Strategies for Datacenters Participating in Demand Response by Two-Stage Decisions

Joint Authors

Li, Yuling
Wang, Xiaoying
Luo, Peicong

Source

Mathematical Problems in Engineering

Issue

Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-15, 15 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2020-07-22

Country of Publication

Egypt

No. of Pages

15

Main Subjects

Civil Engineering

Abstract EN

Modern smart grids have proposed a series of demand response (DR) programs and encourage users to participate in them with the purpose of maintaining reliability and efficiency so as to respond to the sustainable development of demand-side management.

As a large load of the smart grid, a datacenter could be regarded as a potential demand response participant.

Encouraging datacenters to participate in demand response programs can help the grid to achieve better load balancing effect, while the datacenter can also reduce its own power consumption so as to save electricity costs.

In this paper, we designed a demand response participation strategy based on two-stage decisions to reduce the total cost of the datacenter while considering the DR requirements of the grid.

The first stage determines whether to participate in demand response by predicting real-time electricity prices of the power grid and incentive information will be sent to encourage users to participate in the program to help shave the peak load.

In the second stage, the datacenter interacts with its users by allowing users to submit bid information by reverse auction.

Then, the datacenter selects the tasks of the winning users to postpone processing them with awards.

Experimental results show that the proposed strategy could help the datacenter to reduce its cost and effectively meet the demand response requirements of the smart grid at the same time.

American Psychological Association (APA)

Li, Yuling& Wang, Xiaoying& Luo, Peicong. 2020. Strategies for Datacenters Participating in Demand Response by Two-Stage Decisions. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1195752

Modern Language Association (MLA)

Li, Yuling…[et al.]. Strategies for Datacenters Participating in Demand Response by Two-Stage Decisions. Mathematical Problems in Engineering No. 2020 (2020), pp.1-15.
https://search.emarefa.net/detail/BIM-1195752

American Medical Association (AMA)

Li, Yuling& Wang, Xiaoying& Luo, Peicong. Strategies for Datacenters Participating in Demand Response by Two-Stage Decisions. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1195752

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1195752