Technological Innovations in Decarbonisation Strategies: A Text-Mining Approach to Technological Readiness and Potential
Energies, ISSN: 1996-1073, Vol: 17, Issue: 24
2024
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Example: if you select the 1-year option for an article published in 2019 and a metric category shows 90%, that means that the article or review is performing better than 90% of the other articles/reviews published in that journal in 2019. If you select the 3-year option for the same article published in 2019 and the metric category shows 90%, that means that the article or review is performing better than 90% of the other articles/reviews published in that journal in 2019, 2018 and 2017.
Citation Benchmarking is provided by Scopus and SciVal and is different from the metrics context provided by PlumX Metrics.
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Energies, Vol. 17, Pages 6479: Technological Innovations in Decarbonisation Strategies: A Text-Mining Approach to Technological Readiness and Potential
Energies, Vol. 17, Pages 6479: Technological Innovations in Decarbonisation Strategies: A Text-Mining Approach to Technological Readiness and Potential Energies doi: 10.3390/en17246479 Authors: Paulo Moisés Costa
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New Findings from Instituto Politecnico de Viseu Describe Advances in Technology (Technological Innovations in Decarbonisation Strategies: A Text-Mining Approach to Technological Readiness and Potential)
2025 JAN 06 (NewsRx) -- By a News Reporter-Staff News Editor at Tech Daily News -- Research findings on technology are discussed in a new
Article Description
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 CO 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.
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