Shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction

Abstract An iterative method based on Shapley Value Cooperative Game Theory is proposed for the calculation of local marginal price (LMP) for each Distributed Generator (DG) bus on a network. The LMP value is determined for each DG on the basis of its contribution to reduce loss and emission reducti...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autor principal:	Venkataramana Veeramsetty
Formato:	article
Lenguaje:	EN
Publicado:	SpringerOpen 2021
Materias:	Distributed Generator (DG) Locational Marginal Price (LMP) Loss reduction Emission reduction Shapley Value Method Decision Making Distribution Company (DISCO) Distribution or transmission of electric power TK3001-3521 Production of electric energy or power. Powerplants. Central stations TK1001-1841
Acceso en línea:	https://doaj.org/article/af7c4313f34c4c938d61ed4bfa8fe5b3
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:af7c4313f34c4c938d61ed4bfa8fe5b3
record_format	dspace
spelling	oai:doaj.org-article:af7c4313f34c4c938d61ed4bfa8fe5b32021-11-14T12:38:47ZShapley value cooperative game theory-based locational marginal price computation for loss and emission reduction10.1186/s41601-021-00211-02367-26172367-0983https://doaj.org/article/af7c4313f34c4c938d61ed4bfa8fe5b32021-11-01T00:00:00Zhttps://doi.org/10.1186/s41601-021-00211-0https://doaj.org/toc/2367-2617https://doaj.org/toc/2367-0983Abstract An iterative method based on Shapley Value Cooperative Game Theory is proposed for the calculation of local marginal price (LMP) for each Distributed Generator (DG) bus on a network. The LMP value is determined for each DG on the basis of its contribution to reduce loss and emission reduction, which is assessed using the Shapley Value approach. The proposed approach enables the Distribution Company (DISCO) decision-maker to operate the network optimally in terms of loss and emission. The proposed method is implemented in the Taiwan Power Company distribution network 7 warnings consisting of 84 buses and 11 feeders in the MATLAB environment. The results show that the proposed approach allows DISCO to operate the network on the basis of its priority between the reduction of active power loss and emission in the networkVenkataramana VeeramsettySpringerOpenarticleDistributed Generator (DG)Locational Marginal Price (LMP)Loss reductionEmission reductionShapley Value Method Decision MakingDistribution Company (DISCO)Distribution or transmission of electric powerTK3001-3521Production of electric energy or power. Powerplants. Central stationsTK1001-1841ENProtection and Control of Modern Power Systems, Vol 6, Iss 1, Pp 1-11 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Distributed Generator (DG) Locational Marginal Price (LMP) Loss reduction Emission reduction Shapley Value Method Decision Making Distribution Company (DISCO) Distribution or transmission of electric power TK3001-3521 Production of electric energy or power. Powerplants. Central stations TK1001-1841
spellingShingle	Distributed Generator (DG) Locational Marginal Price (LMP) Loss reduction Emission reduction Shapley Value Method Decision Making Distribution Company (DISCO) Distribution or transmission of electric power TK3001-3521 Production of electric energy or power. Powerplants. Central stations TK1001-1841 Venkataramana Veeramsetty Shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction
description	Abstract An iterative method based on Shapley Value Cooperative Game Theory is proposed for the calculation of local marginal price (LMP) for each Distributed Generator (DG) bus on a network. The LMP value is determined for each DG on the basis of its contribution to reduce loss and emission reduction, which is assessed using the Shapley Value approach. The proposed approach enables the Distribution Company (DISCO) decision-maker to operate the network optimally in terms of loss and emission. The proposed method is implemented in the Taiwan Power Company distribution network 7 warnings consisting of 84 buses and 11 feeders in the MATLAB environment. The results show that the proposed approach allows DISCO to operate the network on the basis of its priority between the reduction of active power loss and emission in the network
format	article
author	Venkataramana Veeramsetty
author_facet	Venkataramana Veeramsetty
author_sort	Venkataramana Veeramsetty
title	Shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction
title_short	Shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction
title_full	Shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction
title_fullStr	Shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction
title_full_unstemmed	Shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction
title_sort	shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction
publisher	SpringerOpen
publishDate	2021
url	https://doaj.org/article/af7c4313f34c4c938d61ed4bfa8fe5b3
work_keys_str_mv	AT venkataramanaveeramsetty shapleyvaluecooperativegametheorybasedlocationalmarginalpricecomputationforlossandemissionreduction
_version_	1718429124207312896

Shapley value cooperative game theory-based locational marginal price computation for loss and emission reduction

Ejemplares similares