能源化学Pub Date : 2024-01-01Epub Date: 2023-10-13DOI: 10.1016/j.jechem.2023.09.042
Yiran Sun , Pengfei Zhou , Siyu Liu , Zhongjun Zhao , Yihao Pan , Xiangyan Shen , Xiaozhong Wu , Jinping Zhao , Junying Weng , Jin Zhou
{"title":"Manipulating Na occupation and constructing protective film of P2-Na0.67Ni0.33Mn0.67O2 as long-term cycle stability cathode for sodium-ion batteries","authors":"Yiran Sun , Pengfei Zhou , Siyu Liu , Zhongjun Zhao , Yihao Pan , Xiangyan Shen , Xiaozhong Wu , Jinping Zhao , Junying Weng , Jin Zhou","doi":"10.1016/j.jechem.2023.09.042","DOIUrl":"https://doi.org/10.1016/j.jechem.2023.09.042","url":null,"abstract":"<div><p>P2-Na<sub>0.67</sub>Ni<sub>0.33</sub>Mn<sub>0.67</sub>O<sub>2</sub> (NNMO) is promising cathode material for sodium-ion batteries (SIBs) due to its high specific capacity and fast Na<sup>+</sup> diffusion rate. Nonetheless, the irreversible P2-O2 phase transformation, Na<sup>+</sup>/vacancy ordering, and transition metal (TM) dissolution seriously damage its cycling stability and restrict its commercialization process. Herein, Na occupation manipulation and interface stabilization are proposed to strengthen the phase structure of NNMO by synergistic Zn/Ti co-doping and introducing lithium difluorophosp (LiPO<sub>2</sub>F<sub>2</sub>) film-forming electrolyte additive. The Zn/Ti co-doping regulates the occupancy ratio of Na<sub>e</sub>/Na<sub>f</sub> at Na sites and disorganizes the Na<sup>+</sup>/vacancy ordering, resulting in a faster Na<sup>+</sup> diffusion kinetics and reversible P2-Z phase transition for P2-Na<sub>0.67</sub>Ni<sub>0.28</sub>Zn<sub>0.05</sub>Mn<sub>0.62</sub>Ti<sub>0.05</sub>O<sub>2</sub> (NNZMTO). Meanwhile, the LiPO<sub>2</sub>F<sub>2</sub> additive can form homogeneous and ultrathin cathode-electrolyte interphase (CEI) on NNZMTO surface, which can stabilize the NNZMTO-electrolyte interface to prevent TM dissolution, surface structure transformation, and micro-crack generation. Combination studies of in situ and ex situ characterizations and theoretical calculations were used to elucidate the storage mechanism of NNZMTO with LiPO<sub>2</sub>F<sub>2</sub> additive. As a result, the NNZMTO displays outstanding capacity retention of 94.44% after 500 cycles at 1C with 0.3 wt% LiPO<sub>2</sub>F<sub>2</sub>, excellent rate performance of 92.5 mA h g<sup>−1</sup> at 8C with 0.1 wt% LiPO<sub>2</sub>F<sub>2</sub>, and remarkable full cell capability. This work highlights the important role of manipulating Na occupation and constructing protective film in the design of layered materials, which provides a promising direction for developing high-performance cathodes for SIBs.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 603-611"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92212743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
能源化学Pub Date : 2024-01-01Epub Date: 2023-09-26DOI: 10.1016/j.jechem.2023.09.015
Bayu Admasu Beshiwork , Xinyu Wan , Min Xu , Haoran Guo , Birkneh Sirak Teketel , Yu Chen , Jun Song Chen , Tingshuai Li , Enrico Traversa
{"title":"A defective iron-based perovskite cathode for high-performance IT-SOFCs: Tailoring the oxygen vacancies using Nb/Ta co-doping","authors":"Bayu Admasu Beshiwork , Xinyu Wan , Min Xu , Haoran Guo , Birkneh Sirak Teketel , Yu Chen , Jun Song Chen , Tingshuai Li , Enrico Traversa","doi":"10.1016/j.jechem.2023.09.015","DOIUrl":"https://doi.org/10.1016/j.jechem.2023.09.015","url":null,"abstract":"<div><p>The sluggish kinetics of the electrochemical oxygen reduction reaction (ORR) in intermediate-temperature solid oxide fuel cells (IT-SOFCs) greatly limits the overall cell performance. In this study, an efficient and durable cathode material for IT-SOFCs is designed based on density functional theory (DFT) calculations by co-doping with Nb and Ta the B-site of the SrFeO<sub>3−</sub><em><sub>δ</sub></em> perovskite oxide. The DFT calculations suggest that Nb/Ta co-doping can regulate the energy band of the parent SrFeO<sub>3−</sub><em><sub>δ</sub></em> and help electron transfer. In symmetrical cells, such cathode with a SrFe<sub>0.8</sub>Nb<sub>0.1</sub>Ta<sub>0.1</sub>O<sub>3−</sub><em><sub>δ</sub></em> (SFNT) detailed formula achieves a low cathode polarization resistance of 0.147 Ω cm<sup>2</sup> at 650 °C. Electron spin resonance (ESR) and X-ray photoelectron spectroscopy (XPS) analysis confirm that the co-doping of Nb/Ta in SrFeO<sub>3−</sub><em><sub>δ</sub></em> B-site increases the balanced concentration of oxygen vacancies, enhancing the electrochemical performance when compared to 20 mol% Nb single-doped perovskite oxide. The cathode button cell with Ni-SDC|SDC|SFNT configuration achieves an outstanding peak power density of 1.3 W cm<sup>−2</sup> at 650 °C. Moreover, the button cell shows durability for 110 h under 0.65 V at 600 °C using wet H<sub>2</sub> as fuel.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 306-316"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92280373","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
能源化学Pub Date : 2024-01-01Epub Date: 2023-09-04DOI: 10.1016/j.jechem.2023.08.037
Jianqi Zhang , Tao Fan , Shuai Yuan , Chongye Chang , Kuo Wang , Ziwei Song , Xinming Qian
{"title":"Patent-based technological developments and surfactants application of lithium-ion batteries fire-extinguishing agent","authors":"Jianqi Zhang , Tao Fan , Shuai Yuan , Chongye Chang , Kuo Wang , Ziwei Song , Xinming Qian","doi":"10.1016/j.jechem.2023.08.037","DOIUrl":"10.1016/j.jechem.2023.08.037","url":null,"abstract":"<div><p>While newer, more efficient Lithium-ion batteries (LIBs) and extinguishing agents have been developed to reduce the occurrence of thermal runaway accidents, there is still a scarcity of research focused on the application of surfactants in different LIBs extinguishing agents, particularly in terms of patented technologies. The aim of this review paper is to provide an overview of the technological progress of LIBs and LIBs extinguishing agents in terms of patents in Korea, Japan, Europe, the United States, China, etc. The initial part of this review paper is sort out LIBs technology development in different regions. In addition, to compare LIBs extinguishing agent progress and challenges of liquid, solid, combination of multiple, and microencapsulated. The subsequent section<!--> <!-->of this review focuses on an in-depth analysis dedicated to the efficiency and challenges faced by the surfactants corresponding design principles of LIBs extinguishing agents, such as nonionic and anionic surfactants. A total of 451,760 LIBs-related patent and 20 LIBs-fire-extinguishing agent-related patent were included in the analyses. The extinguishing effect, cooling performance, and anti-recombustion on different agents have been highlighted. After a comprehensive comparison of these agents, this review suggests that temperature-sensitive hydrogel extinguishing agent is ideal for the effective control of LIBs fire. The progress and challenges of surfactants have been extensively examined, focusing on key factors such as surface activity, thermal stability, foaming properties, environmental friendliness, and electrical conductivity. Moreover, it is crucial to emphasize that the selection of a suitable surfactant must align with the extinguishing strategy of the extinguishing agent for optimal firefighting effectiveness.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 39-63"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43996903","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
能源化学Pub Date : 2024-01-01Epub Date: 2023-10-12DOI: 10.1016/j.jechem.2023.09.032
Feng Zhou , Xiaofeng Ke , Yihuang Chen , Mei Zhao , Yun Yang , Youqing Dong , Chao Zou , Xi'an Chen , Huile Jin , Lijie Zhang , Shun Wang
{"title":"Electron-distribution control via Pt/NC and MoC/NC dual junction: Boosted hydrogen electro-oxidation and theoretical study","authors":"Feng Zhou , Xiaofeng Ke , Yihuang Chen , Mei Zhao , Yun Yang , Youqing Dong , Chao Zou , Xi'an Chen , Huile Jin , Lijie Zhang , Shun Wang","doi":"10.1016/j.jechem.2023.09.032","DOIUrl":"https://doi.org/10.1016/j.jechem.2023.09.032","url":null,"abstract":"<div><p>The scarcity, high cost and susceptibility to CO of Platinum severely restrict its application in alkaline hydrogen oxidation reaction (HOR). Hybridizing Pt with other transition metals provides an effective strategy to modulate its catalytic HOR performance, but at the cost of mass activity due to the coverage of modifiers on Pt surface. Herein, we constructed dual junctions’ Pt/nitrogen-doped carbon (Pt/NC) and δ-MoC/NC to modify electronic structure of Pt via interfacial electron transfer to acquire Pt-MoC@NC catalyst with electron-deficient Pt nanoparticles, simultaneously endowing it with high mass activity and durability of alkaline HOR. Moreover, the unique structure of Pt-MoC@NC endows Pt with a high CO-tolerance at 1,000 ppm CO/H<sub>2</sub>, a quality that commercial Pt-C catalyst lacks. The theoretical calculations not only confirm the diffusion of electrons from Pt/NC to MoC/NC could occur, but also demonstrate the negative shift of Pt <em>d</em>-band center for the optimized binding energies of *H, *OH and CO.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 513-520"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92280356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
能源化学Pub Date : 2024-01-01Epub Date: 2023-10-04DOI: 10.1016/j.jechem.2023.09.029
Shuang Hou , Dingtao Ma , Yanyi Wang , Kefeng Ouyang , Sicheng Shen , Hongwei Mi , Lingzhi Zhao , Peixin Zhang
{"title":"An in-situ self-etching enabled high-power electrode for aqueous zinc-ion batteries","authors":"Shuang Hou , Dingtao Ma , Yanyi Wang , Kefeng Ouyang , Sicheng Shen , Hongwei Mi , Lingzhi Zhao , Peixin Zhang","doi":"10.1016/j.jechem.2023.09.029","DOIUrl":"https://doi.org/10.1016/j.jechem.2023.09.029","url":null,"abstract":"<div><p>Sluggish storage kinetics is considered as the main bottleneck of cathode materials for fast-charging aqueous zinc-ion batteries (AZIBs). In this report, we propose a novel in-situ self-etching strategy to unlock the Palm tree-like vanadium oxide/carbon nanofiber membrane (P-VO/C) as a robust free-standing electrode. Comprehensive investigations including the finite element simulation, in-situ X-ray diffraction, and in-situ electrochemical impedance spectroscopy disclosed it an electrochemically induced phase transformation mechanism from VO to layered Zn<em><sub>x</sub></em>V<sub>2</sub>O<sub>5</sub>⋅<em>n</em>H<sub>2</sub>O, as well as superior storage kinetics with ultrahigh pseudocapacitive contribution. As demonstrated, such electrode can remain a specific capacity of 285 mA h g<sup>−1</sup> after 100 cycles at 1 A g<sup>−1</sup>, 144.4 mA h g<sup>−1</sup> after 1500 cycles at 30 A g<sup>−1</sup>, and even 97 mA h g<sup>−1</sup> after 3000 cycles at 60 A g<sup>−1</sup>, respectively. Unexpectedly, an impressive power density of 78.9 kW kg<sup>−1</sup> at the super-high current density of 100 A g<sup>−1</sup> also can be achieved. Such design concept of in-situ self-etching free-standing electrode can provide a brand-new insight into extending the pseudocapacitive storage limit, so as to promote the development of high-power energy storage devices including but not limited to AZIBs.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 399-408"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92285659","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
能源化学Pub Date : 2024-01-01Epub Date: 2023-10-13DOI: 10.1016/j.jechem.2023.10.002
Ruo Wang , Jiawei Li , Bing Han , Qingrong Wang , Ruohong Ke , Tong Zhang , Xiaohu Ao , Guangzhao Zhang , Zhongbo Liu , Yunxian Qian , Fangfang Pan , Iseult Lynch , Jun Wang , Yonghong Deng
{"title":"Unique double-layer solid electrolyte interphase formed with fluorinated ether-based electrolytes for high-voltage lithium metal batteries","authors":"Ruo Wang , Jiawei Li , Bing Han , Qingrong Wang , Ruohong Ke , Tong Zhang , Xiaohu Ao , Guangzhao Zhang , Zhongbo Liu , Yunxian Qian , Fangfang Pan , Iseult Lynch , Jun Wang , Yonghong Deng","doi":"10.1016/j.jechem.2023.10.002","DOIUrl":"https://doi.org/10.1016/j.jechem.2023.10.002","url":null,"abstract":"<div><p>Li metal batteries using high-voltage layered oxides cathodes are of particular interest due to their high energy density. However, they suffer from short lifespan and extreme safety concerns, which are attributed to the degradation of layered oxides and the decomposition of electrolyte at high voltage, as well as the high reactivity of metallic Li. The key is the development of stable electrolytes against both high-voltage cathodes and Li with the formation of robust interphase films on the surfaces. Herein, we report a highly fluorinated ether, 1,1,1-trifluoro-2-[(2,2,2-trifluoroethoxy) methoxy] ethane (TTME), as a co-solvent, which not only functions as a diluent forming a localized high concentration electrolyte (LHCE), but also participates in the construction of the inner solvation structure. The TTME-based electrolyte is stable itself at high voltage and induces the formation of a unique double-layer solid electrolyte interphase (SEI) film, which is embodied as one layer rich in crystalline structural components for enhanced mechanical strength and another amorphous layer with a higher concentration of organic components for enhanced flexibility. The Li||Cu cells display a noticeably high Coulombic efficiency of 99.28% after 300 cycles and Li symmetric cells maintain stable cycling more than 3200 h at 0.5 mA/cm<sup>2</sup> and 1.0 mAh/cm<sup>2</sup>. In addition, lithium metal cells using LiNi<sub>0.8</sub>Co<sub>0.1</sub>Mn<sub>0.1</sub>O<sub>2</sub> and LiCoO<sub>2</sub> cathodes (both loadings ∼3.0 mAh/cm<sup>2</sup>) realize capacity retentions of >85% over 240 cycles with a charge cut-off voltage of 4.4 V and 90% for 170 cycles with a charge cut-off voltage of 4.5 V, respectively. This study offers a bifunctional ether-based electrolyte solvent beneficial for high-voltage Li metal batteries.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 532-542"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92280355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
能源化学Pub Date : 2024-01-01Epub Date: 2023-09-29DOI: 10.1016/j.jechem.2023.09.019
Fang Yan , Yan Liu , Yuan Li , Yan Wang , Zicen Deng , Meng Li , Zhenwei Zhu , Aohan Zhou , Ting Li , Jingyi Qiu , Gaoping Cao , Shaobo Huang , Biyan Wang , Hao Zhang
{"title":"Hard-carbon hybrid Li-ion/metal anode enabled by preferred mesoporous uniform lithium growth mechanism","authors":"Fang Yan , Yan Liu , Yuan Li , Yan Wang , Zicen Deng , Meng Li , Zhenwei Zhu , Aohan Zhou , Ting Li , Jingyi Qiu , Gaoping Cao , Shaobo Huang , Biyan Wang , Hao Zhang","doi":"10.1016/j.jechem.2023.09.019","DOIUrl":"10.1016/j.jechem.2023.09.019","url":null,"abstract":"<div><p>To achieve high energy density in lithium batteries, the construction of lithium-ion/metal hybrid anodes is a promising strategy. In particular, because of the anisotropy of graphite, hybrid anode formed by graphite/Li metal has low transport kinetics and is easy to causes the growth of lithium dendrites and accumulation of dead Li, which seriously affects the cycle life of batteries and even causes safety problems. Here, by comparing graphite with two types of hard carbon, it was found that hybrid anode formed by hard carbon and lithium metal, possessing more disordered mesoporous structure and lithophilic groups, presents better performance. Results indicate that the mesoporous structure provides abundant active site and storage space for dead lithium. With the synergistic effect of this structure and lithophilic functional groups (–COOH), the reversibility of hard carbon/lithium metal hybrid anode is maintained, promoting uniform deposition of lithium metal and alleviating formation of lithium dendrites. The hybrid anode maintains a 99.5% Coulombic efficiency (CE) after 260 cycles at a specific capacity of 500 mAh/g. This work provides new insights into the hybrid anodes formed by carbon-based materials and lithium metal with high specific energy and fast charging ability.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 252-259"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135588400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
能源化学Pub Date : 2024-01-01Epub Date: 2023-09-27DOI: 10.1016/j.jechem.2023.09.016
Jinglin Xian , Huiyu Jiang , Zhiao Wu , Huimin Yu , Kaisi Liu , Miao Fan , Rong Hu , Guangyu Fang , Liyun Wei , Jingyan Cai , Weilin Xu , Huanyu Jin , Jun Wan
{"title":"Microwave shock motivating the Sr substitution of 2D porous GdFeO3 perovskite for highly active oxygen evolution","authors":"Jinglin Xian , Huiyu Jiang , Zhiao Wu , Huimin Yu , Kaisi Liu , Miao Fan , Rong Hu , Guangyu Fang , Liyun Wei , Jingyan Cai , Weilin Xu , Huanyu Jin , Jun Wan","doi":"10.1016/j.jechem.2023.09.016","DOIUrl":"10.1016/j.jechem.2023.09.016","url":null,"abstract":"<div><p>The incorporation of partial A-site substitution in perovskite oxides represents a promising strategy for precisely controlling the electronic configuration and enhancing its intrinsic catalytic activity. Conventional methods for A-site substitution typically involve prolonged high-temperature processes. While these processes promote the development of unique nanostructures with highly exposed active sites, they often result in the uncontrolled configuration of introduced elements. Herein, we present a novel approach for synthesizing two-dimensional (2D) porous GdFeO<sub>3</sub> perovskite with A-site strontium (Sr) substitution utilizing microwave shock method. This technique enables precise control of the Sr content and simultaneous construction of 2D porous structures in one step, capitalizing on the advantages of rapid heating and cooling (temperature ∼1100 K, rate ∼70 K s<sup>−1</sup>). The active sites of this oxygen-rich defect structure can be clearly revealed through the simulation of the electronic configuration and the comprehensive analysis of the crystal structure. For electrocatalytic oxygen evolution reaction application, the synthesized 2D porous Gd<sub>0.8</sub>Sr<sub>0.2</sub>FeO<sub>3</sub> electrocatalyst exhibits an exceptional overpotential of 294 mV at a current density of 10 mA cm<sup>−2</sup> and a small Tafel slope of 55.85 mV dec<sup>−1</sup> in alkaline electrolytes. This study offers a fresh perspective on designing crystal configurations and the construction of nanostructures in perovskite.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 232-241"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2095495623005314/pdfft?md5=77e7eff90061bb67e396a2d6d55968dc&pid=1-s2.0-S2095495623005314-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134995405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
能源化学Pub Date : 2024-01-01Epub Date: 2023-09-28DOI: 10.1016/j.jechem.2023.09.025
Chuanping Lin , Jun Xu , Delong Jiang , Jiayang Hou , Ying Liang , Xianggong Zhang , Enhu Li , Xuesong Mei
{"title":"A comparative study of data-driven battery capacity estimation based on partial charging curves","authors":"Chuanping Lin , Jun Xu , Delong Jiang , Jiayang Hou , Ying Liang , Xianggong Zhang , Enhu Li , Xuesong Mei","doi":"10.1016/j.jechem.2023.09.025","DOIUrl":"https://doi.org/10.1016/j.jechem.2023.09.025","url":null,"abstract":"<div><p>With its generality and practicality, the combination of partial charging curves and machine learning (ML) for battery capacity estimation has attracted widespread attention. However, a clear classification, fair comparison, and performance rationalization of these methods are lacking, due to the scattered existing studies. To address these issues, we develop 20 capacity estimation methods from three perspectives: charging sequence construction, input forms, and ML models. 22,582 charging curves are generated from 44 cells with different battery chemistry and operating conditions to validate the performance. Through comprehensive and unbiased comparison, the long short-term memory (LSTM) based neural network<span> exhibits the best accuracy and robustness. Across all 6503 tested samples, the mean absolute percentage error (MAPE) for capacity estimation using LSTM is 0.61%, with a maximum error of only 3.94%. Even with the addition of 3 mV voltage noise or the extension of sampling intervals to 60 s, the average MAPE remains below 2%. Furthermore, the charging sequences are provided with physical explanations related to battery degradation to enhance confidence in their application. Recommendations for using other competitive methods are also presented. This work provides valuable insights and guidance for estimating battery capacity based on partial charging curves.</span></p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 409-420"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"137116360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
能源化学Pub Date : 2024-01-01Epub Date: 2023-10-04DOI: 10.1016/j.jechem.2023.09.030
Yaochen Song , Pengkai Tang , Yanjie Wang , Yi Wang , Linnan Bi , Qi Liang , Liang He , Qingyu Xie , Yiyong Zhang , Peng Dong , Yingjie Zhang , Yao Yao , Jiaxuan Liao , Sizhe Wang
{"title":"Reinforced Lewis covalent bond by twinborn nitride heterostructure for lithium-sulfur batteries","authors":"Yaochen Song , Pengkai Tang , Yanjie Wang , Yi Wang , Linnan Bi , Qi Liang , Liang He , Qingyu Xie , Yiyong Zhang , Peng Dong , Yingjie Zhang , Yao Yao , Jiaxuan Liao , Sizhe Wang","doi":"10.1016/j.jechem.2023.09.030","DOIUrl":"https://doi.org/10.1016/j.jechem.2023.09.030","url":null,"abstract":"<div><p>The practical application of lithium-sulfur (Li-S) batteries, as promising next-generation batteries, is hindered by their shuttle effect and the slow redox kinetics. Herein, a tungsten and molybdenum nitride heterostructure functionalized with hollow metal-organic framework-derived carbon (W<sub>2</sub>N/Mo<sub>2</sub>N) was proposed as the sulfur host. The hollow spherical structure provides storage space for sulfur, enhances electrical conductivity, and inhibits volume expansion. The metal atoms in the nitrides bonded with lithium polysulfides (LiPSs) through Lewis covalent bonds, enhancing the high catalytic activity of the nitrides and effectively reducing the energy barrier of LiPSs redox conversion. Moreover, the high intrinsic conductivity of nitrides and the ability of the heterostructure interface to accelerate electron/ion transport improved the Li<sup>+</sup> transmission. By leveraging the combined properties of strong adsorption and high catalytic activity, the sulfur host effectively inhibited the shuttle effect and accelerated the redox kinetics of LiPSs. High-efficiency Li<sup>+</sup> transmission, strong adsorption, and the efficient catalytic conversion activities of LiPSs in the heterostructure were experimentally and theoretically verified. The results indicate that the W<sub>2</sub>N/Mo<sub>2</sub>N cathode provides stable, and long-term cycling (over 2000 cycles) at 3 C with a low attenuation rate of 0.0196% per cycle. The design strategy of a twinborn nitride heterostructure thus provides a functionalized solution for advanced Li-S batteries.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"88 ","pages":"Pages 363-372"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92353316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}