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Author:

Lin, Jie (Lin, Jie.) | Yu, Wei (Yu, Wei.) | Yang, Xinyu (Yang, Xinyu.)

Indexed by:

SCIE EI Scopus

Abstract:

The multistep electricity price (MEP) policy has been introduced by many countries to promote energy saving, load balancing, and fairness in electricity consumption. Nonetheless, with the development of the smart grid, how to determine the quantity of electricity and at what price in a step-like fashion has not been fully investigated in the past. To address this issue, in this paper, we introduce two types of MEP models: a one-dimensional MEP model and a two-dimensional MEP model, which can be used to formally analyze and determine the desirable quantities of electricity and pricing in multiple steps. Particularly, in the one-dimensional MEP model, the steps are scaled only by the quantity of electricity whereas in the two-dimensional MEP model, the steps are scaled by both the quantity of electricity and the time when the electricity is used. Based on the proposed MEP models, we further investigate the vulnerability of the electricity market operation and investigate false data injection attacks against electricity prices and charges to consumers. Through an extensive simulation study, our data shows that the proposed MEP models can achieve fairness in electricity consumption, balance loads between peak and non-peak times, and improve electricity resource utilization. Our data also indicates that false data injection attacks can only partially compromise prices in our MEP models, leading to a limited impact on users' charges.

Keyword:

Electricity market fairness of electricity consumption false data injection attacks load balance multistep electricity price

Author Community:

  • [ 1 ] [Lin, Jie; Yang, Xinyu] Xi An Jiao Tong Univ, Dept Comptuer Sci & Technol, Xian 710049, Shaanxi, Peoples R China
  • [ 2 ] [Yu, Wei] Towson Univ, Dept Comp & Informat Sci, 8000 York Rd, Towson, MD USA
  • [ 3 ] [Lin, Jie]Xi An Jiao Tong Univ, Dept Comptuer Sci & Technol, Xian 710049, Shaanxi, Peoples R China
  • [ 4 ] [Yang, Xinyu]Xi An Jiao Tong Univ, Dept Comptuer Sci & Technol, Xian 710049, Shaanxi, Peoples R China
  • [ 5 ] [Yu, Wei]Towson Univ, Dept Comp & Informat Sci, 8000 York Rd, Towson, MD USA

Reprint Author's Address:

  • Xi An Jiao Tong Univ, Dept Comptuer Sci & Technol, Xian 710049, Shaanxi, Peoples R China.; Yu, W (reprint author), Towson Univ, Dept Comp & Informat Sci, 8000 York Rd, Towson, MD USA.

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Source :

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

ISSN: 1045-9219

Year: 2016

Issue: 1

Volume: 27

Page: 286-302

4 . 1 8 1

JCR@2016

2 . 6 8 7

JCR@2020

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:134

JCR Journal Grade:2

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 51

SCOPUS Cited Count: 60

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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