GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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.
Peer-reviewedJournalEnergies2026#Energy TransitionDOI
CFD Modelling of “Clean” Coal Technologies at Operating Thermal Power Plants Aimed at Reducing Harmful Emissions
S. Bolegenova, A. Askarova, A. Nugymanova +6
This study uses CFD to model combustion aerodynamics and staged air supply in a BKZ-75 boiler firing high-ash Karaganda coal (35.1% ash). Swirl burners cut CO and NO2 by 17.6% and 22.1%; shutting two of four burners cut CO by 36% and NO2 by…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Digital Transformation and Energy Poverty Alleviation: Heterogeneous Transmission of Sub Dimensions of Urban-Rural Integration
Zhou Xiaolin, Junjie Wang, Xinyan Yao +2
Using Chinese provincial panel data (2013–2023), this study applies mediation and moderation models to examine how the digital economy alleviates energy poverty through urban–rural integration. Spatial integration and non-agricultural emplo…
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Energy TransitionDOI
Planning long-duration energy storage under technology learning uncertainty: Implications for power system transition pathways
Gang Lu, Bo Yuan, Wenbo Wu +1
This study models long-duration energy storage (LDES) planning under technology learning uncertainty, analyzing how learning-rate variability shapes power system transition pathways and investment decisions. It offers implications for grid …
Peer-reviewed🇨🇳 ChinaJournalEnergy Policy2026#Energy TransitionDOI
The energy security paradox of technology innovation in the energy transition
Xianyou Pan, 舒亚林, Ning Zhang +4
This study appears to examine the 'energy security paradox' whereby technology innovation driving the energy transition can itself create new security tensions or dependencies. Without an abstract, details are inferred from the title; it li…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#Energy TransitionDOI
Health benefits of China's city-level electricity structure transition through changes in PM2.5 chemical composition
Yang Yang, Hongyan Yang, Guanglei Yang
This study examines how city-level shifts in China's electricity mix alter PM2.5 chemical composition and translate into health benefits. It quantifies the air-quality and public-health co-benefits of decarbonizing power generation away fro…
Peer-reviewed🇨🇳 ChinaJournalSustainable Cities and Society2026#Energy TransitionDOI
Coordinating urban energy resilience and high-quality development: Toward sustainable transition in Yellow River Basin cities
Yuge Huang, Huihui Wang, Chengxin Lin +4
This study examines how Yellow River Basin cities can coordinate urban energy resilience with high-quality development goals toward a sustainable transition. Details are unavailable as no abstract was provided, but the work appears to addre…
Peer-reviewed🇨🇳 ChinaJournalIEEE Energy Sustainability Magazine2026#Energy TransitionDOI
Physics-Informed Machine Learning for Sustainable Power System Resilience Under Extreme Events: Deployable Intelligence for Low-Carbon Energy Infrastructure
Bingzhao Qiu, Peipei Yang, Liyang Ma +3
This work applies physics-informed machine learning (PIML) to strengthen the resilience of low-carbon power systems under extreme events. By embedding physical laws into ML models, it aims to improve the accuracy and reliability of grid sta…
Peer-reviewed🇨🇳 ChinaJournalElectronics2026#Energy TransitionDOI
Low-Carbon Optimal Scheduling of High-Altitude Construction-Park Integrated Energy System Considering Truck–Grid Interaction
Zhijian Liu, Cheng Cheng, Xudong Yang +1
This study proposes a low-carbon dispatch method for a high-altitude construction-park integrated energy system incorporating truck–grid interaction. It couples waste-heat recovery, ORC and power-to-gas with a multi-state model of electric …
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Engineering2026#Energy TransitionDOI
Optimal Scheduling Strategy for Port Virtual Power Plant Based on DQN Algorithm: Considering the Dual Impact of Electricity–Carbon Trading
Yinchen Zhang, Ruoli Tang, Gang Li +3
This paper proposes a two-stage day-ahead/intraday scheduling strategy using a deep Q-network (DQN) for a port virtual power plant participating in both electricity and carbon trading markets. It builds a physical model integrating wind, PV…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Pm-Kusum and India's Sustainable Energy Transition: A Critical Review of Solarising Agriculture, Energy Security And Rural Sustainability
P. Kalpanadevi, Asha R Nair
A critical review of India's PM-KUSUM scheme (2019) through sustainable energy transition, agricultural economics and water-energy nexus lenses. Solar irrigation can cut diesel dependence, improve daytime power and create farm income, but n…
JournalAdvances in computational intelligence and robotics book series2026#Energy TransitionDOI
The Synergy Between Smart Grids and Artificial Intelligence
Siddharth Shankar Mishra, Jalpa Thakkar, Srreya Sharma +3
This study examines how integrating AI with smart grids enhances renewable energy use and intelligent mobility. It shows machine learning and predictive analytics enabling demand forecasting, energy management, and grid stability, and revie…
Peer-reviewed🇪🇺 EuropeJournalBioengineering2026#Energy TransitionDOI
CO2 Self-Sufficiency in Renewable Methanol Production from Biomethane and Biohydrogen: Techno-Economic Assessment for Spain
Arantza Rascón, José Ignacio Linares, A. Santos‐Montes +1
Proposes a third renewable methanol concept: CO2-self-sufficient biomethanol from biomethane, internally generating biohydrogen and biogenic CO2 via reforming with CCU. Four process routes are techno-economically assessed for Spain; routes …
Peer-reviewedJournalTarım Bilimleri Dergisi2026#Energy TransitionDOI
Green Growth Index under the COP30 Agenda: The Roles of Agriculture, Artificial Intelligence and Energy Transition in G7 Countries
Bahar Özbek, Sefa Özbek, Mustafa Naimoğlu
Using 2010–2022 G7 panel data with cross-sectional dependence and structural-break tests, the study examines determinants of a green growth index. Agricultural value added, AI, renewable energy, and environmental taxes show significant posi…
Peer-reviewed🇪🇺 EuropeJournalJournal of Borderlands Studies2026#Energy TransitionDOI
The Role of Borders in Energy Dispositives – The Socio-materiality of Polish-German Energy Borderlands
Kamil Bembnista, Ludger Gailing
Using the concept of 'energy dispositives,' this paper analyzes energy transitions in the German-Polish borderland. It compares an established fossil/nuclear fuels dispositive with an emerging renewables dispositive including cross-border d…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Life Cycle Assessment of Energy Transition in Greenhouse Tomato Seedling Production: From Fossil Fuels to Photovoltaics
Maria Ravani, Georgios K. Ntinas
This study applies LCA to a commercial nursery replacing diesel heating with PV-supported electric heating for greenhouse tomato seedlings. Diesel was the dominant hotspot at 52.3% of the carbon footprint; a same-period counterfactual cut e…
🌍 GlobalJournalNature Reviews Clean Technology2026#Energy TransitionDOI
Flexibility technologies in clean energy systems
Dawei Qiu, Goran Štrbac, Cuo Zhang +1
This work reviews flexibility technologies within clean energy systems, likely covering grid flexibility and demand-supply balancing options. Without an abstract, specific contributions and findings cannot be confirmed. It is relevant to re…
Peer-reviewedJournalInstitutions and Development Research Journal2026#Energy TransitionDOI
Globalisation, Institutional Quality and Renewable Energy Transition in Nigeria: Evidence from ARDL Approach
Matthew Chinedum Ezeh, Edison James Uffie
Using 1996–2024 time-series data and an ARDL bounds approach, this study examines how globalisation and institutional quality shape Nigeria's renewable energy transition. Currency depreciation significantly hampers the transition by raising…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research Energy2026#Energy TransitionDOI
Energy justice and housing: exploratory data analysis of energy-related disparities at the neighborhood level
Martha M. Hoffmann, Sophie Wanner Fandrych
Builds a new spatial dataset for Berlin's 542 planning areas covering income, residential energy consumption, expenditures, energy burden, and energy-poor population share. Median energy burden is 5.5%, setting a double-median poverty thres…
Peer-reviewed🌍 GlobalJournalJoule2026#Energy TransitionDOI
Cost effectiveness of synthetic fuel and CO2 removal for net-zero aviation
Katrin Sievert, Yash Dubey, Nicoletta Brazzola +4
This study compares the cost-effectiveness of synthetic fuels versus DACCS for aviation decarbonization. Accounting for non-CO2 effects, DACCS abatement costs are 49–69% lower than synfuels, and allowing DACCS to meet ReFuelEU synfuel quota…
🇪🇺 EuropeJournal2026#Energy TransitionDOI
Forest biomass in the energy transition: Modelling industrial flexibility and inter-sectoral dependencies
Simon Ingvarsson
Using two optimisation models of a Swedish pulp mill and the national forest biomass system, this thesis examines how biomass should be allocated across competing uses as fossil carbon is phased out. The mill's role may shift from base-load…