Theme evolution analysis of electrochemical energy storage research based on CitNetExplorer

With the rise in new energy industries, electrochemical energy storage, which plays an important supporting role, has attracted extensive attention from researchers all over the world. To trace the electrochemical energy storage development history, determine the research theme and evolution path, and predict the future development directions, this paper will use CitNetExplorer to draw citation chronology charts and study the development trends in this field by analysing data downloaded from the Web of Science database. The results indicate that the research in this field originated from the study on energy storage materials and gradually divided into two major fields: energy storage materials and applications after 2000. The research on the energy storage materials refers to activated carbon materials, carbon nanotubes, graphene, and mesoporous carbon materials. Energy storage applications mainly focus on power systems, new energy vehicles, and wind farm dispatch. For research on electrochemical energy storage materials, the industrialization of graphene may become a new trending topic, and the application research will turn to the construction of energy Internet systems in the future. This paper will provide a full map for the development of electrochemical energy storage and forecast the future research directions in this field.

[1]  徐朝和,et al.  Graphene-based electrodes for electrochemical energy storage , 2013 .

[2]  Gil S. Lee,et al.  Synthesis and electrochemical properties of spin-capable carbon nanotube sheet/MnO(x) composites for high-performance energy storage devices. , 2011, Nano letters.

[3]  J. Whitacre,et al.  Na4Mn9O18 as a positive electrode material for an aqueous electrolyte sodium-ion energy storage device , 2010 .

[4]  Feng Li,et al.  Aligned Titania Nanotubes as an Intercalation Anode Material for Hybrid Electrochemical Energy Storage , 2008 .

[5]  L. Nazar,et al.  Electrochemical energy storage to power the 21st century , 2011 .

[6]  Chu Jie-wan.  Analysis of Research Focus and Research Methods in the Field of Knowledge Management During the Past Decade , 2014 .

[7]  Jihong Wang,et al.  Overview of current development in electrical energy storage technologies and the application potential in power system operation , 2015 .

[8]  Adrian Ilinca,et al.  Energy storage systems—Characteristics and comparisons , 2008 .

[9]  Chi Cheng,et al.  Liquid-Mediated Dense Integration of Graphene Materials for Compact Capacitive Energy Storage , 2013, Science.

[10]  Pierre-Louis Taberna,et al.  TiO2 (B)/activated carbon non-aqueous hybrid system for energy storage , 2006 .

[11]  John S. Liu,et al.  A novel approach to identify the major research themes and development trajectory: The case of patenting research , 2016 .

[12]  David A. J. Rand,et al.  Energy storage — a key technology for global energy sustainability , 2001 .

[13]  Jin Bi-hui,et al.  Main path analysis: a new perspective to structural analysis of citation network based on connectivity , 2012 .

[14]  Majid Beidaghi,et al.  Capacitive energy storage in micro-scale devices: recent advances in design and fabrication of micro-supercapacitors , 2014 .

[15]  B. Dunn,et al.  Electrical Energy Storage for the Grid: A Battery of Choices , 2011, Science.

[16]  Xin Zhao,et al.  The role of nanomaterials in redox-based supercapacitors for next generation energy storage devices. , 2011, Nanoscale.

[17]  D. A. Halamay,et al.  Optimal Energy Storage Sizing and Control for Wind Power Applications , 2011, IEEE Transactions on Sustainable Energy.

[18]  Andrew Cruden,et al.  Energy storage in electrochemical capacitors: designing functional materials to improve performance , 2010 .

[19]  Ludo Waltman,et al.  CitNetExplorer: A new software tool for analyzing and visualizing citation networks , 2014, J. Informetrics.

[20]  Yi Cui,et al.  Highly conductive paper for energy-storage devices , 2009, Proceedings of the National Academy of Sciences.

[21]  Chang Liu,et al.  Advanced Materials for Energy Storage , 2010, Advanced materials.

[22]  S. Cruz,et al.  The Evolution of the Cluster Literature: Shedding Light on the Regional Studies–Regional Science Debate , 2010 .

[23]  B. Conway.  Transition from “Supercapacitor” to “Battery” Behavior in Electrochemical Energy Storage , 1991 .

[24]  B. Liu,et al.  Flexible Energy‐Storage Devices: Design Consideration and Recent Progress , 2014, Advanced materials.

[25]  Min Song,et al.  Analyzing topic evolution in bioinformatics: investigation of dynamics of the field with conference data in DBLP , 2014, Scientometrics.

[26]  Haisheng Chen,et al.  Progress in electrical energy storage system: A critical review , 2009 .

[27]  Jun Liu,et al.  Electrochemical energy storage for green grid. , 2011, Chemical reviews.

[28]  Zhang Jun,et al.  Overview of international roadmap studies on energy storage technologies , 2015 .

[29]  J. Posada,et al.  Towards the development of safe and commercially viable nickel–iron batteries: improvements to Coulombic efficiency at high iron sulphide electrode formulations , 2016, Journal of Applied Electrochemistry.

[30]  Y. Gogotsi,et al.  True Performance Metrics in Electrochemical Energy Storage , 2011, Science.

[31]  L. Nyholm,et al.  Toward Flexible Polymer and Paper‐Based Energy Storage Devices , 2011, Advanced materials.

[32]  D. Zhao,et al.  Carbon Materials for Chemical Capacitive Energy Storage , 2011, Advanced materials.

[33]  Fei Wei,et al.  Design and Synthesis of Hierarchical Nanowire Composites for Electrochemical Energy Storage , 2009 .

[34]  Mike Barnes,et al.  Power quality and stability improvement of a wind farm using STATCOM supported with hybrid battery energy storage , 2006 .

[35]  Wise Lab.  Patent content analysis method based on LDA topic model , 2015 .

[36]  Zhennan Gu,et al.  Growth of manganese oxide nanoflowers on vertically-aligned carbon nanotube arrays for high-rate electrochemical capacitive energy storage. , 2008, Nano letters.

[37]  Jian Jiang,et al.  Recent Advances in Metal Oxide-Based Electrode Architecture Design for Electrochemical Energy Storage , 2012 .

[38]  Wei Lu,et al.  Analyzing evolution of research topics with NEViewer: a new method based on dynamic co-word networks , 2014, Scientometrics.

[39]  Y. Gogotsi,et al.  Capacitive energy storage in nanostructured carbon-electrolyte systems. , 2013, Accounts of chemical research.

[40]  G. Lu,et al.  3D aperiodic hierarchical porous graphitic carbon material for high-rate electrochemical capacitive energy storage. , 2008, Angewandte Chemie.

[41]  Xie Hainin.  Comprehensive Analysis on Electrochemical Energy Storage Mode and Energy Storage Materials , 2014 .

[42]  Mohd Wazir Mustafa,et al.  Energy storage systems for renewable energy power sector integration and mitigation of intermittency , 2014 .

[43]  Srdjan M. Lukic,et al.  Energy Storage Systems for Transport and Grid Applications , 2010, IEEE Transactions on Industrial Electronics.

[44]  Alireza Khaligh,et al.  Battery, Ultracapacitor, Fuel Cell, and Hybrid Energy Storage Systems for Electric, Hybrid Electric, Fuel Cell, and Plug-In Hybrid Electric Vehicles: State of the Art , 2010, IEEE Transactions on Vehicular Technology.

[45]  K. J. Tseng,et al.  Determination of Short-Term Power Dispatch Schedule for a Wind Farm Incorporated With Dual-Battery Energy Storage Scheme , 2012, IEEE Transactions on Sustainable Energy.

[46]  B. Conway,et al.  The role and utilization of pseudocapacitance for energy storage by supercapacitors , 1997 .

[47]  Bingqing Wei,et al.  A perspective: carbon nanotube macro-films for energy storage , 2013 .

[48]  Claudemir Leif Tramarico,et al.  ScienceDirect Information Technology and Quantitative Management ( ITQM 2015 ) Analytic Hierarchy Process and Supply Chain Management : a bibliometric study , 2015 .

[49]  K. C. Divya,et al.  Battery Energy Storage Technology for power systems-An overview , 2009 .

[50]  Wei Zeng-fu.  Application effect evaluation of the chemical energy storage battery in electric power system , 2013 .

[51]  S. Bhattacharya,et al.  Control Strategies for Battery Energy Storage for Wind Farm Dispatching , 2009, IEEE Transactions on Energy Conversion.

[52]  魏屹东,et al.  Scientometrics , 2018, Encyclopedia of Big Data.

[53]  Tao Zheng,et al.  An Asymmetric Hybrid Nonaqueous Energy Storage Cell , 2001 .

[54]  Q Li,et al.  On the Determination of Battery Energy Storage Capacity and Short-Term Power Dispatch of a Wind Farm , 2011, IEEE Transactions on Sustainable Energy.

[55]  P. Ajayan,et al.  Flexible energy storage devices based on nanocomposite paper , 2007, Proceedings of the National Academy of Sciences.

[56]  Alexis Laforgue,et al.  A Nonaqueous Asymmetric Hybrid Li4Ti5 O 12 / Poly(fluorophenylthiophene) Energy Storage Device , 2002 .

[57]  Seamus Grimes,et al.  The emerging dynamic structure of national innovation studies: a bibliometric analysis , 2015, Scientometrics.

[58]  G. Graff,et al.  Ternary self-assembly of ordered metal oxide-graphene nanocomposites for electrochemical energy storage. , 2010, ACS nano.

[59]  Eugene Garfield,et al.  Historiographic Mapping of Knowledge Domains Literature , 2004, J. Inf. Sci..

[60]  Alexander I. Pudovkin,et al.  Why do we need algorithmic historiography? , 2003, J. Assoc. Inf. Sci. Technol..

[61]  Jian Jiang,et al.  Recent Advances in Metal Oxide‐based Electrode Architecture Design for Electrochemical Energy Storage , 2012, Advanced materials.

[62]  G. Soloveichik.  Battery technologies for large-scale stationary energy storage. , 2011, Annual review of chemical and biomolecular engineering.

[63]  Mohd Zobir Hussein,et al.  Advanced energy storage materials for building applications and their thermal performance characterization: a review , 2016 .

[64]  Srdjan M. Lukic,et al.  Energy Storage Systems for Automotive Applications , 2008, IEEE Transactions on Industrial Electronics.

[65]  Xin Zhao,et al.  Flexible holey graphene paper electrodes with enhanced rate capability for energy storage applications. , 2011, ACS nano.

[66]  T. Chen,et al.  Analysis of Multigrounded Four-Wire Distribution Systems Considering the Neutral Grounding , 2001, IEEE Power Engineering Review.

[67]  Subhashish Bhattacharya,et al.  Optimal Control of Battery Energy Storage for Wind Farm Dispatching , 2010, IEEE Transactions on Energy Conversion.

[68]  Alexander I. Pudovkin,et al.  Mapping the Output of Topical Searches in the Web of Knowledge and the Case of Watson-Crick , 2003 .

[69]  Nazrul Islam,et al.  Evolution of emerging iPS cell-based therapies for age-related macular degeneration (AMD) , 2015, 2015 Portland International Conference on Management of Engineering and Technology (PICMET).

[70]  Bakthavachalam Elango,et al.  Study of citation networks in tribology research , 2014, ArXiv.

[71]  Han Woo Park,et al.  Mapping Triple Helix innovation in developing and transitional economies: webometrics, scientometrics, and informetrics , 2013, Scientometrics.

[72]  Sang Bok Lee,et al.  Heterogeneous Nanostructured Electrode Materials for Electrochemical Energy Storage , 2011 .

[73]  Chaomei Chen,et al.  Emerging trends in regenerative medicine: a scientometric analysis in CiteSpace , 2012, Expert opinion on biological therapy.

[74]  Akinobu Murata,et al.  Electrical energy storage systems for energy networks , 2000 .

[75]  Andreas Sumper,et al.  A review of energy storage technologies for wind power applications , 2012 .

[76]  Wen Chen,et al.  Polypyrrole-coated paper for flexible solid-state energy storage , 2013 .

[77]  Haoran Zhao,et al.  Review of energy storage system for wind power integration support , 2015 .

[78]  Jia Lu-l,et al.  Research progress of electrochemical technology of energy storage , 2014 .

[79]  Genevieve Dion,et al.  Carbon coated textiles for flexible energy storage , 2011 .