4.6 Article

Demand-side management and its impact on utility and consumers through a game theoretic approach

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.ijepes.2022.107995

Keywords

Demand-side management; Game theory; Distributed generations & storage; Distribution network; Voltage stability indices; Reliability parameters

Funding

  1. Science and Engineering Research Board, Government of India [MTR/2019/000654]

Ask authors/readers for more resources

The article models demand-side management (DSM) as a non-cooperative game and thoroughly investigates the existence, quality, and multiplicity of Nash equilibriums (NE). The proximal decomposition algorithm (PDA) is utilized to obtain the NE of the game. The impact of the DSM solution on users' energy bill, comfort, and privacy, as well as system performance parameters, is analyzed and demonstrated using the IEEE-33 bus distribution system. The obtained results show significant reductions in energy bills and improved system performance parameters.
The modern smart grid facilitate improved demand flexibility, but the self-optimizing nature of participating users will impact the effectiveness and stability of the demand-side management (DSM) program. In this article, the DSM is modeled as a non-cooperative game between users. To ensure the effectiveness and stability of the solution, the existence of Nash equilibrium (NE), its quality and multiplicity are thoroughly investigated for the system model consisting home appliances, distributed energy storage (DES) and dispatchable generation (DPG). The payoff function of the formulated game is not strictly convex due to addition of DES and DPG. Therefore, the proximal decomposition algorithm (PDA) is utilized to get the NE of the game. The convergence of PDA has a strong dependency on system parameters. A rigorous mathematical proof is provided for the condition of convergence of the PDA. The formulated DSM model has been utilized for analyzing its impact on the users as well as distribution utility. In the case of former, its impact on the user's energy bill, profile of DES and DPG, comfort and privacy concern are investigated. In latter case, its impact on system performance parameters such as system peak-to-average ratio (PAR), bus voltage, total system loss, bus voltage deviation index, voltage stability indices, and system reliability parameters are studied. The IEEE-33 bus distribution system is considered for the assessment of the proposed study. The obtained result shows a significant reduction in the energy bill and PAR and improved system performance parameters.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available