Analysis and Optimization Design of a Solar Water Heating System Based on Life Cycle Cost Using a Genetic Algorithm

This paper presents an optimization method to design a solar water heating (SWH) system based on life cycle cost (LCC). A genetic algorithm is employed to optimize its configuration and sizing as the optimization technique. To ensure that the optimal solution obtained from the proposed method is a p...

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Main Author: Myeong Jin Ko
Format: Article
Language:English
Published: MDPI AG 2015-10-01
Series:Energies
Subjects:
Online Access:http://www.mdpi.com/1996-1073/8/10/11380
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spelling doaj-b7e3a659193141d3b38e5562e5fc887f2020-11-24T22:15:15ZengMDPI AGEnergies1996-10732015-10-01810113801140310.3390/en81011380en81011380Analysis and Optimization Design of a Solar Water Heating System Based on Life Cycle Cost Using a Genetic AlgorithmMyeong Jin Ko0Urban Development Institute, Incheon National University, Incheon 406-772, KoreaThis paper presents an optimization method to design a solar water heating (SWH) system based on life cycle cost (LCC). A genetic algorithm is employed to optimize its configuration and sizing as the optimization technique. To ensure that the optimal solution obtained from the proposed method is a practical design, three constraint conditions, including the energy balance, solar fraction, and available space to install solar collectors, have been set. In addition, the real devices available in the marketplace are considered in the optimization process that searches for optimal configuration and sizing, which is represented by the type and number of each component. By using the proposed method, a SWH system in an office building, South Korea has been designed and optimized. It is observed that a low solar fraction does not always present a decrease in the LCC. A trade-off between the equipment cost and the energy cost results in an optimal design of the SWH system that yields the minimum LCC.http://www.mdpi.com/1996-1073/8/10/11380solar water heating systemgenetic algorithmoptimization designlife cycle cost
collection DOAJ
language English
format Article
sources DOAJ
author Myeong Jin Ko
spellingShingle Myeong Jin Ko
Analysis and Optimization Design of a Solar Water Heating System Based on Life Cycle Cost Using a Genetic Algorithm
Energies
solar water heating system
genetic algorithm
optimization design
life cycle cost
author_facet Myeong Jin Ko
author_sort Myeong Jin Ko
title Analysis and Optimization Design of a Solar Water Heating System Based on Life Cycle Cost Using a Genetic Algorithm
title_short Analysis and Optimization Design of a Solar Water Heating System Based on Life Cycle Cost Using a Genetic Algorithm
title_full Analysis and Optimization Design of a Solar Water Heating System Based on Life Cycle Cost Using a Genetic Algorithm
title_fullStr Analysis and Optimization Design of a Solar Water Heating System Based on Life Cycle Cost Using a Genetic Algorithm
title_full_unstemmed Analysis and Optimization Design of a Solar Water Heating System Based on Life Cycle Cost Using a Genetic Algorithm
title_sort analysis and optimization design of a solar water heating system based on life cycle cost using a genetic algorithm
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2015-10-01
description This paper presents an optimization method to design a solar water heating (SWH) system based on life cycle cost (LCC). A genetic algorithm is employed to optimize its configuration and sizing as the optimization technique. To ensure that the optimal solution obtained from the proposed method is a practical design, three constraint conditions, including the energy balance, solar fraction, and available space to install solar collectors, have been set. In addition, the real devices available in the marketplace are considered in the optimization process that searches for optimal configuration and sizing, which is represented by the type and number of each component. By using the proposed method, a SWH system in an office building, South Korea has been designed and optimized. It is observed that a low solar fraction does not always present a decrease in the LCC. A trade-off between the equipment cost and the energy cost results in an optimal design of the SWH system that yields the minimum LCC.
topic solar water heating system
genetic algorithm
optimization design
life cycle cost
url http://www.mdpi.com/1996-1073/8/10/11380
work_keys_str_mv AT myeongjinko analysisandoptimizationdesignofasolarwaterheatingsystembasedonlifecyclecostusingageneticalgorithm
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