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跟驰场景中网联混合电动货车速度规划和能量管理协同控制的研究 被引量:3
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作者 解少博 屈鹏程 +2 位作者 李嘉诚 王惠庆 郎昆 《汽车工程》 EI CSCD 北大核心 2022年第8期1136-1143,1152,共9页
鉴于队列行驶中的网联混合动力货车(HET)的跟驰速度既涉及行车安全、能量需求与分配和电池老化速率,同时又通过车间距,影响气动阻力,以至能耗经济性,本文中提出跟驰场景下综合考虑行车安全性、能耗经济性、气动阻力和电池老化等多个目... 鉴于队列行驶中的网联混合动力货车(HET)的跟驰速度既涉及行车安全、能量需求与分配和电池老化速率,同时又通过车间距,影响气动阻力,以至能耗经济性,本文中提出跟驰场景下综合考虑行车安全性、能耗经济性、气动阻力和电池老化等多个目标的速度规划和能量管理协同控制策略。首先,基于空气动力学量化跟驰安全性。其次,以安全性成本、能耗成本和电池老化成本构成的等效总成本最小化为目标函数并基于模型预测控制构建实时控制策略。其中,采用长短时记忆神经网络对前车速度进行预测,并采用动态规划求解滚动时域内的优化问题。结果表明,协同控制策略能通过抑制动力电池充放电电流来降低电池老化成本,以及借助灵活调整跟驰距离来减小气动阻力并降低能耗成本。与基于人类驾驶模型的跟驰策略进行对比,结果验证了协同控制策略的可行性。 展开更多
关键词 网联混合动力货车 速度规划 能量管理 空气动力学效应 电池老化率 模型预测控制
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Photovoltaic efficiency enhancement of polycrystalline silicon solar cells by a highly stable luminescent film 被引量:7
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作者 Yuan Wang Paula Gawryszewska-Wilczynsk +3 位作者 Xiurong Zhang Jian Yin Yongqing Wen Huanrong Li 《Science China Materials》 SCIE EI CSCD 2020年第4期544-551,共8页
Si-based solar cells have dominated the entire photovoltaic market,but remain suffering from low power conversion efficiency(PCE),partly because of the poor utilization of ultraviolet(UV)light.Europium(III)(Eu^3+)comp... Si-based solar cells have dominated the entire photovoltaic market,but remain suffering from low power conversion efficiency(PCE),partly because of the poor utilization of ultraviolet(UV)light.Europium(III)(Eu^3+)complexes with organic ligands are capable of converting UV light into strong visible light,which makes them ideal light converter to increase the efficiency of solar cells.However,the low stability of such complexes seriously hampers their practical applications.In this work,we report a highly stable and luminescent ethylene-vinyl acetate(EVA)copolymer film consisting of a Eu^3+complex as a down-shift material,Eu(ND)4 CTAC(ND=4-hydroxy-2-methyl-1,5-naphthyridine-3-carbonitrile,CTAC=hexadecyl trimethyl ammonium chloride),coating of which onto the surface of large area polycrystalline silicon solar cells(active area:110 cm^2)results in an increase of PCE from 15.06%to 15.57%.Remarkable stability of the luminescent film was also demonstrated under lightsoaking test for 500 h,and no obvious luminescence degradation can be observed.The remarkable enhancement of the conversion efficiency by 0.51%absolute on such a large active area,together with the high stability of the luminescent film,demonstrates a prospect for the implementation of the films in photovoltaic industry. 展开更多
关键词 ethylene-vinyl acetate lanthanide complexes solar cell stability
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