Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances

Xiaoming Wang; Tao Jing; Zhongkai Yi; Yuguang Xie; Duanchao Li; Shenghe Wang; Yue Zhai

doi:10.1109/ICPRE52634.2021.9635466

Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances

Xiaoming Wang
, Tao Jing
, Zhongkai Yi
, Yuguang Xie
, Duanchao Li
, Shenghe Wang
, Yue Zhai

State Grid Anhui Electric Power Co., Ltd.
Tsinghua University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

With the rapid development of smart appliances, home management system (HMS) becomes an essential system for the end users to interact with the distribution system operator (DSO). HMS can manage the smart household appliances owned by of the residents reasonably through the intelligent human-computer interface according to their personal preferences, so as to reduce the electricity bills and satisfy the diversified demand. In this paper, a two-stage optimization framework is proposed to realize the collaborative operation between the DSO and end users. The first stage aims to assess the flexibility offered by the end users and the second stage is designed to minimize the operation cost of the distribution network while protecting the interests and privacy of the end users. The effectiveness and superiority of the proposed approach is verified through numerical studies on a 24-bus distribution system.

Original language	English
Title of host publication	2021 6th International Conference on Power and Renewable Energy, ICPRE 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	939-944
Number of pages	6
ISBN (Electronic)	9781665449618
DOIs	https://doi.org/10.1109/ICPRE52634.2021.9635466
State	Published - 2021
Externally published	Yes
Event	6th International Conference on Power and Renewable Energy, ICPRE 2021 - Shanghai, China Duration: 17 Sep 2021 → 20 Sep 2021

Publication series

Name	2021 6th International Conference on Power and Renewable Energy, ICPRE 2021

Conference

Conference	6th International Conference on Power and Renewable Energy, ICPRE 2021
Country/Territory	China
City	Shanghai
Period	17/09/21 → 20/09/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

home management system
renewable energy
smart appliance
two-stage optimization

Access to Document

10.1109/ICPRE52634.2021.9635466

Cite this

Wang, X., Jing, T., Yi, Z., Xie, Y., Li, D., Wang, S., & Zhai, Y. (2021). Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances. In 2021 6th International Conference on Power and Renewable Energy, ICPRE 2021 (pp. 939-944). (2021 6th International Conference on Power and Renewable Energy, ICPRE 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICPRE52634.2021.9635466

Wang, Xiaoming ; Jing, Tao ; Yi, Zhongkai et al. / Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances. 2021 6th International Conference on Power and Renewable Energy, ICPRE 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 939-944 (2021 6th International Conference on Power and Renewable Energy, ICPRE 2021).

@inproceedings{302e165422f04c02947b482727ef3ebd,

title = "Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances",

abstract = "With the rapid development of smart appliances, home management system (HMS) becomes an essential system for the end users to interact with the distribution system operator (DSO). HMS can manage the smart household appliances owned by of the residents reasonably through the intelligent human-computer interface according to their personal preferences, so as to reduce the electricity bills and satisfy the diversified demand. In this paper, a two-stage optimization framework is proposed to realize the collaborative operation between the DSO and end users. The first stage aims to assess the flexibility offered by the end users and the second stage is designed to minimize the operation cost of the distribution network while protecting the interests and privacy of the end users. The effectiveness and superiority of the proposed approach is verified through numerical studies on a 24-bus distribution system.",

keywords = "home management system, renewable energy, smart appliance, two-stage optimization",

author = "Xiaoming Wang and Tao Jing and Zhongkai Yi and Yuguang Xie and Duanchao Li and Shenghe Wang and Yue Zhai",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 6th International Conference on Power and Renewable Energy, ICPRE 2021 ; Conference date: 17-09-2021 Through 20-09-2021",

year = "2021",

doi = "10.1109/ICPRE52634.2021.9635466",

language = "英语",

series = "2021 6th International Conference on Power and Renewable Energy, ICPRE 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "939--944",

booktitle = "2021 6th International Conference on Power and Renewable Energy, ICPRE 2021",

address = "美国",

}

Wang, X, Jing, T, Yi, Z, Xie, Y, Li, D, Wang, S & Zhai, Y 2021, Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances. in 2021 6th International Conference on Power and Renewable Energy, ICPRE 2021. 2021 6th International Conference on Power and Renewable Energy, ICPRE 2021, Institute of Electrical and Electronics Engineers Inc., pp. 939-944, 6th International Conference on Power and Renewable Energy, ICPRE 2021, Shanghai, China, 17/09/21. https://doi.org/10.1109/ICPRE52634.2021.9635466

Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances. / Wang, Xiaoming; Jing, Tao; Yi, Zhongkai et al.
2021 6th International Conference on Power and Renewable Energy, ICPRE 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 939-944 (2021 6th International Conference on Power and Renewable Energy, ICPRE 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances

AU - Wang, Xiaoming

AU - Jing, Tao

AU - Yi, Zhongkai

AU - Xie, Yuguang

AU - Li, Duanchao

AU - Wang, Shenghe

AU - Zhai, Yue

PY - 2021

Y1 - 2021

N2 - With the rapid development of smart appliances, home management system (HMS) becomes an essential system for the end users to interact with the distribution system operator (DSO). HMS can manage the smart household appliances owned by of the residents reasonably through the intelligent human-computer interface according to their personal preferences, so as to reduce the electricity bills and satisfy the diversified demand. In this paper, a two-stage optimization framework is proposed to realize the collaborative operation between the DSO and end users. The first stage aims to assess the flexibility offered by the end users and the second stage is designed to minimize the operation cost of the distribution network while protecting the interests and privacy of the end users. The effectiveness and superiority of the proposed approach is verified through numerical studies on a 24-bus distribution system.

AB - With the rapid development of smart appliances, home management system (HMS) becomes an essential system for the end users to interact with the distribution system operator (DSO). HMS can manage the smart household appliances owned by of the residents reasonably through the intelligent human-computer interface according to their personal preferences, so as to reduce the electricity bills and satisfy the diversified demand. In this paper, a two-stage optimization framework is proposed to realize the collaborative operation between the DSO and end users. The first stage aims to assess the flexibility offered by the end users and the second stage is designed to minimize the operation cost of the distribution network while protecting the interests and privacy of the end users. The effectiveness and superiority of the proposed approach is verified through numerical studies on a 24-bus distribution system.

KW - home management system

KW - renewable energy

KW - smart appliance

KW - two-stage optimization

UR - https://www.scopus.com/pages/publications/85123686607

U2 - 10.1109/ICPRE52634.2021.9635466

DO - 10.1109/ICPRE52634.2021.9635466

M3 - 会议稿件

AN - SCOPUS:85123686607

T3 - 2021 6th International Conference on Power and Renewable Energy, ICPRE 2021

SP - 939

EP - 944

BT - 2021 6th International Conference on Power and Renewable Energy, ICPRE 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 6th International Conference on Power and Renewable Energy, ICPRE 2021

Y2 - 17 September 2021 through 20 September 2021

ER -

Wang X, Jing T, Yi Z, Xie Y, Li D, Wang S et al. Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances. In 2021 6th International Conference on Power and Renewable Energy, ICPRE 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 939-944. (2021 6th International Conference on Power and Renewable Energy, ICPRE 2021). doi: 10.1109/ICPRE52634.2021.9635466

Two-Stage Cooperative Operation Strategy for Home Management Systems with Smart Appliances

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

Other files and links

Fingerprint

Cite this