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自适应差分进化算法在光伏组件模型参数辨识中的应用 被引量:5
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作者 武涛 简献忠 +1 位作者 应怀樵 郭强 《电力科学与工程》 2018年第4期1-7,共7页
针对光伏组件模型参数辨识精度低和传统优化算法参数辨识过早收敛的问题,提出了基于自适应缩放因子和自适应交叉变异概率的差分进化算法对两种常用太阳能电池单元模型进行参数辨识,把辨识参数代入模型与实测数据进行拟合,用拟合效果好... 针对光伏组件模型参数辨识精度低和传统优化算法参数辨识过早收敛的问题,提出了基于自适应缩放因子和自适应交叉变异概率的差分进化算法对两种常用太阳能电池单元模型进行参数辨识,把辨识参数代入模型与实测数据进行拟合,用拟合效果好的一种太阳能电池单元模型作为光伏组件模型的基础,并用自适应差分进化算法对光伏组件模型的参数进行辨识,辨识结果的均方根误差为1.402e-2,辨识精度更高,全局收敛能力更强,并对辨识后的模型与实际测量数据进行拟合,其拟合相对误差是5.73e-4。计算电流平均绝对误差为2.11e-3,结果明显优于粒子群算法(POS),遗传算法(GA),模式搜索算法(PS),并在不同环境下验证了所提方法的有效性。这对光伏发电系统最大功率点跟踪控制和功率预测具有实际意义。 展开更多
关键词 光伏组件 太阳能电池单元 自适应差分进化算法 参数辨识
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Conjugated polymers containing B←N unit as electron acceptors for all-polymer solar cells 被引量:8
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作者 Chuandong Dou Jun Liu Lixiang Wang 《Science China Chemistry》 SCIE EI CAS CSCD 2017年第4期450-459,共10页
Polymer electron acceptors are the key materials in all-polymer solar cells(all-PSCs).In this review,we focused on introducing the principle of boron-nitrogen coordination bond(B←N),and summarizing our recent researc... Polymer electron acceptors are the key materials in all-polymer solar cells(all-PSCs).In this review,we focused on introducing the principle of boron-nitrogen coordination bond(B←N),and summarizing our recent research on polymer electron acceptors containing B←N unit for efficient all-PSC devices.Two approaches have been reported to design polymer electron acceptors using B←N unit.One is to replace a C-C unit by a B←N unit in conjugated polymers to transform a polymer electron donor to a polymer electron acceptor.The other approach is to construct novel electron-deficient building block based on B←N unit for polymer electron acceptors.The polymer electron acceptors containing B←N unit showed tunable lowest unoccupied molecular orbital(LUMO) energy levels and exhibited excellent all-PSC device performance with power conversion efficiency of exceeding6%.These results indicate that organic boron chemistry is a new toolbox to develop functional polymer materials for optoelectronic device applications. 展开更多
关键词 organic photovoltaics all-polymer solar cells polymer acceptor BORON BN coordination bond
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Effect of electron-withdrawing units on triphenylamine-based small molecules for solution-processed organic solar cells 被引量:2
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作者 Yifan Wang Huitao Bai +2 位作者 Pei Cheng Mingyu Zhang Xiaowei Zhan 《Science China Chemistry》 SCIE EI CAS CSCD 2015年第2期331-338,共8页
Organic small molecules (TPA-BT3T, TPA-PT3T, and TPA-DFBT3T) using triphenylamine as a donor unit, terthiophene as a bridge, and benzo-2,1,3-thiadiazole (BT), [1,2,5]thiadiazolo[3,4-e]pyridine (PT) or 5,6-difluo... Organic small molecules (TPA-BT3T, TPA-PT3T, and TPA-DFBT3T) using triphenylamine as a donor unit, terthiophene as a bridge, and benzo-2,1,3-thiadiazole (BT), [1,2,5]thiadiazolo[3,4-e]pyridine (PT) or 5,6-difluorobenzo[c][1,2,5]thiadiazole (DFBT) as an acceptor unit were designed and synthesized through Suzuki coupling reactions. These molecules exhibited good thermal stability with decomposition temperatures over 380℃ and broad absorption from 300 to 700 nm. Photovoltaic devices were fabricated with these small molecules as donors and PC71BM as an acceptor. The TPA-BT3T based devices exhibited a power conversion efficiency of 2.89%, higher than those of the TPA-PT3T- and TPA-DFBT3T-based devices (1.34% and 1.54% respectively). The effects of electron-withdrawing units on absorption, energy level, charge transport, morphology, and photovoltaic properties also were investigated. 展开更多
关键词 organic solar cell small molecule triphenylamine electron-withdrawing unit
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Synthesis of two-dimensional π-conjugated polymers pendent with benzothiadiazole and naphtho[1,2-c:5,6-c]bis[1,2,5]thiadiazole moieties for polymer solar cells
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作者 Wei Li Qingduan Li +4 位作者 Shengjian Liu Chunhui Duan Lei Ying Fei Huang Yong Cao 《Science China Chemistry》 SCIE EI CAS CSCD 2015年第2期257-266,共10页
Four new 2D donor–acceptor conjugated polymers were designed and synthesized.These new polymers comprised fluorenealt-triphenylamine or carbazole-alt-triphenylamine as the backbones,and pendants with 2,1,3-benzothiad... Four new 2D donor–acceptor conjugated polymers were designed and synthesized.These new polymers comprised fluorenealt-triphenylamine or carbazole-alt-triphenylamine as the backbones,and pendants with 2,1,3-benzothiadiazole(BT)or naphtho[1,2-c:5,6-c]bis[1,2,5]thiadiazole(NT)in a triphenylamine unit as the side groups.By changing the acceptor BT for a stronger electron-withdrawing unit of NT moiety in the side chain,the energy levels,absorption spectra,band gaps,and charge-transport abilities of the resultant polymers could be effectively tuned.Bulk heterojunction solar cells with these polymers as the electron donors and(6,6)-phenyl-C71-butyric acid methyl ester as the electron acceptor exhibited high open-circuit voltage(more than 0.8 e V).The power conversion efficiency can be improved from 1.37%to 3.52%by replacing the BT with an NT moiety,which indicates that introducing NT as the side-chain building block can be an effective strategy to construct efficient 2D conjugated polymers for PSCs. 展开更多
关键词 two-dimensional conjugated polymer BENZOTHIADIAZOLE naphthobisthiadiazole bulkheterojunction polymer solar cell
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