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 · JournalSustainability2026#HydrogenDOI
Multi-Criteria Decision Analysis for Assessing Green Hydrogen Suitability in MENA FFED Countries
Abdelhafidh Benreguieg, L. Montuori, M. Alcázar-Ortega +1
This study assesses the suitability of MENA fossil-fuel exporting countries for large-scale green hydrogen and ammonia production using multi-criteria decision analysis. Eleven indicators covering supply, demand/logistics, and risk/regulati…
📚 Peer-reviewed · JournalJournal of Hunan University Natural Sciences2026#HydrogenDOI
Design and Simulation of a Green Hydrogen-Based Propulsion System for Colombian Navy Marine Vessels
Walter Naranjo-Lourido
This study develops and simulates a green hydrogen propulsion system for Colombian Navy vessels using PEM fuel cells and supercapacitors instead of batteries. Compared to gasoline, hydrogen reduces fuel mass by 57% and volume by 18%, though…
CN📚 Peer-reviewed · JournalThe Innovation Energy2026#HydrogenDOI
Technical trajectories and cost effectiveness of offshore wind driven green hydrogen production
Siyuan Liu, Xuantong Li, Mengyao Han +3
This report systematically analyzes technical pathways, resource potential, spatial distribution, and economic/environmental benefits of offshore wind-driven green hydrogen production. It reviews water electrolysis technologies (AWE, PEMWE,…
🇪🇺 Europe📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#HydrogenDOI
Green Hydrogen for Public Transportation: Insights From an ABM and From Palma de Mallorca Case Study
Roberta De Cristofaro, C. Ponsiglione, S. Primario
This paper proposes an agent-based model to capture the complexity of green hydrogen value chains and applies it to a case study in Palma de Mallorca. The model supports policymakers in evaluating investment scenarios under decarbonization …
📚 Peer-reviewed · JournalEnergy Exploration & Exploitation2026#HydrogenDOI
Comparative performance assessment of a solar thermal organic Rankine cycle-driven alkaline electrolyzer for green hydrogen production
Mohammad Alrbai, Hamzeh M. Duwairi, M. Hussein +2
This study compares the performance of a solar thermal ORC-driven alkaline electrolyzer for green hydrogen production. Dynamic simulation of eight configurations over one year identifies the optimal setup: parabolic trough collectors with R…
📚 Peer-reviewed · JournalHydrogen2026#HydrogenDOI
Agent-Based Modeling of Green Hydrogen Industry Scale-Up in Russia: Critical Thresholds, Phase Dynamics, and Investment Requirements
K. Gomonov, Svetlana V. Ratner, Arsen A. Petrosyan +1
This study uses agent-based modeling to simulate the scale-up of Russia's green hydrogen industry from 2024 to 2050. It identifies three phases and two critical thresholds, with the electrolyzer learning rate as the most influential paramet…
📚 Peer-reviewed · JournalHydrogen2026#HydrogenDOI
Where in the World Should We Produce Green Hydrogen? An Objective First-Pass Site Selection
Moe Thiri Zun, Benjamin Craig Mclellan
This study develops a decision support system (DSS) for objectively identifying optimal green hydrogen production sites using solar and wind resources. It integrates economic, environmental, technical, social, and risk factors via multi-cri…
📚 Peer-reviewed · JournalScientific Reports2026#HydrogenDOI
Modelling and metrics for optimal sizing of renewable power plants supplying green hydrogen generation systems
Mobin Naderi, David A. Stone, E. E. Ballantyne
This paper presents a modular modelling approach for long-term analysis and design of renewable-powered hydrogen generation and storage facilities, integrating solar, wind, battery, backup power, and hydrogen system modules. It proposes a c…
📚 Peer-reviewed · JournalEuropean Journal of Research in Applied Sciences2026#HydrogenDOI
Green Hydrogen: A Fuel of the Future, a Demand of the Present: A Policy Analysis of the Role of Green Hydrogen in India’s Pursuit of Energy Independence by 2047
S. Pandey
This paper provides a policy and techno-economic analysis of India's National Green Hydrogen Mission (2023). It highlights high production costs (3.9–12.8 USD/kg H2) compared to fossil-fuel-based hydrogen, water scarcity issues (~9 liters o…
📚 Peer-reviewed · JournalHydrogen2026#HydrogenDOI
Hydrogen Production Using MOF-Enhanced Electrolyzers Powered by Renewable Energy: Techno-Economic and Environmental Assessment Pathways for Uzbekistan
W. Ajeeb
This study conducts a techno-economic analysis and life-cycle assessment of green hydrogen production using renewable-powered MOF-enhanced alkaline water electrolyzers, with Uzbekistan as a case. The MOF-enhanced system achieves lower level…
Conference2026 8th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE)2026#HydrogenDOI
A PyPSA-Based Assessment of Green Hydrogen Storage for Renewable Curtailment Reduction in Egypt
Souzan G. Abdelhamid, Ayatte Ibrahim Atteya, Rania A. Ibrahim
This study uses PyPSA to model the integration of green hydrogen storage in Egypt's power system, assessing its effectiveness in reducing renewable energy curtailment. Findings likely show significant reduction potential and economic viabil…
🌍 Global📚 Peer-reviewed · JournalScientific Reports2026#HydrogenDOI
Toward sustainable energy production: a comparative machine learning framework for predicting green hydrogen cost across the african continent
A. M. Elewa, Moustafa Gamal Snousy, A. M. Saqr +4
This study develops a machine learning framework to predict green hydrogen Levelized Cost of Hydrogen (LCOH) across 54 African scenarios. The best model (XGBoost with Bayesian tuning) achieves R²=0.971, identifying renewable capacity and en…
ConferenceOffshore Technology Conference2026#HydrogenDOI
A Comprehensive Economic Evaluation and Risk Management of a Green Hydrogen Production System Using Offshore Wind Energy
V. N. Lê, K. Shukla
This paper provides a comprehensive evaluation of a green hydrogen production system powered by offshore wind, using a bridge-linked platform connecting an offshore substation to a hydrogen hub with PEM electrolyzers. It analyzes costs unde…
🌍 Global📚 Peer-reviewed · JournalJournal of Renewable and Sustainable Energy2026#HydrogenDOI
Data–model hybrid hierarchical scheduling for grid-connected PEM green hydrogen production in multi-energy systems with LLM-aided coordination
Houqi Chen, Mengyi Xu, Chen Shi +2
This paper proposes a hierarchical data-model hybrid scheduling framework for grid-connected PEM green hydrogen production, integrating physics-based safety constraints and LLM-aided adaptive optimization. Using European data, it achieves 4…
📚 Peer-reviewed · JournalACS Omega2026#HydrogenDOI
Green-Hydrogen Energy Share: An Intuitive Metric to Compare Energy Density and H2 Efficiency in Biofuels and E‑Fuels
Ada Robinson Medici, A. Giuliano, N. Pierro +2
This paper proposes two indices, HES and HES%, to quantify hydrogen utilization efficiency in liquid biofuels and e-fuels. Based on energy balances, they are applied to 11 pathways, making explicit the trade-off between electrolytic hydroge…
📚 Peer-reviewed · JournalThe Scientist2026#HydrogenDOI
MODERHydrogen-H2: A GIS-Based Framework for Integrating Green Hydrogen into Colombia’s Energy Transition
Javier Domínguez, Ricardo Quijano, Juan Quijano-Baron
This study introduces MODERHydrogen-H2, a GIS-based framework for assessing green hydrogen production from solar and wind. Applied to sites in Colombia, it estimates annual production of 211,074 tons of hydrogen by 2030, displacing 37,221 T…
📚 Peer-reviewed · JournalElectrical Engineering2026#HydrogenDOI
Two stage robust optimization of integrated energy system considering hydrogen ammonia utilization and green hydrogen certification
D. Lyu, Chen Jie, B. Ma
This study proposes a two-stage robust optimization framework for integrated energy systems that incorporate hydrogen-ammonia utilization and green hydrogen certification. It addresses uncertainties in renewable supply and demand while opti…
📚 Peer-reviewed · JournalElectronics2026#HydrogenDOI
Unit Sizing and Feasibility Analysis of Green Hydrogen Storage Utilizing Excess Energy for Energy Islands
Kemal Koca, Erkan Dursun, E. Bekçi +7
This study examines a hybrid wind-solar-hydrogen system on Marmara Island. Using HOMER-Pro, it models a 10 MW wind farm, 3 MW solar PV, and PEM electrolyzer, achieving 62.6 GWh/year electricity, 82.8% renewable share, and 729 tons of green …
Materials Research Proceedings2026#HydrogenDOI
AI-Driven Stability Prediction of Renewable Electrical Networks with Green Hydrogen Integration
Safaa Essaid
This paper proposes a data-driven framework to assess voltage stability in renewable grids with green hydrogen integration. Using Moroccan transmission network data, it models hydrogen as long-duration storage and applies machine learning (…
🌍 Global📚 Peer-reviewed · JournalEngineering Innovations2026#HydrogenDOI
An Overview on Green Hydrogen Production from Renewable Energies and Perspectives for Morocco
Yassine Kamel, Rajâa Nechad, Abdelatif El Marjani
This paper provides an overview of green hydrogen production methods using renewable energies, with a focus on Morocco's potential. It discusses key challenges such as water scarcity, storage, and transportation, offering a comprehensive as…