Selection of optimization objectives for decision-making in building energy retrofits

Building energy retrofitting has emerged as a primary strategy for reducing energy use and carbon emissions. The decision about which retrofit measures should be implemented in a particular project is a single- or multi-objective optimization problem subject to many constraints and limitations. Diff...

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Published inBuilding and environment Vol. 130; pp. 94 - 103
Main Authors Jafari, Amirhosein, Valentin, Vanessa
Format Journal Article
LanguageEnglish
Published Oxford Elsevier Ltd 15.02.2018
Elsevier BV
Subjects
Online AccessGet full text
ISSN0360-1323
1873-684X
DOI10.1016/j.buildenv.2017.12.027

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Abstract Building energy retrofitting has emerged as a primary strategy for reducing energy use and carbon emissions. The decision about which retrofit measures should be implemented in a particular project is a single- or multi-objective optimization problem subject to many constraints and limitations. Different objective(s) have been used in the literature, however the identification and selection of the objective(s) for this optimization problem is still a challenge. This study develops a decision matrix that guides decision-makers on how to select the objective(s) for a single- or multi-objective optimization problem that results in the selection of the best energy retrofitting strategy, by considering and defining the “investor benefits” term, the type of potential investors, and the type of potential benefits of building energy retrofits. Four types of investors are considered in this study: owner-occupant, absent owner, leaser, and external investor. In addition, a case study is used to illustrate how different types of investors may affect the selection of objective functions and, therefore, the final decisions for optimum energy retrofits. Results show that when the investor is the owner-occupant, a higher investment is suggested for energy retrofits to achieve optimum benefits. •The investor benefits has been neglected on decision making for energy retrofits.•A decision matrix that guides on how to select the objective function(s) is proposed.•The matrix relates energy retrofitting benefits to identified potential investors.•A higher energy retrofitting investment is suggested for owner-occupant investor.
AbstractList Building energy retrofitting has emerged as a primary strategy for reducing energy use and carbon emissions. The decision about which retrofit measures should be implemented in a particular project is a single- or multi-objective optimization problem subject to many constraints and limitations. Different objective(s) have been used in the literature, however the identification and selection of the objective(s) for this optimization problem is still a challenge. This study develops a decision matrix that guides decision-makers on how to select the objective(s) for a single- or multi-objective optimization problem that results in the selection of the best energy retrofitting strategy, by considering and defining the "investor benefits" term, the type of potential investors, and the type of potential benefits of building energy retrofits. Four types of investors are considered in this study: owner-occupant, absent owner, leaser, and external investor. In addition, a case study is used to illustrate how different types of investors may affect the selection of objective functions and, therefore, the final decisions for optimum energy retrofits. Results show that when the investor is the owner-occupant, a higher investment is suggested for energy retrofits to achieve optimum benefits.
Building energy retrofitting has emerged as a primary strategy for reducing energy use and carbon emissions. The decision about which retrofit measures should be implemented in a particular project is a single- or multi-objective optimization problem subject to many constraints and limitations. Different objective(s) have been used in the literature, however the identification and selection of the objective(s) for this optimization problem is still a challenge. This study develops a decision matrix that guides decision-makers on how to select the objective(s) for a single- or multi-objective optimization problem that results in the selection of the best energy retrofitting strategy, by considering and defining the “investor benefits” term, the type of potential investors, and the type of potential benefits of building energy retrofits. Four types of investors are considered in this study: owner-occupant, absent owner, leaser, and external investor. In addition, a case study is used to illustrate how different types of investors may affect the selection of objective functions and, therefore, the final decisions for optimum energy retrofits. Results show that when the investor is the owner-occupant, a higher investment is suggested for energy retrofits to achieve optimum benefits. •The investor benefits has been neglected on decision making for energy retrofits.•A decision matrix that guides on how to select the objective function(s) is proposed.•The matrix relates energy retrofitting benefits to identified potential investors.•A higher energy retrofitting investment is suggested for owner-occupant investor.
Author Jafari, Amirhosein
Valentin, Vanessa
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Snippet Building energy retrofitting has emerged as a primary strategy for reducing energy use and carbon emissions. The decision about which retrofit measures should...
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SubjectTerms Buildings
Decision making
Decision matrix
Emission measurements
Emissions control
Energy
Energy consumption
Energy efficiency
Energy retrofits
Investment
Multiple objective analysis
Objective function
Optimization
Optimization algorithms
Retrofitting
Studies
Title Selection of optimization objectives for decision-making in building energy retrofits
URI https://dx.doi.org/10.1016/j.buildenv.2017.12.027
https://www.proquest.com/docview/2012061633
Volume 130
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