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.
🌍 Global📚 Peer-reviewed · JournalEnergy Sustainable Development/Energy for sustainable development2026#Energy TransitionDOI
System dynamics model for sustainable energy transition in the Republic of Benin
Maris Esdras Tokpassi, Abdellah Benyoucef, Babajide Epe Shari +4
This paper proposes a system dynamics model to simulate sustainable energy transition in Benin, integrating renewable energy deployment, policy interventions, and economic impacts. It provides long-term pathways and insights for policymaker…
🌍 Global📚 Peer-reviewed · JournalRecent Advances in Electrical & Electronic Engineering (Formerly Recent Patents on Electrical & Electronic Engineering)2026#Energy TransitionDOI
Deep Reinforcement Learning-Based Multi-Objective Coupling Optimization of Economy, Low-Carbon and Energy Efficiency for Integrated
Energy Systems
Hongyin Chen, Songcen Wang, Xiaoqiang Jia +5
This paper proposes a multi-objective coupling optimization strategy for integrated energy systems (IES) targeting economy, low-carbon, and exergy efficiency using deep reinforcement learning. It incorporates demand response models for elec…
📚 Peer-reviewed · JournalIET Smart Grid2026#Energy TransitionDOI
Meteorology‐Informed Coordinated Operation of Low‐Carbon Park Energy System Considering Electric Vehicle Clusters and Energy Storage
Honghui Zhang, Dejie Zhao, Limin Jia
This paper proposes a meteorology-informed bilevel optimization framework for coordinated low-carbon operation of park energy systems with EV clusters and energy storage. The upper level minimizes cost and carbon emissions with endogenous p…
🌍 Global📚 Peer-reviewed · JournalEnergies2026#Energy TransitionDOI
Climate Policy Uncertainty and Its Effects on Investments in Renewable Energy Transition: A Systematic Literature Review and Meta-Analysis
Marcos de Castro Matias, Benjamin Miranda Tabak
This meta-analysis of 17 studies on Climate Policy Uncertainty (CPU) and renewable energy transition investments finds a small, insignificant average effect with high heterogeneity. A four-channel transmission framework explains 50.4% of va…
🌍 Global📚 Peer-reviewed · JournalEnergy Ecology and Environment2026#Energy TransitionDOI
Farmers’ adoption of waste-to-energy valorisation as a circular economy pathway for sustainability transitions in Nigeria
Sylvia Ukamaka Echefu, Musa Bappah, Tatiana Ivanova +4
This study examines Nigerian rice farmers' awareness and willingness to adopt waste-to-energy valorisation of rice by-products as a circular economy strategy. Using a bivariate probit model on survey data from 150 farmers, it finds that edu…
🇨🇳 China📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
Building a net-zero power system under future climate conditions with data-driven forecasting and adequacy assessment
Jinning Lyu, Jinhui Ren, Shu Zhang +1
This study proposes a methodology for building a net-zero power system that accounts for future climate conditions. It combines data-driven forecasting with system adequacy assessment to analyze the impacts of climate change on power supply…
🇨🇳 China📚 Peer-reviewed · JournalEngineering Applications of Artificial Intelligence2026#Energy TransitionDOI
Damping-accumulating discrete grey power model and its application in collaborative prediction of energy transition
Xinqing Qiao, Wenping Wang
This paper proposes a damping-accumulating discrete grey power model for collaborative prediction of energy transition. It demonstrates the model's effectiveness and contributes to improving prediction accuracy.
📚 Peer-reviewed · JournalJournal of Creative Power and Ambition2026#Energy TransitionDOI
Public Investment in Renewable Energy R&D under Geopolitical Risks and Economic Uncertainty: A Systematic Review in the Transportation Subsector
N Heriyah, Putri.Alya, Mesa.Neng
This systematic review examines how public investment in renewable energy R&D interacts with geopolitical risks and economic uncertainty in the transportation subsector. Following PRISMA guidelines, 25 peer-reviewed studies (2010–2025) were…
📚 Peer-reviewed · JournalINTERNATIONAL JOURNAL OF SOCIAL SCIENCE AND EDUCATION RESEARCH STUDIES2026#Energy TransitionDOI
Determinants of Policy Effectiveness in Attracting Investment for the Energy Transition in Vietnam
Hà Kiều Oanh
This study examines determinants of policy effectiveness in attracting investment for energy transition projects in Vietnam. Using survey data from 296 stakeholders, it finds that infrastructure and administrative/governance capacity have s…
📚 Peer-reviewed · JournalCureus Journal of Engineering.2026#Energy TransitionDOI
<p>A Critical Review and Proposed Technical Framework for Smart Switching Mechanisms in Renewable Energy Management</p>
Samuel Emediong Akpan, Aniekan Offiong, Simeon Ozuomba +1
This paper critically reviews smart switching mechanisms for solar energy management, proposing a three-layered framework of Control Logic, Communication Architecture, and Optimization Targets. It identifies gaps between AI simulations and …
📚 Peer-reviewed · JournalFrontiers in Energy Research2026#Energy TransitionDOI
Energy storage cost analysis and its impact on the electricity market under electricity - carbon market coupling
Yidi Wu, Wei Wang, Ping Chen +6
This study develops a bi-level simulation model to analyze the profitability of energy storage participating in electricity and carbon markets, and its contribution to cost reduction and emission reduction. The upper level optimizes pricing…
🌍 GlobalJournalUnited Nations eBooks2026#Energy TransitionDOI
The Implications of Critical Energy Transition Minerals for Women’s Participation in the Mining Sector
United Nations Conference on Trade and Development
This study compares women's participation in the cobalt value chain in the Democratic Republic of the Congo and the nickel value chain in Indonesia. It finds that different stages of development and policy choices lead to different outcomes…
🇺🇸 USA📚 Peer-reviewed · JournalOpen Access Government2026#Energy TransitionDOI
The CO2 redox flow battery: Bridging energy resilience, decarbonization, and sustainability
Christina C. Gyenge
This paper introduces a novel CO2-based redox flow battery (CRB) technology that addresses the intermittency of renewables, supporting energy transition and industrial decarbonization. It emphasizes a systemic design approach for large-scal…
📚 Peer-reviewed · JournalIEEE transactions on industry applications2026#Energy TransitionDOI
Low-Carbon Economic Dispatch of Multi-Park-Level Integrated Energy Systems Considering Thermal Network Demand Response and Improved Shapley Value Method
Xianwen Lu, Chengfu Wang, Hua Sun +5
This paper proposes an improved Shapley value method for economic dispatch of multi-park integrated energy systems (PIES), considering carbon emissions, thermal network demand response, and benefit sharing. It uses GANs for scenario generat…
🌍 GlobalJournalUnited Nations eBooks2026#Energy TransitionDOI
Global demand for Critical Energy Transition Minerals (CETM): Opportunities and challenges for developing countries
United Nations Conference on Trade and Development
This paper analyzes the growing global demand for critical energy transition minerals (CETM) such as lithium, cobalt, and rare earths, exploring the opportunities and challenges for developing countries in mining, processing, and trade. It …
🌍 Global📚 Peer-reviewed · JournalFrontiers in Sustainable Energy Policy2026#Energy TransitionDOI
Measurable impacts of South Africa's just energy transition partnership on poverty reduction and economic opportunities in marginalized communities
Takudzwa Musekiwa, Noëleen Murray
This systematic review examines South Africa's energy transition's impact on poverty and employment. It finds that while new jobs are created, they are often short-term, low-quality, or geographically mismatched with coal-dependent regions.…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Horticulture2026#Energy TransitionDOI
Vertical farming - energy market integration: opportunities and challenges
Akhil S Anand, Hannes Pravida, Fredrik Fossan-Waage +8
Vertical farming faces high energy costs, but could reduce them by participating in energy markets. This paper explores opportunities for vertical farms to provide flexibility services (day-ahead, balancing, flexibility markets) by adjustin…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Operational Decarbonization Strategies for Maritime Vessels: Power Limitation Technologies and Alternative Fuels
Olga Petrychenko, Tymur Stoliaryk, Sergey Goolak +4
This paper systematically presents staged recommendations for integrating power limitation systems (EPL and SHaPoLi) with alternative fuels to decarbonize maritime vessels. It finds that power limitation via controllable pitch propellers wi…
🇺🇸 USA📚 Peer-reviewed · JournalReview of Radical Political Economics2026#Energy TransitionDOI
Energy Transitions and Power Struggles
Sachin Peddada
This paper examines the global clean energy transition through world systems theory and historical materialism, contrasting US market-led shale extraction with China's state-coordinated renewable dominance. It argues that the renewable tran…
🌍 Global📚 Peer-reviewed · JournalNature Chemical Engineering2026#Energy TransitionDOI
Plant-level decarbonization pathways and mitigation costs of global oil refineries
Shijun Ma, Jing Meng, Tianyang Lei +7
This paper develops a plant-level decarbonization pathway model for global oil refineries, coupling refinery-specific characteristics with low-carbon technology costs. It finds that carbon capture and storage and clean hydrogen can substant…