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Pang F, Feng F, Zhang S, Feng N, Cai C, An S. KOH-Assisted Molten Salt Route to High-Performance LiNi 0.5Mn 1.5O 4 Cathode Materials. Molecules 2025; 30:797. [PMID: 40005109 PMCID: PMC11858536 DOI: 10.3390/molecules30040797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Revised: 02/02/2025] [Accepted: 02/07/2025] [Indexed: 02/27/2025] Open
Abstract
A simple and cost-effective route based on a KOH-assisted molten salt method is designed here to synthesize LiNi0.5Mn1.5O4 spinel. Pure-phase LiNi0.5Mn1.5O4 can be successfully prepared using chlorides as raw materials and adding KOH at 700 °C. The structure, morphology, and performance are discussed in detail. The measurements reveal that using KOH-assisted synthesis can optimize the crystal structure of the obtained LiNi0.5Mn1.5O4 samples, resulting in grain refinement while maintaining the predominantly octahedral structure that grows along the (111) crystal plane. This new synthesis pathway provides excellent performance in terms of cycle life. Electrochemical tests show that the KOH-assisted sample exhibits higher initial specific capacities (124.1 mAh·g-1 at 0.2 C and 111.4 mAh·g-1 at 3 C) and superior cycling performances (capacity retention of 85.0% after 200 cycles at 0.2 C and 95.70% after 100 cycles at 3 C). This provides a potential solution for the practical application of high-voltage LiNi0.5Mn1.5O4 lithium-ion batteries.
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Affiliation(s)
- Feng Pang
- School of Rare Earth Industry, Inner Mongolia University of Science and Technology, Baotou 014010, China; (F.P.); (S.Z.); (N.F.); (C.C.)
- Inner Mongolia Key Laboratory of Advanced Ceramic Materials and Devices, Inner Mongolia University of Science and Technology, Baotou 014010, China
| | - Fushan Feng
- School of Rare Earth Industry, Inner Mongolia University of Science and Technology, Baotou 014010, China; (F.P.); (S.Z.); (N.F.); (C.C.)
- Inner Mongolia Key Laboratory of Advanced Ceramic Materials and Devices, Inner Mongolia University of Science and Technology, Baotou 014010, China
- Key Laboratory of Green Extraction & Efficient Utilization of Light Rare-Earth Resources, Inner Mongolia University of Science and Technology, Ministry of Education, Baotou 014010, China
| | - Shuyu Zhang
- School of Rare Earth Industry, Inner Mongolia University of Science and Technology, Baotou 014010, China; (F.P.); (S.Z.); (N.F.); (C.C.)
- Inner Mongolia Key Laboratory of Advanced Ceramic Materials and Devices, Inner Mongolia University of Science and Technology, Baotou 014010, China
| | - Na Feng
- School of Rare Earth Industry, Inner Mongolia University of Science and Technology, Baotou 014010, China; (F.P.); (S.Z.); (N.F.); (C.C.)
- Inner Mongolia Key Laboratory of Advanced Ceramic Materials and Devices, Inner Mongolia University of Science and Technology, Baotou 014010, China
| | - Changkun Cai
- School of Rare Earth Industry, Inner Mongolia University of Science and Technology, Baotou 014010, China; (F.P.); (S.Z.); (N.F.); (C.C.)
- Inner Mongolia Key Laboratory of Advanced Ceramic Materials and Devices, Inner Mongolia University of Science and Technology, Baotou 014010, China
- Key Laboratory of Green Extraction & Efficient Utilization of Light Rare-Earth Resources, Inner Mongolia University of Science and Technology, Ministry of Education, Baotou 014010, China
| | - Shengli An
- School of Rare Earth Industry, Inner Mongolia University of Science and Technology, Baotou 014010, China; (F.P.); (S.Z.); (N.F.); (C.C.)
- Inner Mongolia Key Laboratory of Advanced Ceramic Materials and Devices, Inner Mongolia University of Science and Technology, Baotou 014010, China
- Key Laboratory of Green Extraction & Efficient Utilization of Light Rare-Earth Resources, Inner Mongolia University of Science and Technology, Ministry of Education, Baotou 014010, China
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2
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Gao H, Han B, Tran D, Zhang L, Zhao Z, Chen YT, Tang W, Xu M, Wu J, Yu X, Gupta V, Appleberry M, Liu H, Yin Y, Yao W, Li M, Li W, Mu L, Meng YS, Chen Z. Understanding and Controlling Structural Defects and Disordering in LiNi 0.5Mn 1.5O 4 Cathodes for Direct Recycling. ACS NANO 2024; 18:30737-30748. [PMID: 39433302 DOI: 10.1021/acsnano.4c10164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2024]
Abstract
Despite significant progress in recycling spent lithium-ion batteries (LIBs), nondestructive, direct recycling methods still face untenable discrepancies in multiple cathode chemistries, which primarily originate from a variety of structure stabilities during the recycling process. Through systematic investigation of the microstructure evolution during the relithiation treatment, we observed the inevitably induced defects and Li/Mn disordering in the LiNi0.5Mn1.5O4 cathode, contributing to the sluggish Li+ transport and irreversible capacity loss. Employing a defect engineering approach to achieve twin boundaries and preferred grain orientation, we show the regenerated cathodes demonstrate a substantial enhancement of Li+ diffusion and cycling stability, retaining 97.4% capacity after 100 cycles and 87.96% after 200 cycles at C/3. This work not only elaborates on a systematic investigation of defect inducement and structural restoration mechanism but also provides an effective approach to directly recycle high-voltage spinel-type cathodes, contributing to the sustainability of next-generation LIBs.
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Affiliation(s)
- Hongpeng Gao
- Program of Materials Science and Engineering, University of California San Diego, La Jolla, California 92093, United States
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Bing Han
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Duc Tran
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Luqi Zhang
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Zishuo Zhao
- School for Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, Arizona 85287, United States
| | - Yu-Ting Chen
- Program of Materials Science and Engineering, University of California San Diego, La Jolla, California 92093, United States
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Wei Tang
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Mingjie Xu
- Irvine Material Research Institute, University of California Irvine, Irvine, California 92697, United States
| | - Junlin Wu
- Program of Materials Science and Engineering, University of California San Diego, La Jolla, California 92093, United States
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Xiaolu Yu
- Program of Materials Science and Engineering, University of California San Diego, La Jolla, California 92093, United States
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Varun Gupta
- Program of Materials Science and Engineering, University of California San Diego, La Jolla, California 92093, United States
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Maura Appleberry
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Haodong Liu
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Yijie Yin
- Program of Materials Science and Engineering, University of California San Diego, La Jolla, California 92093, United States
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Weiliang Yao
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Mingqian Li
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Weikang Li
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
| | - Linqin Mu
- School for Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, Arizona 85287, United States
| | - Ying Shirley Meng
- Program of Materials Science and Engineering, University of California San Diego, La Jolla, California 92093, United States
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
- Sustainable Power & Energy Center (SPEC), University of California San Diego, La Jolla, California 92093, United States
| | - Zheng Chen
- Program of Materials Science and Engineering, University of California San Diego, La Jolla, California 92093, United States
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California San Diego, La Jolla, California 92093, United States
- Sustainable Power & Energy Center (SPEC), University of California San Diego, La Jolla, California 92093, United States
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Li ZQ, Liu YF, Liu HX, Zhu YF, Wang J, Zhang M, Qiu L, Guo XD, Chou SL, Xiao Y. Kinetically controlled synthesis of low-strain disordered micro-nano high voltage spinel cathodes with exposed {111} facets. Chem Sci 2024; 15:11302-11310. [PMID: 39055028 PMCID: PMC11268507 DOI: 10.1039/d4sc02754j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 06/12/2024] [Indexed: 07/27/2024] Open
Abstract
High-voltage LiNi0.5Mn1.5O4 (LNMO) is one of the most promising cathode candidates for rechargeable lithium-ion batteries (LIBs) but suffers from deteriorated cycling stability due to severe interfacial side reactions and manganese dissolution. Herein, a micro-nano porous spherical LNMO cathode was designed for high-performance LIBs. The disordered structure and the preferred exposure of the {111} facets can be controlled by the release of lattice oxygen in the high-temperature calcination process. The unique configuration of this material could enhance the structural stability and play a crucial role in inhibiting manganese dissolution, promoting the rapid transport of Li+, and reducing the volume strain during the charge/discharge process. The designed cathode exhibits a remarkable discharge capacity of 136.7 mA h g-1 at 0.5C, corresponding to an energy density of up to 636.4 W h kg-1, unprecedented cycling stability (capacity retention of 90.6% after 500 cycles) and superior rate capability (78.9% of initial capacity at 10C). The structurally controllable preparation strategy demonstrated in this work provides new insights into the structural design of cathode materials for LIBs.
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Affiliation(s)
- Zhi-Qi Li
- College of Chemistry and Materials Engineering, Wenzhou University Wenzhou 325035 P. R. China
- Wenzhou Key Laboratory of Sodium-Ion Batteries, Wenzhou University Technology Innovation Institute for Carbon Neutralization Wenzhou 325035 P. R. China
| | - Yi-Feng Liu
- College of Chemistry and Materials Engineering, Wenzhou University Wenzhou 325035 P. R. China
- Wenzhou Key Laboratory of Sodium-Ion Batteries, Wenzhou University Technology Innovation Institute for Carbon Neutralization Wenzhou 325035 P. R. China
| | - Han-Xiao Liu
- College of Chemistry and Materials Engineering, Wenzhou University Wenzhou 325035 P. R. China
- Wenzhou Key Laboratory of Sodium-Ion Batteries, Wenzhou University Technology Innovation Institute for Carbon Neutralization Wenzhou 325035 P. R. China
| | - Yan-Fang Zhu
- College of Chemistry and Materials Engineering, Wenzhou University Wenzhou 325035 P. R. China
- Wenzhou Key Laboratory of Sodium-Ion Batteries, Wenzhou University Technology Innovation Institute for Carbon Neutralization Wenzhou 325035 P. R. China
| | - Jingqiang Wang
- College of Chemistry and Materials Engineering, Wenzhou University Wenzhou 325035 P. R. China
- Wenzhou Key Laboratory of Sodium-Ion Batteries, Wenzhou University Technology Innovation Institute for Carbon Neutralization Wenzhou 325035 P. R. China
| | - Mengke Zhang
- College of Chemical Engineering, Sichuan University Chengdu 610065 P. R. China
| | - Lang Qiu
- College of Chemical Engineering, Sichuan University Chengdu 610065 P. R. China
| | - Xiao-Dong Guo
- College of Chemical Engineering, Sichuan University Chengdu 610065 P. R. China
| | - Shu-Lei Chou
- College of Chemistry and Materials Engineering, Wenzhou University Wenzhou 325035 P. R. China
- Wenzhou Key Laboratory of Sodium-Ion Batteries, Wenzhou University Technology Innovation Institute for Carbon Neutralization Wenzhou 325035 P. R. China
| | - Yao Xiao
- College of Chemistry and Materials Engineering, Wenzhou University Wenzhou 325035 P. R. China
- Wenzhou Key Laboratory of Sodium-Ion Batteries, Wenzhou University Technology Innovation Institute for Carbon Neutralization Wenzhou 325035 P. R. China
- Key Laboratory of Advanced Energy Materials Chemistry (Ministry of Education), Nankai University Tianjin 300071 P. R. China
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Zhu X, Huang A, Martens I, Vostrov N, Sun Y, Richard MI, Schülli TU, Wang L. High-Voltage Spinel Cathode Materials: Navigating the Structural Evolution for Lithium-Ion Batteries. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2403482. [PMID: 38722691 DOI: 10.1002/adma.202403482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 04/23/2024] [Indexed: 05/21/2024]
Abstract
High-voltage LiNi0.5Mn1.5O4 (LNMO) spinel oxides are highly promising cobalt-free cathode materials to cater to the surging demand for lithium-ion batteries (LIBs). However, commercial application of LNMOs is still challenging despite decades of research. To address the challenge, the understanding of their crystallography and structural evolutions during synthesis and electrochemical operation is critical. This review aims to illustrate and to update the fundamentals of crystallography, phase transition mechanisms, and electrochemical behaviors of LNMOs. First, the research history of LNMO and its development into a LIB cathode material is outlined. Then the structural basics of LNMOs including the classic and updated views of the crystal polymorphism, interconversion between the polymorphs, and structure-composition relationship is reviewed. Afterward, the phase transition mechanisms of LNMOs that connect structural and electrochemical properties are comprehensively discussed from fundamental thermodynamics to operando dynamics at intra- and inter-particle levels. In addition, phase evolutions during overlithiation as well as thermal-/electrochemical-driven phase transformations of LNMOs are also discussed. Finally, recommendations are offered for the further development of LNMOs as well as other complex materials to unlock their full potential for future sustainable and powerful batteries.
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Affiliation(s)
- Xiaobo Zhu
- College of Materials Science and Engineering, Changsha University of Science and Technology, Changsha, 410114, P. R. China
| | - Aoyu Huang
- College of Materials Science and Engineering, Changsha University of Science and Technology, Changsha, 410114, P. R. China
| | - Isaac Martens
- ESRF-The European Synchrotron, Grenoble, 38000, France
| | | | - Yongqi Sun
- School of Metallurgy and Environment and National Center for International Cooperation of Clean Metallurgy, Central South University, Changsha, 410083, P. R. China
| | - Marie-Ingrid Richard
- ESRF-The European Synchrotron, Grenoble, 38000, France
- Univ. Grenoble Alpes, CEA Grenoble, IRIG MEM, NRX, Grenoble, 38000, France
| | | | - Lianzhou Wang
- Nanomaterials Centre, School of Chemical Engineering, and Australian Institute of Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, 4072, Australia
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Huang JY, Cheng CY, Lai YM, Iputera K, Chung RJ, Liu RS. Engineering Cathode-Electrolyte Interface of High-Voltage Spinel LiNi 0.5Mn 1.5O 4 via Halide Solid-State Electrolyte Coating. ACS APPLIED MATERIALS & INTERFACES 2023; 15:40648-40655. [PMID: 37584718 DOI: 10.1021/acsami.3c08517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/17/2023]
Abstract
The high-voltage spinel LiNi0.5Mn1.5O4 (LNMO) cathode material with high energy density, low cost, and excellent rate capability has grabbed the attention of the field. However, a high-voltage platform at 4.7 V causes severe oxidative side reactions when in contact with the organic electrolyte, leading to poor electrochemical performance. Furthermore, the contact between the liquid electrolyte and LNMO leads to Mn dissolution during cycles. In this work, we applied the sol-gel method to prepare Li3InCl6-coated LNMO (LIC@LNMO) to address the mentioned problems of LNMO. By introducing a protective layer of halide-type solid-state electrolyte on LNMO, we can prevent direct contact between LNMO and electrolyte while maintaining good ionic conductivity. Thus, we could demonstrate that 5 wt % LIC@LNMO exhibited a good cycle performance with a Coulombic efficiency of 99% and a capacity retention of 80% after the 230th cycle at the 230th cycle at 1C at room temperature.
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Affiliation(s)
- Jheng-Yi Huang
- Department of Chemistry and Advanced Research Center for Green Materials Science and Technology, National Taiwan University, Taipei 106, Taiwan
| | - Ching-Yun Cheng
- Department of Chemical Engineering and Biotechnology, National Taipei University of Technology, Taipei 106, Taiwan
| | - Yan-Ming Lai
- Department of Chemistry and Advanced Research Center for Green Materials Science and Technology, National Taiwan University, Taipei 106, Taiwan
| | - Kevin Iputera
- Department of Chemistry and Advanced Research Center for Green Materials Science and Technology, National Taiwan University, Taipei 106, Taiwan
| | - Ren-Jei Chung
- Department of Chemical Engineering and Biotechnology, National Taipei University of Technology, Taipei 106, Taiwan
| | - Ru-Shi Liu
- Department of Chemistry and Advanced Research Center for Green Materials Science and Technology, National Taiwan University, Taipei 106, Taiwan
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Jobst NM, Paul N, Beran P, Mancini M, Gilles R, Wohlfahrt-Mehrens M, Axmann P. Dynamic Structure Evolution of Extensively Delithiated High Voltage Spinel Li 1+xNi 0.5Mn 1.5O 4 x < 1.5. J Am Chem Soc 2023; 145:4450-4461. [PMID: 36799625 DOI: 10.1021/jacs.2c09621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
Abstract
High voltage spinel is one of the most promising next-generation cobalt-free cathode materials for lithium ion battery applications. Besides the typically utilized compositional range of LixNi0.5Mn1.5O4 0 < x < 1 in the voltage window of 4.90-3.00 V, additional 1.5 mol of Li per formula unit can be introduced into the structure, in an extended voltage range to 1.50 V. Theoretically, this leads to significant increase of the specific energy from 690 to 1190 Wh/kg. However, utilization of the extended potential window leads to rapid capacity fading and voltage polarization that lack a comprehensive explanation. In this work, we conducted potentiostatic entropymetry, operando XRD and neutron diffraction on the ordered stoichiometric spinel LixNi0.5Mn1.5O4 within 0 < x < 2.5 in order to understand the dynamic structure evolution and correlate it with the voltage profile. During the two-phase reaction from cubic (x < 1) to tetragonal (x > 1) phase at ∼2.8 V, we identified the evolution of a second tetragonal phase with x > 2. The structural evaluation during the delithiation indicates the formation of an intermediate phase with cubic symmetry at a lithium content of x = 1.5. Evaluation of neutron diffraction data, with maximum entropy method, of the highly lithiated phase LixNi0.5Mn1.5O4 with 2 < x < 2.5 strongly suggests that lithium ions are located on octahedral 8a and tetrahedral 4a positions of the distorted tetragonal phase I41amd. Consequently, we were able to provide a conclusive explanation for the additional voltage step at 2.10 V, the sloping voltage profile below 1.80 V, and the additional voltage step at ∼3.80 V.
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Affiliation(s)
- Nicola M Jobst
- Accumulators Materials Research (ECM), ZSW Centre for Solar Energy and Hydrogen Research Baden-Württemberg, DE-89081 Ulm, Germany
| | - Neelima Paul
- Heinz Maier-Leibnitz Zentrum (MLZ), Technische Universität München, DE-85747 Garching, Germany
| | - Premysl Beran
- Nuclear Physics Institute CAS, CZ-25068 Rez, Czech Republic.,European Spallation Source ERIC, Box 176, SE-221 00 Lund, Sweden
| | - Marilena Mancini
- Accumulators Materials Research (ECM), ZSW Centre for Solar Energy and Hydrogen Research Baden-Württemberg, DE-89081 Ulm, Germany
| | - Ralph Gilles
- Heinz Maier-Leibnitz Zentrum (MLZ), Technische Universität München, DE-85747 Garching, Germany
| | - Margret Wohlfahrt-Mehrens
- Accumulators Materials Research (ECM), ZSW Centre for Solar Energy and Hydrogen Research Baden-Württemberg, DE-89081 Ulm, Germany
| | - Peter Axmann
- Accumulators Materials Research (ECM), ZSW Centre for Solar Energy and Hydrogen Research Baden-Württemberg, DE-89081 Ulm, Germany
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7
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Yang T, Chin CT, Cheng CH, Zhao J. Enhancing the Electrochemical Performance of High Voltage LiNi 0.5Mn 1.5O 4 Cathode Materials by Surface Modification with Li 1.3Al 0.3Ti 1.7(PO 4) 3/C. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:628. [PMID: 36838996 PMCID: PMC9959452 DOI: 10.3390/nano13040628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Revised: 01/29/2023] [Accepted: 02/02/2023] [Indexed: 06/18/2023]
Abstract
A novel method for surface modification of LiNi0.5Mn1.5O4 (LNMO) was proposed, in which a hybrid layer combined by Li1.3Al0.3Ti1.7(PO4)3 (LATP) and carbon (C) composite on LNMO material were connected by lithium iodide. Structure and morphology analyses illustrated that a higher contact area of active substances was achieved by the LATP/C composite layer without changing the original crystal structure of LNMO. XPS analysis proved that I- promoted the reduction of trace Mn4+, resulting in a higher ion conductivity. Galvanostatic charge-discharge tests exhibited the capacity of the LNMO with 5% LATP/C improved with 35.83% at 25 °C and 95.77% at 50 °C, respectively, compared with the bare after 100 cycles, implying the modification of high-temperature deterioration. EIS results demonstrated that one order of magnitude of improvement of the lithium-ion diffusion coefficient of LATP/C-LNMO was achieved (3.04 × 10-11 S cm-1). In conclusion, the effective low-temperature modification strategy improved the ionic and electronic conductivities of the cathode and suppressed the side reactions of high-temperature treatment.
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Affiliation(s)
- Tingting Yang
- School of Automotive Engineering, Wuhan University of Technology, Wuhan 430070, China
- Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan University of Technology, Wuhan 430070, China
| | - Chi-Te Chin
- School of Automotive Engineering, Wuhan University of Technology, Wuhan 430070, China
- Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan University of Technology, Wuhan 430070, China
- Hubei Research Center for New Energy & Intelligent Connected Vehicle, Wuhan University of Technology, Wuhan 430070, China
| | - Ching-Hsiang Cheng
- School of Automotive Engineering, Wuhan University of Technology, Wuhan 430070, China
- Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan University of Technology, Wuhan 430070, China
- Hubei Research Center for New Energy & Intelligent Connected Vehicle, Wuhan University of Technology, Wuhan 430070, China
| | - Jinsheng Zhao
- College of Chemistry and Chemical Engineering, Liaocheng University, Liaocheng 252059, China
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