TY - JOUR
T1 - Lattice-Like Blockchain System for Maintaining the Data Privacy in the Distributed Computation of Carbon Emission
AU - Han, Zhuopu
AU - Ding, Tao
AU - Mu, Chenggang
AU - Shen, Xin
AU - Li, Jiahao
AU - Shahidehpour, Mohammad
N1 - Publisher Copyright:
© 2010-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - Calculation and deposit of carbon emission flow help optimize the systematic management of power system operation with different types of power generation units. Traditionally, centralized computation of carbon emission flow led to some inherent problems, including poor stability, flexibility and data privacy concerns. In contrast, the existing distributed computation methods for carbon emission fail to protect data privacy and is difficult to ensure data credibility. Therefore, this paper proposes a distributed computation method for carbon emission flow, where a bus classification method and an encryption algorithm are designed to protect data privacy. Then, a lattice-like light blockchain structure is proposed for carbon emission flow calculation result, enhancing efficiency during the deposit process. The proposed lattice-like blockchain breaks through the existing structure with a single chain, as it realizes an asynchronous consensus by significantly improving the uploading speed of the blockchain. Finally, the IEEE 33-bus system is used to verify the reliability and security of the proposed method, interact with the lattice-like blockchain, and enhance the computation performance of the proposed method.
AB - Calculation and deposit of carbon emission flow help optimize the systematic management of power system operation with different types of power generation units. Traditionally, centralized computation of carbon emission flow led to some inherent problems, including poor stability, flexibility and data privacy concerns. In contrast, the existing distributed computation methods for carbon emission fail to protect data privacy and is difficult to ensure data credibility. Therefore, this paper proposes a distributed computation method for carbon emission flow, where a bus classification method and an encryption algorithm are designed to protect data privacy. Then, a lattice-like light blockchain structure is proposed for carbon emission flow calculation result, enhancing efficiency during the deposit process. The proposed lattice-like blockchain breaks through the existing structure with a single chain, as it realizes an asynchronous consensus by significantly improving the uploading speed of the blockchain. Finally, the IEEE 33-bus system is used to verify the reliability and security of the proposed method, interact with the lattice-like blockchain, and enhance the computation performance of the proposed method.
KW - Carbon emission flow
KW - asynchronous consensus
KW - blockchain structure
KW - distributed algorithm
KW - encryption
UR - https://www.scopus.com/pages/publications/85188939704
U2 - 10.1109/TSG.2024.3380611
DO - 10.1109/TSG.2024.3380611
M3 - 文章
AN - SCOPUS:85188939704
SN - 1949-3053
VL - 15
SP - 4961
EP - 4973
JO - IEEE Transactions on Smart Grid
JF - IEEE Transactions on Smart Grid
IS - 5
ER -