Scientific journal paper Q1
Technological innovations in decarbonisation strategies: A text-mining approach to technological readiness and potential
Paulo Moisés Costa (Costa, P. M.); António Duarte (Duarte, A.); Paulo Tomé (Tomé, P.); Nuno Bento (Bento, N.); Maria Margarida Duarte de Castro Fontes (Fontes, M.);
Journal Title
Energies
Year (definitive publication)
2024
Language
English
Country
Switzerland
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Abstract
This study presents a novel, multifaceted approach to evaluating decarbonisation technologies by integrating advanced text-mining tools with comprehensive data analysis. The analysis of scientific documents (2011–2021) and mapping 368 technologies from the IEA’s Energy Technology Perspectives identified 41 technology domains, including 20 with the highest relevance and occurrence. Domain readiness was assessed using mean Technology Readiness Levels (TRLs) and linked to six decarbonisation pathways. The “Electrification of uses” pathway ranked highest, demonstrating significant CO2 mitigation potential and high readiness (mean TRL 7.4, with two-thirds of technologies scoring over 7) despite challenges in hard-to-electrify sectors. The findings provide actionable insights for policymakers, highlighting the need for pathway-specific strategies, a deeper understanding of synergies between pathways, and balancing innovation with deployment to accelerate decarbonisation.
Acknowledgements
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Keywords
Decarbonisation,Decarbonisation pathways,Text mining,Technological innovations
  • Earth and related Environmental Sciences - Natural Sciences
  • Economics and Business - Social Sciences
  • Social and Economic Geography - Social Sciences
Funding Records
Funding Reference Funding Entity
PTDC/GESAMB/0934/2020 Fundação para a Ciência e a Tecnologia
UIDB/05583/2020 Fundação para a Ciência e a Tecnologia

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