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.
Peer-reviewedCNJournalAdvances in Economics, Management and Political Sciences2026#Carbon PricingDOI
The Impact of Carbon Emission Trading Policy on Corporate ESG Performance
Chensheng Lv
This study uses a DID model to analyze China's regional carbon trading pilots' impact on corporate ESG performance. Results show that the carbon emission trading mechanism significantly improves ESG ratings through a composite mechanism of …
Peer-reviewedJournalComplexity2026#Carbon PricingDOI
The Trade‐Off Between Renewable and Thermal Power in Carbon Trading and Green Certificate–Based Sustainable Electricity Markets
Haiyan Lan, Guoshuai Sun, Jiao Feng +1
This study develops a dynamic duopoly game model of renewable and thermal power producers under carbon trading and green certificate schemes. Using nonlinear dynamic methods, it finds that very low renewable costs can destabilize the system…
Peer-reviewedJournalEnergy Policy2026#Carbon PricingDOI
Impact of changes of allocation and price in emission trading scheme on the electricity market: Korean case study
Jung-Mi Lim, Seongjun Lee, Taeyoung Jin +1
This paper analyzes the impact of changes in allocation and price in the emission trading scheme (ETS) on the electricity market, using a Korean case study. It examines how carbon price fluctuations affect electricity prices and generation …
Peer-reviewed🌍 GlobalJournalBusiness Analyst Journal2026#Carbon PricingDOI
Empirical study on the effect of carbon tax on GHG emissions in select nations
Ajay Kumar
This study examines the effect of carbon taxes on greenhouse gas emissions in five OECD countries (Denmark, Finland, Sweden, Norway, Slovenia) from 1990 to 2019. Using Pearson correlation and Phillips-Perron unit root tests, it finds that c…
Peer-reviewedCNJournalIET Smart Grid2026#Renewable EnergyDOI
A Bilevel Optimisation Model for Distributed Energy Storage Considering Wind‐Solar Uncertainty and Carbon Trading
Xiaonan Li, Rongxin Sun, Wenxu Zhang +2
This paper proposes a bilevel optimization model for distributed energy storage configuration that integrates wind-solar uncertainty and a tiered carbon trading scheme. It uses SNGAN and K-means for scenario generation, and an improved Ospr…
Peer-reviewedJournalSustainability2026#Carbon PricingDOI
Multi-Objective Optimal Scheduling of Integrated Energy Systems Considering Tiered Carbon Trading and Load-Side Demand Response
Shuhao Li, Yixin Lin, Xiutao Gao +2
This paper proposes a multi-objective optimal scheduling model for integrated energy systems that integrates tiered carbon trading and load-side demand response. A reward-penalty carbon cost model internalizes carbon constraints. Using the …
Peer-reviewedCNJournalGeological Journal2026#Carbon PricingDOI
Policy Economics of Carbon Trading in the Renewable Energy Sector:
AI
‐
MCDA
Analysis Applied to the Beijing–Tianjin–Hebei Region
Lei Qing
This study evaluates alternative ETS designs to support renewable energy development in the Beijing–Tianjin–Hebei region using AHP and fuzzy VIKOR. Environmental effectiveness and technological innovation receive the highest weights. The in…
Peer-reviewed🇪🇺 EuropeJournalKorean Accounting Information Association2026#Carbon PricingDOI
Greenhouse Gas Reduction and Emissions Trading under the ETS : Evidence from the Cost of Equity Capital
Jong-Dae Kwon, E. Kim
This study examines whether greenhouse gas (GHG) emission reductions and emissions trading outcomes under an Emissions Trading Scheme (ETS) are associated with the cost of equity capital. Using a sample of ETS firms from 2015-2020, it finds…
Peer-reviewedJournalSocial Science Research Network2026#Carbon PricingDOI
Carbon Credit Trading and India's Green Transition
Saurav Kumar, T. Ghosh, S. Banerjee
This study analyzes the macroeconomic dynamics of India's intensity-based Carbon Credit Trading Scheme (CCTS) using an Environmental DSGE model. Distinguishing between thermal and green electricity, it finds that the scheme promotes green e…
Peer-reviewedCNJournalSustainable Development2026#Carbon PricingDOI
Carbon Trading Mechanisms and Government Investment Policies Impact Sustainable Economic Growth and a Green Environment
Fang Hu, Yubo Li, Thomas Li‐Ping Tang
This paper uses a DSGE model to analyze the interplay of carbon trading mechanisms and government investment policies on carbon emissions and economic growth in China. It finds that independent carbon markets lead to higher emission increas…
Peer-reviewedCNJournalInternational Journal of Energy Research2026#Carbon PricingDOI
Differential Electricity Pricing and Load Management Strategies for Virtual Power Plant Considering the Synergistic Effect of Green Certificate Trading and Carbon Trading
Xiaoou Liu
This paper proposes a virtual power plant (VPP) framework with electric heat pump, carbon capture, and shared storage to overcome CHP heat-power coupling in northern China. A leader-follower game optimizes differential pricing considering g…
Peer-reviewedJournalJournal of Superintelligence2026#Carbon PricingDOI
Multi-Energy Collaborative Pricing Mechanism of Virtual Power Plants Under Carbon Trading Regulation
Ru Wang, Junxiang Li, Ziyin Yang
This paper proposes a multi-energy collaborative pricing mechanism for virtual power plants (VPPs) under carbon trading regulation. It uses a bi-level optimization model to simultaneously maximize user utility and minimize supplier costs, c…
Peer-reviewedJournalIET Renewable Power Generation2026#Carbon PricingDOI
A Bi‐Level Optimization Model for Carbon Reduction in Multi‐Echelon Power Equipment Supply Chains Under Carbon Quota and Trading
Wei Xu, Lu Zhang, Grace Kouassi
This paper proposes a bi-level optimization framework for coordinating carbon abatement across the multi-echelon power equipment supply chain under carbon quota and trading policies. The upper model minimizes lifecycle emissions, while the …
Peer-reviewedCNJournalSustainability2026#Carbon PricingDOI
Carbon Trading Price and the Quantity and Quality of Green Technological Innovation: A Sustainability Perspective
Chenqian Pan, Chaolin He
Using data from Chinese listed companies in carbon pilot regions (2013-2024), this study examines how carbon trading prices affect the quantity and quality of corporate green technological innovation. A two-way fixed effects model shows tha…
Peer-reviewedJournalJournal of Organizational and End User Computing2026#Carbon PricingDOI
Carbon Credit Market Pricing in a Big Data Financial Environment
Luping Yu, Yongshan Zhang, Zihao Wang +2
This paper proposes a Bayesian Deep Reinforcement Learning framework for carbon credit pricing that combines probabilistic modeling, uncertainty propagation, and constraint-based reinforcement learning. Experiments across five datasets show…
Peer-reviewedCNJournalJournal of Energy Resources Technology, Part A: Sustainable and Renewable Energy2026#Carbon PricingDOI
Two-Stage Robust Optimization for Integrated Energy Systems with Bidirectional Demand Response and Tiered Carbon Trading
Xiaohua Song, Tong Liu, Tianyu Wu +1
This paper develops a two-stage robust optimization method for park-level integrated energy systems with tiered carbon trading and bidirectional demand response. Case studies show 50.40% carbon emission reduction and 150 kW peak-valley diff…
Peer-reviewedCNJournalFrontiers in Environmental Science2026#Carbon PricingDOI
Market-based instruments, technological innovation, and enterprise air pollution: evidence from China’s carbon emissions trading system
Mengxue Ji, Mingsong Sun, S. Deng
This study examines whether China's carbon emissions trading system (CETS) reduces firms' air pollutant emissions. Using firm-level panel data from 1998-2014 and a staggered difference-in-differences design, the authors find that CETS reduc…
Peer-reviewedCNJournalSAGE Open2026#Carbon PricingDOI
The PM
2.5
-Related and O
3
-Related Health Co-Benefits of Emission Trading Scheme: A Case Study in China
Shuyang Chen
This paper quantifies the health co-benefits of China's Emissions Trading Scheme (ETS) from reduced PM2.5 and O3 pollution using a Computable General Equilibrium model from 2025 to 2060. It finds that both pollutants negatively impact labor…
Peer-reviewedJournalInternational Journal of Energy Studies2026#Carbon PricingDOI
The impact of carbon pricing on energy costs and energy security in Türkiye
Süleyman Atılgan, M. Alım, R. Çöteli
This paper analyzes the impact of carbon pricing (carbon tax and emissions trading) on energy costs and security in Türkiye. Using the Levelized Unit Cost of Energy (LCOE) method under different carbon price scenarios, it finds that higher …
Peer-reviewedCNJournalInternational Journal of Environmental Protection and Policy2026#Carbon PricingDOI
Research on the Impact of Carbon Emission Trading Policy on Carbon Emissions: An Empirical Examination Based on 284 Prefecture-level Cities in China
Hao Li, Yuxiao Lei, Nuo Li +2
This study uses China's pilot ETS as a quasi-natural experiment. Using panel data of 284 Chinese cities from 2003-2017 and a multi-period DID approach, it finds that the ETS effectively reduces total carbon emissions and carbon intensity th…