Distributed Co-operative Demand Side Management for Energy Communities

Aditya Pappu; Gerwin Hoogsteen; Johann L. Hurink

doi:10.1109/ISGT-Europe54678.2022.9960572

Distributed Co-operative Demand Side Management for Energy Communities

Aditya Pappu, Gerwin Hoogsteen, Johann L. Hurink

Mathematics of Operations Research

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

3 Citations (Scopus)

144 Downloads (Pure)

Abstract

This paper presents a method to implement cooperative Demand Side Management (DSM) approaches over a distributed communication network. Our method combines a decentralized DSM approach called Profile Steering with two distributed consensus mechanisms Proof of Work (PoW) and Proof of Stake (PoS). We make use of a network manager to moderate the network and a distributed ledger system to store the power profiles from each planning period.We evaluate our approach using publicly-available real data from 25 houses. We successfully implemented our distributed approach in Python using JSON files as blocks and performed time-performance evaluations of this implementation. We show that, distributed DSM for day-ahead planning using blockchain concepts is possible and adds an overhead of only 0.98 seconds and 3.99 seconds in the case of PoW and PoS respectively.

Original language	English
Title of host publication	2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)
Publisher	IEEE
Pages	1-5
Number of pages	5
ISBN (Electronic)	978-1-6654-8032-1
ISBN (Print)	978-1-6654-8033-8
DOIs	https://doi.org/10.1109/ISGT-Europe54678.2022.9960572
Publication status	Published - 28 Nov 2022
Event	2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) - University of Novi Sad, Novi Sad, Serbia Duration: 10 Oct 2022 → 12 Oct 2022

Conference

Conference	2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)
Country/Territory	Serbia
City	Novi Sad
Period	10/10/22 → 12/10/22

Keywords

Demand side management
Smart contracts
Europe
Data aggregation
Network security
Proof of Work
Consensus protocol
22/4 OA procedure

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10.1109/ISGT-Europe54678.2022.9960572

Distributed_Co-operative_Demand_Side_Management_for_Energy_CommunitiesFinal published version, 0.98 MBLicence: Taverne

Cite this

@inproceedings{30e28c7e1499457fba84cafbb773a2f6,

title = "Distributed Co-operative Demand Side Management for Energy Communities",

abstract = "This paper presents a method to implement cooperative Demand Side Management (DSM) approaches over a distributed communication network. Our method combines a decentralized DSM approach called Profile Steering with two distributed consensus mechanisms Proof of Work (PoW) and Proof of Stake (PoS). We make use of a network manager to moderate the network and a distributed ledger system to store the power profiles from each planning period.We evaluate our approach using publicly-available real data from 25 houses. We successfully implemented our distributed approach in Python using JSON files as blocks and performed time-performance evaluations of this implementation. We show that, distributed DSM for day-ahead planning using blockchain concepts is possible and adds an overhead of only 0.98 seconds and 3.99 seconds in the case of PoW and PoS respectively.",

keywords = "Demand side management, Smart contracts, Europe, Data aggregation, Network security, Proof of Work, Consensus protocol, 22/4 OA procedure",

author = "Aditya Pappu and Gerwin Hoogsteen and Hurink, \{Johann L.\}",

note = "Funding Information: ACKNOWLEDGMENT This project has received funding from the European Union{\textquoteright}s Horizon 2020 research and innovation programme under grant agreement No 101022587. Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) ; Conference date: 10-10-2022 Through 12-10-2022",

year = "2022",

month = nov,

day = "28",

doi = "10.1109/ISGT-Europe54678.2022.9960572",

language = "English",

isbn = "978-1-6654-8033-8",

pages = "1--5",

booktitle = "2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)",

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address = "United States",

}

Pappu, A, Hoogsteen, G & Hurink, JL 2022, Distributed Co-operative Demand Side Management for Energy Communities. in 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)., 9960572, IEEE, pp. 1-5, 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), Novi Sad, Serbia, 10/10/22. https://doi.org/10.1109/ISGT-Europe54678.2022.9960572

TY - GEN

T1 - Distributed Co-operative Demand Side Management for Energy Communities

AU - Pappu, Aditya

AU - Hoogsteen, Gerwin

AU - Hurink, Johann L.

N1 - Funding Information: ACKNOWLEDGMENT This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 101022587. Publisher Copyright: © 2022 IEEE.

PY - 2022/11/28

Y1 - 2022/11/28

N2 - This paper presents a method to implement cooperative Demand Side Management (DSM) approaches over a distributed communication network. Our method combines a decentralized DSM approach called Profile Steering with two distributed consensus mechanisms Proof of Work (PoW) and Proof of Stake (PoS). We make use of a network manager to moderate the network and a distributed ledger system to store the power profiles from each planning period.We evaluate our approach using publicly-available real data from 25 houses. We successfully implemented our distributed approach in Python using JSON files as blocks and performed time-performance evaluations of this implementation. We show that, distributed DSM for day-ahead planning using blockchain concepts is possible and adds an overhead of only 0.98 seconds and 3.99 seconds in the case of PoW and PoS respectively.

AB - This paper presents a method to implement cooperative Demand Side Management (DSM) approaches over a distributed communication network. Our method combines a decentralized DSM approach called Profile Steering with two distributed consensus mechanisms Proof of Work (PoW) and Proof of Stake (PoS). We make use of a network manager to moderate the network and a distributed ledger system to store the power profiles from each planning period.We evaluate our approach using publicly-available real data from 25 houses. We successfully implemented our distributed approach in Python using JSON files as blocks and performed time-performance evaluations of this implementation. We show that, distributed DSM for day-ahead planning using blockchain concepts is possible and adds an overhead of only 0.98 seconds and 3.99 seconds in the case of PoW and PoS respectively.

KW - Demand side management

KW - Smart contracts

KW - Europe

KW - Data aggregation

KW - Network security

KW - Proof of Work

KW - Consensus protocol

KW - 22/4 OA procedure

U2 - 10.1109/ISGT-Europe54678.2022.9960572

DO - 10.1109/ISGT-Europe54678.2022.9960572

M3 - Conference contribution

SN - 978-1-6654-8033-8

SP - 1

EP - 5

BT - 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)

PB - IEEE

T2 - 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)

Y2 - 10 October 2022 through 12 October 2022

ER -

Distributed Co-operative Demand Side Management for Energy Communities

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Keywords

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