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.
📚 Peer-reviewed · JournalInternational Journal of Engineering Research in Africa2026#HydrogenDOI
Feasibility Study on Hydrogen Production Goals in Nigeria’s Energy Transition Plan
Omata David Omakoji, Gil Christ Zinsou, Afefa Mireille Akoumany
This study assesses the feasibility of hydrogen production targets in Nigeria's Energy Transition Plan. While the country has abundant solar, wind, and natural gas resources for green and blue hydrogen, the lack of a detailed hydrogen polic…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Science & Engineering2026#HydrogenDOI
Hydrogen Energy Research in Italy in the Bioeconomy Era
Mario Pagliaro
This study investigates hydrogen energy research in Italy in the bioeconomy era, highlighting upcoming projects such as the world's first H2-powered ship, a green H2 pipeline for buses, green ammonia production in Saudi Arabia using Italian…
📚 Peer-reviewed · JournalAIChE Journal2026#HydrogenDOI
A novel energy integration process for offshore modular green ammonia production systems
Xin Zhou, Yaning Wang, Dongrui Zhang +10
This study proposes a novel Heat Recovery Multi-Stage Seawater Vacuum Distillation for Electrolytic Water and Ammonia Generation Process (HR-SDEA) that integrates waste heat recovery, multi-stage desalination, and ammonia synthesis for modu…
🌍 Global📚 Peer-reviewed · JournalEnergies2026#HydrogenDOI
A Green Energy Closed-Loop System Based on Aluminum
Hong-Wen Wang, Liang-Ying Huang
This paper reviews a closed-loop system for sustainable hydrogen production via aluminum-water reaction, coupled with renewable energy-driven recycling of byproducts. It offers high energy density (29.7 kJ/g), ambient operation, and zero di…
📚 Peer-reviewed · JournalIEEE Transactions on Sustainable Energy2026#HydrogenDOI
A Hybrid Time Scale Production Simulation Method for Electricity-Hydrogen Integrated Energy Systems
Youxin Chen, Kuan Zhang, Nian Liu
This paper proposes a hybrid time-scale production simulation method for electricity-hydrogen integrated systems. It models green hydrogen production efficiency-power-time characteristics and electrolyzer lifespan degradation. A state-space…
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 · 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…