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-reviewedJournalRenewable Energies, Environment and Power Quality Journal2026#HydrogenDOI
Assessment of the Guaranteed Origin of Electricity Used for Green Hydrogen Production in an Integrated Energy System
P. Lezhniuk, M. Belik, O. Rubanenko +1
This paper proposes a mathematical model to quantitatively assess the share of renewable electricity used for hydrogen production in an integrated energy system. Using a matrix method to compute power flows, it identifies contributions from…
Peer-reviewedJournalEnergies and Quality Journal2026#HydrogenDOI
Laboratory experimental platform studying renewable energy integration using green hydrogen
A. Falces, P. Lara-Santillán, E. Zorzano-Alba +3
This paper presents an educational laboratory platform for renewable energy integration using green hydrogen, focusing on PEM fuel cell conversion. Designed for undergraduate electrical engineering students, it offers low-cost, safe, and sc…
Peer-reviewedJournalSustainable Energy & Fuels2026#HydrogenDOI
Dynamic Safety Risk Assessment of Green Hydrogen Production Under Renewable Energy Fluctuations: Methodological Evolution from Static Analysis to Real-time Prediction
Jian Liu, Jingyuan Zhang, Rui Feng +1
This systematic review of 149 papers examines dynamic safety risk assessment methods for green hydrogen production via water electrolysis under renewable energy fluctuations. It traces the methodological evolution from static analysis to re…
Peer-reviewedJournalECS Meeting Abstracts2026#HydrogenDOI
(
Invited
) Correlation of Proton Exchange Membrane Water Electrolyzer Degradation in Accelerated Stress Test and Real-World Inspired Dynamic Operation
Lei Cheng, Jonathan P. Braaten, Bjoern Marcel Stuehmeier +2
This paper establishes a correlation between accelerated stress tests (ASTs) and real-world dynamic operation for PEM electrolyzer MEA degradation using extensive electrochemical and physical characterization. By comparing degradation patte…
Peer-reviewedJournalECS Meeting Abstracts2026#HydrogenDOI
Performance Monitoring of Proton Exchange Membrane Water Electrolyzer by Transformers-Based Machine Learning Model
Bingqing Chen, I. Batalov, Qiu Chen +2
This paper proposes a machine learning framework using an encoder-decoder transformer to virtually characterize PEM electrolyzers during operation. The model reconstructs polarization curves from operational data, enabling real-time health …
Peer-reviewedJournalECS Meeting Abstracts2026#HydrogenDOI
Projecting the Reduction of the Levelized Cost of Green Hydrogen via Stack-Level & System-Level Innovation
Samuel W. Heath, Vinn Nguyen, Benjamin Zeng +2
This study presents a design framework for reducing the levelized cost of green hydrogen (LCOH) through stack and balance-of-plant (BoP) innovation. It analyzes two strategies—power reduction and capital cost reduction—and evaluates trade-o…
Peer-reviewedJournalEnergy Science & Engineering2026#HydrogenDOI
Decarbonizing India's Industrial Sector: Analysis of the Combined Impacts of the Perform, Achieve, Trade Scheme and the National Green Hydrogen Mission
M. R. L., Krishna Brinda Kanumilli
This study assesses the combined effects of India's PAT energy efficiency program and National Green Hydrogen Mission (NGHM) for industrial decarbonization. Results show green hydrogen provides 42% of cumulative abatement potential, while P…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#HydrogenDOI
Hydrogen Fuel Cell Electric Vehicles in Road Transport: Multi-Objective Optimization of Total Cost of Ownership and Well-to-Wheel Emissions
Eleni Himona, Andreas Poullikkas
This study develops a dynamic multi-objective optimization framework for hydrogen FCEVs vs. diesel, petrol, and battery EVs, assessing TCO and WTW emissions from 2026-2060. FCEVs face a high entry barrier in 2026 (TCO ~€275,000) but become …
Peer-reviewedJournalECS Meeting Abstracts2026#HydrogenDOI
Development and Evaluation of a PEM-Type Water Electrolysis Cell with a Hydrocarbon-Based Electrolyte Membrane Pemion
®
Takaya Ochiai, Atsushi Unemoto, Andrew Belletti +1
This study develops a PEM water electrolysis cell using the PFAS-free hydrocarbon membrane Pemion®, achieving a cell voltage of 1.72 V at 3.0 A/cm² and 80°C (86% efficiency), with only 1.5% degradation after 1500 hours of continuous operati…
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#HydrogenDOI
Low-carbon scheduling for integrated electricity-hydrogen-gas systems with coordinated line-pack and tank-truck effects
Yunpeng Jiang, Chenhui Lin, Guannan Wu +1
This paper proposes a low-carbon scheduling model for integrated electricity-hydrogen-gas systems, considering line-pack effects of natural gas pipelines and hydrogen tank-truck transport. The model enhances operational flexibility and redu…
Peer-reviewed🇪🇺 EuropeJournaliScience2026#HydrogenDOI
Exploring internal and external drivers of hydrogen deployment in the energy transition
Zhiyuan Xie, Ricardo Fernandes, Gorm Bruun Andresen
This paper extends the open-source PyPSA-Eur model with country-level carbon constraints to simulate European energy transition pathways from 2025 to 2050 under three carbon budgets. It finds that internal drivers (e.g., electrolyzer costs)…
Peer-reviewed🇪🇺 EuropeJournalEng—Advances in Engineering2026#HydrogenDOI
Hydrogen–Natural Gas Blends in Combined Heat and Power Systems: A Comprehensive Review of Energy Performance, Emission Characteristics, and Integration Challenges
Cătălina Dobre, Mihaela Constantin
This review consolidates studies on hydrogen-enriched natural gas (H2NG) in CHP systems, finding that 5-20% hydrogen improves efficiency and reduces CO2 but increases NOx. It examines mitigation strategies like lean-burn and hybrid renewabl…
🇪🇺 EuropeDatasetZenodo2026#HydrogenDOI
Trade‑based assessment of value‑chain vulnerability in green hydrogen production - Numerical results
Bianchi, Marco
This dataset provides numerical results from a study on value-chain vulnerability in green hydrogen production. It quantifies vulnerability indicators at three aggregation levels: product, stage, and system. The structured data enables deta…
PreprintZenodo2026#HydrogenDOI
An Explainable q-Rung Orthopair Fuzzy Entropy-COPRAS Framework for Green Hydrogen Site Selection under Uncertainty
Dr.Navneet Kumar Assistant Professor, P.G. Department of Mathematics, Purnea University Purnia
This paper proposes an explainable q-rung orthopair fuzzy Entropy-COPRAS framework for green hydrogen site selection under uncertainty. It integrates multiple criteria including renewable energy, water, grid, demand, land use, ecological ri…
Peer-reviewedJournalInternational Journal of Engineering Trends and Technology2026#HydrogenDOI
Review: Advances and Challenges in Materials for the Hydrogen Economy
Kazadi I.T.
This review summarizes recent advances and key challenges in materials development for the hydrogen economy, covering production, storage, and utilization. It highlights the role of materials innovation in enabling cost-effective and scalab…
Peer-reviewedConference2024 IEEE 34th Australasian Universities Power Engineering Conference Aupec 20242024#HydrogenDOI
Green and low-carbon hydrogen - the impact of classification rules and subsidies on asset sizing and energy sourcing for electrolytic hydrogen production.
Palmer O.
This paper analyzes how classification rules and subsidies for green and low-carbon hydrogen affect asset sizing and energy sourcing in electrolytic hydrogen production, highlighting the direct link between policy design and project economi…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2024#HydrogenDOI
Techno-economic-environmental assessment of green hydrogen production for selected countries in the Middle East
Gado M.G.
This study evaluates the techno-economic and environmental feasibility of green hydrogen production in several Middle Eastern countries. It analyzes production costs, energy requirements, and greenhouse gas emissions across different scenar…
Peer-reviewedJournalChemical Engineering and Technology2024#HydrogenDOI
Photoelectrochemical Technology for Solar Fuel: Green Hydrogen, Carbon Dioxide Capture, and Ammonia Production
Minggu L.J.
This paper presents photoelectrochemical technology for solar fuel production, focusing on green hydrogen generation, carbon dioxide capture, and ammonia synthesis. It explores the potential of using renewable energy for chemical production…
Peer-reviewedCNJournalEnergy Policy2026#HydrogenDOI
Policy portfolios shaping hydrogen production pathways and regional deployment in China
Zhu B.
This paper analyzes policy portfolios shaping hydrogen production pathways and regional deployment in China. It examines how different policies (incentives, regulations) influence the development of hydrogen supply chains, including green a…
Conference2026 International Power Electronics Conference (IPEC-Nagasaki 2026 - ECCE Asia)2026#HydrogenDOI
Highly Integrated DC-DC Converter Eliminating Output Current Ripple for Green Hydrogen Production
Daniel Baggen, Niklas Fritz, Tianlong B. Albert +1
This paper proposes a highly integrated DC-DC converter that eliminates output current ripple for green hydrogen production, aiming to improve efficiency and system reliability.