Blockchain-Enabled Demand Response Scheme with Individualized Incentive Pricing Mode
Demand response (DR) can offer a wide range of advantages for electrical systems by facilitating the interaction and balance between supply and demand. However, DR always requires a central agent, giving rise to issues of security and trust. Besides this, differences in user response cost characteri...
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doaj-139c571e24d14b32b7ef0a0cff89c7ce2020-11-25T03:43:15ZengMDPI AGEnergies1996-10732020-10-01135213521310.3390/en13195213Blockchain-Enabled Demand Response Scheme with Individualized Incentive Pricing ModeZishan Guo0Zhenya Ji1Qi Wang2School of Electrical and Automatic Engineering, Nanjing Normal University, No. 2 Xueyuan Road, Nanjing 210097, ChinaSchool of Electrical and Automatic Engineering, Nanjing Normal University, No. 2 Xueyuan Road, Nanjing 210097, ChinaSchool of Electrical and Automatic Engineering, Nanjing Normal University, No. 2 Xueyuan Road, Nanjing 210097, ChinaDemand response (DR) can offer a wide range of advantages for electrical systems by facilitating the interaction and balance between supply and demand. However, DR always requires a central agent, giving rise to issues of security and trust. Besides this, differences in user response cost characteristics are not taken into consideration during incentive pricing, which would affect the equal participation of users in DR and increase the costs borne by the electricity retail company. In this paper, a blockchain-enabled DR scheme with an individualized incentive pricing mode is proposed. First, a blockchain-enabled DR framework is proposed to promote the secure implementation of DR. Next, a dual-incentive mechanism is designed to successfully implement the blockchain to DR, which consists of a profit-based and a contribution-based model. An individualized incentive pricing mode is adopted in the profit-based model to decrease the imbalance in response frequency of users and reduce the costs borne by the electricity retail company. Then, the Stackelberg game model is constructed and Differential Evolution (DE) is used to produce equilibrium optimal individualized incentive prices. Finally, case studies are conducted. The results demonstrate that the proposed scheme can reduce the cost borne by the electricity retail company and decrease the imbalance among users in response frequency.https://www.mdpi.com/1996-1073/13/19/5213demand responseincentive pricingStackelberg game |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zishan Guo Zhenya Ji Qi Wang |
spellingShingle |
Zishan Guo Zhenya Ji Qi Wang Blockchain-Enabled Demand Response Scheme with Individualized Incentive Pricing Mode Energies demand response incentive pricing Stackelberg game |
author_facet |
Zishan Guo Zhenya Ji Qi Wang |
author_sort |
Zishan Guo |
title |
Blockchain-Enabled Demand Response Scheme with Individualized Incentive Pricing Mode |
title_short |
Blockchain-Enabled Demand Response Scheme with Individualized Incentive Pricing Mode |
title_full |
Blockchain-Enabled Demand Response Scheme with Individualized Incentive Pricing Mode |
title_fullStr |
Blockchain-Enabled Demand Response Scheme with Individualized Incentive Pricing Mode |
title_full_unstemmed |
Blockchain-Enabled Demand Response Scheme with Individualized Incentive Pricing Mode |
title_sort |
blockchain-enabled demand response scheme with individualized incentive pricing mode |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2020-10-01 |
description |
Demand response (DR) can offer a wide range of advantages for electrical systems by facilitating the interaction and balance between supply and demand. However, DR always requires a central agent, giving rise to issues of security and trust. Besides this, differences in user response cost characteristics are not taken into consideration during incentive pricing, which would affect the equal participation of users in DR and increase the costs borne by the electricity retail company. In this paper, a blockchain-enabled DR scheme with an individualized incentive pricing mode is proposed. First, a blockchain-enabled DR framework is proposed to promote the secure implementation of DR. Next, a dual-incentive mechanism is designed to successfully implement the blockchain to DR, which consists of a profit-based and a contribution-based model. An individualized incentive pricing mode is adopted in the profit-based model to decrease the imbalance in response frequency of users and reduce the costs borne by the electricity retail company. Then, the Stackelberg game model is constructed and Differential Evolution (DE) is used to produce equilibrium optimal individualized incentive prices. Finally, case studies are conducted. The results demonstrate that the proposed scheme can reduce the cost borne by the electricity retail company and decrease the imbalance among users in response frequency. |
topic |
demand response incentive pricing Stackelberg game |
url |
https://www.mdpi.com/1996-1073/13/19/5213 |
work_keys_str_mv |
AT zishanguo blockchainenableddemandresponseschemewithindividualizedincentivepricingmode AT zhenyaji blockchainenableddemandresponseschemewithindividualizedincentivepricingmode AT qiwang blockchainenableddemandresponseschemewithindividualizedincentivepricingmode |
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1724521087784452096 |