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The scientometric evaluation on the research of biodiesel based on HistCite and VOSviewer (1993–2019)

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Abstract

Biodiesel is potentially an alternative, sustainable fuel which has high demand in future. The research and development in biodiesel production are continuously increasing and has a great choice of interest. In this area, there is a scope to analyze the bulk of the research output available which could be categorized to decide the next steps and identify research gaps. Therefore, the scientometric approach was carried out in this study, by HistCite and VOSviewer to identify the trends and problems associated with this research area. Based on a Web of Science database search, 19,491 documents were retrieved for biodiesel production from the Web of Science Core Collection and they were systematically screened out from 1993 to 2019. The documents were reviewed for co-authorship, collaboration with nations, co-occurrence of keywords, and institutional collaboration. The data showed that the studies released had an upward trend over the years. China plays an important role in the research area of biodiesel development among the developing countries by taking into account the number of citations, and the USA is the top country with the ability to alter the network’s structure. Developed countries have also played a significant role in promoting research in this field, along with developing countries. Study patterns have shown that early-year research trends appear to be pure environmental studies and have moved to areas such as monitoring, management, and protection of biodiversity in recent years. In this study, an extensive analysis of the status of research and developments in biodiesel production is provided along with feedback on possible research directions.

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References

  1. Andreo-Martinez P, Garcia-Martinez N, Duran-del-Amor MDM, Quesada-Medina J (2018) Advances on kinetics and thermodynamics of non-catalytic supercritical methanol transesterification of some vegetable oils to biodiesel. Energy Convers Manag 96:173–187

    Google Scholar 

  2. Jambulingam R, Shalma M, Shankar V (2019) Biodiesel production using lipase immobilized functionalized magnetic nanocatalyst from oleaginous fungal lipid. J Clean Prod 58:215–245

    Google Scholar 

  3. Farobie O, Matsumura Y (2017) Continuous production of biodiesel under supercritical methyl acetate conditions: experimental investigation and kinetic model. Bioresour Technol 5:241–720

  4. Cheng J (2017) Biomass to renewable energy processes, 2nd edn. CRC Press, New York

    Google Scholar 

  5. Lamba N, Gupta K, Modak JM, Madras G (2017) Biodiesel synthesis from Calophylluminophyllum oil with different supercritical fluids. Bioresour Technol (241):767–774

  6. Sivaramakrishnan R, Incharoensakdi A (2018) Microalgae as feedstock for biodiesel production under ultrasound treatment – a review. Bioresour Technol 250:877–887

    Article  Google Scholar 

  7. Ma Y, Gao Z, Wang Q, Liu Y (2018) Biodiesels from microbial oils: opportunity and challenges. Bioresour Technol 263:631–641

    Article  Google Scholar 

  8. Navarro Lopez E, Robles Medina A, Gonzalez Moreno PA, Esteban Cerdan L, Martin Valverde L, Molina Grima E (2016) Biodiesel production from Nannochloropsisgaditana lipids through transesterification catalyzed by Rhizopusoryzae lipase. Bioresour Technol 44:203–236

    Google Scholar 

  9. Konur O (2012) The scientometric evaluation of the research on the production of bioenergy from biomass. Biomass Bioenergy 47(6):504–515

    Article  Google Scholar 

  10. Coelho MS, Barbosa FG, Souza MRAZ (2014) The scientometric research on macroalgal biomass as a source of biofuel feedstock. Algal Res 6(Part B):132–138

    Article  Google Scholar 

  11. Chen CM (2006) CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. J Am Soc Inform Sci Tech 57(3):359–377

    Article  Google Scholar 

  12. Chen CM, Ibekwe-Sanjuan F, Hou J (2010) The structure and dynamics of cocitation clusters: A multiple-perspective co-citation analysis. J Am Soc Inf Sci Technol 61(7):1386–1409

    Article  Google Scholar 

  13. Chen CC, Wu CF, Yu HL, Chan CC, Cheng TJ (2012) Spatiotemporal modeling with temporal-invariant variogram subgroups to estimate fine particulate matter PM2.5 concentrations. Atmos Environ 54(5):1–8

    Article  Google Scholar 

  14. Agarwal AK (2007) Biofuels (alcohols and biodiesel) applications as fuels for internal combustion engines. Prog Energy Combust Sci 33:233–271

    Article  Google Scholar 

  15. Demirbas A (2007) Progress and recent trends in biofuels. Prog Energy Combust Sci 33:1–18

    Article  Google Scholar 

  16. Sheehan J, Camobreco JD, Graboski M, Shapouri H (1998) Life cycle inventory of biodiesel and petroleum diesel for use in an urban bus. Final report for US department of energy’s office of fuel development and the US department of agriculture’s office of energy, by the national renewable energy laboratory, NERL/SR-580-24089

  17. USEPA (2002) A comprehensive analysis of biodiesel impacts on exhaust emissions. EPA420-P-02-001

  18. Directive 2009/28/EC (2009) On the promotion of the use of energy from renewable sources and amending and subsequently repealing directives 2001/77/EC and 2003/30/EC. OJEU; L 140:16–62

  19. Sharma YC, Singh B (2009) Development of biodiesel: current scenario. Renew Sust Energ Rev 13(6–7):1646–1651

    Article  Google Scholar 

  20. Balat M, Balat H (2010) Progress in biodiesel processing. Appl Energy 87(6):1815–1835

    Article  Google Scholar 

  21. Kannan GR, Karvembu R, Anand R (2011) Effect of metal based additive on performance emission and combustion characteristics of diesel engine fuelled with biodiesel. Appl Energy 88(11):3694–3703

    Article  Google Scholar 

  22. Di Y, Cheung CS, Huang ZH (2009) Experimental investigation on regulated and unregulated emissions of a diesel engine fueled with ultra-low sulfur diesel fuel blended with biodiesel from waste cooking oil. Sci Total Environ 407:835–846

    Article  Google Scholar 

  23. Buyukkaya E (2010) Effects of biodiesel on a DI diesel engine performance, emission and combustion characteristics. Fuel 89:3099–3105

    Article  Google Scholar 

  24. Ng JH, Ng HK, Gan SY (2012) Characterisation of engine-out responses from a light duty diesel engine fuelled with palm methyl ester (PME). Appl Energy 90:58–67

    Article  Google Scholar 

  25. Hazar H (2010) Cotton methyl ester usage in a diesel engine equipped with insulated combustion chamber. Appl Energy 87(1):134–140

    Article  Google Scholar 

  26. Sun JF, Caton JA, Jacobs TJ (2010) Oxides of nitrogen emissions from biodiesel-fuelled diesel engines. Prog Energy Combust Sci 36:677–695

    Article  Google Scholar 

  27. Xue JL, Grift TE, Hansen AC (2011) Effect of biodiesel on engine performances and emissions. Renew Sust Energ Rev 15:1098–1116

    Article  Google Scholar 

  28. Wu F, Wang J, Chen W, Shuai S (2009) A study on emission performance of a diesel engine fueled with five typical methyl ester biodiesels. Atmos Environ 43(7):1481–1485

    Article  Google Scholar 

  29. Lin BF, Huang JH, Huang DY (2009) Experimental study of the effects of vegetable oil methyl ester on DI diesel engine performance characteristics and pollutant emissions. Fuel 88:1779–1785

    Article  Google Scholar 

  30. Turrio-Baldassarri L, Battistelli CL, Conti L, Crebelli R, De Berardis B, Iamiceli AL (2004) Emission comparison of urban bus engine fuelled with diesel oil and biodiesel blend. Sci Total Environ 327:147–162

    Article  Google Scholar 

  31. Qi DH, Chen H, Geng LM, Bian YZH (2010) Experimental studies on the combustion characteristics and performance of a direct injection engine fueled with biodiesel/diesel blends. Energy Convers Manag 51:2985–2992

    Article  Google Scholar 

  32. Aydin H, Bayindir H (2010) Performance and emission analysis of cottonseed oil methyl ester in a diesel engine. Renew Energy 35:588–592

    Article  Google Scholar 

  33. Armas O, Yehliu K, Boehman AL (2010) Effect of alternative fuels on exhaust emissions during diesel engine operation with matched combustion phasing. Fuel 89:438–456

    Article  Google Scholar 

  34. Krahl J, Munack A, Schroder O, Stein H, Bunger J (2003) Influence of biodiesel and different designed diesel fuels on the exhaust gas emissions and health effects. SAE paper 2003-01-3199

  35. Raheman H, Phadatare AG (2004) Diesel engine emissions and performance from blends of karanja methyl ester and diesel. Biomass Bioenergy 27:393–397

    Article  Google Scholar 

  36. Ozsezen AN, Canakci M, Turkcan A, Sayin C (2009) Performance and combustion characteristics of a DI diesel engine fueled with waste palm oil and canola oil methyl esters. Fuel 88:629–636

    Article  Google Scholar 

  37. Utlu Z, Kocak MS (2008) The effect of biodiesel fuel obtained from waste frying oil on direct injection diesel engine performance and exhaust emissions. Renew Energy 33:1936–1941

    Article  Google Scholar 

  38. An H, Yang WM, Chou SK, Chua KJ (2012) Combustion and emissions characteristics of diesel engine fueled by biodiesel at partial load conditions. Appl Energy 99:363–371

    Article  Google Scholar 

  39. Banapurmatha NR, Tewaria PG, Hosmath RS (2008) Performance and emission characteristics of a DI compression ignition engine operated on Honge, Jatropha and sesame oil methyl esters. Renew Energy 33:1982–1988

    Article  Google Scholar 

  40. Macor A, Avella F, Faedo D (2011) Effects of 30% v/v biodiesel/diesel fuel blend on regulated and unregulated pollutant emissions from diesel engines. Appl Energy 88(12):4989–5001

    Article  Google Scholar 

  41. Puhan S, Vedaraman N, Sankaranarayanan G, Bharat Ram BV (2005) Performance and emission study of Mahua oil (madhucaindica oil) ethyl ester in a 4-stroke natural aspirated direct injection diesel engine. Renew Energy 30:1269–1278

    Article  Google Scholar 

  42. Song H, Tompkins BT, Bittle JA, Jacobs TJ (2012) comparison of no emissions and soot concentrations from biodiesel-fulled diesel engine. Fuel 96:446–453

    Article  Google Scholar 

  43. Nabi MN, NajmulHoque SM, Akhter MS (2009) Karanja (PongamiaPinnata)biodiesel production in Bangladesh, characterization of karanja biodiesel and its effect on diesel emissions. Fuel Process Technol 90:1080–1086

    Article  Google Scholar 

  44. Carrico AR, Padgett P, Vandenbergh MP, Gilligan J, Wallston KA (2009) Costly myths: an analysis of idling beliefs and behavior in personal motor vehicles. Energy Policy 37(8):2881–2888

    Article  Google Scholar 

  45. Zhang Q, Fischer HJ, Weiss RE, Zhu Y (2013) Ultrafine particle concentrations in and around idling school buses. Atmos Environ 69:65–75

    Article  Google Scholar 

  46. Alan E, Surosky PE (1984) The effects of long term high idle operation on diesel engines. National Technical Systems. Report No. 556-1193-18

  47. Mingers J, Leydesdorff L (2015) A review of theory and practice in scientometrics. Eur J Oper Res 246:1–19

    Article  MATH  Google Scholar 

  48. Konur O (2012) The evaluation of the global research on the education: a scientometric approach. Procedia Soc Behav Sci 47:1363–1367

    Article  Google Scholar 

  49. Small H (1973) Co-citation in the scientific literature: a new measure of the relationship between two documents. J Am Soc Inf Sci Technol 24(4):265–269

    Article  MathSciNet  Google Scholar 

  50. Leeuwen TV (2006) The application of bibliometric analyses in the evaluation of social science research. Who benefits from it, and why it is still feasible. Scientometrics 66(1):133–154

    Article  Google Scholar 

  51. Hood W, Wilson C (2001) The literature of bibliometrics, scientometrics, and informetrics. Scientometrics 52(2):291–314

    Article  Google Scholar 

  52. Konur O (2011) The scientometric evaluation of the research on the algae and bio-energy. Appl Energy 88(10):3532–3540

    Article  Google Scholar 

  53. Paltrinieri A, Hassan MK, Bahoo S Khan A (2019) A bibliometric review of sukuk literature. International Review of Economics & Finance. https://doi.org/10.1016/j.iref.2019.04.004

  54. Zhou W, Kou A, Chen J, Ding B (2018) A retrospective analysis with bibliometric of energy security in 2000–2017. Energy Rep 4:724–732

    Article  Google Scholar 

  55. Song M, Kim SY, Zhang G, Ding Y, Chambers T (2014) Productivity and influence in bioinformatics: a bibliometric analysis using PubMed central. J Assoc Inf Sci Technol 65(2):352–371

    Article  Google Scholar 

  56. Prathap G (2014) Big data and false discovery: analyses of bibliometric indicators from large data sets. Scientometrics 98(2):1421–1422

    Article  Google Scholar 

  57. Alemán-Nava GS, Casiano-Flores VH, Cárdenas-Chávez DL, Díaz-Chavez R, Scarlat N, Mahlknecht J, Dallem JF, Parra R (2014) Renewable energy research progress in Mexico: a review. Renew Sust Energ Rev 32:140–153

    Article  Google Scholar 

  58. Wei FW, Grubesic TH, Bishop BW (2015) Exploring the GIS knowledge domain using CiteSpace. Prof Geogr 67(3):374–384

    Article  Google Scholar 

  59. Zhang K, Wang Q, Liang QM, Chen H (2016) A bibliometric analysis of research on carbon tax from 1989 to 2014. Renew Sust Energ Rev 58(C):297–310

    Article  Google Scholar 

  60. Li XJ, Ma E, Qu HL (2017) Knowledge mapping of hospitality research - a visual analysis using CiteSpace. Int J Hosp Manag 60:77–93

    Article  Google Scholar 

  61. Wang LY, Zhao L, Mao GZ, Zuo J, Du HB (2017) Way to accomplish low carbon development transformation: a bibliometric analysis during 1995–2014. Renew Sust Energ Rev 68(Part 1):57–69

    Article  Google Scholar 

  62. Imran M, Haglind F, Asim M, Jahan ZA (2018) Recent research trends in organic Rankine cycle technology: a bibliometric approach. Renew Sust Energ Rev 81:552–562

    Article  Google Scholar 

  63. Van Eck N, Waltman L (2009) Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics 84(2):523–538

    Google Scholar 

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Rajeswari, S., Saravanan, P., Kumaraguru, K. et al. The scientometric evaluation on the research of biodiesel based on HistCite and VOSviewer (1993–2019). Biomass Conv. Bioref. 13, 4093–4103 (2023). https://doi.org/10.1007/s13399-021-01461-6

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