广东工业大学学报 ›› 2023, Vol. 40 ›› Issue (06): 62-74.doi: 10.12052/gdutxb.230112

• 催化与能源材料 • 上一篇    下一篇

单原子催化剂在锂硫电池中的应用

陈超1, 雷源1, 林展1,2, 张山青1,2   

  1. 1. 广东工业大学 轻工化工学院, 广东 广州 510006;
    2. 化学与精细化工广东省实验室 揭阳分中心, 广东 揭阳 515200
  • 收稿日期:2023-08-23 出版日期:2023-11-25 发布日期:2023-11-08
  • 作者简介:陈超(1983-),男,副教授,工学博士,主要研究方向为纳米多孔材料的设计制备及其在能源和环境中的应用研究,E-mail:c.chen@gdut.edu.cn
  • 基金资助:
    国家自然科学基金资助面上项目 (52171204)

Single-atom Catalysts for Lithium-sulfur Batteries

Chen Chao1, Lei Yuan1, Lin Zhan1,2, Zhang Shan-qing1,2   

  1. 1. School of Chemical Engineering and Light Industry, Guangdong University of Technology, Guangzhou 510006, China;
    2. Jieyang Branch of Chemistry and Chemical Engineering Guangdong Laboratory, Jieyang 515200, China
  • Received:2023-08-23 Online:2023-11-25 Published:2023-11-08

摘要: 锂硫电池具有理论能量密度高、成本低、环境友好等优点,被认为是最有前景的下一代高能量密度电池之一。多硫化物的“穿梭效应”是阻碍锂硫电池商业化的关键问题。采用“催化”策略增强硫物种之间的氧化还原反应动力学已被证明是缓解“穿梭效应”的有效方法。单原子催化剂由于其均匀的金属活性中心、独特的电子特性和理论上100 %的金属原子利用效率,在催化领域得到了广泛关注。近年来,单原子催化剂被引入到锂硫电池体系中,以实现硫物种之间转化反应的快速动力学。本文以影响单原子催化剂活性的几个关键因素为主线,综述了单原子催化剂在锂硫电池领域应用的主要进展,并对锂硫电池用单原子催化剂的前景进行了展望。本文对未来设计制备高活性的锂硫电池用单原子催化剂提供了思路。

关键词: 单原子催化剂, 锂硫电池, 多硫化物, 催化, 氧化还原动力学

Abstract: Owing to advantages of high theoretical energy density, low cost and environmental friendliness, lithium-sulfur (Li-S) battery is considered as one of the most promising next-generation high-energy-density batteries. The "shuttle effect" of polysulfides is the key issue hindering the commercialization of Li-S batteries. Adoption of "catalytic" strategy to enhance the sulfur redox kinetics has been demonstrated to be an effective way to alleviate the "shuttle effect". Single-atom catalysts (SACs) have received much attention in the field of catalysis due to their uniform metal active centers, unique electronic properties, and theoretically 100% metal atom utilization. In recent years, SACs have been introduced into Li-S systems and studied to achieve fast sulfur conversion kinetics. In this research, the latest progress in the application of SACs in Li-S batteries was reviewed, with special emphasis on the discussion of key factors affecting the catalytic activity of SACs. The prospects of SACs for Li-S batteries were pointed out and highlighted. Important guidance is provided for future design and fabrication of high-performance SACs for Li-S battery application.

Key words: single-atom catalysts, lithium-sulfur battery, polysulfides, catalysis, redox kinetics

中图分类号: 

  • TQ152
[1] CHENG M, YAN R, YANG Z, et al. Polysulfide catalytic materials for fast-kinetic metal-sulfur batteries: principles and active centers [J]. Advanced Science, 2021, 9(2): 2102217.
[2] YANG Y, YANG H, WANG X, et al. Multivalent metal-sulfur batteries for green and cost-effective energy storage: current status and challenges [J]. Journal of Energy Chemistry, 2022, 64: 144-165.
[3] LI T, BAI X, GULZAR U, et al. A comprehensive understanding of lithium-sulfur battery technology [J]. Advanced Functional Materials, 2019, 29(32): 1901730.
[4] ZHOU L, DANILOV D L, EICHEL R A, et al. Host materials anchoring polysulfides in Li-S batteries reviewed [J]. Advanced Energy Materials, 2020, 11(15): 2001304.
[5] WU Q, ZHOU X, XU J, et al. Carbon-based derivatives from metal-organic frameworks as cathode hosts for Li-S batteries [J]. Journal of Energy Chemistry, 2019, 38: 94-113.
[6] OULD E T, KAMZABEK D, CHAKRABORTY D, et al. Lithium-sulfur batteries: state of the art and future directions [J]. ACS Applied Energy Materials, 2018, 1(5): 1783-1814.
[7] CHEN H, WU Z, ZHENG M, et al. Catalytic materials for lithium-sulfur batteries: mechanisms, design strategies and future perspective [J]. Materials Today, 2022, 52: 364-388.
[8] AL S H, BABU G, V. RAO C, et al. Electrocatalytic polysulfide traps for controlling redox shuttle process of Li-S batteries [J]. Journal of the American Chemical Society, 2015, 137(36): 11542-11545.
[9] XIAO R, CHEN K, ZHANG X, et al. Single-atom catalysts for metal-sulfur batteries: current progress and future perspectives [J]. Journal of Energy Chemistry, 2021, 54: 452-466.
[10] XU H, JIANG Q, ZHANG B, et al. Integrating conductivity, immobility, and catalytic sbility into high-N carbon/graphene sheets as an effective sulfur host [J]. Advanced Materials, 2020, 32(7): e1906357.
[11] YUAN H, ZHANG W, WANG J G, et al. Facilitation of sulfur evolution reaction by pyridinic nitrogen doped carbon nanoflakes for highly-stable lithium-sulfur batteries [J]. Energy Storage Materials, 2018, 10: 1-9.
[12] ZHAO G, KAO C W, GU Z, et al. Surface defect engineering of a bimetallic oxide precatalyst enables kinetics-enhanced lithium-sulfur batteries [J]. ACS Applied Materials & Interfaces, 2022, 14(44): 49680-49688.
[13] LIU Z, LIAN R, WU Z, et al. Ordered dual-channel carbon embedded with molybdenum nitride catalytically induced high-performance lithium-sulfur battery [J]. Chemical Engineering Journal, 2022, 431: 134163.
[14] HUANG Z, ZHU Y, KONG Y, et al. Efficient synergism of chemisorption and wackenroder reaction via heterostructured La2O3-Ti3C2Tx-embedded carbon nanofiber for high-energy lithium-sulfur pouch cells [J]. Advanced Functional Materials, 2023: 2303422.
[15] CHEN P, WANG T, TANG F, et al. Elaborate interface design of CoS2/Fe7S8/NG heterojunctions modified on a polypropylene separator for efficient lithium-sulfur batteries [J]. Chemical Engineering Journal, 2022, 446: 136990.
[16] DONG X, LIU X, SHEN P K, et al. Phase evolution of VC-VO heterogeneous particles to facilitate sulfur species conversion in Li-S batteries [J]. Advanced Functional Materials, 2022, 33(3): 2210987.
[17] WANG S, FENG S, LIANG J, et al. Insight into MoS2-MoN heterostructure to accelerate polysulfide conversion toward high-energy-density lithium-sulfur batteries [J]. Advanced Energy Materials, 2021, 11(11): 2003314.
[18] ZHOU X, CUI Y, HUANG X, et al. Interface engineering of Fe3Se4/FeSe heterostructures encapsulated in MXene for boosting LiPS conversion and inhibiting shuttle effect [J]. Chemical Engineering Journal, 2023, 457: 141139.
[19] QIAO B, WANG A, YANG X, et al. Single-atom catalysis of CO oxidation using Pt1/FeOx [J]. Nature Chemistry, 2011, 3(8): 634-641.
[20] PEI A, XIE R, ZHANG Y, et al. Effective electronic tuning of Pt single atoms via heterogeneous atomic coordination of (Co, Ni) (OH) 2 for efficient hydrogen evolution [J]. Energy & Environmental Science, 2023, 16(3): 1035-1048.
[21] AGGARWAL P, SARKAR D, AWASTHI K, et al. Functional role of single-atom catalysts in electrocatalytic hydrogen evolution: current developments and future challenges [J]. Coordination Chemistry Reviews, 2022, 452: 214289.
[22] CHEN Y, DING R, LI J, et al. Highly active atomically dispersed platinum-based electrocatalyst for hydrogen evolution reaction achieved by defect anchoring strategy [J]. Applied Catalysis B:Environmental, 2022, 301: 120830.
[23] ZHANG R, LIU W, ZHANG F M, et al. COF-C4N nanosheets with uniformly anchored single metal sites for electrocatalytic OER: from theoretical screening to target synthesis [J]. Applied Catalysis B:Environmental, 2023, 325: 122366.
[24] KIM C, MIN H, KIM J, et al. Boosting electrochemical methane conversion by oxygen evolution reactions on Fe-N-C single atom catalysts [J]. Energy & Environmental Science, 2023, 16(7): 3158-3165.
[25] LIU Y, ZHANG S, JIAO C, et al. Axial phosphate coordination in Co single atoms boosts electrochemical oxygen evolution [J]. Advanced Science, 2022, 10(5): 2206107.
[26] LV C, HUANG K, FAN Y, et al. Electrocatalytic reduction of carbon dioxide in confined microspace utilizing single nickel atom decorated nitrogen-doped carbon nanospheres [J]. Nano Energy, 2023, 111: 108384.
[27] ZHU M N, JIANG H, ZHANG B W, et al. Nanosecond laser confined bismuth moiety with tunable structures on graphene for carbon dioxide reduction [J]. ACS Nano, 2023, 17(9): 8705-8716.
[28] CAO S, WEI S, WEI X, et al. Can N, S cocoordination promote single atom catalyst performance in CO2RR? Fe-N2S2 porphyrin versus Fe-N4 porphyrin [J]. Small, 2021, 17(29): 2100949.
[29] LIU Z, ZHOU L, GE Q, et al. Atomic iron catalysis of polysulfide conversion in lithium-sulfur batteries [J]. ACS Applied Materials & Interfaces, 2018, 10(23): 19311-19317.
[30] SHI H, REN X, LU J, et al. Dual-functional atomic zinc decorated hollow carbon nanoreactors for kinetically accelerated polysulfides conversion and dendrite free lithium sulfur batteries [J]. Advanced Energy Materials, 2020, 10(39): 2002271.
[31] SHAO Q, XU L, GUO D, et al. Atomic level design of single iron atom embedded mesoporous hollow carbon spheres as multi-effect nanoreactors for advanced lithium-sulfur batteries [J]. Journal of Materials Chemistry A, 2020, 8(45): 23772-23783.
[32] MA C, ZHANG Y, FENG Y, et al. Engineering Fe-N coordination structures for fast redox conversion in lithium-sulfur batteries [J]. Advanced Materials, 2021, 33(30): 2100171.
[33] WANG P, XI B, ZHANG Z, et al. Atomic tungsten on graphene with unique coordination enabling kinetically boosted lithium-sulfur batteries [J]. Angewandte Chemie International Edition, 2021, 60(28): 15563-15571.
[34] SHI Z, WANG L, XU H, et al. A soluble single atom catalyst promotes lithium polysulfide conversion in lithium sulfur batteries [J]. Chemical Communications, 2019, 55(80): 12056-12059.
[35] ZHANG K, CHEN Z, NING R, et al. Single-atom coated separator for robust lithium–sulfur batteries [J]. ACS Applied Materials & Interfaces, 2019, 11(28): 25147-25154.
[36] ZHOU G, ZHAO S, WANG T, et al. Theoretical calculation guided design of single-atom catalysts toward fast kinetic and long-life Li-S batteries [J]. Nano Letters, 2019, 20(2): 1252-1261.
[37] LIU Y, WEI Z, ZHONG B, et al. O-, N-coordinated single Mn atoms accelerating polysulfides transformation in lithium-sulfur batteries [J]. Energy Storage Materials, 2021, 35: 12-18.
[38] YU S, SUN Y, SONG L, et al. Vanadium atom modulated electrocatalyst for accelerated Li-S chemistry [J]. Nano Energy, 2021, 89: 106414.
[39] WU J, CHEN J, HUANG Y, et al. Cobalt atoms dispersed on hierarchical carbon nitride support as the cathode electrocatalyst for high-performance lithium-polysulfide batteries [J]. Science Bulletin, 2019, 64(24): 1875-1880.
[40] DU Z, CHEN X, HU W, et al. Cobalt in nitrogen-doped graphene as single-atom catalyst for high-sulfur content lithium-sulfur batteries [J]. Journal of the American Chemical Society, 2019, 141(9): 3977-3985.
[41] LI Y, CHEN G, MOU J, et al. Cobalt single atoms supported on N-doped carbon as an active and resilient sulfur host for lithium-sulfur batteries [J]. Energy Storage Materials, 2020, 28: 196-204.
[42] WANG J, JIA L, DUAN S, et al. Single atomic cobalt catalyst significantly accelerates lithium ion diffusion in high mass loading Li2S cathode [J]. Energy Storage Materials, 2020, 28: 375-382.
[43] WANG X, SUN J, LI T, et al. Folic acid self-assembly synthesis of ultrathin N-doped carbon nanosheets with single-atom metal catalysts [J]. Energy Storage Materials, 2021, 36: 409-416.
[44] MENG X, LIU X, FAN X, et al. Single-atom catalyst aggregates: size-matching is critical to electrocatalytic performance in sulfur cathodes [J]. Advanced Science, 2022, 9(3): 2103773.
[45] LI Y, WU J, ZHANG B, et al. Fast conversion and controlled deposition of lithium (poly) sulfides in lithium-sulfur batteries using high-loading cobalt single atoms [J]. Energy Storage Materials, 2020, 30: 250-259.
[46] ZHAO C, XU G L, YU Z, et al. A high-energy and long-cycling lithium-sulfur pouch cell via a macroporous catalytic cathode with double-end binding sites [J]. Nature Nanotechnology, 2020, 16(2): 166-173.
[47] LI B Q, KONG L, ZHAO C X, et al. Expediting redox kinetics of sulfur species by atomic-scale electrocatalysts in lithium-sulfur batteries [J]. InfoMat, 2019, 1(4): 533-541.
[48] LI Y, LIN S, WANG D, et al. Single atom array mimic on ultrathin MOF nanosheets boosts the safety and life of lithium-sulfur batteries [J]. Advanced Materials, 2020, 32(8): 1906722.
[49] XIE J, LI B Q, PENG H J, et al. Implanting atomic cobalt within mesoporous carbon toward highly stable lithium-sulfur batteries [J]. Advanced Materials, 2019, 31(43): 1903813.
[50] LI Y, ZHOU P, LI H, et al. A freestanding flexible single-atom cobalt-based multifunctional interlayer toward reversible and durable lithium-sulfur batteries [J]. Small Methods, 2020, 4(3): 1900701.
[51] DONG C, ZHOU C, WU M, et al. Boosting bi-directional redox of sulfur with dual metal single atom pairs in carbon spheres toward high-rate and long-cycling lithium-sulfur battery [J]. Advanced Energy Materials, 2023, 13(30): 2301505.
[52] WANG C, SONG H, YU C, et al. Iron single-atom catalyst anchored on nitrogen-rich MOF-derived carbon nanocage to accelerate polysulfide redox conversion for lithium sulfur batteries [J]. Journal of Materials Chemistry A, 2020, 8(6): 3421-3430.
[53] LIU Z, ZHOU L, GE Q, et al. Atomic iron catalysis of polysulfide conversion in lithium-sulfur batteries [J]. ACS Appl Mater Interfaces, 2018, 10(23): 19311-19317.
[54] WANG J, JIA L, ZHONG J, et al. Single-atom catalyst boosts electrochemical conversion reactions in batteries [J]. Energy Storage Materials, 2019, 18: 246-252.
[55] LU C, CHEN Y, YANG Y, et al. Single-atom catalytic materials for lean-electrolyte ultrastable lithium-sulfur batteries [J]. Nano Letters, 2020, 20(7): 5522-5530.
[56] ZHANG Y, LIU J, WANG J, et al. Engineering oversaturated Fe-N5 multifunctional catalytic sites for durable lithium-sulfur batteries [J]. Angewandte Chemie International Edition, 2021, 60(51): 26622-26629.
[57] HUANG T, SUN Y, WU J, et al. Altering local chemistry of single-atom coordination boosts bidirectional polysulfide conversion of Li-S batteries [J]. Advanced Functional Materials, 2022, 32(39): 2203902.
[58] LI S, LIN J, CHANG B, et al. Implanting single-atom N2-Fe-B2 catalytic sites in carbon hosts to stabilize high-loading and lean-electrolyte lithium-sulfur batteries [J]. Energy Storage Materials, 2023, 55: 94-104.
[59] DING Y, CHENG Q, WU J, et al. Enhanced dual-directional sulfur redox via a biotemplated single-atomic Fe-N2 mediator promises durable Li-S batteries [J]. Advanced Materials, 2022, 34(28): 2202256.
[60] ZHANG L, LIU D, MUHAMMAD Z, et al. Single nickel atoms on nitrogen-doped graphene enabling enhanced kinetics of lithium-sulfur batteries [J]. Advanced Materials, 2019, 31(40): 1903955.
[61] ZHANG S, AO X, HUANG J, et al. Isolated single-atom Ni-N5 catalytic site in hollow porous carbon capsules for efficient lithium-sulfur batteries [J]. Nano Letters, 2021, 21(22): 9691-9698.
[62] DONG C, ZHOU C, LI Y, et al. Ni single atoms on MoS2 nanosheets enabling enhanced kinetics of Li-S batteries [J]. Small, 2022, 19(4): 2205855.
[63] ZHANG D, WANG S, HU R, et al. Catalytic conversion of polysulfides on single atom zinc implanted MXene toward high-rate lithium-sulfur batteries [J]. Advanced Functional Materials, 2020, 30(30): 2002471.
[64] WANG R, WU R, YAN X, et al. Implanting single Zn atoms coupled with metallic Co nanoparticles into porous carbon nanosheets grafted with carbon nanotubes for high-performance lithium-sulfur batteries [J]. Advanced Functional Materials, 2022, 32(20): 2200424.
[65] YUAN C, SONG X, ZENG P, et al. Precisely optimizing polysulfides adsorption and conversion by local coordination engineering for high-performance Li-S batteries [J]. Nano Energy, 2023, 110: 108353.
[66] ZHANG L, BI J, LIU T, et al. TiN/TiC heterostructures embedded with single tungsten atoms enhance polysulfide entrapment and conversion for high-capacity lithium-sulfur battery applications [J]. Energy Storage Materials, 2023, 54: 410-420.
[67] CHEN Y, GAO R, JI S, et al. Atomic-level modulation of electronic density at cobalt single-atom sites derived from metal-organic frameworks: enhanced oxygen reduction performance [J]. Angewandte Chemie International Edition, 2020, 60(6): 3212-3221.
[68] CHEN K, LIU K, AN P, et al. Iron phthalocyanine with coordination induced electronic localization to boost oxygen reduction reaction [J]. Nature Communication, 2020, 11(1): 4173.
[69] SUN T, MITCHELL S, LI J, et al. Design of local atomic environments in single-atom electrocatalysts for renewable energy conversions [J]. Advanced Materials, 2020, 33(5): 2003075.
[70] ZENG Q W, HU R M, CHEN Z B, et al. Single-atom Fe and N co-doped graphene for lithium-sulfur batteries: a density functional theory study [J]. Materials Research Express, 2019, 6(9): 095620.
[71] ZHANG X, YANG T, ZHANG Y, et al. Single zinc atom aggregates: synergetic interaction to boost fast polysulfide conversion in lithium-sulfur batteries [J]. Advanced Materials, 2022, 35(6): 2208470.
[72] SEH Z W, YU J H, LI W, et al. Two-dimensional layered transition metal disulphides for effective encapsulation of high-capacity lithium sulphide cathodes [J]. Nature Communication, 2014, 5(1): 5017.
[73] WANG Y, GUO T, TIAN Z, et al. MXenes for energy harvesting [J]. Advanced Materials, 2022, 34(21): 2108560.
[74] LIANG X, GARSUCH A, NAZAR L F. Sulfur cathodes based on conductive MXene nanosheets for high-performance lithium-sulfur batteries [J]. Angewandte Chemie International Edition, 2015, 54(13): 3907-3911.
[75] XIA J, GAO R, YANG Y, et al. TinO2 n–1/MXene hierarchical bifunctional catalyst anchored on graphene aerogel toward flexible and high-energy Li-S batteries [J]. ACS Nano, 2022, 16(11): 19133-19144.
[76] MAO R, ZHANG T, SHAO W, et al. Intermolecular adsorption-pairing synergy for accelerated polysulfide redox reactions towards lithium-sulfur battery with high stability [J]. Energy Storage Materials, 2023, 55: 21-32.
[77] WANG D, LI F, LIAN R, et al. A general atomic surface modification strategy for improving anchoring and electrocatalysis behavior of Ti3C2T2 MXene in lithium-sulfur batteries [J]. ACS Nano, 2019, 13(10): 11078-11086.
[78] CHEN L, SUN Y, WEI X, et al. Dual-functional V2C MXene assembly in facilitating sulfur evolution kinetics and Li-ion sieving toward practical lithium-sulfur batteries [J]. Advanced Materials, 2023, 35(26): 2300771.
[79] SHI Y, ZHU B, GUO X, et al. MOF-derived metal sulfides for electrochemical energy applications [J]. Energy Storage Materials, 2022, 51: 840-872.
[80] ZHU C, FU S, SHI Q, et al. Single-atom electrocatalysts [J]. Angewandte Chemie International Edition, 2017, 56(45): 13944-13960.
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