Pub Date : 2026-02-12DOI: 10.1016/j.est.2026.121055
Chen Liu , Jing Li , Kaiwen Bai, Yitao Guo, Luze Liu, Li Yan, Shanshan Lv
Wood-based phase change material composites are widely utilized in building materials due to their sustainability and environmental benefits. However, their inherently low thermal conductivity limits their effectiveness in thermal energy storage and conversion. To overcome this limitation, this study proposes an innovative strategy by incorporating carbon-doped boron nitride (BCN) and polyethylene glycol (PEG2000) into delignified wood (DW) to fabricate a novel composite phase change material (BCN-DW/PEG). The BCN is synthesized using glucose and hexagonal boron nitride (h-BN). This strategy effectively improves thermal conductivity while preserving the material's excellent phase change energy storage capability. The thermal conductivity of BCN-DW/PEG reaches 0.371 W/(m·K), exhibiting a 106% increase compared to DW/PEG. Additionally, the composite retains a high latent heat storage capacity of 187.5 J/g due to the efficient integration of PEG2000. Furthermore, BCN-DW/PEG demonstrates remarkable solar-thermal conversion performance, reaching 85 °C within 250 s under 1-sun irradiation. This outstanding performance is attributed to the synergistic effect of BCN and PEG2000, which enhances both thermal conduction and solar-thermal conversion. Overall, this study provides a sustainable approach for solar-assisted thermal management in energy-efficient non-structural buildings.
{"title":"Enhancing thermal conductivity and photothermal conversion of wood-based phase change materials through carbon-doped boron nitride incorporation","authors":"Chen Liu , Jing Li , Kaiwen Bai, Yitao Guo, Luze Liu, Li Yan, Shanshan Lv","doi":"10.1016/j.est.2026.121055","DOIUrl":"10.1016/j.est.2026.121055","url":null,"abstract":"<div><div>Wood-based phase change material composites are widely utilized in building materials due to their sustainability and environmental benefits. However, their inherently low thermal conductivity limits their effectiveness in thermal energy storage and conversion. To overcome this limitation, this study proposes an innovative strategy by incorporating carbon-doped boron nitride (BCN) and polyethylene glycol (PEG2000) into delignified wood (DW) to fabricate a novel composite phase change material (BCN-DW/PEG). The BCN is synthesized using glucose and hexagonal boron nitride (h-BN). This strategy effectively improves thermal conductivity while preserving the material's excellent phase change energy storage capability. The thermal conductivity of BCN-DW/PEG reaches 0.371 W/(m·K), exhibiting a 106% increase compared to DW/PEG. Additionally, the composite retains a high latent heat storage capacity of 187.5 J/g due to the efficient integration of PEG2000. Furthermore, BCN-DW/PEG demonstrates remarkable solar-thermal conversion performance, reaching 85 °C within 250 s under 1-sun irradiation. This outstanding performance is attributed to the synergistic effect of BCN and PEG2000, which enhances both thermal conduction and solar-thermal conversion. Overall, this study provides a sustainable approach for solar-assisted thermal management in energy-efficient non-structural buildings.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 121055"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1016/j.est.2026.121035
Xiuyan Guo , Qi Liu , Yeming Xu , Liping Zhang , Xiao Lu
Distributed energy storage systems have been widely deployed to mitigate power generation fluctuations from wind farm clusters due to their flexible regulation capability. Distributed optimization is well-suited for managing these systems because of its lower communication overhead and enhanced robustness. However, conventional distributed methods often suffer from low computational efficiency and slow convergence. To address these limitations, this paper proposes a novel distributed optimization method that achieves both low communication costs and superlinear convergence. First, a bi-level optimization model is developed for wind-storage systems, incorporating global–local power coordination, equipment life-cycle cost, and the relative carbon payback period. The payback period is formulated using a high-order Taylor series expansion to enhance numerical accuracy. Secondly, a distributed optimization algorithm based on optimal control theory is proposed. By leveraging Pontryagin’s maximum principle and forward–backward difference equations, the method avoids Hessian inversion while guaranteeing this accelerated convergence rate. Finally, comprehensive simulations verify that the proposed approach reduces carbon emissions and enhances system robustness. Compared to the distributed gradient descent and network Newton algorithms, the proposed method achieves computational efficiency that is 2.92 and 51.37 times higher, respectively, while also improving solution accuracy.
{"title":"A distributed optimization method for wind-storage systems with superlinear convergence","authors":"Xiuyan Guo , Qi Liu , Yeming Xu , Liping Zhang , Xiao Lu","doi":"10.1016/j.est.2026.121035","DOIUrl":"10.1016/j.est.2026.121035","url":null,"abstract":"<div><div>Distributed energy storage systems have been widely deployed to mitigate power generation fluctuations from wind farm clusters due to their flexible regulation capability. Distributed optimization is well-suited for managing these systems because of its lower communication overhead and enhanced robustness. However, conventional distributed methods often suffer from low computational efficiency and slow convergence. To address these limitations, this paper proposes a novel distributed optimization method that achieves both low communication costs and superlinear convergence. First, a bi-level optimization model is developed for wind-storage systems, incorporating global–local power coordination, equipment life-cycle cost, and the relative carbon payback period. The payback period is formulated using a high-order Taylor series expansion to enhance numerical accuracy. Secondly, a distributed optimization algorithm based on optimal control theory is proposed. By leveraging Pontryagin’s maximum principle and forward–backward difference equations, the method avoids Hessian inversion while guaranteeing this accelerated convergence rate. Finally, comprehensive simulations verify that the proposed approach reduces carbon emissions and enhances system robustness. Compared to the distributed gradient descent and network Newton algorithms, the proposed method achieves computational efficiency that is 2.92 and 51.37 times higher, respectively, while also improving solution accuracy.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 121035"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Layered vanadium oxides, recognized as promising cathode materials for aqueous zinc-ion batteries (AZIBs) due to their superior ion-insertion capability and rich multivalent states, face practical application challenges stemming from inherent structural instability and sluggish Zn2+ transport kinetics. Herein, we proposed a dual-regulatory strategy to obtain VOH-EMIM+ cathode materials ([(C6H11N2)0.08]V2O5·0.255H2O) through the simultaneous hydrogen peroxide (H2O2) reduction-induced oxygen vacancy construction and intercalation of 1-ethyl-3-methylimidazole (EMIM+) organic cations. Synergistic interaction between oxygen vacancies and EMIM+ significantly expands the interlayer spacing of V2O5 (from 5.74 Å to 12.3 Å), effectively stabilizes the layered framework, and establishes rapid Zn2+ diffusion pathways. Electrochemical evaluation demonstrates a high reversible capacity of 394.6 mAh g−1 at 0.2 A g−1 and exceptional cycling stability with 82% capacity retention after 8000 cycles at a high rate of 10 A g−1. In-situ Raman and ex-situ XRD/XPS/SEM characterizations, combined with DFT calculations, revealed that the VOH-EMIM+ cathode material is based on an H+/Zn2+ co-intercalation/deintercalation energy storage mechanism. Furthermore, these analyses elucidate that enhanced electronic conductivity and weakened electrostatic interactions collectively facilitate efficient ion transport within the VOH-EMIM+ structure. Notably, flexible batteries fabricated using this cathode exhibit outstanding electrochemical performance, validating its practical feasibility. This study provides a novel design pathway and robust theoretical foundation for developing high-performance AZIBs cathodes.
层状钒氧化物由于其优异的离子插入能力和丰富的多价态而被认为是极有前途的水性锌离子电池(AZIBs)正极材料,但由于其固有的结构不稳定性和缓慢的Zn2+传输动力学,在实际应用中面临着挑战。本文提出了双调控策略,通过过氧化氢(H2O2)还原诱导氧空位的同时构建和1-乙基-3-甲基咪唑(EMIM+)有机阳离子的插入,获得VOH-EMIM+正极材料([(C6H11N2)0.08]V2O5·0.255H2O)。氧空位与EMIM+的协同作用显著地扩大了V2O5的层间间距(从5.74 Å增加到12.3 Å),有效地稳定了层状框架,建立了Zn2+的快速扩散途径。电化学评价表明,在0.2 a g−1条件下具有394.6 mAh g−1的高可逆容量,并且在10 a g−1的高倍率下具有优异的循环稳定性,在8000次循环后仍保持82%的容量。原位拉曼和非原位XRD/XPS/SEM表征,结合DFT计算,揭示了VOH-EMIM+正极材料基于H+/Zn2+共插/脱插储能机制。此外,这些分析表明,增强的电子导电性和减弱的静电相互作用共同促进了VOH-EMIM+结构内有效的离子传输。值得注意的是,使用该阴极制造的柔性电池表现出出色的电化学性能,验证了其实际可行性。该研究为开发高性能azib阴极提供了新的设计途径和坚实的理论基础。
{"title":"Unveiling the synergistic effect of oxygen vacancies and molecular pillars in empowering ultra-long life vanadium oxide cathodes","authors":"Huixiong Jiang , Jinyang Tan , Yajiang Wang, Xiaoduo Jiang, Ping Yan, Jin-Hang Liu, Changchao Zhan, Xiaohua Cao, Xiudong Chen","doi":"10.1016/j.est.2026.121013","DOIUrl":"10.1016/j.est.2026.121013","url":null,"abstract":"<div><div>Layered vanadium oxides, recognized as promising cathode materials for aqueous zinc-ion batteries (AZIBs) due to their superior ion-insertion capability and rich multivalent states, face practical application challenges stemming from inherent structural instability and sluggish Zn<sup>2+</sup> transport kinetics. Herein, we proposed a dual-regulatory strategy to obtain VOH-EMIM<sup>+</sup> cathode materials ([(C<sub>6</sub>H<sub>11</sub>N<sub>2</sub>)<sub>0.08</sub>]V<sub>2</sub>O<sub>5</sub>·0.255H<sub>2</sub>O) through the simultaneous hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) reduction-induced oxygen vacancy construction and intercalation of 1-ethyl-3-methylimidazole (EMIM<sup>+</sup>) organic cations. Synergistic interaction between oxygen vacancies and EMIM<sup>+</sup> significantly expands the interlayer spacing of V<sub>2</sub>O<sub>5</sub> (from 5.74 Å to 12.3 Å), effectively stabilizes the layered framework, and establishes rapid Zn<sup>2+</sup> diffusion pathways. Electrochemical evaluation demonstrates a high reversible capacity of 394.6 mAh g<sup>−1</sup> at 0.2 A g<sup>−1</sup> and exceptional cycling stability with 82% capacity retention after 8000 cycles at a high rate of 10 A g<sup>−1</sup>. <em>In-situ</em> Raman and <em>ex-situ</em> XRD/XPS/SEM characterizations, combined with DFT calculations, revealed that the VOH-EMIM<sup>+</sup> cathode material is based on an H<sup>+</sup>/Zn<sup>2+</sup> co-intercalation/deintercalation energy storage mechanism. Furthermore, these analyses elucidate that enhanced electronic conductivity and weakened electrostatic interactions collectively facilitate efficient ion transport within the VOH-EMIM<sup>+</sup> structure. Notably, flexible batteries fabricated using this cathode exhibit outstanding electrochemical performance, validating its practical feasibility. This study provides a novel design pathway and robust theoretical foundation for developing high-performance AZIBs cathodes.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 121013"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1016/j.est.2026.120927
Negin Bakhshi, Ehsan Dehghani, Mohammad Saeed Jabalameli
Lithium-ion batteries have become the leading energy source for electronic devices and electric vehicles, driven by surging demand. This growth poses new challenges in supply chain management. Designing an efficient supply chain for battery production and recycling is critical to minimizing environmental impacts and advancing a sustainable economy. In this context, the present study proposes a novel two-stage approach that integrates reinforcement learning and mathematical modeling to create a green supply chain management framework for Lithium-ion batteries. In the first stage, reinforcement learning is utilized to select the optimal supplier of raw materials by considering market dynamics and uncertainties, ensuring the procurement of high-quality materials at minimal cost. In the second stage, a closed-loop supply chain network is formulated through linear mathematical modeling, simultaneously reducing costs and minimizing environmental footprint. Time-series forecasting further enhances the framework by accurately predicting future battery demand, enabling adaptability to market fluctuations. This combined approach allows the model to adapt flexibly to market fluctuations while fostering a green and efficient supply chain. To evaluate the proposed framework, a case study on the supply chain of Lithium-ion batteries used in electric vehicles in Iran is conducted. The results demonstrate that the developed approach can effectively lower costs and enhance the environmental sustainability of the battery supply chain.
{"title":"Advancing green lithium-ion battery supply chains: A two-stage framework integrating reinforcement learning and mathematical modeling","authors":"Negin Bakhshi, Ehsan Dehghani, Mohammad Saeed Jabalameli","doi":"10.1016/j.est.2026.120927","DOIUrl":"10.1016/j.est.2026.120927","url":null,"abstract":"<div><div>Lithium-ion batteries have become the leading energy source for electronic devices and electric vehicles, driven by surging demand. This growth poses new challenges in supply chain management. Designing an efficient supply chain for battery production and recycling is critical to minimizing environmental impacts and advancing a sustainable economy. In this context, the present study proposes a novel two-stage approach that integrates reinforcement learning and mathematical modeling to create a green supply chain management framework for Lithium-ion batteries. In the first stage, reinforcement learning is utilized to select the optimal supplier of raw materials by considering market dynamics and uncertainties, ensuring the procurement of high-quality materials at minimal cost. In the second stage, a closed-loop supply chain network is formulated through linear mathematical modeling, simultaneously reducing costs and minimizing environmental footprint. Time-series forecasting further enhances the framework by accurately predicting future battery demand, enabling adaptability to market fluctuations. This combined approach allows the model to adapt flexibly to market fluctuations while fostering a green and efficient supply chain. To evaluate the proposed framework, a case study on the supply chain of Lithium-ion batteries used in electric vehicles in Iran is conducted. The results demonstrate that the developed approach can effectively lower costs and enhance the environmental sustainability of the battery supply chain.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 120927"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1016/j.est.2026.121010
Kun Dong , Xiao Li , Qing Cai , Yuan-Zhuo Tan , Yuan-Ru Guo , Qing-Jiang Pan
To address the challenge of fabricating high-performance supercapacitors (SCs) through a facile and low-cost method, a self-supporting balsa wood-derived biochar (BWB)/NiCo-layered double hydroxide (NiCo-LDH) composite electrode was developed by electrodepositing NiCo-LDH onto BWB. Owing to the inherent structure of balsa wood, the BWB substrate possesses a highly porous architecture that provides abundant active sites for the loading of NiCo-LDH. The as-prepared BWB/NiCo-LDH composite was characterized using SEM, TEM, and XRD. The results reveal that NiCo-LDH with a nanoflower-like morphology was uniformly anchored on the BWB surface, and an expanded interlayer spacing of LDH was achieved through this synthetic route. The electrochemical performance of BWB/NiCo-LDH was thoroughly investigated, demonstrating a high specific capacitance of 1788.8 F g−1 at 1 A g−1. When configured as a symmetric supercapacitor (SSC), the BWB/NiCo-LDH device demonstrated a good combination of a high energy density (70.7 Wh kg−1) and a high power density (3100 W kg−1). Moreover, the electrode exhibited a capacitance retention of 95% after 10,000 cycles, highlighting its exceptional long-term stability and minimal performance degradation.
为了解决通过简单和低成本的方法制造高性能超级电容器(SCs)的挑战,通过在BWB上电沉积NiCo-LDH,开发了一种自支撑轻木衍生生物炭(BWB)/ NiCo-LDH层状双氢氧化物(NiCo-LDH)复合电极。由于巴尔沙木的固有结构,BWB基板具有高度多孔的结构,为NiCo-LDH的负载提供了丰富的活性位点。采用SEM、TEM和XRD对制备的BWB/NiCo-LDH复合材料进行了表征。结果表明,具有纳米花状形貌的NiCo-LDH被均匀地锚定在BWB表面,并通过该合成路线扩大了LDH的层间间距。对BWB/NiCo-LDH的电化学性能进行了深入研究,结果表明,在1 a g−1时,BWB/NiCo-LDH的比电容高达1788.8 F g−1。当配置为对称超级电容器(SSC)时,BWB/NiCo-LDH器件表现出高能量密度(70.7 Wh kg−1)和高功率密度(3100 W kg−1)的良好组合。此外,在10,000次循环后,电极的电容保持率为95%,突出了其卓越的长期稳定性和最小的性能退化。
{"title":"High-performance hybrid self-supporting electrode based on balsa wood biochar/NiCo-layered double hydroxide for advanced supercapacitors","authors":"Kun Dong , Xiao Li , Qing Cai , Yuan-Zhuo Tan , Yuan-Ru Guo , Qing-Jiang Pan","doi":"10.1016/j.est.2026.121010","DOIUrl":"10.1016/j.est.2026.121010","url":null,"abstract":"<div><div>To address the challenge of fabricating high-performance supercapacitors (SCs) through a facile and low-cost method, a self-supporting balsa wood-derived biochar (BWB)/NiCo-layered double hydroxide (NiCo-LDH) composite electrode was developed by electrodepositing NiCo-LDH onto BWB. Owing to the inherent structure of balsa wood, the BWB substrate possesses a highly porous architecture that provides abundant active sites for the loading of NiCo-LDH. The as-prepared BWB/NiCo-LDH composite was characterized using SEM, TEM, and XRD. The results reveal that NiCo-LDH with a nanoflower-like morphology was uniformly anchored on the BWB surface, and an expanded interlayer spacing of LDH was achieved through this synthetic route. The electrochemical performance of BWB/NiCo-LDH was thoroughly investigated, demonstrating a high specific capacitance of 1788.8 F g<sup>−1</sup> at 1 A g<sup>−1</sup>. When configured as a symmetric supercapacitor (SSC), the BWB/NiCo-LDH device demonstrated a good combination of a high energy density (70.7 Wh kg<sup>−1</sup>) and a high power density (3100 W kg<sup>−1</sup>). Moreover, the electrode exhibited a capacitance retention of 95% after 10,000 cycles, highlighting its exceptional long-term stability and minimal performance degradation.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 121010"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1016/j.est.2026.121019
Kyungjae Shin , Changmin Lee , Suhyeong Park , Jiyun Heo , Hee-Tak Kim
Aqueous batteries can be a viable option for grid scale energy storage systems (ESSs) because of the non-flammable nature, cost advantages and high-power density. Despite the successful development of aqueous batteries in lab-scale, the insufficient cell-level energy density arising from low active material ratio and areal capacity limits their potential. Here, we demonstrate the viability of a simple static zinc‑bromine battery (ZBB) architecture that achieves large areal capacity with comparable active material ratio through thick electrode design. The large reaction polarization with thick electrode design was alleviated by utilizing dual bromine capturing additive (dBCA) strategy, while maintaining efficiency at high areal capacity of 50 mAh cm−2. Finally, the lab-scale cell performance (active area: 4.00 cm2) can be successfully scaled-up to a practical Wh-scale short stack (active area = 210.25 cm2), delivering 57.6 Wh of output energy over 600 cycles. This successful scale-up is attributed to the simple cell architecture and well-managed polarization with dBCA electrolyte. Economic analysis shows the design maintains projected costs of $70 kWh−1 and achieves low levelized cost of energy stored (LCOES) of $0.01 kWh−1%−1 cyc−1, positioning thick electrode design in simple static architectures as a viable pathway for practical aqueous battery systems.
由于不可燃性、成本优势和高功率密度,水性电池可以成为电网规模储能系统(ess)的可行选择。尽管水电池在实验室规模上取得了成功,但由于活性物质比低和面积容量不足而导致的电池级能量密度不足限制了它们的潜力。在这里,我们证明了一种简单的静态锌溴电池(ZBB)结构的可行性,该结构通过厚电极设计实现了具有相当活性材料比的大面积容量。采用双溴捕获添加剂(dBCA)策略减轻了厚电极设计下的大反应极化,同时保持了50 mAh cm−2高面容量下的效率。最后,实验室规模的电池性能(有源面积:4.00 cm2)可以成功地扩展到实际的Wh级短堆栈(有源面积= 210.25 cm2),在600次循环中提供57.6 Wh的输出能量。这种成功的放大归功于简单的电池结构和dBCA电解质的良好管理极化。经济分析表明,该设计保持了70千瓦时−1的预计成本,并实现了0.01千瓦时−1%−1循环−1的低水平储能成本(LCOES),将简单静态架构中的厚电极设计定位为实际水电池系统的可行途径。
{"title":"Developing 50+ Wh static zinc-bromine battery enabled by simple architecture and dual bromine capturing agent strategy","authors":"Kyungjae Shin , Changmin Lee , Suhyeong Park , Jiyun Heo , Hee-Tak Kim","doi":"10.1016/j.est.2026.121019","DOIUrl":"10.1016/j.est.2026.121019","url":null,"abstract":"<div><div>Aqueous batteries can be a viable option for grid scale energy storage systems (ESSs) because of the non-flammable nature, cost advantages and high-power density. Despite the successful development of aqueous batteries in lab-scale, the insufficient cell-level energy density arising from low active material ratio and areal capacity limits their potential. Here, we demonstrate the viability of a simple static zinc‑bromine battery (ZBB) architecture that achieves large areal capacity with comparable active material ratio through thick electrode design. The large reaction polarization with thick electrode design was alleviated by utilizing dual bromine capturing additive (dBCA) strategy, while maintaining efficiency at high areal capacity of 50 mAh cm<sup>−2</sup>. Finally, the lab-scale cell performance (active area: 4.00 cm<sup>2</sup>) can be successfully scaled-up to a practical Wh-scale short stack (active area = 210.25 cm<sup>2</sup>), delivering 57.6 Wh of output energy over 600 cycles. This successful scale-up is attributed to the simple cell architecture and well-managed polarization with dBCA electrolyte. Economic analysis shows the design maintains projected costs of $70 kWh<sup>−1</sup> and achieves low levelized cost of energy stored (LCOES) of $0.01 kWh<sup>−1</sup>%<sup>−1</sup> cyc<sup>−1</sup>, positioning thick electrode design in simple static architectures as a viable pathway for practical aqueous battery systems.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 121019"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1016/j.est.2026.120834
Taek Keun Lyu , Saekyeol Kim , Peter Nguyen, Zhe Zhou, Jae Wan Park
Lithium-ion batteries are widely used in electronic devices due to their high energy density, fast charging capabilities, and long cycle life. Since degradation is inevitable, accurate state-of-health (SOH) estimation is essential to ensure safety, reliability, and long-term performance. However, batteries exhibit a capacity increase or decrease caused by the passive electrode effect (PEE) after short- to long-term storage. This unexpected change can lead to inaccuracies in capacity-based SOH estimation. This paper investigates the capacity recovery using 14 commercial 18650 lithium iron phosphate (LFP) cells stored at elevated temperatures for 30 days at five different state-of-charge (SOC) conditions with initial SOH ranging from approximately 65% to 90%. The rates and characteristics of the capacity recovery effect were evaluated through a comprehensive analysis of cell behavior. The batteries stored at high SOC presented a discernible capacity increase after 19 cycles regardless of the initial SOH. Incremental capacity analysis (ICA) revealed changes in peak amplitude across specific regions of the incremental capacity curve. These changes indicate capacity recovery resulting from both increased lithium-ion availability and thinning of the calendar-aged solid electrolyte interphase (SEI) layer during storage. The voltage-SOC profiles showed a measurable increase in SOC error when stored under high-SOC conditions. Additionally, Coulombic efficiency (CE) calculations produced CE values greater than 1 during the initial cycles, indicating lithium-ion diffusion between the overhang area and the active area when stored at high SOC. As a result, the analysis indicates the capacity recovery effect is influenced more by storage SOC than by SOH.
{"title":"Capacity recovery in commercial lithium iron phosphate cells: Experimental investigations under varying state of health and state of charge conditions","authors":"Taek Keun Lyu , Saekyeol Kim , Peter Nguyen, Zhe Zhou, Jae Wan Park","doi":"10.1016/j.est.2026.120834","DOIUrl":"10.1016/j.est.2026.120834","url":null,"abstract":"<div><div>Lithium-ion batteries are widely used in electronic devices due to their high energy density, fast charging capabilities, and long cycle life. Since degradation is inevitable, accurate state-of-health (SOH) estimation is essential to ensure safety, reliability, and long-term performance. However, batteries exhibit a capacity increase or decrease caused by the passive electrode effect (PEE) after short- to long-term storage. This unexpected change can lead to inaccuracies in capacity-based SOH estimation. This paper investigates the capacity recovery using 14 commercial 18650 lithium iron phosphate (LFP) cells stored at elevated temperatures for 30 days at five different state-of-charge (SOC) conditions with initial SOH ranging from approximately 65% to 90%. The rates and characteristics of the capacity recovery effect were evaluated through a comprehensive analysis of cell behavior. The batteries stored at high SOC presented a discernible capacity increase after 19 cycles regardless of the initial SOH. Incremental capacity analysis (ICA) revealed changes in peak amplitude across specific regions of the incremental capacity curve. These changes indicate capacity recovery resulting from both increased lithium-ion availability and thinning of the calendar-aged solid electrolyte interphase (SEI) layer during storage. The voltage-SOC profiles showed a measurable increase in SOC error when stored under high-SOC conditions. Additionally, Coulombic efficiency (CE) calculations produced CE values greater than 1 during the initial cycles, indicating lithium-ion diffusion between the overhang area and the active area when stored at high SOC. As a result, the analysis indicates the capacity recovery effect is influenced more by storage SOC than by SOH.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 120834"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1016/j.est.2026.120908
Rebecca Lalparmawii, Suman Majumder, Krishnarti De
The rising demand for electrical energy has increased power generation–load mismatches, leading to frequency deviations and tie-line fluctuations in interconnected systems. These imbalances necessitate effective Load Frequency Control (LFC) to ensure stable and reliable operation. LFC is a critical control strategy that maintains nominal frequency and scheduled power exchange across interconnected areas. To enhance LFC performance, this study proposes a novel hybrid fractional order two-degree-of-freedom (TIλDμN) controller, with its parameters optimally tuned using the Walrus Optimisation Algorithm (WaOA) to improve dynamic performance and robustness. Solar PV and DFIG-based wind systems are integrated to support clean energy, while a Superconducting Magnetic Energy Storage (SMES) unit mitigates their intermittency effects. Three configurations—without renewables, with renewables, and with renewables plus SMES—are analysed in MATLAB/Simulink. Simulation results demonstrate that renewable penetration deteriorates frequency regulation by increasing overshoot and settling time; however, the coordinated action of the proposed controller and SMES significantly improves damping characteristics, reduces settling time, and enhances overall system stability. Moreover, eigenvalue analysis validates the robustness and stability margins of the proposed control scheme, confirming its suitability for reliable operation of interconnected power systems with high renewable energy penetration.
{"title":"Fractional-order control and energy storage strategy for frequency stability in renewable power systems","authors":"Rebecca Lalparmawii, Suman Majumder, Krishnarti De","doi":"10.1016/j.est.2026.120908","DOIUrl":"10.1016/j.est.2026.120908","url":null,"abstract":"<div><div>The rising demand for electrical energy has increased power generation–load mismatches, leading to frequency deviations and tie-line fluctuations in interconnected systems. These imbalances necessitate effective Load Frequency Control (LFC) to ensure stable and reliable operation. LFC is a critical control strategy that maintains nominal frequency and scheduled power exchange across interconnected areas. To enhance LFC performance, this study proposes a novel hybrid fractional order two-degree-of-freedom (TI<sup>λ</sup>D<sup>μ</sup>N) controller, with its parameters optimally tuned using the Walrus Optimisation Algorithm (WaOA) to improve dynamic performance and robustness. Solar PV and DFIG-based wind systems are integrated to support clean energy, while a Superconducting Magnetic Energy Storage (SMES) unit mitigates their intermittency effects. Three configurations—without renewables, with renewables, and with renewables plus SMES—are analysed in MATLAB/Simulink. Simulation results demonstrate that renewable penetration deteriorates frequency regulation by increasing overshoot and settling time; however, the coordinated action of the proposed controller and SMES significantly improves damping characteristics, reduces settling time, and enhances overall system stability. Moreover, eigenvalue analysis validates the robustness and stability margins of the proposed control scheme, confirming its suitability for reliable operation of interconnected power systems with high renewable energy penetration.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 120908"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1016/j.est.2026.121063
Jing-Jing Jin, Qi Wang, Yu-Jun Bai
Spinel LiMn2O4 (LMO) cathode material possesses advantag es of high operating voltage, low cost, and environmental friendliness. However, the structural changes and capacity decay caused by Mn dissolution upon cycling severely constrain the widespread application. In this work, these issues are solved by superficially modifying LMO with sodium lignosulfonate (SL). After uniformly mixing LMO and SL in water followed by sintering at 550 °C, a thin and uniform sulfate coating layer forms on the particle surface of LMO accompanying with the substitution of some Na+ for Li+, not only stabilizing the structure of LMO, protecting LMO from electrolyte corrosion and suppressing interfacial side reactions, but also enhancing Li+ diffusion and electron transfer. Consequently, the SL-modified LMO exhibits outstanding rate and cycling performance, delivering a capacity of 95.8 mAh g−1 at 5C and a capacity retention of 82.5% after 500 cycles at 2C and room temperature, markedly superior to the unmodified LMO. The simple and feasible fabrication of the SL-modified LMO along with the excellent performance could boost the widespread application of the LMO cathode in Li-ion batteries.
尖晶石LiMn2O4 (LMO)正极材料具有工作电压高、成本低、环境友好等优点。然而,锰在循环过程中溶解引起的结构变化和容量衰减严重限制了其广泛应用。本研究采用木质素磺酸钠(SL)对LMO进行表面改性,解决了上述问题。LMO与SL在水中均匀混合,550℃烧结后,在LMO颗粒表面形成一层薄薄的均匀的硫酸盐包覆层,并伴有部分Na+取代Li+,不仅稳定了LMO的结构,保护LMO不受电解质腐蚀,抑制了界面副反应,还增强了Li+的扩散和电子转移。因此,sl修饰的LMO具有出色的倍率和循环性能,在5C下的容量为95.8 mAh g−1,在2C和室温下循环500次后的容量保持率为82.5%,明显优于未修饰的LMO。sl改性LMO的制备方法简单可行,且性能优异,有望推动LMO阴极在锂离子电池中的广泛应用。
{"title":"Modification with sodium lignosulfonate rendering LiMn2O4 cathode outstanding performance","authors":"Jing-Jing Jin, Qi Wang, Yu-Jun Bai","doi":"10.1016/j.est.2026.121063","DOIUrl":"10.1016/j.est.2026.121063","url":null,"abstract":"<div><div>Spinel LiMn<sub>2</sub>O<sub>4</sub> (LMO) cathode material possesses advantag es of high operating voltage, low cost, and environmental friendliness. However, the structural changes and capacity decay caused by Mn dissolution upon cycling severely constrain the widespread application. In this work, these issues are solved by superficially modifying LMO with sodium lignosulfonate (SL). After uniformly mixing LMO and SL in water followed by sintering at 550 °C, a thin and uniform sulfate coating layer forms on the particle surface of LMO accompanying with the substitution of some Na<sup>+</sup> for Li<sup>+</sup>, not only stabilizing the structure of LMO, protecting LMO from electrolyte corrosion and suppressing interfacial side reactions, but also enhancing Li<sup>+</sup> diffusion and electron transfer. Consequently, the SL-modified LMO exhibits outstanding rate and cycling performance, delivering a capacity of 95.8 mAh g<sup>−1</sup> at 5C and a capacity retention of 82.5% after 500 cycles at 2C and room temperature, markedly superior to the unmodified LMO. The simple and feasible fabrication of the SL-modified LMO along with the excellent performance could boost the widespread application of the LMO cathode in Li-ion batteries.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 121063"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1016/j.est.2026.121005
A.M. Fathimathul Faseena , Gururaj Govindaraja , A. Sreekumar
The increasing energy demand in electric vehicles has accelerated the reliance on lithium-ion batteries, primarily due to their superior energy density and low self-discharge characteristics. Nevertheless, these batteries generate considerable heat during operation, which can compromise their long-term performance and safety. This highlights the necessity of incorporating efficient battery thermal management systems (BTMS). In recent years, phase change material (PCM)-based strategies have gained significant research interest for addressing these challenges. In this study, a binary eutectic PCM formulated from xylitol and myristyl alcohol was developed, and its thermophysical behavior was comprehensively characterized using DSC, TGA, FTIR, XRD, corrosion studies, accelerated thermal cycling, and thermal conductivity analysis (C-Therm). A 12-cell lithium-ion battery module configured in 3S4P arrangement was constructed to experimentally investigate its thermal response under different discharge C-rates with natural convection cooling and PCM cooling. The results revealed that PCM incorporation reduced the maximum module temperature by 4.23%, 12.18%, 17.89%, 23.61%, 25.82%, and 31.7% at discharge rates of 0.5C, 1C, 1.5C, 2C, 2.5C, and 3C, respectively, compared to natural convection cooling. Importantly, the PCM maintained cell temperatures within the recommended safety range up to 2C and successfully limited the peak temperature to below 41° even at 3C. Furthermore, significant improvements in temperature uniformity were achieved, with maximum thermal gradient reductions of 33.41%, 53.45%, 60.46%, 65.89%, 66.23%, and 68.2% across the tested C-rates. Xylitol/Myristyl alcohol eutectic PCM demonstrated strong potential for enhancing thermal stability and effective battery thermal management under high load conditions.
{"title":"Experimental investigation of polyol based eutectic phase change material for thermal management in lithium-ion batteries","authors":"A.M. Fathimathul Faseena , Gururaj Govindaraja , A. Sreekumar","doi":"10.1016/j.est.2026.121005","DOIUrl":"10.1016/j.est.2026.121005","url":null,"abstract":"<div><div>The increasing energy demand in electric vehicles has accelerated the reliance on lithium-ion batteries, primarily due to their superior energy density and low self-discharge characteristics. Nevertheless, these batteries generate considerable heat during operation, which can compromise their long-term performance and safety. This highlights the necessity of incorporating efficient battery thermal management systems (BTMS). In recent years, phase change material (PCM)-based strategies have gained significant research interest for addressing these challenges. In this study, a binary eutectic PCM formulated from xylitol and myristyl alcohol was developed, and its thermophysical behavior was comprehensively characterized using DSC, TGA, FTIR, XRD, corrosion studies, accelerated thermal cycling, and thermal conductivity analysis (C-Therm). A 12-cell lithium-ion battery module configured in 3S4P arrangement was constructed to experimentally investigate its thermal response under different discharge C-rates with natural convection cooling and PCM cooling. The results revealed that PCM incorporation reduced the maximum module temperature by 4.23%, 12.18%, 17.89%, 23.61%, 25.82%, and 31.7% at discharge rates of 0.5C, 1C, 1.5C, 2C, 2.5C, and 3C, respectively, compared to natural convection cooling. Importantly, the PCM maintained cell temperatures within the recommended safety range up to 2C and successfully limited the peak temperature to below 41°<span><math><mi>C</mi></math></span> even at 3C. Furthermore, significant improvements in temperature uniformity were achieved, with maximum thermal gradient reductions of 33.41%, 53.45%, 60.46%, 65.89%, 66.23%, and 68.2% across the tested C-rates. Xylitol/Myristyl alcohol eutectic PCM demonstrated strong potential for enhancing thermal stability and effective battery thermal management under high load conditions.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"153 ","pages":"Article 121005"},"PeriodicalIF":8.9,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146171808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}