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.
CN📚 Peer-reviewed · JournalSustainability2026#HydrogenDOI
Adaptive Robust Dispatch of Integrated Energy Systems Considering Variable Hydrogen Blending and Tiered Carbon Trading
Chipeng Zhen, Xinglong Feng, Jianxin Lei +3
This paper proposes an adaptive robust dispatch framework for integrated energy systems with variable hydrogen blending (0-20%) and tiered carbon trading. It integrates biomass co-firing, CCS, and P2G to close the carbon cycle. Simulation r…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#HydrogenDOI
A Four-Dimensional Governance Framework for Hydrogen Energy Policy: A Comparative Institutional Analysis of G20 Nations
Jun Wang, Baomin Wang
This study proposes a four-dimensional governance framework (policy objectives, policy intensity, policy tools, policy subjects) to assess national hydrogen policy frameworks. Using entropy-weighted TOPSIS, it compares G20 countries, findin…
🌍 Global📚 Peer-reviewed · JournalIEEE Open Journal of the Industrial Electronics Society2026#HydrogenDOI
A Survey of Control and Energy Management in Hydrogen Production Systems
S. Khodakaramzadeh, T. Faghihi, Q. Shafiee +2
This paper provides a comprehensive review of power electronics converter control and energy management for hydrogen production via water electrolysis. It systematically connects electrolyzer modeling, converter design, control architecture…
🌍 Global📚 Peer-reviewed · JournalHumanities and Social Sciences Communications2026#HydrogenDOI
From hydrocarbons to hydrogen: how GCC oil giants are reinventing energy leadership
A. Temimi, A. Eid, Kaouthar Souki +1
This paper analyzes how major GCC oil companies are reinventing their energy leadership by transitioning from hydrocarbons to hydrogen. It highlights large-scale investments in hydrogen technology and international partnerships, signaling a…
📚 Peer-reviewed · JournalAdvanced Energy and Sustainability Research2026#HydrogenDOI
Toward More Energy Efficient Renewable Hydrogen Production. Novel Hydrogen‐Generating Nickel Electrodes Whose Catalytic Surfaces Remain Bubble‐Free in Liquid Electrolyte
Atheer Al-Musawi, Kyuman Kim, Klaudia Wagner +3
This study demonstrates that coating Ni electrodes with patterned PTFE islands reduces overpotential for hydrogen production by 0.15-0.21 V, boosting hydrogen generation rate ~20-fold. The low surface energy of PTFE causes hydrogen bubbles …
📚 Peer-reviewed · JournalGreen Chemistry2026#HydrogenDOI
Hybrid Water Electrolysis toward Energy-Efficient Hydrogen Production Coupled with Value-Added Chemical Synthesis
Yilin Wu, Peng-an Chen
This paper proposes a hybrid water electrolysis approach that replaces the conventional oxygen evolution reaction (OER) with value-added chemical synthesis at the anode, aiming to improve energy efficiency and economic viability for renewab…
CN2026#Hydrogen
Reconfiguring flexibility in renewable power-to-ammonia systems using molten-salt thermal energy storage in the ammonia synthesis loop: A coordinated electro-hydrogen-thermal scheduling approach
Yiwei Qiu, Qingjie Sun, Yangjun Zeng +11
This study integrates molten-salt thermal energy storage (MS-TES) into the Haber-Bosch ammonia synthesis loop for renewable power-to-ammonia systems. It develops a coordinated electro-hydrogen-thermal scheduling framework that decouples hyd…
📚 Peer-reviewed · JournalIEEE Transactions on Sustainable Energy2026#HydrogenDOI
A Bilevel Collaborative Planning Framework for Hydrogen Infrastructure Expansion in Offshore and Seaport Energy Systems
Chengzhi Xie, P. Dehghanian, A. Estebsari +3
This paper proposes a bilevel collaborative planning model to resolve conflicts between offshore wind farm (OWF) owners and seaport power distribution network (PDN) operators in hydrogen infrastructure expansion. The OWF owner (leader) opti…
📚 Peer-reviewed · JournalIEEE Transactions on Sustainable Energy2026#HydrogenDOI
Temporally Coordinated Operation of Green Multi-Energy Airport Microgrids With Climatic Correlations and Flexible Loads via Decomposed Stochastic Programming
Zhongtian Li, Patrik Hilber, Zhengmao Li +2
This paper proposes a two-stage stochastic programming model for optimizing green multi-energy airport microgrids (MEAM) that integrate electricity, hydrogen, and thermal energy. It uses copula to capture climatic correlations and an adapte…
📚 Peer-reviewed · JournalAdvancement of science2026#HydrogenDOI
Physics‐Constrained Constitutive Learning of Rate‐Limiting Timescales for Efficient Hydrogen‐Based Direct Reduction for Green Steel Making
Anurag Bajpai, B. Ratzker, P. Cavaliere +1
This paper develops a framework to infer reaction and transport timescales from reduction trajectories for hydrogen-based direct reduction, showing that internal diffusion dominates at intermediate to high conversion. Temperature and hydrog…
SAE technical paper series2026#HydrogenDOI
Mathematical Modeling and Genetic Algorithm-Based Energy Management in Hydrogen PEM Fuel Cell Electric Vehicles
R. Mulik, Porpatham E, A. Senthilkumar
This paper develops a high-fidelity mathematical model of a hydrogen PEM fuel cell electric vehicle and implements a Genetic Algorithm-based Energy Management Strategy (EMS). The GA-EMS optimizes power split between fuel cell and battery, a…
📚 Peer-reviewed · JournalDiscover Sustainability2026#HydrogenDOI
Research on the optimization design method of solar-wind-hydrogen hybrid energy system based on NSGA-II and entropy-weight TOPSIS framework
Ying Wang, Xun Dong, Jian Wang
This paper proposes an optimization design method for a solar-wind-hydrogen hybrid energy system using NSGA-II and entropy-weight TOPSIS. The multi-objective approach balances cost, efficiency, and environmental impact, enabling effective s…
🇪🇺 Europe📚 Peer-reviewed · JournalProcesses2026#HydrogenDOI
Hydrogen Production from Agro-Industrial Residues of the Wine Industry: A Techno-Economic Analysis
Enrico Sola, Niccolò Fantasia, M. Puglia +4
This study simulates an integrated system converting viticulture residues (prunings and stalks) into hydrogen via pretreatment, gasification, and upgrading. Four supply scenarios show that combining both residues yields the highest hydrogen…
📚 Peer-reviewed · JournalBiomass Conversion and Biorefinery2026#HydrogenDOI
Hydrothermal liquefaction and gasification of industrial waste algae: experimental and AI-Assisted optimization for biofuel and hydrogen production
Deepankumar S, Senthil Kumar K L
This study explores hydrothermal liquefaction and gasification of industrial waste algae for biofuel and hydrogen production, using AI-assisted optimization to enhance process efficiency. Experimental data combined with machine learning mod…
CN📚 Peer-reviewed · JournalFrontiers in Energy Research2026#HydrogenDOI
Development of hydrogen energy and estimation of policy subsidy intensity: a benchmarking analysis based on wind and solar energy development
Haoshuai Jia, Hai Jiang, Wangyinhao Chen +2
This paper benchmarks China's wind and solar policy to estimate optimal subsidy intensity for hydrogen energy. It constructs a model showing an 18% learning rate achieves balance, and proposes policies including green hydrogen certification…
📚 Peer-reviewed · JournalFrontiers in Energy Research2026#HydrogenDOI
Bioelectrochemical hydrogen production from agro-industrial wastewater: key breakthroughs and challenges
Syrine Berhouma, Nesrine Saidi, Ghada Sellami +5
This review examines bioelectrochemical hydrogen production from agro-industrial wastewater using microbial electrolysis cells (MECs). It analyzes reactor components, microbial consortia, and wastewater composition, identifying challenges l…
CN📚 Peer-reviewed · JournalEnergy Informatics2026#HydrogenDOI
A day-ahead and intraday scheduling method for polysilicon industrial parks with wind power integration based on flexible hydrogen production coupling
Yulong Yang, Chunye Qu, Songnan Wang +2
This paper proposes a scheduling method for polysilicon industrial parks integrating wind power and flexible hydrogen production. It optimizes day-ahead and intraday operations to balance supply-demand fluctuations, enhancing renewable ener…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy, Sustainability and Society2026#HydrogenDOI
Social acceptance of a hydrogen-driven industrial transition in North Rhine-Westphalia, Germany
Laura Altstadt, Aileen Reichmann, Nora Weber +1
This study examines social acceptance of a hydrogen-driven industrial transition in North Rhine-Westphalia, Germany. It highlights the importance of community support for hydrogen deployment, providing insights for policy and business strat…
🇪🇺 Europe📚 Peer-reviewed · Journal"EСONOMY. FINANСES. MANAGEMENT: Topical issues of science and practical activity"2026#HydrogenDOI
FINANCIAL INSTRUMENTS FOR STIMULATING INVESTMENT IN GREEN HYDROGEN PRODUCTION PROJECTS: EU EXPERIENCE AND PERSPECTIVES FOR GEORGIA AND UKRAINE
K. Goletiani
This paper analyzes the evolution of EU financial instruments for green hydrogen, shifting from CAPEX subsidies to OPEX support via the European Hydrogen Bank's competitive auctions. It identifies barriers in Georgia and Ukraine, such as hi…
📚 Peer-reviewed · JournalResources2026#HydrogenDOI
On the Economics of Low-Carbon Hydrogen Production for Large-Scale Industrial Facilities in Southeast Asia
A. J. Purwanto, R. Rusli, Citra Endah Nur Setyawati +4
This study analyzes the economics of blue and green hydrogen for large industrial facilities in Southeast Asia, calculating levelized costs for four pathways: existing SMR plus remote CCS, adjacent solar PV with electrolysis, remote electro…