Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from Chile

In this paper, a stochastic simulation model for a standalone PV system sizing is replicated and extended to supply a dairy’s power demand. A detailed hourly-based simulation is conducted considering an hourly load profile and global solar radiation prediction model. The stochastic simulation model...

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Main Authors: Pablo Viveros, Francisco Wulff, Fredy Kristjanpoller, Christopher Nikulin, Tomás Grubessich
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/5792782
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spelling doaj-c3c069783f514c96b172819db851169b2020-12-21T11:41:27ZengHindawi-WileyComplexity1076-27871099-05262020-01-01202010.1155/2020/57927825792782Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from ChilePablo Viveros0Francisco Wulff1Fredy Kristjanpoller2Christopher Nikulin3Tomás Grubessich4Department of Industrial Engineering, Universidad Técnica Federico Santa María, Avenida España, Valparaíso 1680, ChileDepartment of Industrial Engineering, Universidad Técnica Federico Santa María, Avenida España, Valparaíso 1680, ChileDepartment of Industrial Engineering, Universidad Técnica Federico Santa María, Avenida España, Valparaíso 1680, ChileProduct Design Engineering Department, Universidad Técnica Federico Santa María, Avenida España, Valparaíso 1680, ChileDepartment of Industrial Engineering, Universidad Técnica Federico Santa María, Avenida España, Valparaíso 1680, ChileIn this paper, a stochastic simulation model for a standalone PV system sizing is replicated and extended to supply a dairy’s power demand. A detailed hourly-based simulation is conducted considering an hourly load profile and global solar radiation prediction model. The stochastic simulation model is based on a thorough statistical analysis of the solar radiation data and simulates the energy yield, the excess energy curtailed, and the state of charge of the batteries for the sizing month and the whole year, providing the designer autonomy factor values d to properly size the PV system, finding the optimum combination of installed peak power Pm and battery storage capacity CL that meets the application load requirements, considering a preset reliability level at minimum cost. The model makes use of the NASA’S Surface Meteorology and Solar Energy database to obtain solar radiation data. Results show a substantial reduction of 44% in installed peak power and battery storage capacity when compared to conventional methodologies, considering three days of autonomy, and an 85% reduction considering four days. Considering the goodness of fit test results, the Wakeby distribution best represents the behavior of historical solar radiation data for the site in almost half of the months. This article seeks to contribute to the literature gap in the application of methodologies for the multicomponent power supply in the dairy industry through the use of renewable energy.http://dx.doi.org/10.1155/2020/5792782
collection DOAJ
language English
format Article
sources DOAJ
author Pablo Viveros
Francisco Wulff
Fredy Kristjanpoller
Christopher Nikulin
Tomás Grubessich
spellingShingle Pablo Viveros
Francisco Wulff
Fredy Kristjanpoller
Christopher Nikulin
Tomás Grubessich
Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from Chile
Complexity
author_facet Pablo Viveros
Francisco Wulff
Fredy Kristjanpoller
Christopher Nikulin
Tomás Grubessich
author_sort Pablo Viveros
title Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from Chile
title_short Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from Chile
title_full Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from Chile
title_fullStr Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from Chile
title_full_unstemmed Sizing of a Standalone PV System with Battery Storage for a Dairy: A Case Study from Chile
title_sort sizing of a standalone pv system with battery storage for a dairy: a case study from chile
publisher Hindawi-Wiley
series Complexity
issn 1076-2787
1099-0526
publishDate 2020-01-01
description In this paper, a stochastic simulation model for a standalone PV system sizing is replicated and extended to supply a dairy’s power demand. A detailed hourly-based simulation is conducted considering an hourly load profile and global solar radiation prediction model. The stochastic simulation model is based on a thorough statistical analysis of the solar radiation data and simulates the energy yield, the excess energy curtailed, and the state of charge of the batteries for the sizing month and the whole year, providing the designer autonomy factor values d to properly size the PV system, finding the optimum combination of installed peak power Pm and battery storage capacity CL that meets the application load requirements, considering a preset reliability level at minimum cost. The model makes use of the NASA’S Surface Meteorology and Solar Energy database to obtain solar radiation data. Results show a substantial reduction of 44% in installed peak power and battery storage capacity when compared to conventional methodologies, considering three days of autonomy, and an 85% reduction considering four days. Considering the goodness of fit test results, the Wakeby distribution best represents the behavior of historical solar radiation data for the site in almost half of the months. This article seeks to contribute to the literature gap in the application of methodologies for the multicomponent power supply in the dairy industry through the use of renewable energy.
url http://dx.doi.org/10.1155/2020/5792782
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