A Real-World Test Distribution System With Appliance-Level Load Data for Demand Response and Transactive Energy Studies

Research on demand response and transactive energy systems often require granular, appliance-level demand data. However, there is no existing test system with such appliance-level data with proper temporospatial diversity in a realistic distribution system. This paper develops a 240-node real distri...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Fernando Bereta Dos Reis, Reinaldo Tonkoski, Bishnu P. Bhattarai, Timothy M. Hansen
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Demand response distributed energy management home energy management queueing load model synthetic distribution test system transactive energy Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/473fdc574c6e403eb621f9afb4a6aedc
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:473fdc574c6e403eb621f9afb4a6aedc
record_format	dspace
spelling	oai:doaj.org-article:473fdc574c6e403eb621f9afb4a6aedc2021-11-18T00:03:27ZA Real-World Test Distribution System With Appliance-Level Load Data for Demand Response and Transactive Energy Studies2169-353610.1109/ACCESS.2021.3120923https://doaj.org/article/473fdc574c6e403eb621f9afb4a6aedc2021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9604915/https://doaj.org/toc/2169-3536Research on demand response and transactive energy systems often require granular, appliance-level demand data. However, there is no existing test system with such appliance-level data with proper temporospatial diversity in a realistic distribution system. This paper develops a 240-node real distribution test system with appliance-level demand data for responsive loads. The residential appliance-level demand data are derived from smart meters connected to 1,120 homes in a real distribution system from Iowa State, hereafter called Midwest 240-Node test distribution system. A queueing load model was used to derive the appliance-level data from the smart meter data. The Midwest 240-Node test distribution system provides granular appliance-level information for all homes in the distribution system (i.e., individual appliances that constitute the home load), and the aggregate of all customer load emulates the actual smart meter data. The performance of the Midwest 240-Node test distribution system is evaluated by comparing the aggregated appliance-level demand with the actual measured smart meter data from the utility. The one-year appliance data has a mean absolute percentage error of 2.58% compared to the measured smart meter data. The test system is modeled in OpenDSS and GridLAB-D and is openly available to researchers to enable demand response and transactive energy studies with active end-users.Fernando Bereta Dos ReisReinaldo TonkoskiBishnu P. BhattaraiTimothy M. HansenIEEEarticleDemand responsedistributed energy managementhome energy managementqueueing load modelsynthetic distribution test systemtransactive energyElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 149506-149519 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Demand response distributed energy management home energy management queueing load model synthetic distribution test system transactive energy Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Demand response distributed energy management home energy management queueing load model synthetic distribution test system transactive energy Electrical engineering. Electronics. Nuclear engineering TK1-9971 Fernando Bereta Dos Reis Reinaldo Tonkoski Bishnu P. Bhattarai Timothy M. Hansen A Real-World Test Distribution System With Appliance-Level Load Data for Demand Response and Transactive Energy Studies
description	Research on demand response and transactive energy systems often require granular, appliance-level demand data. However, there is no existing test system with such appliance-level data with proper temporospatial diversity in a realistic distribution system. This paper develops a 240-node real distribution test system with appliance-level demand data for responsive loads. The residential appliance-level demand data are derived from smart meters connected to 1,120 homes in a real distribution system from Iowa State, hereafter called Midwest 240-Node test distribution system. A queueing load model was used to derive the appliance-level data from the smart meter data. The Midwest 240-Node test distribution system provides granular appliance-level information for all homes in the distribution system (i.e., individual appliances that constitute the home load), and the aggregate of all customer load emulates the actual smart meter data. The performance of the Midwest 240-Node test distribution system is evaluated by comparing the aggregated appliance-level demand with the actual measured smart meter data from the utility. The one-year appliance data has a mean absolute percentage error of 2.58% compared to the measured smart meter data. The test system is modeled in OpenDSS and GridLAB-D and is openly available to researchers to enable demand response and transactive energy studies with active end-users.
format	article
author	Fernando Bereta Dos Reis Reinaldo Tonkoski Bishnu P. Bhattarai Timothy M. Hansen
author_facet	Fernando Bereta Dos Reis Reinaldo Tonkoski Bishnu P. Bhattarai Timothy M. Hansen
author_sort	Fernando Bereta Dos Reis
title	A Real-World Test Distribution System With Appliance-Level Load Data for Demand Response and Transactive Energy Studies
title_short	A Real-World Test Distribution System With Appliance-Level Load Data for Demand Response and Transactive Energy Studies
title_full	A Real-World Test Distribution System With Appliance-Level Load Data for Demand Response and Transactive Energy Studies
title_fullStr	A Real-World Test Distribution System With Appliance-Level Load Data for Demand Response and Transactive Energy Studies
title_full_unstemmed	A Real-World Test Distribution System With Appliance-Level Load Data for Demand Response and Transactive Energy Studies
title_sort	real-world test distribution system with appliance-level load data for demand response and transactive energy studies
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/473fdc574c6e403eb621f9afb4a6aedc
work_keys_str_mv	AT fernandoberetadosreis arealworldtestdistributionsystemwithappliancelevelloaddatafordemandresponseandtransactiveenergystudies AT reinaldotonkoski arealworldtestdistributionsystemwithappliancelevelloaddatafordemandresponseandtransactiveenergystudies AT bishnupbhattarai arealworldtestdistributionsystemwithappliancelevelloaddatafordemandresponseandtransactiveenergystudies AT timothymhansen arealworldtestdistributionsystemwithappliancelevelloaddatafordemandresponseandtransactiveenergystudies AT fernandoberetadosreis realworldtestdistributionsystemwithappliancelevelloaddatafordemandresponseandtransactiveenergystudies AT reinaldotonkoski realworldtestdistributionsystemwithappliancelevelloaddatafordemandresponseandtransactiveenergystudies AT bishnupbhattarai realworldtestdistributionsystemwithappliancelevelloaddatafordemandresponseandtransactiveenergystudies AT timothymhansen realworldtestdistributionsystemwithappliancelevelloaddatafordemandresponseandtransactiveenergystudies
_version_	1718425222405685248

A Real-World Test Distribution System With Appliance-Level Load Data for Demand Response and Transactive Energy Studies

Ejemplares similares