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-reviewed🇪🇺 EuropeJournalStudia Iuridica Lublinensia (Uniwersytet Marii Curie-Skłodowskiej w Lublinie)2026#Energy TransitionDOI
Profitability of Investment in Photovoltaic Panels with Energy Storage for Households: A Case Study
Katarzyna Łach, Anna Jasińska-Biliczak
This case study analyzes the profitability of a household PV-plus-storage investment in Poland using real consumption and generation data. The discounted payback period is about 7 years, NPV is positive (PLN 49,580), and IRR is 13%, indicat…
Peer-reviewed🇺🇸 USAJournalProceedings of the National Academy of Sciences2026#Energy TransitionDOI
The effectiveness of green place-based industrial policy: Evidence from the Inflation Reduction Act
Joep Keuzenkamp, Jacopo Mazza, Bob Rijkers +1
This study evaluates the impact of the Inflation Reduction Act's 'Energy Community' provisions on clean energy investment in fossil-fuel-dependent regions. Using spatially granular data, it finds substantial increases in local solar investm…
🇪🇺 EuropeJournal2026#Energy TransitionDOI
The Energy Vulnerability–Energy Community Nexus
Lorenzo De Vidovich
Renewable energy communities are seen as vehicles for a fair energy transition, yet their link to energy vulnerability is unclear. Drawing on European and Italian cases, this chapter analyzes barriers to vulnerable households' participation…
Preprint🇪🇺 Europe2026#Energy TransitionDOI
Assessing the climate mitigation potential of targeted SAF use in 2030 at Copenhagen Airport
Roland Eichinger, Katrin Dahlmann, Volker Grewe +8
This study evaluates how to maximize climate mitigation by allocating limited sustainable aviation fuel (SAF) to flights with the largest climate effect, focusing on Copenhagen Airport in 2030 under the ReFuelEU Aviation 6% SAF mandate. Usi…
Peer-reviewedJournalChemEngineering2026#Energy TransitionDOI
Advanced Sustainable Process Integration and Comprehensive Techno-Economic Evaluation of Polystyrene Waste Upcycling into Methanol as a Clean Alternative Fuel
Usama Ahmed
This study proposes an integrated process to convert polystyrene waste into methanol, contributing to circular carbon utilization and waste-to-fuel strategies. Two Aspen Plus simulations show that integrating gasification with steam methane…
Peer-reviewed🇪🇺 EuropeJournaldCOBISS.SI Digital Repository2026#Energy TransitionDOI
Decarbonising a transcontinental green shipping corridor under trade growth:[Elektronski vir] / a system dynamics analysis /
Marin. autoth(SI-MaCOB)305191779 Hero, Peter Vidmar, Patrick Vlačič +1
This study develops a System Dynamics framework to evaluate a transcontinental green shipping corridor connecting Shanghai, Jebel Ali, and Koper, integrating port operations, voyage emissions, alternative fuel production, bunkering infrastr…
Peer-reviewedCNJournalGlobal NEST Journal2026#Energy TransitionDOI
Scenario-Driven Carbon Peak Pathways for Transportation in Sichuan Province, China: An Integrated LMDI-STIRPAT Framework
(著者不明)
This study analyzes transportation carbon emissions in Sichuan Province, China, using LMDI decomposition and STIRPAT-based scenarios. Emissions grew from 12.47 Mt in 2005 to 24.02 Mt in 2020, with peak expected around 2035 under low-carbon …
Peer-reviewed🌍 GlobalJournalJournal of Law and Administration2026#Energy TransitionDOI
Back to Basics: Changes in the Energy Policies of American and European Oil and Gas Majors amid the Fourth Energy Transition
A. S. Rukavitsyn, D. A. Fomin, I. A. Fedotov
This paper analyzes strategic shifts among American and European oil and gas majors during the fourth energy transition. European firms (BP, Shell, TotalEnergies) diversified into renewables but failed to deliver expected results, pivoting …
Peer-reviewed🇺🇸 USAJournalACS Sustainable Resource Management2026#Energy TransitionDOI
Countertop Food Waste Dehydration Poses Climate Tradeoff between Transportation Savings and Electricity Use
Katherine K. Porterfield, Eric D. Roy
This LCA study evaluates electric countertop food dehydrators for pre-composting treatment, finding that dehydration reduces climate impact by 42-92% compared to landfilling, but the benefit depends on transport distance and grid carbon int…
Peer-reviewed🇪🇺 EuropeJournalEnergy2026#Energy TransitionDOI
Attitudes toward climate change to demand-driven energy mitigation: A machine-learning approach
Giacomo A. Campagnola, Bruno S. Sergi, Emiliano Sironi
This study applies machine learning to survey data from 23 European countries to examine the relationship between personal attitudes toward climate change and energy-saving behaviors. It finds that perceived personal responsibility for clim…
Peer-reviewed🇺🇸 USAJournalCultural Anthropology2026#Energy TransitionDOI
Solar Pioneers
Myles Lennon
This article argues that calendrical teleologies like '2050' do not motivate the everyday people leading the U.S. energy transition. Instead, the American pioneer myth, combined with contemporary entrepreneurialism, animates a market-based …
PreprintResearch Square2026#Energy TransitionDOI
Macroeconomic Determinants of Renewable Energy Consumption in Saudi Arabia: A Hybrid Econometric-Machine Learning Investigation
Omer S, Ghanim H, Ahmed I +3
This study analyzes determinants of renewable energy consumption in Saudi Arabia (1990-2025) using ARDL and Random Forest with SHAP. Results show strong path dependence and negative effect of trade openness, with improved model fit after Vi…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Renewable Energy Foreign Direct Investment and Global Power Sector Green Transition: Micro-Level Evidence for Sustainable Development
Lin G, Yu Y, Zhang Y +1
Using a novel firm-project-level dataset of renewable energy FDI across 185 countries (2003-2023), this study provides micro-econometric evidence that cross-border renewable investment significantly increases renewable electricity generatio…
PreprintResearch Square2026#Energy TransitionDOI
An Energy Management System for Microgrid Using Pelican Optimization Algorithm with Demand Side Management Based on Load Shifting
Jamal S, Pasupuleti J, Maghami MR +1
This study optimizes a microgrid energy management system (EMS) to reduce operating costs. Using the Pelican Optimization Algorithm (POA), it evaluates combinations of renewable sources, battery storage, and demand-side management (DSM) via…
Preprint🇪🇺 EuropeResearch Square2026#Energy TransitionDOI
Integrated Multi-Energy Microgrids for Port Decarbonization: A Techno-Economic Assessment of CHP-Based Cold Ironing Under Grid Constraints
Guelfi D, Pivatello A, Chiesa V
This study evaluates an integrated microgrid combining CHP, PV, battery storage, and heat recovery as an alternative to conventional shore power for cold ironing in grid-constrained ports. In a case study, the proposed configuration achieve…
PreprintSSRN#Energy Transition
Powering AI: How Do Data Centers Affect Renewable Energy ...
(著者不明)
This paper analyzes how the growing electricity demand from data centers, driven by AI, affects renewable energy adoption and operation. It examines the impact of data center siting and power procurement strategies on renewable markets and …
Preprint🇺🇸 USAarXiv2026#Energy Transition
A Control Co-Design Framework to Optimize Sustainability with Application to Microgrid-Driven Data Centers
Tania Rifat Jahan, Donald J. Docimo
This paper proposes a sustainability-centric control co-design (CCD) framework that simultaneously optimizes physical plant design and controller parameters for energy systems. It defines sustainability metrics across manufacturing, operati…
PreprintarXiv2026#Energy Transition
Hosting Capacity Assessment of Data Centers with Voltage Ride-Through Capability in Power Systems
Pengyu Ren, Wei Sun, Fei Teng
Large data centers are concentrated grid loads whose disconnection during voltage disturbances can threaten system stability. This paper proposes a co-planning framework coupling transmission fault simulation with an internal data center ri…
Peer-reviewed🇨🇳 ChinaJournalJOM2026#Energy TransitionDOI
Research on Aluminum Extraction via Mineral Phase Reconstruction by Calcification Roasting of Low-Aluminum Coal Fly Ash
Siyao Liu, Xuheng Liu, Fenglong Sun +2
This paper investigates aluminum extraction from low-aluminum coal fly ash via calcification roasting to reconstruct mineral phases. It contributes to resource recovery and waste reduction, supporting circular economy and resource efficienc…
Peer-reviewed🇨🇳 ChinaJournalProceedings Computer Science2026#Energy TransitionDOI
A CGE modeling framework with refined energy sector representation for energy strategy analysis in China
Binghao He, Qin Wang
This study develops a CGE model with detailed energy sector representation to analyze China's energy transition toward carbon peak and neutrality. Distinguishing fuel and material uses, it calibrates with a 2017 SAM and simulates to 2035, r…