volume 71 pages 1439-1451

Demand Side Management in Smart Grid: A Dynamic-Price-Based Demand Response Model

Publication typeJournal Article
Publication date2024-01-01
scimago Q1
wos Q1
SJR1.134
CiteScore9.7
Impact factor5.2
ISSN00189391, 15580040
Electrical and Electronic Engineering
Strategy and Management
Abstract
Demand side management (DSM) is an important way to achieve smart energy management. Herein, a dynamic price (DP)-based demand response (DR) model is developed for DSM in smart grid. The proposed DR model can shift the peak electricity demand, thereby improving the power system stability and reliability. In a district-scale smart grid with a high photovoltaic power penetration, the energy service provider (ESP) optimizes the DP to maximize its utilities and reduce the load fluctuation while minimizing the bills and dissatisfaction of electricity consumers (ECs). The game theory model is used to explore the interaction between ESP and ECs, and the existence of Nash equilibrium is proved. The proposed DR model is validated with real-world data from a commercial and residential cluster in Suzhou City, Jiangsu Province, China. The results show that the peak electricity demands of commercial and residential ECs decreased by 4.99% and 9.99%, respectively, through the proposed DR model. Meanwhile, the ESP's net profits increased by 7.13% and 2.37%, respectively, while ensuring the ECs’ benefits. The results also demonstrate that the proposed DR model is robust in different scenarios. This article contributes to the effectiveness and efficiency of energy engineering management.
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GOST |
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GOST Copy
Wen L. et al. Demand Side Management in Smart Grid: A Dynamic-Price-Based Demand Response Model // IEEE Transactions on Engineering Management. 2024. Vol. 71. pp. 1439-1451.
GOST all authors (up to 50) Copy
Wen L., Zhou K., Feng W., Yang S. Demand Side Management in Smart Grid: A Dynamic-Price-Based Demand Response Model // IEEE Transactions on Engineering Management. 2024. Vol. 71. pp. 1439-1451.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1109/tem.2022.3158390
UR - https://doi.org/10.1109/tem.2022.3158390
TI - Demand Side Management in Smart Grid: A Dynamic-Price-Based Demand Response Model
T2 - IEEE Transactions on Engineering Management
AU - Wen, Lulu
AU - Zhou, Kaile
AU - Feng, Wei
AU - Yang, Shanlin
PY - 2024
DA - 2024/01/01
PB - Institute of Electrical and Electronics Engineers (IEEE)
SP - 1439-1451
VL - 71
SN - 0018-9391
SN - 1558-0040
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2024_Wen,
author = {Lulu Wen and Kaile Zhou and Wei Feng and Shanlin Yang},
title = {Demand Side Management in Smart Grid: A Dynamic-Price-Based Demand Response Model},
journal = {IEEE Transactions on Engineering Management},
year = {2024},
volume = {71},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
month = {jan},
url = {https://doi.org/10.1109/tem.2022.3158390},
pages = {1439--1451},
doi = {10.1109/tem.2022.3158390}
}