Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear Programming

<p class="icsmkeywords">Reduction of fossil resources, increasing the production of greenhouse gas emissions and demand growth lead to greater use of distributed energy resources in power system especially in distribution networks. Integrating these resources in order to supply local...

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Main Authors: Samira Salahi, Salah Bahramara
Format: Article
Language:English
Published: Diponegoro University 2016-08-01
Series:International Journal of Renewable Energy Development
Subjects:
Online Access:http://ejournal.undip.ac.id/index.php/ijred/article/view/10516
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spelling doaj-c49bd66fb9694deab818ed07672e92302021-01-02T13:34:45ZengDiponegoro UniversityInternational Journal of Renewable Energy Development2252-49402016-08-015213914910.14710/ijred.5.2.139-1499279Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear ProgrammingSamira SalahiSalah Bahramara<p class="icsmkeywords">Reduction of fossil resources, increasing the production of greenhouse gas emissions and demand growth lead to greater use of distributed energy resources in power system especially in distribution networks. Integrating these resources in order to supply local loads creates a new concept called micro-grid. Optimal operation of micro-grid in the specific time period is one of the most important problems of them. In this paper, the operation problem of micro-grids is modeled considering the economical, technical and environmental issues, as well as uncertainties related to loads, wind speed and solar radiation. The resulting model is a Mixed-Integer Non-Linear Programming (MINLP). To demonstrate the effectiveness of the proposed model, Bisheh village in Iran is considered as a case study. The results showed that considering load curtailment costs, the power losses of the main grid, the penalties of pollutant gasses emissions and the elimination of energy subsides will tremendous impacts on the operation of microgrids.</p><p class="icsmkeywords"> </p><p><strong>Article History</strong>: Received March 12, 2016; Received in revised form June 20, 2016; Accepted July 2<sup>nd</sup> 2016; Available online</p> <p><strong>How to Cite This Article</strong>: Salahi, S., and Bahramara, S. (2016) Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear Programming. Int. Journal of Renewable Energy Development, 5(2), 139-149.</p> <p><a href="http://dx.doi.org/10.14710/ijred.5.2.139-149">http://dx.doi.org/10.14710/ijred.5.2.139-149</a></p><p class="icsmkeywords"> </p>http://ejournal.undip.ac.id/index.php/ijred/article/view/10516Micro-grid, Optimal operation, Renewable energy sources, Pollutant emission cost
collection DOAJ
language English
format Article
sources DOAJ
author Samira Salahi
Salah Bahramara
spellingShingle Samira Salahi
Salah Bahramara
Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear Programming
International Journal of Renewable Energy Development
Micro-grid, Optimal operation, Renewable energy sources, Pollutant emission cost
author_facet Samira Salahi
Salah Bahramara
author_sort Samira Salahi
title Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear Programming
title_short Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear Programming
title_full Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear Programming
title_fullStr Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear Programming
title_full_unstemmed Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear Programming
title_sort modeling operation problem of micro-grids considering economical, technical and environmental issues as mixed-integer non-linear programming
publisher Diponegoro University
series International Journal of Renewable Energy Development
issn 2252-4940
publishDate 2016-08-01
description <p class="icsmkeywords">Reduction of fossil resources, increasing the production of greenhouse gas emissions and demand growth lead to greater use of distributed energy resources in power system especially in distribution networks. Integrating these resources in order to supply local loads creates a new concept called micro-grid. Optimal operation of micro-grid in the specific time period is one of the most important problems of them. In this paper, the operation problem of micro-grids is modeled considering the economical, technical and environmental issues, as well as uncertainties related to loads, wind speed and solar radiation. The resulting model is a Mixed-Integer Non-Linear Programming (MINLP). To demonstrate the effectiveness of the proposed model, Bisheh village in Iran is considered as a case study. The results showed that considering load curtailment costs, the power losses of the main grid, the penalties of pollutant gasses emissions and the elimination of energy subsides will tremendous impacts on the operation of microgrids.</p><p class="icsmkeywords"> </p><p><strong>Article History</strong>: Received March 12, 2016; Received in revised form June 20, 2016; Accepted July 2<sup>nd</sup> 2016; Available online</p> <p><strong>How to Cite This Article</strong>: Salahi, S., and Bahramara, S. (2016) Modeling Operation Problem of Micro-grids Considering Economical, Technical and Environmental issues as Mixed-Integer Non-Linear Programming. Int. Journal of Renewable Energy Development, 5(2), 139-149.</p> <p><a href="http://dx.doi.org/10.14710/ijred.5.2.139-149">http://dx.doi.org/10.14710/ijred.5.2.139-149</a></p><p class="icsmkeywords"> </p>
topic Micro-grid, Optimal operation, Renewable energy sources, Pollutant emission cost
url http://ejournal.undip.ac.id/index.php/ijred/article/view/10516
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AT salahbahramara modelingoperationproblemofmicrogridsconsideringeconomicaltechnicalandenvironmentalissuesasmixedintegernonlinearprogramming
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