Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response

Demand response (DR) is a voluntary program that encourages related stakeholders, in this case electricity consumers, to cut down on usage during periods of high electricity load. One key to fully exploiting DR is to encourage residential customers to join the DR program. Unlike in the DR programs f...

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Autores principales:	Hyunyong Lee, Hyunseok Jang, Seung-Hun Oh, Nac-Woo Kim, Seongcheol Kim, Byung-Tak Lee
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Demand response residential customer baseline load aggregator incentive-based DR program Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/c1119f9fae0641d08d9142d036cb20e4
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id	oai:doaj.org-article:c1119f9fae0641d08d9142d036cb20e4
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spelling	oai:doaj.org-article:c1119f9fae0641d08d9142d036cb20e42021-11-23T00:01:21ZNovel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response2169-353610.1109/ACCESS.2021.3120099https://doaj.org/article/c1119f9fae0641d08d9142d036cb20e42021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9570291/https://doaj.org/toc/2169-3536Demand response (DR) is a voluntary program that encourages related stakeholders, in this case electricity consumers, to cut down on usage during periods of high electricity load. One key to fully exploiting DR is to encourage residential customers to join the DR program. Unlike in the DR programs for commercial and industrial customers, for the successful operation of the residential DR program, several issues have to be addressed, one of which is to provide a group-level incentive to participating customers. In particular, the issue comes up when the incentive calculated for a group is not equal to the aggregated incentives for each customer (i.e., non-equal incentive problem). The non-equal incentive problem deteriorates the successful operation of residential DR by decreasing the motivation of DR operators and customers. We first prove the non-equal incentive problem through mathematical and experimental methods. We then propose the novel single group-based indirect incentive calculation method. The basic idea of our approach is to indirectly calculate the incentive for each customer not using the customer’s data but using the data of other customers of the same DR group. Through experiments involving the electricity usage data of 42,193 households and the real DR events in Korea, we show that our method solves the non-equal incentive problem in most cases. Furthermore, our method improves the accuracy of the baseline estimation (used for calculating the contribution).Hyunyong LeeHyunseok JangSeung-Hun OhNac-Woo KimSeongcheol KimByung-Tak LeeIEEEarticleDemand responseresidentialcustomer baseline loadaggregatorincentive-based DR programElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 140881-140895 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Demand response residential customer baseline load aggregator incentive-based DR program Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Demand response residential customer baseline load aggregator incentive-based DR program Electrical engineering. Electronics. Nuclear engineering TK1-9971 Hyunyong Lee Hyunseok Jang Seung-Hun Oh Nac-Woo Kim Seongcheol Kim Byung-Tak Lee Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response
description	Demand response (DR) is a voluntary program that encourages related stakeholders, in this case electricity consumers, to cut down on usage during periods of high electricity load. One key to fully exploiting DR is to encourage residential customers to join the DR program. Unlike in the DR programs for commercial and industrial customers, for the successful operation of the residential DR program, several issues have to be addressed, one of which is to provide a group-level incentive to participating customers. In particular, the issue comes up when the incentive calculated for a group is not equal to the aggregated incentives for each customer (i.e., non-equal incentive problem). The non-equal incentive problem deteriorates the successful operation of residential DR by decreasing the motivation of DR operators and customers. We first prove the non-equal incentive problem through mathematical and experimental methods. We then propose the novel single group-based indirect incentive calculation method. The basic idea of our approach is to indirectly calculate the incentive for each customer not using the customer’s data but using the data of other customers of the same DR group. Through experiments involving the electricity usage data of 42,193 households and the real DR events in Korea, we show that our method solves the non-equal incentive problem in most cases. Furthermore, our method improves the accuracy of the baseline estimation (used for calculating the contribution).
format	article
author	Hyunyong Lee Hyunseok Jang Seung-Hun Oh Nac-Woo Kim Seongcheol Kim Byung-Tak Lee
author_facet	Hyunyong Lee Hyunseok Jang Seung-Hun Oh Nac-Woo Kim Seongcheol Kim Byung-Tak Lee
author_sort	Hyunyong Lee
title	Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response
title_short	Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response
title_full	Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response
title_fullStr	Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response
title_full_unstemmed	Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response
title_sort	novel single group-based indirect customer baseline load calculation method for residential demand response
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/c1119f9fae0641d08d9142d036cb20e4
work_keys_str_mv	AT hyunyonglee novelsinglegroupbasedindirectcustomerbaselineloadcalculationmethodforresidentialdemandresponse AT hyunseokjang novelsinglegroupbasedindirectcustomerbaselineloadcalculationmethodforresidentialdemandresponse AT seunghunoh novelsinglegroupbasedindirectcustomerbaselineloadcalculationmethodforresidentialdemandresponse AT nacwookim novelsinglegroupbasedindirectcustomerbaselineloadcalculationmethodforresidentialdemandresponse AT seongcheolkim novelsinglegroupbasedindirectcustomerbaselineloadcalculationmethodforresidentialdemandresponse AT byungtaklee novelsinglegroupbasedindirectcustomerbaselineloadcalculationmethodforresidentialdemandresponse
_version_	1718417400971395072

Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response

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