Decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading
With a rising number of buildings being equipped with private distributed energy resources (DERs) such as rooftop PV panels and energy storage devices, an effective energy management method for a building cluster becomes increasingly imperative. This paper proposes a novel decentralized transactive...
Saved in:
Main Authors: | , , |
---|---|
Other Authors: | |
Format: | Article |
Language: | English |
Published: |
2024
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/180699 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-180699 |
---|---|
record_format |
dspace |
spelling |
sg-ntu-dr.10356-1806992024-10-21T05:22:34Z Decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading Ying, Chenhao Zou, Yunyang Xu, Yan School of Electrical and Electronic Engineering Engineering Transactive energy management Building cluster With a rising number of buildings being equipped with private distributed energy resources (DERs) such as rooftop PV panels and energy storage devices, an effective energy management method for a building cluster becomes increasingly imperative. This paper proposes a novel decentralized transactive energy management (TEM) method for a hybrid cluster of residential and commercial buildings, which enables peer-to-peer (P2P) energy trading among the DER owners and consumers. The strategic interactions among the DER owners and consumers are modeled as a multi‑leader-multi-follower (MLMF) Stackelberg game and formulated as a bi-level model. The DER owners, the commercial and residential consumers are all autonomous entities, optimizing their individual welfare functions and sharing necessary trading-related information, which are expressed as the upper-level leaders' models and the lower-level followers' models, respectively. To preserve the privacy and autonomy of each entity within the building cluster, a distributed algorithm incorporated with an efficient P2P pricing mechanism is designed for the formulated MLMF Stackelberg game model. Simulation results demonstrate the effectiveness of the proposed method on mitigating the reliance of the building cluster on the power grid, motivating the DERs to actively participate in P2P trading, and reducing the consumers' energy consumption costs 2024-10-21T05:22:33Z 2024-10-21T05:22:33Z 2024 Journal Article Ying, C., Zou, Y. & Xu, Y. (2024). Decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading. Applied Energy, 372, 123803-. https://dx.doi.org/10.1016/j.apenergy.2024.123803 0306-2619 https://hdl.handle.net/10356/180699 10.1016/j.apenergy.2024.123803 2-s2.0-85198009419 372 123803 en Applied Energy © 2024 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies. |
institution |
Nanyang Technological University |
building |
NTU Library |
continent |
Asia |
country |
Singapore Singapore |
content_provider |
NTU Library |
collection |
DR-NTU |
language |
English |
topic |
Engineering Transactive energy management Building cluster |
spellingShingle |
Engineering Transactive energy management Building cluster Ying, Chenhao Zou, Yunyang Xu, Yan Decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading |
description |
With a rising number of buildings being equipped with private distributed energy resources (DERs) such as rooftop PV panels and energy storage devices, an effective energy management method for a building cluster becomes increasingly imperative. This paper proposes a novel decentralized transactive energy management (TEM) method for a hybrid cluster of residential and commercial buildings, which enables peer-to-peer (P2P) energy trading among the DER owners and consumers. The strategic interactions among the DER owners and consumers are modeled as a multi‑leader-multi-follower (MLMF) Stackelberg game and formulated as a bi-level model. The DER owners, the commercial and residential consumers are all autonomous entities, optimizing their individual welfare functions and sharing necessary trading-related information, which are expressed as the upper-level leaders' models and the lower-level followers' models, respectively. To preserve the privacy and autonomy of each entity within the building cluster, a distributed algorithm incorporated with an efficient P2P pricing mechanism is designed for the formulated MLMF Stackelberg game model. Simulation results demonstrate the effectiveness of the proposed method on mitigating the reliance of the building cluster on the power grid, motivating the DERs to actively participate in P2P trading, and reducing the consumers' energy consumption costs |
author2 |
School of Electrical and Electronic Engineering |
author_facet |
School of Electrical and Electronic Engineering Ying, Chenhao Zou, Yunyang Xu, Yan |
format |
Article |
author |
Ying, Chenhao Zou, Yunyang Xu, Yan |
author_sort |
Ying, Chenhao |
title |
Decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading |
title_short |
Decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading |
title_full |
Decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading |
title_fullStr |
Decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading |
title_full_unstemmed |
Decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading |
title_sort |
decentralized energy management of a hybrid building cluster via peer-to-peer transactive energy trading |
publishDate |
2024 |
url |
https://hdl.handle.net/10356/180699 |
_version_ |
1814777788029206528 |