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...

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Main Authors: Ying, Chenhao, Zou, Yunyang, Xu, Yan
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/180699
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Institution: Nanyang Technological University
Language: English
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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