A Permissioned Blockchain System to Reduce Peak Demand in Residential Communities via Energy Trading: A Real-World Case Study
Residential energy trading systems (RETS) enable homeowners with distributed energy resources (DERs) to participate in virtualized energy markets that have the potential to reduce the peak demand of residential communities. Blockchains are key enablers of RETS, by virtue of providing a decentralized...
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doaj-eb3c27377fdb448fae280ca1f6c2000b2021-03-30T15:16:37ZengIEEEIEEE Access2169-35362021-01-0195517553010.1109/ACCESS.2020.30478859311198A Permissioned Blockchain System to Reduce Peak Demand in Residential Communities via Energy Trading: A Real-World Case StudyShivam Saxena0https://orcid.org/0000-0002-4280-1389Hany E. Z. Farag1https://orcid.org/0000-0002-9098-3092Aidan Brookson2Hjalmar Turesson3Henry Kim4https://orcid.org/0000-0002-7010-6455Department of Electrical Engineering and Computer Science, York University, Toronto, CanadaDepartment of Electrical Engineering and Computer Science, York University, Toronto, CanadaSustainable Technologies Evaluation Program, Toronto and Region Conservation Authority, Toronto, CanadaSchulich School of Business and Management, York University, Toronto, CanadaSchulich School of Business and Management, York University, Toronto, CanadaResidential energy trading systems (RETS) enable homeowners with distributed energy resources (DERs) to participate in virtualized energy markets that have the potential to reduce the peak demand of residential communities. Blockchains are key enablers of RETS, by virtue of providing a decentralized, self-governed network that mitigates concerns regarding privacy and transparency. However, more real-world case studies are needed to evaluate the techno-economic viability of blockchain-based RETS to improve their positive uptake. Thus, this article develops a permissioned blockchain-based RETS, which enables homeowners to select bidding strategies that consider the individual preferences of their DERs, and further evaluates the impact of the bidding strategies on reducing the peak demand of the community. The proposed system is implemented on the permissioned Hyperledger Fabric platform, where a decentralized ledger is used to store all energy bids, and a smart contract is used to execute a double auction mechanism and dispatch the homeowner DERs. The proposed system is validated by conducting simulations on a 8-home community using real-world data, and also by deploying the system to a Canadian microgrid, where the smart contract execution time is benchmarked. Simulation results demonstrate the efficacy of the proposed system by achieving a peak demand reduction of up to 48 kW (62%), which leads to an average savings of $1.02 M for the distribution system operator by avoiding transformer upgrades. Also, the simulation results show that the execution time of the proposed smart contract is 17.12 seconds across 12 nodes, which is sufficient for RETS.https://ieeexplore.ieee.org/document/9311198/Blockchainenergy tradingmicrogriddistributed energy resourcessmart contractsmart home |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shivam Saxena Hany E. Z. Farag Aidan Brookson Hjalmar Turesson Henry Kim |
spellingShingle |
Shivam Saxena Hany E. Z. Farag Aidan Brookson Hjalmar Turesson Henry Kim A Permissioned Blockchain System to Reduce Peak Demand in Residential Communities via Energy Trading: A Real-World Case Study IEEE Access Blockchain energy trading microgrid distributed energy resources smart contract smart home |
author_facet |
Shivam Saxena Hany E. Z. Farag Aidan Brookson Hjalmar Turesson Henry Kim |
author_sort |
Shivam Saxena |
title |
A Permissioned Blockchain System to Reduce Peak Demand in Residential Communities via Energy Trading: A Real-World Case Study |
title_short |
A Permissioned Blockchain System to Reduce Peak Demand in Residential Communities via Energy Trading: A Real-World Case Study |
title_full |
A Permissioned Blockchain System to Reduce Peak Demand in Residential Communities via Energy Trading: A Real-World Case Study |
title_fullStr |
A Permissioned Blockchain System to Reduce Peak Demand in Residential Communities via Energy Trading: A Real-World Case Study |
title_full_unstemmed |
A Permissioned Blockchain System to Reduce Peak Demand in Residential Communities via Energy Trading: A Real-World Case Study |
title_sort |
permissioned blockchain system to reduce peak demand in residential communities via energy trading: a real-world case study |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2021-01-01 |
description |
Residential energy trading systems (RETS) enable homeowners with distributed energy resources (DERs) to participate in virtualized energy markets that have the potential to reduce the peak demand of residential communities. Blockchains are key enablers of RETS, by virtue of providing a decentralized, self-governed network that mitigates concerns regarding privacy and transparency. However, more real-world case studies are needed to evaluate the techno-economic viability of blockchain-based RETS to improve their positive uptake. Thus, this article develops a permissioned blockchain-based RETS, which enables homeowners to select bidding strategies that consider the individual preferences of their DERs, and further evaluates the impact of the bidding strategies on reducing the peak demand of the community. The proposed system is implemented on the permissioned Hyperledger Fabric platform, where a decentralized ledger is used to store all energy bids, and a smart contract is used to execute a double auction mechanism and dispatch the homeowner DERs. The proposed system is validated by conducting simulations on a 8-home community using real-world data, and also by deploying the system to a Canadian microgrid, where the smart contract execution time is benchmarked. Simulation results demonstrate the efficacy of the proposed system by achieving a peak demand reduction of up to 48 kW (62%), which leads to an average savings of $1.02 M for the distribution system operator by avoiding transformer upgrades. Also, the simulation results show that the execution time of the proposed smart contract is 17.12 seconds across 12 nodes, which is sufficient for RETS. |
topic |
Blockchain energy trading microgrid distributed energy resources smart contract smart home |
url |
https://ieeexplore.ieee.org/document/9311198/ |
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