltaic power(PP)and battery energy storage system as an example,a mult... For the low utilization rate of photovoltaic power generation,taking a new energy power system constisting of concentrating solar power(CSP),photovoltaic power(PP)and battery energy storage system as an example,a multi-objective optimization scheduling strategy considering energy storage participation is proposed.Firstly,the new energy power system model is established,and the PP scenario generation and reduction frame based on the autoregressive moving average model and Kantorovich-distance is proposed.Then,based on the optimization goal of the system operation cost minimization and the PP output power consumption maximization,the multi-objective optimization scheduling model is established.Finally,the simulation results show that introducing energy storage into the system can effectively reduce the system operation cost and improve the utilization efficiency of PP. 展开更多
关键词 new energy power system multi-objective optimization energy storage participation operation cost autoregressive moving average model
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Recent advances in multifunctional electrochromic energy storage devices and photoelectrochromic devices 被引量:3
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作者 Zhongqiu Tong Yanlong Tian +6 位作者 Hongming Zhang Xingang Li Junyi Ji Huiying Qu Na Li Jiupeng Zhao Yao Li 《Science China Chemistry》 SCIE EI CAS CSCD 2017年第1期13-37,共25页
Multifunctional devices integrated with electrochromism and energy storage or energy production functions are attractive because these devices can be used as an effective approach to address the energy crisis and envi... Multifunctional devices integrated with electrochromism and energy storage or energy production functions are attractive because these devices can be used as an effective approach to address the energy crisis and environmental pollution in society today. In this review, we explain the operation principles of electrochromic energy storage devices including electrochromic supercapacitors,electrochromic batteries, and the photoelectrochromic devices. Furthermore, the material candidates and structure types of these multifunctional devices are discussed in detail. The major challenges of these devices along with a further outlook are highlighted at the end. 展开更多
关键词 electrochromic multifunctional devices electrochromic supercapacitors electrochromic batteries photoelectrochromic devices
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