GX & Decarbonization Research

Qinghao Zheng

This study proposes an intelligent computing system for dynamic regulation of carbon emission rights markets using deep reinforcement learning (DRL). It integrates monitoring, prediction, and optimization models, creating a closed-loop 'mon…

Mengjie Zhao, Shijie Duan, Tianshuai Jiang +2

This paper develops a bidding equilibrium model for the joint electricity-carbon market using multi-agent reinforcement learning. It finds that tightening carbon benchmarks by ~14.21% increases thermal power costs by ~13.83%, and doubling r…

Yangjun Zeng, Hua Geng, Yiwei Qiu +14

This paper proposes a hierarchical carbon-driven incentive mechanism (PCIM) linking carbon and ammonia markets to boost renewable power-to-ammonia (ReP2A) competitiveness. Results show a 12.9% emission reduction with only a 1.8% revenue los…

Xiangyan Qian, Hongdian Jiang, Yun-Fei Yao +4

This study analyzes four carbon revenue recycling schemes in China's carbon neutrality path using a dynamic CGE model. Lump-sum transfers to households improve welfare and reduce urban-rural income gaps, while indirect tax cuts minimize GDP…

W. Qiu, Hebin Ruan, Xiaoxiao Yu +3

This study proposes a dual-agent deep reinforcement learning framework for low-carbon economic dispatch in wind-integrated microgrids. A PPO agent minimizes operating costs while a SAC agent targets carbon emission reduction, combined via a…

Pierre Coster, Julian di Giovanni, Isabelle Méjean

The EU will implement the Carbon Border Adjustment Mechanism (CBAM) by 2026, imposing a carbon tariff on imports to prevent carbon leakage from the EU ETS. This analysis quantifies how the ETS and CBAM affect firms' supply choices, domestic…

Jun Zhu, Jiazhuo Xie

This paper examines the impact of China's carbon emission trading system (ETS) on urban green development, focusing on the mediating roles of green technology and green finance. Empirical findings suggest that ETS promotes green development…

Xueting Zhao, Peng Jia, Ruibin Si +1

This paper proposes a differentiated carbon pricing mechanism for crude oil shipping, aiming to balance efficiency in emission reductions with equity across countries and regions. It analyzes incentive design for shippers and carriers, and …

Chen Ling, Yue Li, Fangyuan Xu

This study examines the impact of China's carbon emissions trading scheme (ETS) on corporate greenwashing using panel data of A-share listed firms from 2012 to 2022. The implementation of the ETS significantly curbs greenwashing, with stron…

(著者不明)

This study analyzes the impact of GHG emissions and their disclosure on firm value, ROA, and ROE using a sample of 2,315 EU ETS firms from 2015-2024. Regression results show that GHG emissions and disclosure significantly affect firm value …

R. Tripathi, A. N. Nayak, A. K. Gouda +3

This review paper comprehensively examines opportunities and challenges for decarbonization from agriculture through voluntary carbon markets worldwide. It highlights issues of carbon credit supply, quality assurance, and market mechanisms,…

Jihun Paek, Brian H. S. Kim

This paper finds that CBAM certificates offer a one-week price predictability window over EUAs, allowing foreign importers to strategically time purchases. Monte Carlo simulation shows an average 4.36% cost advantage, which increases during…

Tomasz Wolowieс, Oksana Liashenko, Kostiantyn Pavlov +4

This study applies Hansen threshold regression to EU ETS carbon prices and renewable energy consumption (2005-2024), identifying a significant threshold at €20.71/tCO2. Below this, carbon prices have no positive effect on renewables; above …

null Weiliang Wang, null Lea Richard

This study uses a NARDL model to examine asymmetric impacts of EU ETS carbon price fluctuations on new energy vehicle (NEV) supply chain resilience. It finds that carbon price hikes reduce resilience through increased costs and raw material…

null Dr. Pritish Chandra Vaish

This study analyzes the impact of carbon pricing on industrial competitiveness using panel data from 42 countries (2000-2023). It finds that carbon pricing does not significantly harm overall competitiveness; moderate levels (below USD 50/t…

Olawale C. Olawore, Yussuf Olasunkanmi Kuti, Kazeem O. Oyerinde +8

This systematic review examines carbon pricing (carbon taxes and ETS) impacts on GHG reduction, innovation, and structural change. It concludes that carbon pricing alone is insufficient; it must be complemented by stronger regulatory, fisca…

Nyangon, Joseph, Seifi, Brecht

This paper explains how the EU's Carbon Border Adjustment Mechanism (CBAM) works alongside the EU ETS to apply carbon pricing to imports, addressing competitiveness and carbon leakage. It covers initial sectors (steel, cement, etc.) and arg…

Varanasi Rahul, H. V. Sathyananda Swamy, V. K. Pavithra +3

This paper examines the evolution, design, and comparative effectiveness of carbon pricing, offsetting, and emissions trading schemes (ETS) globally. It evaluates the economic efficiency of carbon taxes vs. cap-and-trade, and the role of ca…

K. Balaji

This chapter examines how carbon pricing influences capital reallocation in global financial markets through a comparative case study of the EU ETS, China's National ETS, and the California Cap-and-Trade Program. Findings show that higher a…

Luo S.

This paper empirically analyzes the impact of emissions trading systems (ETS) on corporate green technology innovation. It reveals the mechanisms through which ETS promotes investment in low-carbon technologies, such as carbon price signals…