A Nash-Stackelberg Game-Based Peer-to-Peer Joint Energy and Carbon Market Among Local Prosumers

Peer-to-peer (P2P) energy trading among emerging prosumers with considerable renewables is a promising pathway to facilitate the low-carbon operation of the distribution network. Influenced by sharing economy principles, carbon allowances, which are the commodity of prosumers, can be traded under the P2P framework integrating with the energy market. This paper proposes to establish a P2P joint energy and carbon market among local prosumers. A Nash-Stackelberg game model is constructed to analyze the interaction characteristics among energy sellers and buyers. The competition in pricing among the sellers can be modeled as a generalized Nash equilibrium problem and the price-demand interaction between energy sellers and energy buyers can be described as a Stackelberg game. The proposed solution method replaces the lower-level model with its optimality condition. The best response algorithm is employed to solve the market equilibrium. Case studies show the effectiveness of the proposed market model in increasing social welfare and reducing carbon emissions.

Authors

Institutions

Publication Details

Published
2024-11-29
DOI
https://doi.org/10.1109/ei264398.2024.10991720
Primary Topic
Smart Grid Energy Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Nash-Stackelberg Game-Based Peer-to-Peer Joint Energy and Carbon Market Among Local Prosumers

Shiwei Xie, Qiuwei Wu, Wai Kin Chan, Xuan Zhang et al.
Smart Grid Energy Management
article

A Nash-Stackelberg Game-Based Peer-to-Peer Joint Energy and Carbon Market Among Local Prosumers

Shiwei Xie, Qiuwei Wu, Wai Kin Chan, Xuan Zhang, Jiaxun Li, Yezhen Wang
article en

Abstract

Peer-to-peer (P2P) energy trading among emerging prosumers with considerable renewables is a promising pathway to facilitate the low-carbon operation of the distribution network. Influenced by sharing economy principles, carbon allowances, which are the commodity of prosumers, can be traded under the P2P framework integrating with the energy market. This paper proposes to establish a P2P joint energy and carbon market among local prosumers. A Nash-Stackelberg game model is constructed to analyze the interaction characteristics among energy sellers and buyers. The competition in pricing among the sellers can be modeled as a generalized Nash equilibrium problem and the price-demand interaction between energy sellers and energy buyers can be described as a Stackelberg game. The proposed solution method replaces the lower-level model with its optimality condition. The best response algorithm is employed to solve the market equilibrium. Case studies show the effectiveness of the proposed market model in increasing social welfare and reducing carbon emissions.

Tsinghua–Berkeley Shenzhen Institute (CN), Fuzhou University (CN), Tsinghua University (CN)
Openalex Percentile: Top 72%
Smart Grid Energy Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.