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Application and structure of carbon nanotube and graphene-based flexible electrode materials and assembly modes of flexible lithium-ion batteries toward different functions 碳纳米管和石墨烯基柔性电极材料的应用与结构,以及面向不同功能的柔性锂离子电池组装模式
IF 3.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-01-10 DOI: 10.1007/s11708-024-0911-2
Yanzhi Cai, Zhongyi Hu, Laifei Cheng, Siyu Guo, Tingting Liu, Shaohua Huang, Dengpeng Chen, Yuhan Wang, Haiming Yu, Yuan Zhou

In recent years, the rapid development of portable/wearable electronics has created an urgent need for the development of flexible energy storage devices. Flexible lithium-ion batteries (FLIBs) have emerged as the most attractive and versatile flexible electronic storage devices available. Carbon nanotubes (CNTs) are hollow-structured tubular nanomaterials with high electrical conductivity, large specific surface area, and excellent mechanical properties. Graphene (G) is to some extent comparable to CNTs, because both have unlimited value in flexible electrodes. Herein, a systematic summary of the application of CNT and G in FLIBs electrodes is presented, including different functional applications and services at different temperatures. Furthermore, the effects of electrode structures, including powder, wire-shaped, and film-shaped structures, on electrochemical properties is highlighted. The assembly structures of the FLIBs consisting of CNT and G-based flexible electrodes to realize different functions, including bendability, stretchability, foldability, self-healing, and self-detecting, are systematically reviewed. The current challenges and development prospects of flexible CNT and G-based flexible electrodes and corresponding FLIBs are discussed.

摘要 近年来,便携式/可穿戴电子设备的快速发展催生了对柔性储能设备的迫切需求。柔性锂离子电池(FLIBs)已成为最具吸引力的多功能柔性电子存储设备。碳纳米管(CNT)是一种中空结构的管状纳米材料,具有高导电性、大比表面积和优异的机械性能。石墨烯(G)在某种程度上可与碳纳米管相媲美,因为二者在柔性电极方面都具有无限价值。本文系统总结了碳纳米管和石墨烯在 FLIBs 电极中的应用,包括在不同温度下的不同功能应用和服务。此外,还重点介绍了粉末状、线状和薄膜状等电极结构对电化学性能的影响。系统综述了由 CNT 和 G 基柔性电极组成的 FLIB 的组装结构,以实现不同的功能,包括可弯曲性、可拉伸性、可折叠性、自愈性和自检测性。讨论了柔性 CNT 和 G 基柔性电极及相应的 FLIB 目前面临的挑战和发展前景。
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引用次数: 0
Gradient boosting dendritic network for ultra-short-term PV power prediction 梯度提升树枝状网络用于超短期光伏功率预测
IF 2.9 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-01-10 DOI: 10.1007/s11708-024-0915-y
Chunsheng Wang, Mutian Li, Yuan Cao, Tianhao Lu

To achieve effective intraday dispatch of photovoltaic (PV) power generation systems, a reliable ultra-short-term power generation forecasting model is required. Based on a gradient boosting strategy and a dendritic network, this paper proposes a novel ensemble prediction model, named gradient boosting dendritic network (GBDD) model which can reduce the forecast error by learning the relationship between forecast residuals and meteorological factors during the training of sub-models by means of a greedy function approximation. Unlike other machine learning models, the GBDD proposed is able to make fuller use of all meteorological factor data and has a good model interpretation. In addition, based on the structure of GBDD, this paper proposes a strategy that can improve the prediction performance of other types of prediction models. The GBDD is trained by analyzing the relationship between prediction errors and meteorological factors for compensating the prediction results of other prediction models. The experimental results show that the GBDD proposed has the benefit of achieving a higher PV power prediction accuracy for PV power generation and can be used to improve the prediction performance of other prediction models.

为实现光伏发电系统的有效日内调度,需要一种可靠的超短期发电预测模型。本文基于梯度提升策略和树枝状网络,提出了一种新的集合预测模型,命名为梯度提升树枝状网络(GBDD)模型,该模型在子模型训练过程中通过贪婪函数逼近,学习预报残差与气象要素之间的关系,从而降低预报误差。与其他机器学习模型不同,所提出的 GBDD 能够更充分地利用所有气象要素数据,并具有良好的模型解释能力。此外,基于 GBDD 的结构,本文提出了一种可以提高其他类型预测模型预测性能的策略。通过分析预测误差与气象因子之间的关系来训练 GBDD,以补偿其他预测模型的预测结果。实验结果表明,所提出的 GBDD 在光伏发电方面具有实现更高的光伏功率预测精度的优势,可用于提高其他预测模型的预测性能。
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引用次数: 0
Numerical study of novel OME1−6 combustion mechanism and spray combustion at changed ambient environments 新型 OME1-6 燃烧机理及变化环境下喷雾燃烧的数值研究
IF 3.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-01-10 DOI: 10.1007/s11708-024-0926-8
Frederik Wiesmann, Zeyan Qiu, Dong Han, Lukas Strauβ, Sebastian Rieβ, Michael Wensing, Thomas Lauer

For a climate-neutral future mobility, the so-called e-fuels can play an essential part. Especially, oxygenated e-fuels containing oxygen in their chemical formula have the additional potential to burn with significantly lower soot levels. In particular, polyoxymethylene dimethyl ethers or oxymethylene ethers (PODEs or OMEs) do not contain carbon-carbon bonds, prohibiting the production of soot precursors like acetylene (C2H2). These properties make OMEs a highly interesting candidate for future climate-neutral compression-ignition engines. However, to fully leverage their potential, the auto-ignition process, flame propagation, and mixing regimes of the combustion need to be understood. To achieve this, efficient oxidation mechanisms suitable for computational fluid dynamics (CFD) calculations must be developed and validated. The present work aims to highlight the improvements made by developing an adapted oxidation mechanism for OME1−6 and introducing it into a validated spray combustion CFD model for OMEs. The simulations were conducted for single- and multi-injection patterns, changing ambient temperatures, and oxygen contents. The results were validated against high-pressure and high-temperature constant-pressure chamber experiments. OH*-chemiluminescence measurements accomplished the characterization of the auto-ignition process. Both experiments and simulations were conducted for two different injectors. Significant improvements concerning the prediction of the ignition delay time were accomplished while also retaining an excellent agreement for the flame lift-off length. The spatial zones of high-temperature reaction activity were also affected by the adaption of the reaction kinetics. They showed a greater tendency to form OH* radicals within the center of the spray in accordance with the experiments.

对于气候中立的未来交通,所谓的电子燃料可以发挥重要作用。尤其是化学式中含有氧气的含氧电子燃料,在燃烧时烟尘含量明显降低。特别是,聚氧亚甲基二甲醚或氧亚甲基醚(PODE 或 OME)不含碳碳键,因此不会产生乙炔(C2H2)等烟尘前体物。这些特性使 OMEs 成为未来气候中和压燃式发动机的理想候选材料。然而,要充分发挥其潜力,还需要了解燃烧的自动点火过程、火焰传播和混合机制。为此,必须开发和验证适合计算流体动力学(CFD)计算的高效氧化机制。本研究旨在强调通过开发适用于 OME1-6 的氧化机制并将其引入经过验证的 OMEs 喷射燃烧 CFD 模型所取得的改进。模拟针对单次和多次喷射模式、不断变化的环境温度和氧气含量进行。模拟结果与高压和高温恒压室实验进行了验证。OH* 化学发光测量完成了自燃过程的表征。实验和模拟均针对两种不同的喷射器进行。在预测点火延迟时间方面取得了重大改进,同时在火焰腾空长度方面也保持了极好的一致性。高温反应活性空间区域也受到反应动力学适应性的影响。与实验结果一致,高温反应活性空间区域更倾向于在喷雾中心形成 OH* 自由基。
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引用次数: 0
Statistical approach to design Zn particle size, shape, and crystallinity for alkaline batteries 用统计方法设计碱性电池的锌颗粒大小、形状和结晶度
IF 3.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-01-10 DOI: 10.1007/s11708-024-0904-1
Brian Lenhart, Devadharshini Kathan, Valerie Hiemer, Mike Zuraw, Matt Hull, William E. Mustain

In modern alkaline batteries, the zinc anode is the performance-limiting and lifetime-limiting electrode, making the choice of zinc powder critical. Due to the various material fabrication processes that are used to manufacture industrial zinc powder, there exists a wide array of possible zinc particle shapes, sizes, and crystallinities. These industrial zinc powders are typically conceived, produced, and tested through trial-and-error processes using historical “rules of thumb.” However, a data-driven approach could more effectively elucidate the optimum combination of zinc particle properties. In this paper, the effect of Zn particle size, shape, and crystallinity on the achievable capacity and corrosion current is investigated. The Zn types are tested in both powder and slurry form. Following the data collection, a factorial-based statistical analysis is performed to determine the most statistically significant variables affecting capacity and corrosion. This information is then used to down-select to a subset of particles that are tested in cylindrical cells with an AA-equivalent geometry. The reported technique can be used to develop actionable principles for battery manufacturers to create cells that are more stable, longer lasting, and have higher energy densities.

在现代碱性电池中,锌阳极是限制电池性能和使用寿命的电极,因此选择锌粉至关重要。由于用于制造工业锌粉的材料制造工艺各不相同,因此存在着多种可能的锌颗粒形状、尺寸和结晶度。这些工业锌粉通常是利用历史上的 "经验法则",通过试错过程来构思、生产和测试的。然而,数据驱动的方法可以更有效地阐明锌颗粒特性的最佳组合。本文研究了锌颗粒的大小、形状和结晶度对可达到的容量和腐蚀电流的影响。测试的锌类型包括粉末和浆液两种形式。在收集数据后,进行了基于因子的统计分析,以确定在统计上对容量和腐蚀影响最大的变量。然后利用这些信息向下选择颗粒子集,在具有 AA 等效几何形状的圆柱形电池中进行测试。所报告的技术可用于为电池制造商制定可行的原则,以制造出更稳定、更持久、能量密度更高的电池。
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引用次数: 0
Recent advances in co-processing biomass feedstock with petroleum feedstock: A review 生物质原料与石油原料共处理的最新进展:综述
IF 2.9 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-01-10 DOI: 10.1007/s11708-024-0920-1
Cong Wang, Tan Li, Wenhao Xu, Shurong Wang, Kaige Wang

Co-processing of biomass feedstock with petroleum feedstock in existing refineries is a promising technology that enables the production of low-carbon fuels, reduces dependence on petroleum feedstock, and utilizes the existing infrastructure in refinery. Much effort has been dedicated to advancing co-processing technologies. Though significant progress has been made, the development of co-processing is still hindered by numerous challenges. Therefore, it is important to systematically summarize up-to-date research activities on co-processing process for the further development of co-processing technologies. This paper provides a review of the latest research activities on coprocessing biomass feedstock with petroleum feedstock utilizing fluid catalytic cracking (FCC) or hydrotreating (HDT) processes. In addition, it extensively discusses the influence of different types and diverse physicochemical properties of biomass feedstock on the processing of petroleum feedstock, catalysts employed in co-processing studies, and relevant projects. Moreover, it summarizes and discusses co-processing projects in pilot or larger scale. Furthermore, it briefly prospects the research trend of co-processing in the end.

在现有炼油厂中对生物质原料和石油原料进行共处理是一项很有前途的技术,它可以生产低碳燃料,减少对石油原料的依赖,并利用炼油厂现有的基础设施。人们一直致力于推动共处理技术的发展。虽然已经取得了重大进展,但共处理技术的发展仍受到诸多挑战的阻碍。因此,系统地总结有关共处理工艺的最新研究活动对于共处理技术的进一步发展非常重要。本文综述了利用流体催化裂化(FCC)或加氢处理(HDT)工艺对生物质原料和石油原料进行共处理的最新研究活动。此外,本文还广泛讨论了不同类型和不同理化性质的生物质原料对石油原料加工的影响、共处理研究中使用的催化剂以及相关项目。此外,还总结和讨论了中试或更大规模的共处理项目。最后还简要展望了共处理的研究趋势。
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引用次数: 0
Numerical multi-physical optimization of operating condition and current collecting setup for large-area solid oxide fuel cells 对大面积固体氧化物燃料电池的运行条件和电流收集装置进行多物理量数值优化
IF 3.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2024-01-01 DOI: 10.1007/s11708-023-0919-z
Chengrong Yu, Zehua Pan, Hongying Zhang, Bin Chen, Wanbing Guan, Bin Miao, Siew Hwa Chan, Zheng Zhong, Yexin Zhou

Due to the depletion of traditional fossil fuels and the aggravation of related environmental problems, hydrogen energy is gaining more attention all over the world. Solid oxide fuel cell (SOFC) is a promising power generation technology operating on hydrogen with a high efficiency. To further boost the power output of a single cell and thus a single stack, increasing the cell area is an effective route. However, it was recently found that further increasing the effective area of an SOFC single cell with a flat-tubular structure and symmetric double-sided cathodes would result in a lower areal performance. In this work, a multi-physical model is built to study the effect of the effective area on the cell performance. The distribution of different physical fields is systematically analyzed. Optimization of the cell performance is also pursued by systematically tuning the cell operating condition and the current collection setup. An improvement of 42% is revealed by modifying the inlet gas flow rates and by enhancing the current collection. In the future, optimization of cell geometry will be performed to improve the homogeneity of different physical fields and thus to improve the stability of the cell.

由于传统化石燃料的枯竭和相关环境问题的加剧,氢能正日益受到全世界的关注。固体氧化物燃料电池(SOFC)是一种前景广阔的高效氢能发电技术。要进一步提高单个电池的功率输出,从而提高单个电池堆的功率输出,增加电池面积是一条有效途径。然而,最近有研究发现,进一步增大采用扁管状结构和对称双面阴极的 SOFC 单电池的有效面积会降低其面积性能。本研究建立了一个多物理模型,以研究有效面积对电池性能的影响。系统分析了不同物理场的分布。此外,还通过系统地调整电池工作条件和电流收集设置来优化电池性能。通过调整入口气体流速和加强电流收集,电池性能提高了 42%。今后,将对电池的几何形状进行优化,以改善不同物理场的均匀性,从而提高电池的稳定性。
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引用次数: 0
Dynamic simulation of GEH-IES with distributed parameter characteristics for hydrogen-blending transportation 用于氢气混合运输的具有分布式参数特征的 GEH-IES 的动态模拟
IF 3.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-12-31 DOI: 10.1007/s11708-023-0914-4
Dengji Zhou, Jiarui Hao, Wang Xiao, Chen Wang, Chongyuan Shui, Xingyun Jia, Siyun Yan

For the purpose of environment protecting and energy saving, renewable energy has been distributed into the power grid in a considerable scale. However, the consuming capacity of the power grid for renewable energy is relatively limited. As an effective way to absorb the excessive renewable energy, the power to gas (P2G) technology is able to convert excessive renewable energy into hydrogen. Hydrogen-blending natural gas pipeline is an efficient approach for hydrogen transportation. However, hydrogen-blending natural gas complicates the whole integrated energy system (IES), making it more problematic to cope with the equipment failure, demand response and dynamic optimization. Nevertheless, dynamic simulation of distribution parameters of gas–electricity–hydrogen (GEH) energy system, especially for hydrogen concentration, still remains a challenge. The dynamics of hydrogen-blending IES is undiscovered. To tackle the issue, an iterative solving framework of the GEH-IES and a cell segment-based method for hydrogen mixing ratio distribution are proposed in this paper. Two typical numerical cases studying the conditions under which renewables fluctuate and generators fail are conducted on a real-word system. The results show that hydrogen blending timely and spatially influences the flow parameters, of which the hydrogen mixing ratio and gas pressure loss along the gas pipeline are negatively correlated and the response to hydrogen mixing ratio is time-delayed. Moreover, the hydrogen-blending amount and position also have a significant impact on the performance of the compressor.

出于保护环境和节约能源的目的,可再生能源已大规模进入电网。然而,电网对可再生能源的消纳能力相对有限。作为吸收过剩可再生能源的有效途径,电转气(P2G)技术能够将过剩的可再生能源转化为氢气。氢气混合天然气管道是氢气运输的有效方法。然而,氢气混合天然气会使整个综合能源系统(IES)变得复杂,从而在应对设备故障、需求响应和动态优化方面带来更多问题。然而,气-电-氢(GEH)能源系统分布参数的动态模拟,尤其是氢气浓度的动态模拟,仍然是一个挑战。氢气混合 IES 的动态变化尚未被发现。为解决这一问题,本文提出了气电氢能源系统的迭代求解框架和基于电池段的氢气混合比分布方法。在一个实词系统中进行了两个典型的数值案例,研究了可再生能源波动和发电机故障的条件。结果表明,氢气掺混对流量参数产生了及时的空间影响,其中氢气掺混比与气体管道压力损失呈负相关,且对氢气掺混比的响应是延时的。此外,氢气混合量和位置对压缩机的性能也有显著影响。
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引用次数: 0
Multi-timescale optimization scheduling of interconnected data centers based on model predictive control 基于模型预测控制的互联数据中心多时间尺度优化调度
IF 3.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-12-20 DOI: 10.1007/s11708-023-0912-6
Xiao Guo, Yanbo Che, Zhihao Zheng, Jiulong Sun

With the promotion of “dual carbon” strategy, data center (DC) access to high-penetration renewable energy sources (RESs) has become a trend in the industry. However, the uncertainty of RES poses challenges to the safe and stable operation of DCs and power grids. In this paper, a multi-timescale optimal scheduling model is established for interconnected data centers (IDCs) based on model predictive control (MPC), including day-ahead optimization, intraday rolling optimization, and intraday real-time correction. The day-ahead optimization stage aims at the lowest operating cost, the rolling optimization stage aims at the lowest intraday economic cost, and the real-time correction aims at the lowest power fluctuation, eliminating the impact of prediction errors through coordinated multi-timescale optimization. The simulation results show that the economic loss is reduced by 19.6%, and the power fluctuation is decreased by 15.23%.

随着 "双碳 "战略的推进,数据中心(DC)接入高渗透率的可再生能源(RES)已成为行业趋势。然而,可再生能源的不确定性给 DC 和电网的安全稳定运行带来了挑战。本文基于模型预测控制(MPC)建立了互联数据中心(IDC)的多时段优化调度模型,包括日前优化、日内滚动优化和日内实时修正。日前优化阶段以最低运行成本为目标,滚动优化阶段以最低日内经济成本为目标,实时校正以最低功率波动为目标,通过多时间尺度协调优化消除预测误差的影响。仿真结果表明,经济损失降低了 19.6%,功率波动降低了 15.23%。
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引用次数: 0
Performance of iron-air battery with iron nanoparticle-encapsulated C-N composite electrode 铁纳米粒子封装 C-N 复合电极的铁-空气电池性能
IF 3.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-12-05 DOI: 10.1007/s11708-023-0913-5
Can Fang, Xiangmei Tang, Jiaoyan Wang, Qingfeng Yi

Highly efficient and stable iron electrodes are of great significant to the development of iron-air battery (IAB). In this paper, iron nanoparticle-encapsulated C-N composite (NanoFe@CN) was synthesized by pyrolysis using polyaniline as the C-N source. Electrochemical performance of the NanoFe@CN in different electrolytes (alkaline, neutral, and quasi-neutral) was investigated via cyclic voltammetry (CV). The IAB was assembled with NanoFe@CN as the anode and IrO2 + Pt/C as the cathode. The effects of different discharging/charging current densities and electrolytes on the battery performance were also studied. Neutral K2SO4 electrolyte can effectively suppress the passivation of iron electrode, and the battery showed a good cycling stability during 180 charging/discharging cycles. Compared to the pure nano-iron (NanoFe) battery, the NanoFe@CN battery has a more stable cycling stability either in KOH or NH4Cl + KCl electrolyte.

高效稳定的铁电极对铁-空气电池(IAB)的开发具有重要意义。本文以聚苯胺为 C-N 源,通过热解合成了铁纳米粒子封装 C-N 复合材料(NanoFe@CN)。通过循环伏安法(CV)研究了 NanoFe@CN 在不同电解质(碱性、中性和准中性)中的电化学性能。IAB 以 NanoFe@CN 为阳极,IrO2 + Pt/C 为阴极。此外,还研究了不同的放电/充电电流密度和电解质对电池性能的影响。中性 K2SO4 电解液能有效抑制铁电极的钝化,电池在 180 次充放电循环中表现出良好的循环稳定性。与纯纳米铁(NanoFe)电池相比,NanoFe@CN 电池在 KOH 或 NH4Cl + KCl 电解液中都具有更稳定的循环稳定性。
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引用次数: 0
Enhanced photoelectrochemical water splitting with a donor-acceptor polyimide 用给受体聚酰亚胺增强光电化学水分解
IF 3.1 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-11-30 DOI: 10.1007/s11708-023-0910-8
Hongyu Qu, Xiaoyu Xu, Longfei Hong, Xintie Wang, Yifei Zan, Huiyan Zhang, Xiao Zhang, Sheng Chu

Polyimide (PI) has emerged as a promising organic photocatalyst owing to its distinct advantages of high visible-light response, facile synthesis, molecularly tunable donor-acceptor structure, and excellent physicochemical stability. However, the synthesis of high-quality PI photoelectrode remains a challenge, and photoelectrochemical (PEC) water splitting for PI has been less studied. Herein, the synthesis of uniform PI photoelectrode films via a simple spin-coating method was reported, and their PEC properties were investigated using melamine as donor and various anhydrides as acceptors. The influence of the conjugate size of aromatic unit (phenyl, biphenyl, naphthalene, perylene) of electron acceptor on PEC performance were studied, where naphthalene-based PI photoelectrode exhibited the highest photocurrent response. This is resulted from the unification of wide-range light absorption, efficient charge separation and transport, and strong photooxidation capacity. This paper expands the material library of polymer films for PEC applications and contributes to the rational design of efficient polymer photoelectrodes.

聚酰亚胺(PI)具有可见光响应高、合成简便、供受体结构分子可调、物理化学稳定性好等优点,是一种很有前途的有机光催化剂。然而,高质量PI光电极的合成仍然是一个挑战,光电化学(PEC)对PI的水分解研究较少。本文以三聚氰胺为给体,各种酸酐为受体,采用简单的旋涂法制备了均匀PI光电极薄膜,并对其PEC性能进行了研究。研究了电子受体的芳香单元(苯基、联苯、萘、苝)的共轭尺寸对电化学性能的影响,其中萘基PI光电极表现出最高的光电流响应。这是由于广泛的光吸收,高效的电荷分离和传输,以及强大的光氧化能力的统一。本文扩充了聚合物薄膜的材料库,有助于高效聚合物光电极的合理设计。
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引用次数: 0
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