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.
DatasetZenodo2026#Renewable EnergyDOI
O'ZBEKISTON SHAROITIDA QUYOSH VA SHAMOL ELEKTR STANSIYALARI LOYIHALARIDA EKOLOGIK RISK INDIKATORLARINI BAHOLASH
Nurmamatov Shohimardon Abdisalim o'g'li
This article examines the assessment of environmental risk indicators in solar and wind power plant projects in Uzbekistan. Although renewable energy projects are environmentally preferable, they may pose risks related to land use, biodiver…
PreprintZenodo2026#Renewable EnergyDOI
THE NEXUS BETWEEN RENEWABLE ENERGY INVESTMENTS AND GDP GROWTH IN UZBEKISTAN: EMPIRICAL EVIDENCE FROM AN ARDL BOUNDS TESTING APPROACH (2005–2025)
Almuratova, Nurlio'lmasoy Naym kizi
This study uses ARDL bounds testing on Uzbek annual data (2005-2025) to find a long-run cointegrated relationship: a 1% increase in renewable energy investments raises GDP by 0.284%. A structural break in 2018 is attributed to market libera…
🌍 GlobalDatasetZenodo2026#Renewable EnergyDOI
OPTIMIZATION OF RENEWABLE ENERGY SYSTEMS USING MACHINE LEARNING ALGORITHMS
Wilson, R. T.
This review evaluates machine learning optimization of renewable energy systems, focusing on solar/wind forecasting, storage optimization, and grid integration. It highlights improved efficiency, reliability, and sustainability, serving as …
🇪🇺 EuropeDatasetFigshare2026#Renewable EnergyDOI
Determinants of the success of PV micro-installations in Poland – economic and technical aspects
Maciej Dzikuć, Sebastian Kołodziejczak, Adam Król +1
This paper analyzes the economic and technical determinants of successful PV micro-installations in Poland's energy transition from coal. It proposes optimizing panel orientation to mitigate generation peaks that destabilize transmission ne…
PreprintZenodo2026#Renewable EnergyDOI
POST-COAL MINING VOIDS: ENVIRONMENTAL RISKS, UTILIZATION POTENTIAL, AND SUSTAINABILITY CHALLENGES: A REVIEW
Sahlur Hamzah M., Sri Widodo, Ikhlas Kitta, Eymal Bahsar Demmallino
This review critically assesses the environmental risks and sustainable utilization potential of post-coal mining voids. Unmanaged voids cause acid mine drainage and landscape instability, but integrated approaches like floating photovoltai…
PreprintCNZenodo2026#Renewable EnergyDOI
Wavelet-TimesNet: Improving Long-Term Solar Power Forecasting via Adaptive Wavelet Transform and Multi-Scale Residual Networks
Liu, Guohui, Zhang, Huan, Li, Jianghong +2
This paper proposes Wavelet-TimesNet, integrating adaptive wavelet transform and multi-scale residual networks for long-term solar power forecasting. Experiments on datasets from two Chinese climate regions show MAE reduction of up to 4.97%…
PreprintZenodo2026#Renewable EnergyDOI
Impact of Grid-Connected Photovoltaic Distributed Generation on a 66 kV Sub-Transmission Network in Southern Libya: A Case Study
Alaromi, Walid, Ihbal, Abdelbaset
This case study examines integrating a 5 MW PV system into a weak 66 kV grid in southern Libya. Real power losses drop by 30.6%, voltage violations are eliminated, and a battery is recommended for evening peaks. Payback is 6.5 years with an…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Developing Future Workforce for Ocean Renewable Energy Technologies and Blue Economy: Insights from an NSF Workshop
Mi, Jia, Zuo, Lei
This paper reports findings from an NSF workshop on workforce development for ocean renewable energy and the blue economy. It identifies critical skill gaps and recommends curriculum innovations, experiential learning, and cross-sector part…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Exploring Co-Location Opportunities of OTEC and Offshore Fish Farms to Support the Blue Economy in the Southeast U.S.
Sadoughipour, Mahsan, Dasilva, Marina, VanZwieten, James +1
This study evaluates co-location opportunities for Ocean Thermal Energy Conversion (OTEC) and offshore Kanpachi fish farms in the Southeast U.S., Puerto Rico, and U.S. Virgin Islands. Using QGIS spatial analysis, it identifies areas meeting…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Assessing Power Generation Potential of Mid-Scale OTEC System in the Southeastern United States
Sadoughipour, Mahsan, Fung, Sasha, Tang, Yufei +1
This study develops a numerical model of a mid-scale (10-20 MW) floating closed-cycle OTEC plant and assesses its power generation potential across the Southeastern US and the Caribbean. Using two years of HYCOM thermal data, it evaluates t…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Techno-economic Analysis of Axial Flow Current Turbines Applied to the US Virgin Islands
Aubain, Jonisha, Baker, Erin, Sharman, Krish
This study analyzes Levelized Cost of Energy (LCOE) for marine current turbines in the Caribbean, adapting NREL's RM4 model to local technical and social requirements. A sensitivity analysis examines how LCOE varies with deployment scale an…
Preprint🌍 GlobalZenodo2026#Renewable EnergyDOI
Exploring techno-economically viable markets for wave energy harnessing in arid coastal regions of Latin America
Gorr Pozzi, Emiliano, Corrales-Gonzalez, Manuel, Olmedo-González, Jorge +2
This study evaluates the techno-economic feasibility of hybrid wave-wind energy systems in arid coastal regions of Latin America, specifically La Serena (Chile) and Ensenada (Mexico). High-resolution hindcasts were used to estimate energy p…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
The Current State of International Standards and Conformity Assessment for Marine Energy
D'Souza, Winston, Williams, Rick, Colby, Jonathan
This paper reports the current state of international standards and conformity assessment (certification) for marine energy technologies (wave, tidal, ocean current, river current, OTEC). IEC TC 114, established in 2007, has published over …
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
A systematic approach to developing real-time hybrid simulation capability for tank testing
McConnell, Abilyn, Robertson, Bryson
This paper proposes a real-time hybrid simulation (RTHS) strategy to address scaling challenges in mooring line testing for wave energy converters (WECs). A virtual RTHS system is developed using WEC-Sim and MoorDyn, comparing a fully simul…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Optimal Sizing of Marine Energy Microgrids under Resource Uncertainties
Iwakin, Oluwabunmi, Villacres, Daniela, Gilan Nejad, Mehregan +3
This paper proposes a stochastic optimization framework for optimal sizing of hybrid solar-wind-wave coastal microgrids, accounting for resource intermittency. It minimizes levelized cost of energy while ensuring reliability and environment…
Preprint🌍 GlobalResearch Square2026#Renewable EnergyDOI
Driving Employment through Renewable Energy in Developing Economies: Insights from Panel Data
KOUADIO M
Using panel data from 85 developing countries (2000-2022), this study finds that renewable energy consumption consistently boosts employment. Robust econometric methods (fixed-effects, GLS, IV) show positive effects from economic growth and…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Linkages between environmental, social, and economic effects of marine renewable energy
McGrath, Jacob, Freeman, Mikaela, Rose, Deborah
This poster reviews the linkages between environmental, social, and economic effects of marine renewable energy (MRE). It identifies how environmental changes (e.g., habitat alteration, species displacement) affect fisheries, tourism, coast…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Numerical Simulation-Based Performance and Loading Assessment of a Dual-Rotor Ocean Current Turbine Operating in the Florida Straits
Mokari, Hassan, VanZwieten, James, Tang, Yufei +1
This paper presents a numerical simulation-based performance assessment of a dual-rotor ocean current turbine in the Florida Straits. It models depth control using variable buoyancy and lifting surfaces, analyzing dynamic response and power…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
A virtual real-time hybrid simulation framework to study mooring dynamics of deep-water wave energy converters (WECs)
Liu, Elaine, McConnell, Abilyn, Seki, Akiri +5
This paper proposes a virtual real-time hybrid simulation (RTHS) framework to study mooring dynamics of deep-water wave energy converters (WECs). It couples numerical models with physical experiments to emulate deep-sea conditions. The virt…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Comprehensive Verification and Validation of OpenFAST for Horizontal Axis Marine Hydrokinetic Turbine Modeling
Kim, Dongyoung, Neary, Vincent
This study presents preliminary V&V results for OpenFAST, a widely used tool for marine hydrokinetic turbine modeling. It assesses numerical sensitivity, code-to-code comparisons, and validation against experimental data for loads, power pe…