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.
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Heat Pump Control in Urban Buildings: Methods and Deployment Barriers
Saleh, Ahmed, Mehta, Kedar
This review analyzes why heat pumps in European urban buildings underperform, focusing on control and integration. Reviewing 34 peer-reviewed papers and 7 technical sources, it identifies four deployment barriers: model identification cost,…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
关于"Fabrication of Core-Shell Hard Carbon via Waste-Battery Catalysis for High-Performance Sodium-Ion Batteries"的数据集
Tianwu, 杨广场
This dataset provides comprehensive data on the synthesis, structural characterization, electrochemical performance, kinetic mechanisms, and interfacial stability of core-shell hard carbon fabricated via waste-battery catalysis. It supports…
Peer-reviewed🌍 GlobalConference2023 10th IEEE International Conference on Power Systems Icps 20232023#Energy TransitionDOI
Virtual power plants and net zero targets: A case study of the United Kingdom
Ullah Z.
This case study examines the role of virtual power plants (VPPs) in the UK's net zero targets. It analyzes how VPPs contribute to renewable integration and grid balancing, and considers policy and regulatory frameworks. The paper clarifies …
Peer-reviewed🇨🇳 ChinaJournalJournal of Thermal Science2026#Energy TransitionDOI
Active Control Strategy of a Combined Cooling, Heating and Power System Integrated with Solar-Assisted Adsorption Enhanced Hydrogen Production Process
Liqiang Duan, Shangyou Huang, Qiushi Wang +3
This paper proposes an active control strategy for a combined cooling, heating and power (CCHP) system integrated with a solar-assisted adsorption enhanced hydrogen production process. By combining renewable energy with hydrogen production,…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Stochastic Multi-Objective Optimization of Scrap Blending for Product-Quality-Constrained Low-Carbon EAF Steelmaking
Rayan Basheer M.Ameen, Dilveen Waheed Mohammed
This study presents a reproducible stochastic multi-objective framework for optimizing metallic charge blends in low-carbon EAF steelmaking. It integrates cost, carbon emissions, circularity, metallic yield, residual-element limits, multi-c…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Input dataset: Price-signal degeneracy and carbon-aware dispatch of grid-connected photovoltaic, wind and battery systems under time-of-use tariffs
Ilyes Tegani, Hamza Afghoul, Salah S. Alharbi +2
This study analyzes price-signal degeneracy in a grid-connected PV-wind-battery system under time-of-use tariffs, showing that identical export and off-peak import prices make cost-minimizing dispatch indifferent between policies differing …
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Input dataset: Price-signal degeneracy and carbon-aware dispatch of grid-connected photovoltaic, wind and battery systems under time-of-use tariffs
Ilyes Tegani, Hamza Afghoul, Salah S. Alharbi +2
This deposit provides a complete input dataset and reproducible generator for a study of carbon-aware stochastic predictive dispatch in a grid-connected hybrid renewable plant (50 kW PV, 60 kW wind, 100 kWh battery) under a time-of-use tari…
Peer-reviewed🇪🇺 EuropeJournalEnergy Economics2026#Energy TransitionDOI
Does real-time pricing deliver lower carbon emissions?
Magdalena Strasburger, Tracey Dodd, Tim Nelson
Using 57 million hourly observations from 10,751 German households, this study compares CO2 emissions intensity of electricity consumption under real-time pricing (RTP) versus static tariffs. RTP customers shift consumption in response to p…
Preprint🇺🇸 USAEarthArXiv2026#Energy TransitionDOI
Material demand and supply-chain assessment of U.S. electricity system transitions
Griffths. Paul Jakob, Moorhead, Avery, Brinkerink, Maarten +1
This study quantifies material demand for U.S. electricity decarbonization from 2027-2050 across multiple scenarios, finding peak demand in the late 2020s-2030s. It identifies supply-chain vulnerabilities for tellurium, dysprosium, and othe…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
US CCGT Operational Benchmark: measured efficiency, CO2 intensity and utilisation of the US combined-cycle fleet
Aheiev, Dmytro
A benchmark dataset of 409 US CCGT plants with measured annual performance (net efficiency median 46.2%, CO2 intensity, capacity factor) from EPA eGRID2022, joined to fleet structure (vintage, HRSG, CHP, etc.) with strict entity matching. P…
Peer-reviewed🇨🇳 ChinaJournalCarbon Neutrality2026#Energy TransitionDOI
Harnessing the heat and material potential in steel slag to decarbonize China’s steel industry
Yiwen Lv, Junjun Wu, Zhen Han +7
This study introduces a co-processing method for steel slag with blast furnace slag and sands, reducing viscosity by 83% and achieving 75% thermal recovery efficiency. The resulting glassy slag beads are suitable for cement production, pote…
Preprint🌍 Global2026#Energy TransitionDOI
Defaulting to Decarbonization? Financial Insolvency and the Energy Transition in India’s States
Johnathan Guy
This paper examines how financial distress of electricity distribution utilities (DISCOMs) in India affects the energy transition. Using original data, it finds that in the short run, distressed DISCOMs procure relatively more renewable ene…
Peer-reviewed🌍 GlobalJournalEnergy and Climate Change2024#Energy TransitionDOI
Equity implications of net-zero emissions: A multi-model analysis of energy expenditures across income classes under economy-wide deep decarbonization policies
Bistline J.
This paper uses multiple models to analyze the impact of economy-wide deep decarbonization policies on energy expenditures across income classes, finding that lower-income households may bear a disproportionate burden. It emphasizes the imp…
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy TransitionDOI
Onboard Comparison of HFO and LNG Emissions in a High-Pressure Dual-Fuel Marine Engine at 50% MCR: Implications for Sustainable Shipping
Ewelina Orysiak, Piotr Rozner, Kamila Staszczak
This study compares HFO and LNG emissions from a real vessel's high-pressure dual-fuel engine (MAN B&W 6G50ME-C9.5-GI) at 50% MCR. LNG reduces CO2 by 27.0%, NOx by 20.7%, CO by 18.2%, and PM by ~69% (uncertain). Methane slip is ~0.6 g/kWh, …
Peer-reviewed🇨🇳 ChinaJournalCatalysts2026#Energy TransitionDOI
From Plasma-Generated Radicals to Value-Added Products: A Critical Review of Methane Valorisation
Niaz Wali, Muhammad Sabir, Muhammad Bilal +6
Methane valorization via plasma-assisted technologies offers a sustainable route to hydrogen, syngas, and chemicals, overcoming the limitations of energy-intensive thermocatalytic processes. This review integrates plasma physics, radical ch…
Preprint🇨🇳 ChinaResearch Square2026#Energy TransitionDOI
Stability-Constrained Decentralized Control and Energy Management for Grid-Forming Inverter-Based Microgrids
Amam Hossain Bagdadee, Ishtiak Al Mamoon, Deshinta Arrova Dewi +2
This paper proposes a stability-constrained decentralized control and energy management approach for grid-forming inverter-based microgrids, facilitating renewable energy integration and enhancing grid stability.
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science and Ecotechnology2026#Energy TransitionDOI
Habit-locked-in carbon-air-pollutant emissions dominate China’s household footprints
Zhihui Zhang, Huihui Long, Dan Tong +2
This study quantifies habit-locked emissions from household consumption in China, finding that nearly 84% of total household-driven CO2, PM2.5, NOx, and SO2 emissions are locked in by behavioral inertia. Food has the highest locked-in share…
Peer-reviewed🌍 GlobalJournalSustainable Development2026#Energy TransitionDOI
The Carbon Footprint of Digitalization: Spatial Spillovers of ICT Development and Implications for Sustainable Development
Manuel A. Zambrano‐Monserrate, Gonzalo Hernández Soto, Nazife Özge Beşer
This study analyzes the impact of ICT development on CO2 emissions using panel data from 87 countries (2006-2016) and spatial econometric models. It separates domestic effects from spatial spillovers, finding that ICT development increases …
Peer-reviewed🌍 GlobalJournalTransportation Research Part D Transport and Environment2026#Energy TransitionDOI
Robust low-carbon ship routing under weather uncertainty: a distributional reinforcement learning approach
Turgay Battal
This paper applies distributional reinforcement learning to low-carbon ship routing under weather uncertainty. It proposes a method to reduce fuel consumption and emissions while ensuring robustness against weather variability, contributing…
Peer-reviewed🇪🇺 EuropeJournalNew Political Economy2026#Energy TransitionDOI
The rise of low-carbon industrialism: how the world economy is reconfigured through production, regulation, and space
E. W. Stapper
This article proposes 'low-carbon industrialism' as a conceptual tool to study the emerging planning order reorganizing capitalism. It argues that green industrial policy scholarship treats production, labor, regulation, and space partially…