Coordinated Operation of the Constituent Components of a Community Energy System to Maximize Benefits While considering the Network Constraints

Smart community with locally generated renewable energy is a new paradigm that leads to a system that is more sustainable, secure, and cost-effective to the community while enabling connection of more distributed energy resources. In this paper, a method to maximize the utilization of the renewables...

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Main Authors: A. H. Wijethunge, J. V. Wijayakulasooriya, J. B. Ekanayake, A. Polpitiya
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Journal of Electrical and Computer Engineering
Online Access:http://dx.doi.org/10.1155/2019/5874962
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spelling doaj-07adf5cf568c44658d4bb3c7ddabb7012021-07-02T03:42:17ZengHindawi LimitedJournal of Electrical and Computer Engineering2090-01472090-01552019-01-01201910.1155/2019/58749625874962Coordinated Operation of the Constituent Components of a Community Energy System to Maximize Benefits While considering the Network ConstraintsA. H. Wijethunge0J. V. Wijayakulasooriya1J. B. Ekanayake2A. Polpitiya3Department of Electrical and Electronic Eng., University of Peradeniya, Peradeniya, Sri LankaDepartment of Electrical and Electronic Eng., University of Peradeniya, Peradeniya, Sri LankaDepartment of Electrical and Electronic Eng., University of Peradeniya, Peradeniya, Sri LankaSri Lanka Technological Campus, Padduka, Sri LankaSmart community with locally generated renewable energy is a new paradigm that leads to a system that is more sustainable, secure, and cost-effective to the community while enabling connection of more distributed energy resources. In this paper, a method to maximize the utilization of the renewables while maximizing the profit of a smart community within system constraints was suggested by introducing an optimum schedule of smart appliances in the community. Further dynamic line rating of the network connection is considered to investigate the advantage of using the dynamic rating against static rating. Different operating modes based on the variations of available renewable energy generation, wind speed, tariff, grid curtailment, and user preferences were investigated. A modified genetic algorithm-based optimization was implemented to obtain the optimum smart community’s appliance schedule. The optimum appliance schedules were obtained considering different case studies representing possible operating modes of the system. The simulations show that the use of dynamic line rating and optimum appliance schedule provide higher profit to the community. The algorithm managed to run the optimization with 12,500 controllable entities within an average execution time of 2000s.http://dx.doi.org/10.1155/2019/5874962
collection DOAJ
language English
format Article
sources DOAJ
author A. H. Wijethunge
J. V. Wijayakulasooriya
J. B. Ekanayake
A. Polpitiya
spellingShingle A. H. Wijethunge
J. V. Wijayakulasooriya
J. B. Ekanayake
A. Polpitiya
Coordinated Operation of the Constituent Components of a Community Energy System to Maximize Benefits While considering the Network Constraints
Journal of Electrical and Computer Engineering
author_facet A. H. Wijethunge
J. V. Wijayakulasooriya
J. B. Ekanayake
A. Polpitiya
author_sort A. H. Wijethunge
title Coordinated Operation of the Constituent Components of a Community Energy System to Maximize Benefits While considering the Network Constraints
title_short Coordinated Operation of the Constituent Components of a Community Energy System to Maximize Benefits While considering the Network Constraints
title_full Coordinated Operation of the Constituent Components of a Community Energy System to Maximize Benefits While considering the Network Constraints
title_fullStr Coordinated Operation of the Constituent Components of a Community Energy System to Maximize Benefits While considering the Network Constraints
title_full_unstemmed Coordinated Operation of the Constituent Components of a Community Energy System to Maximize Benefits While considering the Network Constraints
title_sort coordinated operation of the constituent components of a community energy system to maximize benefits while considering the network constraints
publisher Hindawi Limited
series Journal of Electrical and Computer Engineering
issn 2090-0147
2090-0155
publishDate 2019-01-01
description Smart community with locally generated renewable energy is a new paradigm that leads to a system that is more sustainable, secure, and cost-effective to the community while enabling connection of more distributed energy resources. In this paper, a method to maximize the utilization of the renewables while maximizing the profit of a smart community within system constraints was suggested by introducing an optimum schedule of smart appliances in the community. Further dynamic line rating of the network connection is considered to investigate the advantage of using the dynamic rating against static rating. Different operating modes based on the variations of available renewable energy generation, wind speed, tariff, grid curtailment, and user preferences were investigated. A modified genetic algorithm-based optimization was implemented to obtain the optimum smart community’s appliance schedule. The optimum appliance schedules were obtained considering different case studies representing possible operating modes of the system. The simulations show that the use of dynamic line rating and optimum appliance schedule provide higher profit to the community. The algorithm managed to run the optimization with 12,500 controllable entities within an average execution time of 2000s.
url http://dx.doi.org/10.1155/2019/5874962
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