LAPSE:2023.9021
Published Article

LAPSE:2023.9021
A Two-Phase Hybrid Trading of Green Certificate under Renewables Portfolio Standards in Community of Active Energy Agents
February 27, 2023
Abstract
The future distribution network is a community involving numerous active energy agents (AEAs) and a local operator. Each AEA is obligated to meet the renewables portfolio standards (RPS) with enough green certificates (GCs), which can be obtained from renewable energy consumption or from GC trading. This paper concentrates on the GC trading in AEA community and proposes a two-phase hybrid mechanism, which combines the peer-to-peer (P2P) phase and the centralized phase. In Phase 1, GCs are traded among AEAs in P2P manner. All AEAs are classified into two types: naïve and sophisticated, each of which has the specific preference in GC trading. Additionally, each AEA finds trading partners by adopting multi-option-based matching. In Phase 2, the remaining GCs are traded between AEAs and the local operator. Numeric studies are performed on a 30-AEA community in three different market scenarios: globally balanced, undersupplied, and oversupplied. Simulation results indicate the optimality of bi-option, verify the effectiveness of the hybrid trading, and reveal the economic advantages over the sole centralized counterpart. The impact of AEA type is also discussed on both updating quotation and concluding deals.
The future distribution network is a community involving numerous active energy agents (AEAs) and a local operator. Each AEA is obligated to meet the renewables portfolio standards (RPS) with enough green certificates (GCs), which can be obtained from renewable energy consumption or from GC trading. This paper concentrates on the GC trading in AEA community and proposes a two-phase hybrid mechanism, which combines the peer-to-peer (P2P) phase and the centralized phase. In Phase 1, GCs are traded among AEAs in P2P manner. All AEAs are classified into two types: naïve and sophisticated, each of which has the specific preference in GC trading. Additionally, each AEA finds trading partners by adopting multi-option-based matching. In Phase 2, the remaining GCs are traded between AEAs and the local operator. Numeric studies are performed on a 30-AEA community in three different market scenarios: globally balanced, undersupplied, and oversupplied. Simulation results indicate the optimality of bi-option, verify the effectiveness of the hybrid trading, and reveal the economic advantages over the sole centralized counterpart. The impact of AEA type is also discussed on both updating quotation and concluding deals.
Record ID
Keywords
active energy agent (AEA), green certificate (GC) trading, multi-option-based matching, peer-to-peer (P2P) trading, renewables portfolio standards (RPS)
Subject
Suggested Citation
Tan Y, Xu Z, Xu W. A Two-Phase Hybrid Trading of Green Certificate under Renewables Portfolio Standards in Community of Active Energy Agents. (2023). LAPSE:2023.9021
Author Affiliations
Tan Y: College of Electronics and Information Engineering, Tongji University, Shanghai 201804, China
Xu Z: College of Electronics and Information Engineering, Tongji University, Shanghai 201804, China; Sino-German Research Center on Intelligent Sciences and Technology (CDFIWT), Tongji University, Shanghai 201804, China
Xu W: College of Electronics and Information Engineering, Tongji University, Shanghai 201804, China; Office of Informatization, Tongji University, Shanghai 200092, China
Xu Z: College of Electronics and Information Engineering, Tongji University, Shanghai 201804, China; Sino-German Research Center on Intelligent Sciences and Technology (CDFIWT), Tongji University, Shanghai 201804, China
Xu W: College of Electronics and Information Engineering, Tongji University, Shanghai 201804, China; Office of Informatization, Tongji University, Shanghai 200092, China
Journal Name
Energies
Volume
15
Issue
19
First Page
6915
Year
2022
Publication Date
2022-09-21
ISSN
1996-1073
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Original Submission
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PII: en15196915, Publication Type: Journal Article
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LAPSE:2023.9021
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https://doi.org/10.3390/en15196915
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Feb 27, 2023
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