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基于独立成分分析算法的非侵入式家用电动汽车充电负载的提取
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作者 王宁 王存旭 +2 位作者 张皓然 张馨予 康宇 《沈阳工程学院学报(自然科学版)》 2022年第1期56-61,共6页
采用非侵入式独立成分分析算法来提取电动汽车充电负载,包括电动汽车负载充电模式的3个阶段。所提出的无监督算法,能够提取不同类型的电动汽车(包括高压特斯拉电动汽车)的全部充电过程,并且回顾了所提出的独立成分分析方法的理论背景,... 采用非侵入式独立成分分析算法来提取电动汽车充电负载,包括电动汽车负载充电模式的3个阶段。所提出的无监督算法,能够提取不同类型的电动汽车(包括高压特斯拉电动汽车)的全部充电过程,并且回顾了所提出的独立成分分析方法的理论背景,说明了提取电动汽车充电模式中每一阶段的算法形成过程,显示了利用所提出的算法获得了从实际家庭获取的数据集的结果,验证了此算法的有效性。 展开更多
关键词 非侵入式负荷监测 独立成分分析算法 电动汽车充电负载
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基于局部搜索BLPSO算法的动态经济调度优化
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作者 唐柯 《软件导刊》 2021年第6期119-124,共6页
动态经济调度可以降低发电运行成本、节省能源,在电力系统运行过程中起着重要作用。针对含电动汽车负载的动态经济调度问题,提出一种基于局部搜索策略的生物地理粒子群算法(BLPSO-OBS)。该算法在生物地理粒子群算法中引入观察蜂局部搜... 动态经济调度可以降低发电运行成本、节省能源,在电力系统运行过程中起着重要作用。针对含电动汽车负载的动态经济调度问题,提出一种基于局部搜索策略的生物地理粒子群算法(BLPSO-OBS)。该算法在生物地理粒子群算法中引入观察蜂局部搜索策略,从而提升了求解精度。该算法用于解决含电动汽车的动态经济调度问题,并考虑了电力平衡约束、禁止操作区域约束和爬坡约束等发电约束。统计实验结果表明,BLPSO-OBS是解决动态经济调度问题的一种有效方法。 展开更多
关键词 动态经济调度 电动汽车负载 生物地理粒子群算法 局部搜索
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Study on load performance of electric motor system used in hybrid electric vehicle
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作者 李雯 Zhang Chengning +1 位作者 Wang Zhifu Gao Lei 《High Technology Letters》 EI CAS 2010年第1期63-66,共4页
The performance of the power assist, global optimization solved by dynamic programming (DP) method, Chery and Insight control strategies are analyzed using the mild parallel hybrid electric vehicle (PHEV) model ba... The performance of the power assist, global optimization solved by dynamic programming (DP) method, Chery and Insight control strategies are analyzed using the mild parallel hybrid electric vehicle (PHEV) model based on Insight structure. The influence of the four control strategies to the load power of the electric motor system used on parallel hybrid electric vehicle is studied. It is found that 80 percent of the motor load power points are under 1/5 of the electric peak power. The motor load power of the power assist control strategy is distributed in the widest range during generating operation, and the motor load power of the global optimization control strategy has the smallest one. 展开更多
关键词 parallel hybrid electric vehicle (PHEV) management strategy motor load power
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Vehicle-to-Grid Technology: State-of-the-Art and Future Scenarios
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作者 Alfonso Damiano Gianluca Gatto lgnazio Marongiu Mario Porru Alessandro Serpi 《Journal of Energy and Power Engineering》 2014年第1期152-165,共14页
An overview of V2G (vehicle-to-grid) technology is presented in this paper, it aims to highlight the main features, opportunities and requirements of V2G. Thus, after briefly resuming the most popular charging strat... An overview of V2G (vehicle-to-grid) technology is presented in this paper, it aims to highlight the main features, opportunities and requirements of V2G. Thus, after briefly resuming the most popular charging strategies lbr PEVs (plug-in electric vehicles), the V2G concept is introduced, especially highlighting its potentiality as a revenue opportunity |br PEV owners: this is mainly due to the V2G ability to provide ancillary services, such as load leveling, regulation and reserve. Such solutions have been thoroughly investigated in the literature from both the economic and technical points of view and are here reported. In addition, V2G requirements such as mobility needs, charging stations availability and appropriate PEV aggregative architectures are properly taken into account. Finally, future developments and scenarios have also been reported. 展开更多
关键词 V2G (vehicle-to-grid) EV (electric vehicles) BEV (batter)' electric vehicle) mobility regulation.
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