中文核心期刊
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中国化学与物理电源行业协会会刊
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20 October 2025, Volume 49 Issue 10
    

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  • LIN Junwei, YE Zixian, DING Xiang
    Chinese Journal of Power Sources. 2025, 49(10): 1963-1974. https://doi.org/10.3969/j.issn.1002-087X.2025.10.001
    Abstract ( ) Download PDF ( )   Knowledge map   Save
    The ternary cathode materials for lithium-ion batteries (LIBs) have the advantages of high specific capacity and high energy density. However, the ternary cathode materials face the challenges such as cation mixing, interfacial side reactions, and insufficient structural stability during long-term cycling, largely inhibiting the sustained performance improvement of LIBs. The researches show that the modification techniques such as elemental doping and surface coating can effectively improve their electrochemical performance. The progress of modification research on ternary cathode materials in recent years was reviewed, especially the effects of the elemental doping and surface coating on material performance. Various modification schemes for ternary cathode materials were summarized systematically, and in-depth analysis was conducted. The suggestions for the future research direction and industrialization of ternary cathode materials were provided.
  • MA Pengfei, WANG Wei, GUO Hui
    Chinese Journal of Power Sources. 2025, 49(10): 1975-1987. https://doi.org/10.3969/j.issn.1002-087X.2025.10.002
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    As the core energy storage component of electric vehicles, safe, fast and efficient charging of lithium-ion batteries is the key to solving the range anxiety of electric vehicles. However, fast charging causes side reactions in lithium-ion batteries, accelerating the degradation of energy storage capacity and life and leading to a series of safety issues. It is crucial to clarify the capacity degradation mechanism of the power battery under fast charging conditions, build reasonable electrode structures, precisely regulate electrolyte types, and optimize charging strategies combining multi objective for the development of lithium-ion battery fast charging technologies. The progress of fast charging strategies for new energy vehicle energy storage systems was reviewed. Based on the structure regulation of electrode materials, the ionic/electronic conductivity of materials was improved or the Li+ transfer path in electrode materials was shortened to accelerate the charging rate of lithium-ion batteries. By regulating the type of additives and lithium salt concentration as well as exploring new electrolytes, the electrode-electrolyte interface structure was optimized to achieve the fast charging of lithium-ion batteries. Different types of charging strategies were discussed to shorten the charging time and effectively control the safety during the charging process.
  • SU Jianming, QIU Hui
    Chinese Journal of Power Sources. 2025, 49(10): 1988-1998. https://doi.org/10.3969/j.issn.1002-087X.2025.10.003
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    Based on the patent data, the development trend of patent technologies preventing thermal runaway in lithium-ion batteries was analyzed, and the key technological branches and their innovations were revealed. From a macro perspective, the patent application trends, major applicants, and their technological compositions of major countries/regions globally were analyzed, and the patent flow and development trends of various technology branches in China, the United States, Japan, South Korea, and Europe were analyzed. The research progress of technical branches including the material optimization, structure improvement, and thermal management was analyzed from a key technological perspective. The results show that Chinese enterprises show outstanding performance in lithium-ion battery thermal runaway prevention technology, accounting for 62% of patent applications, but the international layout is insufficient. The material optimization remains the core, while the thermal management, battery management systems, and fire-fighting technologies are emerging as new growth engines. The solid-state electrolytes, flame-retardant electrolytes, and other areas have developed significant advantages. It is recommended to optimize the overseas patent layout, strengthen R&D investment in high-growth areas, enhance interdisciplinary collaboration, and promote the development of systematic protection technologies.
  • YANG Zongfan, XU Dehua, FU Tiantian, ZHAO Zishou, LIU Xingjiang
    Chinese Journal of Power Sources. 2025, 49(10): 1999-2010. https://doi.org/10.3969/j.issn.1002-087X.2025.10.004
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    The lithium metal batteries (LMBs) offer high energy density due to the high theoretical specific capacity (3862 mAh/g) of lithium metal anodes, but the internal short circuit and thermal runaway risks caused by lithium dendrites have hindered their engineering applications. The progress of the lithium metal batteries was reviewed. On the anode, the three-dimensional micro-nano structured current collectors guide the uniform lithium deposition through physical confinement; the element doping reduces the lithium nucleation overpotential and regulates the interfacial chemical reactions; the lithium alloy anodes enhance the cycling stability. In electrolyte engineering, the dielectric regulation strategies optimize the interfacial electric field, and the polymer systems enhance the reduction kinetics. In terms of separators, the coating optimization and ultrathin composites improve the lithium-ion transport. In terms of safety, the high-concentration electrolytes, in-situ high-temperature resistant interfaces and flame-retardant additives significantly increase the thermal runaway onset temperatures. The material and interfacial breakthroughs lay the foundation for the safe application of high-energy LMBs.
  • TANG Hao, HOU Xiaoyi, XU Yuan, ZHANG Yibo, ZHAO Liang, TAN Yan, WANG Miao, KANG Yulong
    Chinese Journal of Power Sources. 2025, 49(10): 2011-2020. https://doi.org/10.3969/j.issn.1002-087X.2025.10.005
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    The P2-type layered oxide cathode materials are regarded as one of the most promising cathode materials for sodium-ion batteries due to their high theoretical specific capacity, excellent ionic conductivity, and stable structure. However, the electrochemical performances of P2-type cathode materials deteriorate significantly as a result of micro-cracking, phase transformations, and surface side reactions during charging and discharging processes. In light of these challenges, the progress of modification of P2-type layered oxide cathode materials for sodium-ion batteries was summarized. The influence of various modification strategies, including doping modification, entropy modulation, surface coating, structure modulation, phase modulation, proportional modulation, and co-modification, on the electrochemical properties of P2-type materials was examined. It provides the practical reference for modification of P2-type layered oxide cathode materials.
  • WANG Dejun, CAO Yangyang, XU Chenglin, SUN Haohan, LI Huanhuan
    Chinese Journal of Power Sources. 2025, 49(10): 2021-2034. https://doi.org/10.3969/j.issn.1002-087X.2025.10.006
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    As the global energy demand rises, the pure electric vehicles are gaining attention for their high energy efficiency and environmental benefits. However, the battery performance is sensitive to temperature, and the air conditioning systems consume significant power in cold conditions, limiting the range of electric vehicles. The effective thermal management system is crucial for maximizing the range, ensuring the vehicle safety, and enhancing the passenger comfort. The main heat sources of electric vehicles were analyzed, and their characteristics were studied. The integration schemes for electric vehicle heat sources were explored, including dual and multi-heat source systems. The design concepts, advantages and disadvantages of different integration schemes were introduced. The control strategies for the integrated thermal management were analyzed. The thermal management direction of electric vehicles was prospected. The development trends and significance of thermal management towards integration were emphasized.
  • Research and design: Chemical power sources
  • HAN Peng, WANG Lifan, ZHAN Chun
    Chinese Journal of Power Sources. 2025, 49(10): 2035-2042. https://doi.org/10.3969/j.issn.1002-087X.2025.10.007
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    The electrical conductivity of the electrode is crucial for the prelithiation performance of lithium oxalate (Li2C2O4, LCO) prelithiation additive. However, whether the two factors exhibit a positive correlation remains controversial. Four lithium iron phosphate (LFP) samples with different carbon coating contents were synthesized via a hydrothermal method to elucidate the correlation mechanism between the prelithiation performance of LCO and the electrical conductivity of electrode. The results show that the conductivity of the LFP electrode is not positively correlated with the prelithiation performance of LCO. Specifically, as the carbon content increases, the prelithiation capacity of LCO first increases and then decreases. When the carbon coating content reaches 2%, LCO exhibits almost no prelithiation capacity. When the carbon content is 0.54%, LCO delivers a prelithiation capacity of 8.97mAh/g.
  • ZHENG Ruipeng, XU Yan, XU Jiamin, WU Tao, LIN Shuang
    Chinese Journal of Power Sources. 2025, 49(10): 2043-2048. https://doi.org/10.3969/j.issn.1002-087X.2025.10.008
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    The SnCu alloy was introduced into the graphite electrodes by electrochemical deposition to construct the SnCu/graphite electrode system, which was used to compensate the irreversible capacity loss caused by the formation of SEI film in the anode, so as to improve the specific capacity of the battery. The SnCu/graphite electrode sheet was characterized by XRD and SEM, and the battery was charged and discharged after assembly. The results show that the ion liquid electrodeposition method can successfully deposit SnCu alloy on the graphite anode sheet. When the concentration of Sn2+ is 1mol/L, the concentration of Cu2+ is 0.5mol/L, the current density is 2.5mA/cm2, and the electrodeposition time is 30min, the specific capacity of the SnCu/graphite electrode is the highest.
  • WANG Pengcheng, WANG Qichao, WANG Shiwen
    Chinese Journal of Power Sources. 2025, 49(10): 2049-2057. https://doi.org/10.3969/j.issn.1002-087X.2025.10.009
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    As the lithium iron phosphate (LiFePO4) batteries have been widely used in energy storage system and vehicle markets, their performance at extreme environments including high temperature has gained more attention. Base on this requirement, the cycle performance of LiFePO4 pouch cells at high temperature of 45 ℃ was investigated. 2,3-Dihydropyrido[2,3-d][1,3]oxazol-2-one (DPT) was designed as an electrolyte functional additive. The additive has a high reduction potential (1.47 V, vs. 1.17 V of ethylene carbonate), and can form solid electrolyte interphase (SEI) containing LiNxOy, Li3N, LixPOyFz and LiF. The cycling performances of pouch cells with 0%, 0.3%, 0.5% and 1.0% DPT were compared at 45℃ and 10.24W. The pouch cells with 0%, 0.3% and 0.5% DPT achieve the capacity retention of 60% after 232, 432, and 971 cycles, respectively. The pouch cells with 1.0% DPT maintain the capacity retention of 80% after 1 000 cycles. However, increasing the DPT addition increases the charge-discharge impedance. Considering comprehensive battery performance, the recommended addition amount of DPT is 0.5%.
  • WU Jinwei, TAN Shuailin
    Chinese Journal of Power Sources. 2025, 49(10): 2058-2065. https://doi.org/10.3969/j.issn.1002-087X.2025.10.010
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    Focusing on the INR33650 lithium-ion battery used in spacecraft, the influence of the electrolyte quantity (12-24g) on its performance was systematically explored. Through formation, aging, overcharging, and cycling tests, it’s found that the electrolyte quantity significantly affects the discharge capacity, voltage plateau, and internal resistance, but has limited impact on the overcharging safety performance and cycle life. When the electrolyte quantity is 16-20 g, the electrolyte fully wets the electrodes, resulting in stable electrical performance, long cycle life, and high specific energy. When the electrolyte quantity is less than 16 g, the increased gas storage space partly offsets the impact of insufficient electrode wetting on the cycle life, but the temperature rise of the overcharged battery is relatively high (31.1℃). Although increasing the electrolyte quantity to 22-24 g with a 5 mm increase of the case height can buffer the stress of the electrodes and increase the gas storage space, slightly improving the cycle life, it does not meet the requirements of lightweight. Through comprehensive analysis, it's confirmed that the optimal electrolyte quantity for the INR33650 battery is 16-20g (the electrolyte volumetric factor of 1.31-1.65), providing technical support for the design of high specific energy batteries for spacecraft.
  • ZHONG Qifang, SUN Yansheng
    Chinese Journal of Power Sources. 2025, 49(10): 2066-2071. https://doi.org/10.3969/j.issn.1002-087X.2025.10.011
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    The method of controlling a single variable was adopted, four carbon black products with different sulfur contents were selected, and the carbon black raw material powder, electrode, and battery cell were tested and analyzed from different dimensions by using SEM, ICP, resistivity tester, and battery detection cabinet. The results show that the sulfur content of carbon black products varies greatly due to the influence of raw material selection and production process. There are more functional groups in the structure of furnace carbon black products, which more easily disperse, resulting in reducing the resistivity of cathode sheets and the DCIR of battery cells. The sulfur content of carbon black has no significant effect on the rate and high/low temperature performance, but the sulfur impurities have a negative impact on the specific capacity and cycling performance, especially in terms of calendar life. The impact of sulfur content on the charge retention and capacity recovery rate shows a strong negative correlation. The research results provide reference for the application of high-sulfur carbon black in lithium-ion batteries.
  • KANG Yuanchun, SONG Boyang
    Chinese Journal of Power Sources. 2025, 49(10): 2072-2079. https://doi.org/10.3969/j.issn.1002-087X.2025.10.012
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    In order to meet the thermal control requirements of the battery module, a design scheme of regional variable thermal conductivity thermal pads was proposed. The thermal pad between the battery module and the direct cooling plate was divided into three regions, and different coefficients were applied to enhance overall temperature uniformity. Combined with range analysis, the orthogonal experimental design was used to determine the optimal thermal conductivity allocation scheme. The simulation results show that compared to the traditional approach, the maximum temperature difference of the scheme reduces from 5.8 to 4.85 ℃ while ensuring the highest temperature of the battery module remains within the optimal operating range. The scheme effectively improves the temperature uniformity of the battery module. The effects of the refrigerant mass flow rate, inlet quality and evaporation temperature on the system performance were analyzed. It provides a reference for the engineering design of direct cooling thermal management systems for power batteries.
  • JING Zhihao, ZHOU Zhongkai
    Chinese Journal of Power Sources. 2025, 49(10): 2080-2087. https://doi.org/10.3969/j.issn.1002-087X.2025.10.013
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    The electrochemical model of lithium-ion batteries is the most accurate model at present, but the parameter identification of electrochemical models faces the challenges of high parameter dimension and high complexity. A multi-time-scale parameter grouping identification method based on artificial lemming algorithm (ALA) was proposed for the parameter identification of extended single particle model (ESPM) of lithium-ion batteries. The model parameters were grouped according to the different time scales and identified in turn in combination with different conditions to reduce the space dimension of the parameter and simplify the parameter identification steps. The results show that the average absolute percentage error of the proposed method can reach less than 0.5%, and reduce to 0.25% after using ALA.
  • YANG Shichao, ZHAO Li
    Chinese Journal of Power Sources. 2025, 49(10): 2088-2100. https://doi.org/10.3969/j.issn.1002-087X.2025.10.014
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    Currently, the technical approach of improving SOH (state of health) estimation accuracy by increasing model complexity often results in significant computational overhead, unsuitable for lightweight embedded devices. To address this issue, an efficient and accurate SOH estimation method was proposed. The adaptive weighted multi-head linear self-attention mechanism was used to effectively capture the long-term and short-term dependencies in the battery degradation process and reduce the computational cost. The depthwise separable convolution was employed for the lightweight multi-scale feature extraction. The egret swarm optimization algorithm was utilized to optimize the model’s hyperparameters, enhancing both prediction accuracy and robustness. The experimental results demonstrate that the proposed method achieves excellent SOH estimation performance on multiple publicly available battery datasets. Moreover, compared to CNN-Transformer and Transformer models, the proposed method reduces the training time by 27.30% and 10.29%, and the storage space by 21.59% and 21.80%, respectively, showing great potential for practical engineering applications.
  • XIA Jing, GAO Yuan, LI Shuxiang, LI Shouyi, GAO Long, ZHANG Dakui, ZHANG Baolei
    Chinese Journal of Power Sources. 2025, 49(10): 2101-2108. https://doi.org/10.3969/j.issn.1002-087X.2025.10.015
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    In order to optimize the preparation of sodium-ion batteries and improve the performance of hard carbon anode materials, the structural and electrochemical properties of commercial hard carbon materials from three leading manufacturers (Kuraray, Baisige, and BTR) were analyzed, including morphology, particle size, crystalline structure, pore characteristic, compacted density, specific capacity, cycling stability, rate capability, and diffusion kinetics. The results reveal that Kuraray's hard carbon demonstrates the smallest particle size and specific surface area, the most concentrated pore size distribution, and the highest compacted density. Baisige's hard carbon exhibits the highest structural disorder, while BTR's hard carbon shows the largest particle size and specific surface area. The initial reversible specific capacities of the hard carbon from Baisige, Kuraray and BTR are 319.0, 303.3 and 301.0 mAh/g. Notably, Kuraray's hard carbon demonstrates the highest capacity retention (95.7% after 250 cycles) and the best rate capability (232.0 mAh/g at 10 C). During the electrochemical reaction process, Kuraray's hard carbon is predominantly surface-controlled, while Baisige and BTR's systems are mainly diffusion-controlled.
  • GUO Xufan, WANG Shaolan, LIU Wenfei, HE Tinglong, LAN Jiawei, HE Xuanmeng, MA Shuan
    Chinese Journal of Power Sources. 2025, 49(10): 2109-2115. https://doi.org/10.3969/j.issn.1002-087X.2025.10.016
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    In recent years, the transition metal selenides have garnered significant interest in energy storage field (including sodium-ion batteries, potassium-ion batteries, and supercapacitors) for their diverse coordination structures, high theoretical specific capacity, and low cost. The nanosheet Cu2Se materials were successfully prepared by a simple solvothermal method and used as the anode of sodium-ion batteries. The sodium storage performance was systematically investigated through a combination of various characterization techniques and electrochemical tests. The results show that the prepared Cu2Se materials exhibit excellent electrochemical performance. At a current density of 0.5 A/g, the reversible specific capacity after 200 cycles is 285.26mAh/g, and the coulombic efficiency is close to 100%. Even after 1000 cycles at a high current density of 2A/g, it retains a reversible specific capacity of 258.26mAh/g, and the capacity retention reaches 98.5%. Meanwhile, the Cu2Se material also shows good rate performance and low impedance. In summary, the Cu2Se nanomaterials exhibit excellent sodium storage performance.
  • ZHANG Guifang, ZHOU Jingyu, CHEN Zhenlei, SHI Zhiqiang
    Chinese Journal of Power Sources. 2025, 49(10): 2116-2122. https://doi.org/10.3969/j.issn.1002-087X.2025.10.017
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    With O3-type Na(NiFeMn)1/3O2(NFM) as cathode material and hard carbon (HC) as anode material, the single-layer sodium-ion pouch cells with different N/P ratios (1.01, 1.06, 1.10, 1.16, 1.25) were designed and prepared by adjusting the surface density parameters of cathode and anode. The electrochemical properties were analyzed and compared by three-electrode technology, constant current charge and discharge and EIS. The results show that when the N/P ratio is 1.16, the comprehensive performance of the pouch cell is the best. The reversible specific capacity is 70mAh/g after rate cycling test. After 200 cycles at 0.3C, the reversible specific capacity maintains 75mAh/g, and the capacity retention is as high as 95.4%. At the same time, the anode material exhibits optimal structure integrity after cycling. The three-electrode test further reveals that the voltage curve of the system with N/P ratio of 1.16 is stable during the charging and discharging process, and the anode potential remains stably above 0V, effectively avoiding the formation of sodium dendrites.
  • ZHOU Gang, DAI Yinggen, FANG Hao, YU Tianjian
    Chinese Journal of Power Sources. 2025, 49(10): 2123-2128. https://doi.org/10.3969/j.issn.1002-087X.2025.10.018
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    The state of charge (SOC) of the energy storage battery exhibits the characteristics such as fluctuation and nonlinearity, which makes it difficult to accurately estimate the state of charge. To solve this problem, a grid search-optimized long-term and short-term memory network model combined with attention mechanism (GS-LSTM-Attention) was proposed. The key information was captured through the attention mechanism, and the key hyperparameters of the model were optimized through the grid search. The experimental results show that the GS-LSTM-Attention model outperforms both the LSTM model and the LSTM-Attention model across all working conditions and indicators, with the coefficients of determination (R2) higher than 0.91 on all working conditions, and the R2 is as high as 0.977 1 at 2A, which is higher than that of the other two models by 0.1203 and 0.0763, respectively. In addition, both the mean square error and mean absolute error reduce to different degrees, verifying the high accuracy and application value of the proposed model.
  • HUANG Bin
    Chinese Journal of Power Sources. 2025, 49(10): 2129-2138. https://doi.org/10.3969/j.issn.1002-087X.2025.10.019
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    The ultra-small graphene nanosheets were synthesized via Fe3+/Fe2+-mediated photocatalytic shearing strategy, serving as the conductive scaffolds for in-situ growth of array-like NiCo bimetallic hydroxides. The ultra-small graphene substrate not only enhances the overall conductivity, but also suppresses the material aggregation through the spatial confinement effects, exposing abundant electroactive sites. The electrochemical characterization reveals that the charge transfer kinetics significantly improves. The material delivers a remarkable specific capacity of 281.3mAh/g at 1 A/g. The assembled asymmetric supercapacitor with this composite cathode maintains 88.91% of initial capacitance after 10000 cycles at 5A/g, demonstrating exceptional cycling stability.
  • ZHANG Mengqi, PU Guohong, ZHANG Jun, OUYANG Lixia
    Chinese Journal of Power Sources. 2025, 49(10): 2139-2147. https://doi.org/10.3969/j.issn.1002-087X.2025.10.020
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    The flower-like MoS2 was synthesized by using a hydrothermal method, and calcinated in an argon atmosphere at temperature of 600, 700, 800, and 900℃. The results indicate that as the calcination temperature increases appropriately, the carbonization and decomposition of the F127 template leads to the formation of a thin carbon layer coating the MoS2 particles, resulting in the MoS2/C composites. Simultaneously, the high-temperature calcination reduces the particle size of MoS2, improves the distribution uniformity, and enhances the crystallinity. The synergistic effect between MoS2 and the carbon layer improves the electrochemical performance. The electrochemical tests reveal that the MoS2/C composite calcined at 800℃ exhibits the best performance, achieving a specific capacitance of 335.4 F/g at a current density of 1 A/g. A fully symmetric supercapacitor was constructed by using the composites. The electrochemical tests demonstrate that the supercapacitor exhibits high energy density (16.13Wh/kg) and power density (6000 W/kg), along with excellent rate capability and cycling stability. After 4000 charge-discharge cycles, the capacitance retention remains 92%. The MoS2/C composite prepared by this method can serve as an electrode material for supercapacitors, effectively enhancing their electrochemical performance.
  • HU Yanhui, SUN Yayi, WANG Youjun, LI Xin, SHENG Zhe
    Chinese Journal of Power Sources. 2025, 49(10): 2148-2155. https://doi.org/10.3969/j.issn.1002-087X.2025.10.021
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    The carbon materials, widely used as the cathodes in zinc-ion hybrid capacitors, significantly influence the device performance. The three-dimensional porous carbon materials were synthesized from ginkgo nutshells by using a two-step pyrolysis process consisting of pre-carbonization and KOH activation. The morphology, microstructure and electrochemical properties of the materials were characterized through scanning electron microscopy, X-ray diffraction, and electrochemical workstation. The results reveal that the synthesized ginkgo nutshell-based carbon materials feature a three-dimensional block-like structure with the interconnected pore channels. The material primarily consists of micropores with a distribution of mesopores and macropores, forming a hierarchical porous structure. The assembled zinc-ion hybrid capacitor delivers a high energy density of 189.83Wh/kg at a power density of 203.39W/kg, and still maintains the energy density of 106.76Wh/kg even at a high power density of 11 172.41W/kg.
  • HE Sailong, BAI Jiajun, CHEN Na, LI Zongbin, WANG Liqiang
    Chinese Journal of Power Sources. 2025, 49(10): 2156-2161. https://doi.org/10.3969/j.issn.1002-087X.2025.10.022
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    In order to improve the electrochemical performance of graphite felt electrodes used in iron-chromium redox flow batteries, the graphite felt was modified by using a high-temperature solidstate reaction method. The influence of the MnOx doping processes on the performance of graphite felt and the performance of the MnOx modified graphite felt as the electrode for iron-chromium redox flow batteries were studied. The results show that the specific surface area of the MnOx modified graphite felt prepared by the high-temperature solid-state reaction method increases, and the hydrophilicity improves. During the electrochemical reaction, the redox peak current value increases, and the charge transfer resistance decreases. At a current density of 120 mA/cm2, the voltage efficiency and energy efficiency of the iron-chromium redox flow battery can reach up to 96.22% and 84.56%,which are 4.11% and 15.01% higher than those of graphite felt (GF), respectively. This method is simple to operate and easy to industrialize, providing a new approach for the commercial application of iron-chromium redox flow batteries.
  • LIN Yongjian, HAN Zijiao, XIE Bing, HU Shubo, LI Aikui
    Chinese Journal of Power Sources. 2025, 49(10): 2162-2172. https://doi.org/10.3969/j.issn.1002-087X.2025.10.023
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    In order to address the voltage efficiency attenuation issue caused by the imbalance of electrolyte concentrations in the cathode and anode during the long-term cycling of all-vanadium redox flow batteries, based on the COMSOL Multiphysics simulation software, a two-dimensional multiphysics model coupling the Nernst-Planck equation with the third-order current distribution module was established to analyze the dynamic correlation among the concentration imbalance, overpotential distribution, and polarization mechanism. The results show that the concentration imbalance leads to the maximum electrochemical reaction current density at 5 mm from the electrode inlet, inducing a local discharging overpotential of up to 0.11V on the near-membrane side of the anode. Moreover, the overpotential in this area increases by 0.019V during discharging compared to the charging process. In the vanadium battery electrochemical reaction where the cathode is the kinetic constraint, the concentration imbalance causes a decrease in H⁺ concentration within the separator during charging, making the activation polarization of the cathode dominant. During discharging, the H⁺ concentration within the membrane increases as the imbalance intensifies, thereby increasing the concentration polarization of the anode. At high current density, the concentration gradient along the electrolyte flow direction significantly increases, and the concentration polarization increase of the anode leads to a maximum voltage efficiency decline of 19.35%. The study results can provide guidance for the research on electrolyte usage strategies and adjustment of operating parameters.
  • Research and design: Physicalpower sources
  • HUANG Xiaokun
    Chinese Journal of Power Sources. 2025, 49(10): 2173-2181. https://doi.org/10.3969/j.issn.1002-087X.2025.10.024
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    The lead-free CsGeI3 perovskite exhibits promising hole-transport potential owing to its intrinsic characteristics, including the small effective mass of holes. These advantages provide new possibilities for simplifying the structure of perovskite solar cells and reducing fabrication cost. The device-level simulation of the hole-transport layer-free CsGeI3 perovskite solar cells was conducted. The gradient doping was introduced into the light-absorbing layer to enhance the device performance. The influence of the key factors such as the doping concentration gradient, average doping concentration, and the number of sub-layers on the solar cell efficiency was investigated systematically. The results reveal that the gradient doping effectively extends the built-in electric field region within the light-absorbing layer, thereby facilitating the separation and transport of photogenerated carriers. The optimal doping effect can be achieved with merely two sub-layers. The appropriate optimization of the absorber layer’s electron affinity and the back electrode’s work function also can improve the solar cell performance. The photoelectric conversion efficiency of the optimized device increases from 4.17% to 16.9%. It provides new ideas for the experimental preparation of the efficient hole-transport layer-free perovskite solar cells.
  • HUANG Ruicheng, CHENG Yan, ZHA Hangwei, DONG Guopeng
    Chinese Journal of Power Sources. 2025, 49(10): 2182-2190. https://doi.org/10.3969/j.issn.1002-087X.2025.10.025
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    In order to address the issues of traditional decomposition-prediction methods neglecting the inherent coupling relationships between time domain and frequency domain in multivariate meteorological factor decomposition, as well as the long training time and low learning efficiency of Transformer models, a short-term photovoltaic power prediction method based on multivariate variational mode decomposition (MVMD) and black-winged kite algorithm (BKA)-enhanced Transformer was proposed. The K-means algorithm was employed to classify the data into type a and type b based on the irradiance levels. MVMD was utilized to decompose the multivariate meteorological factors and photovoltaic power into the frequency-aligned multivariate intrinsic mode functions (IMFs), enhancing the stationarity of meteorological factors while preserving the coupling relationships of the original sequences. The separate BKA-optimized Transformer prediction model was constructed for each multivariate IMF. The validation and comparative analysis were conducted by using the datasets of desert knowledge Australia solar centre (DKASC). The experimental results demonstrate that the proposed model shows optimal performance in terms of error metrics and demonstrates high prediction accuracy.