Energy Storage MaterialsPub Date : 2026-04-01Epub Date: 2026-03-13DOI: 10.1016/j.ensm.2026.105033
Tao Ren , Yu Bai , Xin Li , Jiaxin Jing , Zhenhua Wang , Kening Sun
{"title":"A B/F/N-contained additive: Synchronous regulation of bilateral electrode-electrolyte interphases and elimination of HF enables high-voltage and high-temperature lithium metal batteries","authors":"Tao Ren , Yu Bai , Xin Li , Jiaxin Jing , Zhenhua Wang , Kening Sun","doi":"10.1016/j.ensm.2026.105033","DOIUrl":"10.1016/j.ensm.2026.105033","url":null,"abstract":"<div><div>The development of high-voltage lithium metal batteries is constrained by the instability of the electrode-electrolyte interphase (EEI). This study proposes a novel multifunctional additive,3-(4,4,5,5-Tetramethyl-1,3,2-dioxaborolan-2-yl)-5-(trifluoromethyl)pyridine (TDBTFP), which helps to restructure the Li<sup>+</sup> solvation structure, so as to reduce the Li<sup>+</sup> desolvation energy barrier and improve Li<sup>+</sup> transport kinetics. The introduction of TDBTFP enables the construction of a solid electrolyte interphase (SEI) enriched with LiF, LiB<sub>x</sub>O<sub>y</sub> and Li<sub>3</sub>N on the Li anode, thereby suppressing dendrite growth. Simultaneously, a cathode electrolyte interphase (CEI) with a gradient composition is formed on the NCM811. The CEI structure features LiF residing predominantly in the inner layer and Li<sub>3</sub>N/LiB<sub>x</sub>O<sub>y</sub> concentrated mainly in the outer layer, which collectively enhances Li<sup>+</sup> conductivity and inhibits phase transition and transition metals dissolution for the NCM811. Furthermore, TDBTFP acts as an efficient HF scavenger. Consequently, Li||NCM811 battery with TDBTFP-contained electrolyte delivers a high initial discharge capacity of 214.4 mAh g<sup>-1</sup> and retains 88.8 % of its initial capacity after 200 cycles at a high cut-off voltage of 4.6 V, along with 86.5 % retention at 4.7 V and 72.3 % at 60 °C after 200 cycles of its initial capacity respectively.</div></div>","PeriodicalId":306,"journal":{"name":"Energy Storage Materials","volume":"87 ","pages":"Article 105033"},"PeriodicalIF":20.2,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147440216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy Storage MaterialsPub Date : 2026-04-01Epub Date: 2026-03-15DOI: 10.1016/j.ensm.2026.105044
Hengjia Shao , Naveen Kumar , Wei-Hong Lai , Hao Li , Xue Jia , Hua-Kun Liu , Yun-Xiao Wang
{"title":"Data-driven paradigms for advancing alkali-metal-ion battery technologies","authors":"Hengjia Shao , Naveen Kumar , Wei-Hong Lai , Hao Li , Xue Jia , Hua-Kun Liu , Yun-Xiao Wang","doi":"10.1016/j.ensm.2026.105044","DOIUrl":"10.1016/j.ensm.2026.105044","url":null,"abstract":"<div><div>Alkali-metal-ion batteries based on Li⁺, Na⁺, and K⁺ underpin electrified transport and are increasingly attractive for grid-scale storage, yet their performance and durability emerge from tightly coupled variables spanning composition, crystal chemistry, microstructure, interphase reactions, and operating protocols. When paired with physically meaningful representations and leakage-resistant evaluation, machine learning (ML) can complement experiments and first-principles calculations by providing fast, decision-oriented surrogates for property prediction, candidate ranking, and iterative optimization under constrained budgets. This review summarizes ML-enabled paradigms that are reshaping metal-ion battery research. We first distill practical workflow elements, including data generation and curation, domain-informed representations and descriptor design (from composition statistics to structure-aware graphs and electrochemical signals), model training and validation under realistic split strategies, and tools for uncertainty quantification and interpretability. We then survey representative advances across cathodes, anodes, electrolytes, and interfaces, highlighting high-throughput down-selection, structure-property-processing mapping, and multi-objective optimization across Li-, Na-, and K-ion chemistries. Finally, we discuss persistent challenges in data quality, transferability, and mechanistic trust, and outline emerging opportunities in closed-loop experimentation, manufacturing-process optimization, and intelligent battery management toward more reproducible and increasingly autonomous discovery pipelines.</div></div>","PeriodicalId":306,"journal":{"name":"Energy Storage Materials","volume":"87 ","pages":"Article 105044"},"PeriodicalIF":20.2,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147464851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy Storage MaterialsPub Date : 2026-04-01Epub Date: 2026-03-07DOI: 10.1016/j.ensm.2026.105010
Yue Wei , Wangxiyue Yi , Jianping Yan , Yongchao Tang , Cheng Chao Li
{"title":"Novel high-voltage cathode chemistries in aqueous hybrid electrolytes: Progress, opportunities, and challenges","authors":"Yue Wei , Wangxiyue Yi , Jianping Yan , Yongchao Tang , Cheng Chao Li","doi":"10.1016/j.ensm.2026.105010","DOIUrl":"10.1016/j.ensm.2026.105010","url":null,"abstract":"<div><div>The development of high-voltage cathode chemistries (HCCs) is crucial for enhancing the energy density of aqueous batteries (ABs). However, the exploration of novel HCCs remains vastly open, constrained by the narrow electrochemical stability window (ESW) of conventional aqueous electrolytes and an insufficient understanding of electrolyte environmental effects. This review focuses on the critical issues facing typical HCCs, clarifies the influence of ESWs and the electrolyte environment on HCCs, discusses the potential of hybrid electrolytes (containing both aqueous and non-aqueous components, HEs) for enabling new HCCs, and provides insights into improving HCC reliability through electrolyte optimization. Firstly, typical HCCs in recent advances (e.g., cation/anion (de)intercalation, halogen/chalcogen conversion, and redox deposition/dissolution) and their electrochemical characteristics are outlined, highlighting the significant impact of both ESWs and the electrolyte environment on HCCs. Secondly, representative HEs, involving organic cosolvents, molecular crowding agents, ionic liquids, and deep eutectic solvents, are summarized, examining their opportunities and challenges in unlocking new HCCs. Finally, future research directions for developing advanced HCCs are proposed. This review aims to offer constructive perspectives for research on HCCs in HEs, thereby facilitating the development of safe, high-energy ABs.</div></div>","PeriodicalId":306,"journal":{"name":"Energy Storage Materials","volume":"87 ","pages":"Article 105010"},"PeriodicalIF":20.2,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147602827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy Storage MaterialsPub Date : 2026-04-01Epub Date: 2026-03-16DOI: 10.1016/j.ensm.2026.105046
Wooseok Go, Ruhul Amin, Ilias Belharouak
{"title":"Revealing the coupled oxygen and hypochlorite chemistry in saltwater batteries through operando pH and oxygen monitoring","authors":"Wooseok Go, Ruhul Amin, Ilias Belharouak","doi":"10.1016/j.ensm.2026.105046","DOIUrl":"10.1016/j.ensm.2026.105046","url":null,"abstract":"<div><div>Saltwater batteries (SWBs) that utilize Na⁺ ions from seawater have emerged as promising candidates for low-cost and sustainable grid-scale energy storage. To date, the cathode reaction mechanism of SWBs has been predominantly described by oxygen evolution and reduction reactions (OER/ORR). However, this assumption is valid only under idealized ocean-like conditions with constant pH and continuous oxygen replenishment. In practical systems, SWBs operate in finite volumes of saltwater, where saltwater composition dynamically evolves during cycling. In this work, we systematically investigate the cathode reaction mechanisms of SWBs under finite saltwater conditions using galvanostatic cycling combined with electrochemical diagnostics and <em>operando</em> monitoring of dissolved oxygen and pH. Our results reveal that the cathode chemistry during SWB operation is considerably more complex than previously assumed. In addition to OER and ORR, hypochlorite formation and consumption reactions, along with pH-dependent switching of dominant reaction pathways, play critical roles. We further identify the sequence and relative contributions of these reactions throughout charge–discharge cycling. These findings provide a comprehensive and mechanistically grounded understanding of SWB cathode processes under relatively realistic cell design and operation condition. The insights presented here establish a new framework for interpreting SWB electrochemistry and offer directions for future strategies aimed at improving performance, stability, and practical viability.</div></div>","PeriodicalId":306,"journal":{"name":"Energy Storage Materials","volume":"87 ","pages":"Article 105046"},"PeriodicalIF":20.2,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147464845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Unplugging the truth: an empirical analysis of 417 fires of electric vehicles and the limitations of battery safety regulations","authors":"Changyong Jin, Xuning Feng, Yuedong Sun, Xin Lai, Yuejiu Zheng, Chengshan Xu, Huaibin Wan, Li Wang, Xiangming He, Minggao Ouyang","doi":"10.1016/j.ensm.2026.105035","DOIUrl":"https://doi.org/10.1016/j.ensm.2026.105035","url":null,"abstract":"","PeriodicalId":306,"journal":{"name":"Energy Storage Materials","volume":"189 1","pages":""},"PeriodicalIF":20.4,"publicationDate":"2026-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147448413","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Efficient direct regeneration of spent LiFePO4 materials via gradient bonding heterostructure construction strategy","authors":"Yuyun Li, Yuan Ping, Fanbin Hu, Changjiang Li, Qingfeng Liu, Haigang Dong, Qi Meng, Peng Dong","doi":"10.1016/j.ensm.2026.105032","DOIUrl":"https://doi.org/10.1016/j.ensm.2026.105032","url":null,"abstract":"The recycling and development of spent lithium iron phosphate (SLFP) materials face challenges due to environmental and efficiency limitations of traditional pyrometallurgical and hydrometallurgical methods. Direct regeneration avoids the complete decomposition of SLFP materials, but faces the challenges of severe degradation of surface carbon coatings and repair and regeneration of bulk lattice distortion. We propose a gradient bonding heterostructure construction strategy for efficient direct regeneration of SLFP, achieving triple effects of internal crystal element gradient embedding, interface fast ion conductor hinge, and surface carbon layer activation reconstruction. The process utilizes plasma etching to create an activated carbon layer with exposed active sites. The plasma energy drives Y<sup>3+</sup> to anchor between the carbon layer and LFP, while enabling the Li<sup>+</sup> to migrate through the surface activation channels to the bulk phase of LFP. During subsequent calcination, YPO<sub>4</sub> grain boundaries form at the interface, creating a C-O-Y bonding conductive network with the functional carbon layer that enhances electronic conductivity. Simultaneously, the doping of Y<sup>3+</sup> into the LFP lattice effectively enhances the structural stability of the material. The regenerated LFP delivers a high initial capacity of 151.1 mAh g<sup>-1</sup> at 1 C and demonstrates a capacity retention of nearly 100% after 800 cycles.","PeriodicalId":306,"journal":{"name":"Energy Storage Materials","volume":"6 1","pages":""},"PeriodicalIF":20.4,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147383924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Changwei Xiao, Houjun Zhang, Yixuan Qiao, Yao Nian, Tiantian Wang, Asad Abbas, Yang Wang, You Han, Jieshan Qiu
{"title":"Framework Stabilization and Interlayer Expansion in LNCM for Highly Selective Lithium Recovery from Low-Grade Brine","authors":"Changwei Xiao, Houjun Zhang, Yixuan Qiao, Yao Nian, Tiantian Wang, Asad Abbas, Yang Wang, You Han, Jieshan Qiu","doi":"10.1016/j.ensm.2026.105031","DOIUrl":"https://doi.org/10.1016/j.ensm.2026.105031","url":null,"abstract":"The development of efficient and sustainable lithium extraction from low-grade brines is critical to meet the rising demand for lithium-driven clean energy technologies. While electrochemical lithium extraction shows promise, challenges remain in terms of selectivity, stability, and energy efficiency. In this work, we present a novel strategy of Ti doping in LiNi<ce:inf loc=\"post\">0.35</ce:inf>Co<ce:inf loc=\"post\">0.37</ce:inf>Mn<ce:inf loc=\"post\">0.28</ce:inf>O<ce:inf loc=\"post\">2</ce:inf> (LNCM) to simultaneously expand the lithium interlayer spacing and stabilize the transition metal framework. The LNCM-Ti was synthesized via hydrothermal and solid-state sintering, resulting in improved structural stability, reduced Li<ce:sup loc=\"post\">+</ce:sup>/Ni<ce:sup loc=\"post\">2+</ce:sup> cation mixing, and enhanced Li<ce:sup loc=\"post\">+</ce:sup> diffusion. To validate these structural advantages, a series of electrochemical tests were conducted and repeated systematically in a single cell. Compared to pristine LNCM (1.24 mmol g<ce:sup loc=\"post\">-1</ce:sup>, 70.8%), the LNCM-0.5%Ti exhibited superior lithium extraction capacity (1.43 mmol g<ce:sup loc=\"post\">-1</ce:sup>) and stability, with 89.5% retention after 20 cycles. Furthermore, the optimized material achieved high selectivity in Qarhan brine (Li<ce:sup loc=\"post\">+</ce:sup>/Mg<ce:sup loc=\"post\">2+</ce:sup> = 31.3; Li<ce:sup loc=\"post\">+</ce:sup>/Na<ce:sup loc=\"post\">+</ce:sup> = 23.8) with a high capacity of 4.99 mmol g⁻¹ and a low energy consumption of 1.14 Wh mol<ce:sup loc=\"post\">-1</ce:sup>. Notably, this capacity is the highest reported to date for electrochemical lithium extraction systems tested in real high Mg/Li ratio brines under comparable conditions. Density functional theory calculations revealed that Ti doping reduced the energy barrier for Li<ce:sup loc=\"post\">+</ce:sup> intercalation due to the expanded interlayer spacing and stabilized transition metal framework, enhancing the overall electrochemical performance. This work introduces a promising approach for efficient and selective electrochemical lithium extraction from low-grade brines, with significant implications for the development of sustainable lithium recovery technologies.","PeriodicalId":306,"journal":{"name":"Energy Storage Materials","volume":"52 1","pages":""},"PeriodicalIF":20.4,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147393161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Conquering Coupled Failure Modes in Aqueous Zn Anodes via a Functional Subphthalocyanine Supramolecular Architecture","authors":"Xingxing Zhang, Xinbo Ai, Zemin He, Bing Wang, Cheng Ma, Zongcheng Miao, Wenhuan Huang","doi":"10.1016/j.ensm.2026.105025","DOIUrl":"https://doi.org/10.1016/j.ensm.2026.105025","url":null,"abstract":"Aqueous zinc-ion batteries offer compelling advantages for grid storage, but their wider commercialization is hindered by irreversible Zn anodes due to dendritic growth, anion-related side reactions, and water-induced corrosion. To overcome this, we design a conjugated supramolecular framework through π-π stacking assembly of Subphthalocyanine (SubPc) into a “head-to-head” architecture. This multifunctional interphase selectively guides Zn(101) deposition to reduce concentration polarization, establish “S-shaped” ion channels for uniform Zn<sup>2+</sup> flux dispersion, topologically confine SO<sub>4</sub><sup>2-</sup> migration, and immobilize water molecules via integrated H-bond networks. The MnO<sub>2</sub>//SubPc@Zn battery delivers an initial capacity 174.3 mAh g<sup>-1</sup> at 1.5 A g<sup>-1</sup> with 83% retention after 4000 cycles. Pouch cells retain 93.19% capacity over 350 cycles while maintaining 1.7 V open-circuit voltage post-cutting, confirming mechanical safety. Integrated pouch cell validation includes sustained power delivery to miniaturized electronics, demonstrating practical viability for stable zinc electrochemistry.","PeriodicalId":306,"journal":{"name":"Energy Storage Materials","volume":"16 1","pages":""},"PeriodicalIF":20.4,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147440218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}