基于文献计量的储能技术国际发展态势分析

doi:10.19799/j.cnki.2095-4239.2019.0168

摘要/Abstract

摘要：

当今世界各国积极推进可再生能源的开发和利用，对现有电网系统的正常运行和调度提出了严峻的挑战，寻找和实施具有成本效益和可持续性的储能系统变得非常重要。常用的储能技术主要有物理储能、电化学储能、化学储能和相变储能四类。本文利用INSPEC数据库检索全球储能技术相关研究论文，采用文献计量学方法，借助VOSviewer知识图谱分析工具，对储能论文进行定量统计和主题聚类分析。可视化结果显示，全球储能论文产出数量保持持续快速增长趋势，中国已成为全球储能论文产出贡献最大的国家，产出了超过五分之一的储能论文和超过四成的高被引论文。中国、美国、日本和德国等国家都比较关注超级电容器、石墨烯储能材料以及电化学电池等技术的发展。储能技术与若干学科交叉，具有显著的应用基础研究特性，呈现出良好的多元化发展态势，近十年的研究热点主要集中在电化学储能、可再生能源微电网储能技术、相变储能材料、蓄热系统和混合储能系统等领域，这些技术同时也在相关产业得到了较快的发展和应用。

关键词: 储能, 可再生能源, 发展态势, 文献计量, 知识图谱

Abstract:

The development and utilization of renewable energy have posed severe challenges to the normal operation and scheduling of the existing power grid systems. The identification and implementation of cost-effective and sustainable energy storage and conversion systems are particularly important. The energy storage technologies mainly consist of four types, i.e., physical, electrochemical, chemical, and phase change. This study uses the INSPEC database for retrieving research papers. A bibliometric method and the VOSviewer analysis tool are adopted to obtain quantitative statistics and perform cluster analysis; further, the analysis results are visually represented. The output of global papers on energy storage has exhibited a sustained and rapid development trend, and China has become the largest contributor to this type of research. China contributes more than one-fifth of all the energy storage papers and more than 40% of the highly cited papers. China, the United States, Japan, and Germany are interested in the development of supercapacitors, graphene-based energy storage materials, and electrochemical cells. The energy storage technology is interdisciplinary, which provides remarkable application for basic research characteristics and presents a good diversified development trend. Over the previous decade, research has mainly focused on electrochemical energy storage, microgrids with renewable energy source and energy storage systems, phase change materials, and thermal energy storage systems and hybrid energy storage systems. Simultaneously, rapid development and application of these technologies have been observed in related industries.

Key words: energy storage, renewable energy, development situation, bibliometrics, knowledge mapping

中图分类号:

TK 02

陈启梅, 郑春晓, 李海英. 基于文献计量的储能技术国际发展态势分析[J]. 储能科学与技术, 2020, 9(1): 296-305.

CHEN Qimei, ZHENG Chunxiao, LI Haiying. Analysis on international development trend of energy storage technology based on bibliometrics[J]. Energy Storage Science and Technology, 2020, 9(1): 296-305.

图/表 11

图1

表1

图2

表2

图3

图4

表3

图5

表4

图6

图7

参考文献 19

1	ARGYROU M C, CHRISTODOULIDES P, KALOGIROU S A. Energy storage for electricity generation and related processes: technologies appraisal and grid scale applications[J]. Renewable and Sustainable Energy Reviews, 2018, 94: 804-821.
2	陈永翀. 储能未来的技术发展路径[J]. 能源, 2019(1): 84-85.
	CHEN Yuchong. Technological development path of energy storage in the future[J]. Energy, 2019(1): 84-85.
3	张宇, 俞国勤, 施明融, 等. 电力储能技术应用前景分析[J]. 华东电力, 2008(4): 91-93.
	ZHANG Yu, YU Guoqin, SHI Mingrong, et al. Application prospect analysis of electric energy storage technology[J]. East China Electric Power, 2008(4): 91-93.
4	RICCARDO A R, CASSONE E, DISTASO E, et al. Overview on recent developments in energy storage: Mechanical, electrochemical and hydrogen technologies[J]. Energy Conversion and Management, 2017, 132(2): 372-387.
5	GUNEY M S, TEPE Y. Classification and assessment of energy storage systems[J]. Renewable and Sustainable Energy Reviews, 2017, 75(8): 1187-1197.
6	EFTEKHARI A, FANG B Z. Electrochemical hydrogen storage: Opportunities for fuel storage, batteries, fuel cells, and supercapacitors[J]. International Journal of Hydrogen Energy, 2017, 42(40): 25143-25165.
7	RAZA W, ALI F, RAZA N, et al. Recent advancements in supercapacitor technology[J]. Nano Energy, 2018, 52(10): 441-473.
8	MAHLIA T M I, SAKTISAHDAN T J, JANNIFAR A, et al. A review of available methods and development on energy storage; technology update[J]. Renewable and Sustainable Energy Reviews, 2014, 33(5): 532-545.
9	POONAM K S, ARORA A. Review of supercapacitors: Materials and devices[J]. Journal of Energy Storage, 2019, 21(1): 801-825.
10	LIU H, YU H J. Ionic liquids for electrochemical energy storage devices applications[J]. Journal of Materials Science & Technology, 2019, 35(4): 674-686.
11	王海焦, 黄锐娜, 王小俊, 等. 基于VOSviewer的富血小板血浆研究热点主题分析[J]. 中国组织工程研究, 2019, 23(18): 2947-2952.
	WANG Haijiao, HUANG Ruina, WANG Xiaojun, et al. Topic analysis of platelet-rich plasma research based on VOSviewer[J]. Chinese Journal of Tissue Engineering Research, 2019, 23(18): 2947-2952.
12	TOPALLI M, IVANAJ S. Mapping the evolution of the impact of economic transition on central and eastern european enterprises: A co-word analysis[J]. Journal of World Business, 2016, 51(5): 744-759.
13	李先锋, 张洪章, 郑琼, 等. 能源革命中的电化学储能技术[J]. 中国科学院院刊, 2019, 34(4): 443-449.
	LI Xianfeng, ZHANG Hongzhang, ZHENG Qiong, et al. Electrochemical energy storage technology in energy revolution[J]. Bulletin of Chinese Academy of Sciences, 2019, 34(4): 443-449.
14	LEE J, SRIMUK P, FLEISCHMANN S, et al. Redox-electrolytes for non-flow electrochemical energy storage: A critical review and best practice[J]. Progress in Materials Science, 2019, 101(3): 46-89.
15	贺钟灵. 微电网电池储能技术经济分析[J]. 现代工业经济和信息化, 2018, 8(17): 9-11.
	HE Zhongling. Technical and economic analysis of battery energy storage in microgrid[J]. Modern Industrial Economy and Informationization, 2018, 8(17): 9-11.
16	林伯强. 中国可再生能源+储能模式机遇和挑战并存[N]. 第一财经日报, 2019-05-07(A11.
	LIN Boqiang. China's renewable energy + energy storage model:opportunities and challenges[N]. First Financial Daily, 2019-05-07(A11.
17	LIN Yaxue, ALVA G, FANG Guiyin. Review on thermal performances and applications of thermal energy storage systems with inorganic phase change materials[J]. Energy, 2018, 165(A): 685-708.
18	ALVA G, LIN Y X, FANG G Y. An overview of thermal energy storage systems[J]. Energy, 2018, 144: 341-378.
19	HAJIAGHASIA S, AHMAD S. Hybrid energy storage system for microgrids applications: A review[J]. Journal of Energy Storage, 2019, 21(1): 543-570.

排名	学科	论文数量/篇	占论文总量的比例/%
1	能源与燃料（energy fuels）	32846	93
2	工程（engineering）	13042	37
3	物理（physics）	6718	19
4	数学（mathematics）	6486	18
5	自动控制系统（automation control systems）	6202	18
6	计算机科学（computer science）	3718	11
7	材料科学（materials science）	1921	5
8	力学（mechanics）	1636	5
9	化学（chemistry）	1510	4
10	电化学（electrochemistry）	1317	4
11	经营经济学（business economics）	1212	3
12	热力学（thermodynamics）	1107	3
13	生态环境科学（environmental sciences ecology）	1010	3

排名	国家	高被引论文数量/篇	占高被引论文总量的比例/%
1	中国	228	42.07
2	美国	128	23.62
3	英国	48	8.86
4	新加坡	33	6.09
5	澳大利亚	28	5.17
6	西班牙	28	5.17
7	德国	24	4.43
8	法国	22	4.06
9	印度	18	3.32
10	日本	17	3.14

关键词	出现频次	关键词	出现频次
pcm	328	lithium ion battery	36
battery	243	sodium ion battery	35
phase change material	235	nanostructure	34
cost	216	effectiveness	34
electrode	132	cathode	33
thermal energy storage	104	wind	33
supercapacitor	97	Li ion battery	32
stability	91	high energy density	30
grid	84	nanoparticle	30
latent heat	78	electrochemical energy storage	29
composite	77	electrochemical performance	29
microgrid	76	pcms	29
energy storage device	71	energy management	28
ess	67	control strategy	28
integration	66	energy storage application	27
graphene	64	battery storage	26
thermal conductivity	64	catalyst	25
electrode material	62	power density	25
paraffin	62	pmma	25
algorithm	61	battery energy storage system	24
composite pcm	58	smart grid	24
renewable energy	55	thermal stability	23
emission	53	thermal energy storage system	22
reliability	53	carbon material	20
mechanism	49	polymer	20
renewable energy source	47	wind power	20
electrolyte	46	dsc	19
electric vehicle	44	peg	19
nanocomposite	43	smes	19
microcapsule	43	redox flow battery	18
vehicle	42	cchp system	14
energy density	41	phev	14
nanomaterial	38	chp	12
simulation	38	ems	12
energy consumption	38	csp	12
thermal property	38	hess	12
low cost	37	csp plant	11

聚类号	研究主题	关键词
#1	电化学储能	battery storage; electrode; nanomaterial; supercapacitor; stability; high energy density; lithium ion battery; graphene; electrochemical performance; mechanism; electrolyte; low cost; sodium ion battery; cathode; catalyst; power density; polymer; redox flow battery
#2	可再生能源微电网储能技术	cost; model; micro/smart grid; integration; algorithm; renewable energy; emission; simulation; effectiveness; wind power; energy management
#3	相变储能材料	phase change material （PCM）; latent heat; composite pcm; thermal conductivity; thermal reliability; paraffin; microcapsule; differential scanning calorimetry （DSC）; Microencapsulated phase change material （MPCM）; Phase change energy storage （PEG）
#4	蓄热系统	thermal energy storage; energy consumption; thermal property; Combined Cooling, Heating and Power （CCHP）; Concentrating Solar Power （CSP）
#5	混合储能系统	Hybrid Energy Storage System （HESS）; electric vehicle; control strategy; superconducting magnetic energy storage （SMES）; plug-in hybrid electric vehicle （PHEV）

[1]	姚祯, 张琦, 王锐, 刘庆华, 王保国, 缪平. 生物质衍生碳材料在全钒液流电池电极方面的应用[J]. 储能科学与技术, 2022, 11(7): 2083-2091.
[2]	时雨, 张忠, 杨晶莹, 钱薇, 李昊, 赵祥, 杨欣桐. 储能电池系统提供AGC调频的机会成本建模与市场策略[J]. 储能科学与技术, 2022, 11(7): 2366-2373.
[3]	曾伟, 熊俊杰, 李建林, 马速良, 武亦文. 基于权重自适应鲸鱼优化算法的多能系统储能电站最优配置[J]. 储能科学与技术, 2022, 11(7): 2241-2249.
[4]	韩健民, 薛飞宇, 梁双印, 乔天舒. 模糊控制优化下的混合储能系统辅助燃煤机组调频仿真[J]. 储能科学与技术, 2022, 11(7): 2188-2196.
[5]	鲁志颖, 江杉, 李全龙, 马可心, 傅腾, 郑志刚, 刘志成, 李淼, 梁永胜, 董知非. 全钒液流电池在充电结束搁置阶段的开路电压变化[J]. 储能科学与技术, 2022, 11(7): 2046-2050.
[6]	冯国会, 王天雨, 王刚. 封装方式对相变水箱蓄放热性能影响模拟分析[J]. 储能科学与技术, 2022, 11(7): 2161-2176.
[7]	董树锋, 刘灵冲, 唐坤杰, 赵海祺, 徐成司, 林立亨. 基于Simulink和低代码控制器的储能控制实验教学方法[J]. 储能科学与技术, 2022, 11(7): 2386-2397.
[8]	郭雨涵, 郁丹, 杨鹏, 王子绩, 王金涛. 基于贪婪算法的分布式储能系统容量优化配置方法[J]. 储能科学与技术, 2022, 11(7): 2295-2304.
[9]	袁性忠, 胡斌, 郭凡, 严欢, 贾宏刚, 苏舟. 欧盟储能政策和市场规则及对我国的启示[J]. 储能科学与技术, 2022, 11(7): 2344-2353.
[10]	刘国静, 李冰洁, 胡晓燕, 岳芬, 徐际强. 澳大利亚储能相关政策与电力市场机制及对我国的启示[J]. 储能科学与技术, 2022, 11(7): 2332-2343.
[11]	胡旭, 江涵, 张锐. 沙特能源转型及氢能发展展望[J]. 储能科学与技术, 2022, 11(7): 2354-2365.
[12]	杨孝杰, 王海云, 蒋中川, 宋章华. 应用于飞轮储能的BLDC电机功率双向流动策略设计[J]. 储能科学与技术, 2022, 11(7): 2233-2240.
[13]	李洪涛, 张帅, 李旭东, 纪运广, 孙明旭, 李欣. 单罐式储能换热系统在热风无纺布工艺中的应用[J]. 储能科学与技术, 2022, 11(7): 2250-2257.
[14]	吴田, 林闽城, 海浩, 孙海渔, 温兆银, 马福元. 面向一次调频的镍氢电池系统开发[J]. 储能科学与技术, 2022, 11(7): 2213-2221.
[15]	徐光福, 姜淼, 王万纯, 魏阳, 侯炜. 大型储能电池短路故障分析与保护策略[J]. 储能科学与技术, 2022, 11(7): 2222-2232.