Blockchain-enabled Carbon and Energy Trading for Network-Constrained Coal Mines with Uncertainties

Hongxu Huang, Zhengmao Li, L. P.M.I. Sampath, Jiawei Yang, Hung D. Nguyen, Hoay Beng Gooi, Rui Liang, Dunwei Gong

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

21 Sitaatiot (Scopus)
16 Lataukset (Pure)

Abstrakti

In this paper, a blockchain-enabled distributed market framework is proposed for the bi-level carbon and energy trading between coal mine integrated energy systems (CMIESs) and a virtual power plant (VPP) with network constraints. To maximize the profits of these two entities and describe their complicated interactions in the market, the bi-level trading problem is formulated as a Stackelberg game considering integrating the energy market and the 'cap-And-Trade' carbon market mechanism. Meanwhile, in the CMIES, energy recovery units and belt conveyors can be flexibly scheduled and the pumped hydroelectric storage in the VPP is scheduled for energy management. To tackle uncertainties from PV outputs, the joint trading, and the energy management is solved by the distributionally robust optimization (DRO) method. In addition, for participants' privacy, the alternating direction method of multipliers (ADMM)-based DRO algorithm is applied to solve the trading problem in a distributed framework. Further, the Proof-of-Authority (PoA) blockchain is deployed to develop a safe and anonymous market platform. Finally, case studies along with numerous comparison cases are conducted to verify the effectiveness of the proposed method. Simulation results indicate that the proposed method can effectively reduce the system operation cost and regional carbon emission, reduce the conservativeness and protect the privacy of each participant.

AlkuperäiskieliEnglanti
Sivut1634-1647
Sivumäärä14
JulkaisuIEEE Transactions on Sustainable Energy
Vuosikerta14
Numero3
Varhainen verkossa julkaisun päivämäärä2 helmik. 2023
DOI - pysyväislinkit
TilaJulkaistu - 1 heinäk. 2023
OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

Sormenjälki

Sukella tutkimusaiheisiin 'Blockchain-enabled Carbon and Energy Trading for Network-Constrained Coal Mines with Uncertainties'. Ne muodostavat yhdessä ainutlaatuisen sormenjäljen.

Siteeraa tätä