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.
🇨🇳 China📚 Peer-reviewed · JournalEnergies2026#EV & TransportDOI
Operation Optimization of Electric Vehicle Battery Swapping Stations via Virtual Power Plant and Carbon Trading
Xieyu Hu, Y Huang, Yilin Huang +3
This study proposes a collaborative optimization method integrating virtual power plants (VPPs) and carbon trading for electric vehicle battery swapping stations (BSSs). By dynamically adjusting charging and discharging schedules, the appro…
🌍 Global📚 Peer-reviewed · JournalWorld Electric Vehicle Journal2026#EV & TransportDOI
A Data-Driven Framework for Electric Vehicle Charging Infrastructure Planning: Demand Estimation, Economic Feasibility, and Spatial Equity
Mahmoud Shaat, Farhad Oroumchian, Zina Abohaia +1
This study develops a scenario-based framework to estimate EV charging infrastructure needs in Abu Dhabi through 2050, comparing two adoption pathways. The Thriving scenario, despite higher capital investment, yields better utilization, spa…
📚 Peer-reviewed · JournalInternational Journal of Green Energy2026#EV & TransportDOI
Life cycle sustainability of smart EV charging in solar-integrated net zero energy buildings: A parametric analysis
S. Walgama, Kasun Hewage, E. Bakhtavar +2
This study evaluates the environmental, economic, and social performance of EV charging strategies in solar-integrated net-zero energy buildings using a life cycle sustainability assessment framework. Analyzing a Canadian case, it finds tha…
CN📚 Peer-reviewed · JournalWorld Electric Vehicle Journal2026#EV & TransportDOI
Research on Dynamic Electricity Price Game Modeling and Digital Control Mechanism for Photovoltaic-Electric Vehicle Collaborative System
Zixiu Qin, Hai Wei, Xiaoning Deng +2
This paper proposes a dynamic pricing optimization model for PV-EV charging stations using Stackelberg game theory, incorporating user psychology and response deviations. Simulation results show PV self-consumption reaches 90.5%, load shift…
📚 Peer-reviewed · JournalJournal of economics and trade2026#EV & TransportDOI
Driving India’s Green Future: Challenges in Electric Vehicle Adoption
Sirigiri Lasya, Seelam Sreekanth, Karnamkota Siva +1
This paper analyzes the current status and challenges of electric vehicle (EV) adoption in India. It finds that the FAME II scheme significantly boosted EV uptake, especially in two- and three-wheelers, but high costs and infrastructure gap…
📚 Peer-reviewed · JournalEuropean journal of applied sciences2026#EV & TransportDOI
Design and Policy Framework for Climate-Optimized Electric Vehicle Battery Systems in Bangladesh: Engineering Solutions for Sustainable Mobility and Global Integration
Afroza Akhter
This thesis proposes a design and policy framework for climate-optimized EV battery systems in Bangladesh, addressing thermal stress from tropical climate. It compares battery thermal management systems (air cooling, liquid cooling, phase-c…
🌍 Global📚 Peer-reviewed · JournalEnergies2026#EV & TransportDOI
Dynamic Carbon-Aware Scheduling for Electric Vehicle Fleets Using VMD-BSLO-CTL Forecasting and Multi-Objective MPC
Hongyu Wang, Zhiyu Zhao, Kai Cui +4
This paper proposes a 'Prediction-Optimization' closed-loop framework for low-carbon EV fleet charging. A hybrid forecasting model (VMD-BSLO-CTL) integrating VMD and CNN-Transformer-LSTM is built and validated on UK National Grid data. A mu…
🌍 Global📚 Peer-reviewed · JournalAfrican Transport Studies2026#EV & TransportDOI
A multi-modal assessment of electric mobility for sustainable intercity transport in emerging economies: A case of Ghana
God’sable Sitsofe Koku Aidam, Richard Opoku, Francis Davis +5
This paper presents a multi-modal assessment of electric mobility for sustainable intercity transport in Ghana, an emerging economy. It evaluates technical, economic, and environmental aspects, identifying key factors for successful EV adop…
🇨🇳 China📚 Peer-reviewed · JournalSustainable Energy Research2026#EV & TransportDOI
Synergistic decarbonization: the role of grid cleanliness and new energy vehicles adoption in China’s transport-energy transition
Weifeng Lu, Shuo Liang, Xiaolong Wang
This study evaluates the carbon reduction mechanisms of new energy vehicles (NEVs) in China using LCA and panel econometric models. A 1% increase in NEV market share reduces annual carbon emissions by 0.358%. Long-term effectiveness depends…
JournalEUR Research Repository (Erasmus University Rotterdam)2026#EV & Transport
Flexibility and uncertainty in power systems:Insights from Electric Vehicle Charging
Linda; id_orcid 0000-0002-1106-0768 Punt
This dissertation models demand-side flexibility from EV smart charging through inventory management, balancing realism and tractability to understand how flexibility operates under uncertainty. It examines conditions for operationalizing f…
🌍 Global📚 Peer-reviewed · JournalEnergy Conversion and Management: X2026#EV & TransportDOI
Duty cycles of diesel and electric narrow tractors in viticulture: Battery sizing, energy demand, and greenhouse gas emissions
Eyerusalem Tesfay Gereziher, Elisa Cioccolo, Pierluigi Rossi +2
This study analyzes the duty cycles of diesel and electric narrow tractors in viticulture, comparing battery sizing, energy demand, and greenhouse gas emissions. It evaluates the operational feasibility and environmental benefits of electri…
🌍 Global📚 Peer-reviewed · JournalJournal of Urban Mobility2026#EV & TransportDOI
Driving systems transition through learning: a case study for net zero school transport in rural Scotland
Florian Ahrens, Susan Krumdieck
This case study examines the transition to net zero school transport in rural Scotland through the lens of systems change and learning. It explores local challenges and solutions, offering insights for policymakers and practitioners.
📚 Peer-reviewed · JournalEnergy for Sustainable Development2026#EV & TransportDOI
Unlocking India's $200 billion electric vehicle opportunity: State policies, grid decarbonization, and machine learning insights for sustainable development
Yash Modi, M.J. Mungla, Suketu Jani
This paper analyzes India's potential $200 billion EV market, emphasizing state policies and grid decarbonization. It also provides machine learning insights for sustainable development.
🌍 GlobalPreprintPLOS Complex Systems2026#EV & TransportDOI
A green vehicle routing methodology for assessing optimal fleet mix and cost/emissions tradeoffs given environmental policy incentives
Griffin M. Wilson, Richard T. Stone
This paper develops a bi-objective green vehicle routing problem to assess optimal fleet mix and routing under carbon taxes, emissions trading systems, and electric vehicle subsidies. By analyzing shifts in the Pareto frontier, it identifie…
🇪🇺 EuropePreprintResearch Square2026#EV & TransportDOI
Empirical Validation of Vehicle-to-Grid Carbon Impact and Market Economics: Evidence from a UK Municipal Fleet Charging Dataset (2020–2023)
Epie PK
This study empirically validates a V2G carbon impact and market economics framework using a real-world UK municipal fleet dataset (5,459 sessions, 69 chargers). The median energy swing matches the model (2.5% error) but the high-energy tail…
🌍 Global📚 Peer-reviewed · JournalSustainability Switzerland2022#EV & TransportDOI
Estimation of Greenhouse Gas Emissions of Petrol, Biodiesel and Battery Electric Vehicles in Malaysia Based on Life Cycle Approach
Kosai S.
This study estimates life cycle greenhouse gas emissions of petrol, biodiesel, and battery electric vehicles (BEVs) in Malaysia. By considering fuel production and vehicle operation, it finds BEVs have lower emissions, while biodiesel faces…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Research Letters2024#EV & TransportDOI
Challenges in accelerating net-zero transitions: insights from transport electrification in Germany and California
Rogge K.S.
This paper examines challenges in accelerating net-zero transitions through a comparative case study of transport electrification in Germany and California. It identifies policy and infrastructure barriers, highlighting both region-specific…
🌍 Global📚 Peer-reviewed · JournalDiscover Global Society2025#EV & TransportDOI
Decarbonising urban transport: an overview of electric vehicles, public transport, and sustainable infrastructure in achieving net-zero emissions
Ndhlovu E.
This paper provides an overview of decarbonising urban transport, focusing on electric vehicles, public transport, and sustainable infrastructure in achieving net-zero emissions. It discusses the integration of policies and technologies.
📚 Peer-reviewed · JournalEnergy Storage2026#EV & TransportDOI
Blockchain and Zero‐Sum Game‐Based Energy Trading Scheme for Optimal EV Charging
Riya Kakkar, Smita Agrawal, Sudeep Tanwar
This paper proposes a hybrid game theory and blockchain approach for optimal EV charging scheduling. Stage 1 uses coalition games to form EV clusters, and Stage 2 applies zero-sum game to select the optimal pair. Blockchain secures transact…
CN📚 Peer-reviewed · JournalEconomics and Data Science2026#EV & TransportDOI
The 'Intelligent Trap' in Corporate Finance—A Study Based on New Energy Vehicle Enterprises
Q. Zeng
This study empirically examines how AI dependence affects financial risk in listed new energy vehicle firms from 2013 to 2023. Results show that high AI dependency reduces financial safety, but strong knowledge output and efficient patent c…