GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
DatasetZenodo2026#Energy TransitionDOI
ASSESSMENT OF THE IMPACT OF ENERGY EFFICIENCY IMPROVEMENTS IN THERMAL POWER PLANTS OF UZBEKISTAN ON ELECTRICITY GENERATION AND CO₂ EMISSIONS
Eshbekov Mukhriddin Mashrab o'g'li, Worldly Knowledge Publishing Centre
This study analyzes the impact of energy efficiency improvements in Uzbekistan's thermal power plants on electricity generation and CO₂ emissions. Using mathematical methods, it evaluates the relationship between thermal efficiency, fuel co…
Preprint🌍 GlobalZenodo2026#Transition FinanceDOI
The Carbon Handshake Architecture: From Verified Carbon to Settled Farmer Income
Rawat, Manoj Kumar
This paper proposes an integrated institutional design for smallholder carbon finance in India, treating the end-to-end transaction as the unit of analysis. It formalizes four constructs: the Golden Suture, Digital Spine, 1:10 Multiplier, a…
PreprintZenodo2026#Energy TransitionDOI
Indonesia Energy Outlook 2026: Navigating Energy Security, Energy Transition, and National Industrialization
Mubarok, Moh. Wahyu Syafi'ul, Alvayed, Dandi
This strategic report assesses Indonesia's energy policy direction, highlighting three challenges: energy security constraints from oil import dependence and fiscal pressure, misalignment between captive coal expansion and decarbonization, …
Peer-reviewed🌍 GlobalJournalIntegration of Industry and Education Journal2025#Disclosure InfrastructureDOI
Collaborative Governance Pathways for Green Trade and Climate Policy in the Digital Economy Era
Chi FAN
This paper examines how the twin transition of digitalization and decarbonization reshapes green trade cooperation in the Belt and Road context. It analyzes mechanisms like CBAM, Ecodesign rules, and Digital Product Passports (DPP) that emb…
Peer-reviewed🇪🇺 EuropeJournal2026#Energy Transition
Backcasting the Future of the Automotive Industry: Leveraging Digital Technologies for the Circular Economy
Linda Sagnier, Ann-Sophie Finner, Daniel Heinz +1
This study uses backcasting to envision a circular automotive industry by 2050, aligned with the European Green Deal. It explores how digital technologies like AI, digital twins, and product passports enhance data sharing, traceability, and…
Peer-reviewed🌍 GlobalJournalNext Sustainability2026#Energy EfficiencyDOI
Revolutionizing cotton scouring: From ancient methods to eco-friendly breakthroughs
A. Hashem, Chukwunonso O. Aniagor
This review compares conventional and emerging cotton scouring technologies (enzymatic, ultrasound, plasma, supercritical CO2, nanotechnology) on efficiency, environmental impact, and cost. It finds trade-offs: enzymatic reduces COD but is …
Peer-reviewedJournalInternational Journal of Leading Research Publication.2026#AI × ESGDOI
Digital Transformation and Circular Economy Integration for Triple Bottom Line Performance in Industrial Companies
Supreetha HD, Punith Cariappa, Suresha B
This review systematically analyzes how Industry 4.0 technologies (IoT, AI, big data, etc.) integrated with Circular Economy principles enhance Triple Bottom Line performance in industrial firms. It finds significant improvements in environ…
Preprint🇨🇳 China2017#Energy Transition
(1. [[unclear: affiliation]], 100190; 2. [[unclear: affiliation]], 100049)
Guo Huan, Xu Yujie, Liu Chang +1
This paper proposes a corresponding-point analysis method for compressed air energy storage systems, leveraging symmetry and physical correlations. It establishes mathematical models for corresponding-point efficiency, equipment exergy effi…
Peer-reviewed🇪🇺 EuropeJournalBristol Research (University of Bristol)2025#Other
A Conceptual Model to Assess the Environmental Impacts of Digital Product Passports
Lyu Zhang, René H. Reich, Adrien Berthelot +3
Digital Product Passports (DPPs) in the EU aim to foster circular economy but their environmental impacts as digital services are unaddressed. This study proposes a five-dimensional conceptual model structuring DPP life-cycle impacts, linki…
Peer-reviewedJournalJournal of Industrial Information Integration2026#circular_economyDOI
An information-integrated circularity passport for tribological systems: a trajectory-aware framework and IIoT-compatible scoring algorithm
Valentina Ndou, Sara Attanasio, Gioconda Mele +2
Tribological systems consume 20-23% of global energy, yet existing circularity assessments are static. This study develops a Circularity Passport framework with a scoring algorithm for production, use, and end-of-life phases, integrating II…
Peer-reviewed🌍 GlobalJournalInternational Journal of Multidisciplinary Research and Growth Evaluation2023#Energy TransitionDOI
Framework for Lifecycle Management and Recycling of Spent Lithium-Ion Battery Components
Augustine Tochukwu Ekechi
This paper proposes a systems-level framework for lifecycle management and recycling of spent lithium-ion batteries, integrating design-for-circularity, digital traceability, and high-yield recovery technologies. It comprises five layers fr…
Peer-reviewed🌍 GlobalJournalInternational Journal of Research in Science and Technology2026#Energy TransitionDOI
Circular Fashion: Creating a Sustainable Clothing Economy
Natarajan Arunraaj
This paper comprehensively analyzes circular fashion as a pathway to sustainability, addressing environmental impacts, technological advances (enzymatic recycling, AI sorting), and new business models. It identifies systemic barriers and pr…
Peer-reviewedJournalJournal of Textile Science and Technology2025#Supply ChainDOI
Data-Driven Frameworks for Circular and Traceable Banana Fibre Textiles: Opportunities and Challenges
Edwin Kamalha, Mackenzie Tuhirirwe, Ildephonse Nibikora
This review synthesizes research on banana fiber textiles, emphasizing traceability, circularity, and digital technologies like blockchain, IoT, and DPPs. Despite low environmental impact, fragmented supply chains and infrastructure gaps hi…
Journal2025#Supply ChainDOI
Blockchain-Enabled Product Passport for Transparent Tea Supply Chain
Y. S. I. De Silva, S. A. U. K. Suraweera, W. A. K. P. Piyasinghe +3
This paper proposes an integrated smart system for Sri Lankan tea plantations, combining IoT, digital twins, and carbon footprint tracking. It enables real-time monitoring, yield prediction, and product passports to optimize resources and r…
Peer-reviewed🇪🇺 EuropeJournalSemantic Web2025#AI × ESGDOI
RePlanIT Ontology for Digital Product Passports of ICT: Laptops and Data Servers
Anelia Kurteva, Carlo van der Valk, Kathleen McMahon +2
To advance circular economy in ICT, the RePlanIT ontology supports building Digital Product Passports (DPPs) for laptops and data servers, integrating device, component, material, and CE knowledge. Validated in a real-world case aiding sust…
🇪🇺 EuropeJournal2025#AI × ESGDOI
Asset Administration Shell and Graph-based Analysis for Designing Sustainable Products
Nada Sahlab, Hossein Rimaz, Prerna Juhlin +2
This study explores the use of Asset Administration Shell (AAS) and knowledge graphs to incorporate sustainability criteria in early product design. An EPD submodel is represented in RDF, enabling direct comparison of environmental indicato…
Journal2025#AI × ESGDOI
Blockchain-Integrated Circular Economy Framework for Maritime ICT Energy Materials
Paula Marielle Ababao, Ian B. Benitez, Gabriel Avelino Sampedro
This study proposes a blockchain-integrated circular economy framework to enhance lifecycle tracking and emissions reporting for maritime ICT and energy materials. It combines Digital Product Passports, IoT telemetry, and smart contracts to…
Preprint🇨🇳 China2025#Energy Transition
Study on Load Sharing Ratio in the Structure of a Lined Rock Cavern for CAES
Study on Load Sharing Ratio in the Structure of an Lined Rock Cavern for CAES
Zhang Yunlong, Zheng Kexun, Jiang Zhongming +3
This paper focuses on structural analysis of lined rock cavern gas storage for compressed air energy storage (CAES) plants, evaluating load sharing ratios among structural layers via elastoplastic analysis. It provides a basis for safety as…
JournalBrunel University Research Archive (BURA) (Brunel University London)2025#circular_economyDOI
Digital Product Passport for Circular Construction: A Framework Based on Life Cycle Perspective
Maneesha Dias, Hongxiu Li, Ulla A. Saari +4
The construction industry is resource-intensive and carbon-heavy. Buildings have long lifecycles (50-100 years), and data fragmentation among stakeholders is a key challenge. This paper reviews 25 SCOPUS articles and proposes a framework il…
🇪🇺 EuropeJournal2023#AI × ESGDOI
Green Digital Twins in the Product Life Cycle
Jochen Deuse, David Wagstyl, Victor Hernandez Moreno +3
This paper explores how green digital twins contribute to sustainable industrial production across the product life cycle. It highlights opportunities and challenges in revealing emissions and constructing green digital twins for various pu…