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🇨🇳 China2026#Energy Transition
Assessment of the Grid-Forming Capability of Converters Based on Port Characteristics: Grid-Forming Index and Its Dynamic Strength Contribution
Luo Liangxiao, Zhuang Kehao, Wang Kang, Chen Hangyu, Li Li, Huang Linbin, Xin Huanhai
As renewable energy and power electronics increase, grid voltage and frequency support weaken. This paper proposes a grid-forming index based on port characteristics to assess converter capability and quantify its contribution to dynamic st…
Peer-reviewed🇨🇳 ChinaJournalJournal of Material Cycles and Waste Management2026#Energy TransitionDOI
Integrated biorefinery pathways for agricultural waste valorization: a review of conversion technologies and life cycle assessment approaches
Yanjun Duan, Ali B.M. Ali, Anup Malik +5
This review integrates conversion technologies and life cycle assessment (LCA) approaches for agricultural waste valorization in biorefineries. It synthesizes technical and environmental aspects of producing biofuels and biochemicals, contr…
Peer-reviewed🌍 GlobalJournalCarbon Resources Conversion2026#Energy TransitionDOI
Data-driven framework for biochar engineering: Balancing heavy metal risk, carbon purity, and feedstock-pyrolysis trade-offs
Jie Zeng, Ojima Wada, Aairah Tanveer +6
Up-scaling biochar production requires balancing carbon stability against heavy metal enrichment. This study synthesizes a dataset from 167 publications (1119 samples) to establish data-driven boundaries for biochar design via slow pyrolysi…
Preprint2026#Energy TransitionDOI
Evaluating the case for bioenergy cropping: a mixed-methods study of AD maize and Miscanthus in Lincolnshire.
Toby Russon
This study evaluates the trade-offs between AD maize and miscanthus for bioenergy in Lincolnshire, UK. Miscanthus offers lower LCOE and carbon intensity, but farmers prioritize profitability, hindering adoption. The authors recommend integr…
Peer-reviewed🇺🇸 USAJournalAustralian Economic Review2026#Energy TransitionDOI
The Price of Power: Electricity Pricing for a Cleaner and More Equitable Energy Future
Meredith Fowlie
This paper examines the role of electricity pricing in the clean energy transition, drawing on evidence from US and European markets. It analyzes how current rate structures can hinder or help progress and highlights emerging reforms to ali…
Peer-reviewed🌍 GlobalJournalAmerican Journal of Science Engineering and Technology2026#Energy TransitionDOI
Economic Performance Analysis of Organic Rankine Cycle Retrofit for Carbon Neutral Shipping in the Gulf of Guinea
Victor Odokowo, Robert Poku, Oyinkepreye Lucky Bebeteidoh +1
This study evaluates the economic viability of retrofitting a marine diesel engine with an Organic Rankine Cycle (ORC) for a tanker in the Gulf of Guinea, integrating thermodynamics and economic indices. Results show ORC retrofit enhances o…
Peer-reviewed🌍 GlobalJournalSIBATIK JOURNAL Jurnal Ilmiah Bidang Sosial Ekonomi Budaya Teknologi dan Pendidikan2026#Energy TransitionDOI
GREEN TRANSITION, UNEQUAL BURDENS: GENDER INEQUALITY AND THE JUSTICE GAP IN ASEAN
Fidela Dzatadini Wahyudi, Si Yusuf Al Hafiz, Muhamad Irwan +1
This study empirically shows that renewable energy progress in ASEAN does not necessarily translate into environmental improvement or gender equality, using 2016-2023 data. Malaysia shows relatively aligned trajectories, while Cambodia, Ind…
🇺🇸 USAJournalMacquarie University2026#Energy TransitionDOI
Causal Analysis of Weather-Dependent Renewable Energy Penetration and Blackout Risk in the U.S. Electricity Market
Dinh Nghi Dung Le
This study uses U.S. state-level data (2001-2023) and causal machine learning (generalized random forest) to estimate the causal effect of weather-dependent renewable energy (WD-RES) penetration on blackout risk. It identifies heterogeneous…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
South Africa's 2030 Capacity Cliff: Institutional Frictions and the Velocity Mismatch in Accelerated Coal Phase-Out
Matshela Koko
This resource provides Python scripts generating Figures 3 and 4 for a paper on South Africa's coal phase-out (SSRN 5794522). Figure 3 presents a four-panel CII sensitivity analysis; Figure 4 places the transition in Vinichenko et al.'s his…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Universality and Predictability of Technology Diffusion
Wagenvoort B, Lafond F, Dyer J +1
Using a database of 120 mature technologies, this study shows that technology diffusion follows a universal S-curve shape and that a Bayesian Bertalanffy-Richards process provides accurate forecasts. Predictions for solar PV and wind sugges…
PreprintResearch Square2026#Energy TransitionDOI
Decarbonization Transformation Model of Multi-Energy Demand for Textile Manufacturing Processes
Sogut MZ, Kilikevičius A
This study optimizes multiple heat demands in a textile enterprise, showing that improving cogeneration efficiency by about 17% can reduce fossil fuel consumption by approximately 76%. A holistic thermal management model was developed to en…
Peer-reviewed🌍 GlobalJournalJ-STAGE#Energy TransitionDOI
Maersk Mc-Kinney Moller Center for Zero Carbon Shipping
(著者不明)
This paper introduces the activities of a research center dedicated to decarbonizing the shipping industry. It overviews initiatives contributing to sustainable shipping transition, including development and demonstration of zero-carbon fue…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#Energy TransitionDOI
Initiatives toward Building a Decarbonized and Regional Circular Sphere in Odawara City
小田原市における脱炭素・地域循環共生圏の構築に向けた取り組み
(著者不明)
This paper introduces Odawara City's efforts to build a decarbonized and regional circular sphere. It presents a local government-led model for promoting green transformation through renewable energy adoption and regional resource circulati…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#Energy TransitionDOI
Demonstration Test of Power Stabilization Methods to Support the Expansion of Renewable Energy Introduction
再生可能エネルギーの導入拡大を支える,電力安定化手法の実証試験
(著者不明)
This paper reports a demonstration test of power stabilization methods to support the expansion of renewable energy. While specific methods and results are unclear, it likely provides technical insights into grid stability, a key challenge …
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Energy TransitionDOI
Evaluation of Greenhouse Gas Emissions, Natural Resource Waste, and Economic Losses from Food Loss in Japan
わが国の食品ロス発生による温室効果ガス排出,天然資源の浪費および経済損失の評価
(著者不明)
This paper quantitatively evaluates greenhouse gas emissions, natural resource waste, and economic losses associated with food loss in Japan. It demonstrates that reducing food loss contributes to climate change mitigation and resource effi…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Energy TransitionDOI
Development of Synthetic Fuel Technologies toward a Carbon-Neutral Society
カーボンニュートラル社会実現に向けた合成燃料技術開発
(著者不明)
This paper focuses on the development of synthetic fuel technologies toward a carbon-neutral society. Synthetic fuels can leverage existing infrastructure and contribute to decarbonizing the transport sector. It likely discusses technical c…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
EMPIRICAL PAPER II THE REQUIREMENT–CAPACITY RACE IN NORTH AMERICAN ELECTRICITY
Rupture, Signal
This paper applies the SignalRupture structural grammar to electricity systems, analyzing the race between rising demand (especially from AI data centers) and supply capacity. Based on NERC forecasts, it projects over 224 GW of additional p…
PreprintZenodo2026#Energy TransitionDOI
AI for Energy Management System
Dr. V. SRIDEVI, STEPHY ANGELIN J, Dr. SANJAY L. KURKUTE +1
This book comprehensively explores AI applications for smart, efficient, and sustainable energy systems. It covers machine learning for demand forecasting, optimization, renewable integration, smart grids, IoT monitoring, predictive mainten…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
The Price of Acceptance: Multi-Objective Optimisation of Cost and Social Acceptance in Germany's Energy Transition - Data
Hanto, Jonathan, Diesing, Alena, Löffler, Konstantin
This dataset supports multi-objective optimization of cost and social acceptance in Germany's energy transition. It includes regional cost and public acceptance data for renewable energy deployment, useful for policy-making and regional pla…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
VESTA-CH - Very High Temperature Heat Aquifer Storage
Alcolea, Andrés, Meier, Peter
The VESTA-CH project addresses long-term performance degradation in high-temperature thermal energy storage (HTS) systems by investigating coupled thermo-hydro-chemical processes. It combines numerical modeling with experiments and field ob…