Multi-objective optimization of energy-efficient retrofitting strategies for single-family residential homes: Minimizing energy consumption, CO2 emissions and retrofit costs
Permanent lenke
https://hdl.handle.net/10037/31750Dato
2023-09-08Type
Journal articleTidsskriftartikkel
Peer reviewed
Sammendrag
The retrofitting of buildings for improved energy efficiency has been recognized as crucial for achieving
climate mitigation goals in Bosnia and Herzegovina (B&H). However, performing multi-objective
optimizations for retrofitting existing buildings poses challenges, as it requires balancing conflicting
objectives such as retrofit costs, energy savings, and CO2 reduction. To tackle this challenge, we
employed a multi-objective analysis approach that aims to identify Pareto-optimal solutions for
retrofitting, striking a balance between energy consumption, CO2 emissions, and retrofit costs. In
this study, we utilized a combination of Full Factorial Design (FFD) and the state-of-the-art NSGA-III
framework to evaluate energy-efficient (EE) retrofit strategies for residential buildings in B&H. The
analysis was based on the existing building database from the national TABULA study, serving as
a fundamental reference. By analyzing this data, we aimed to determine the optimal approach for
EE retrofitting in single-family homes (SFH). Key results indicate that upgrading external walls and
improving heating system efficiency are the most effective measures for reducing energy consumption
and CO2 emissions. However, these measures come with higher retrofit costs. A multi-objective
optimization approach identifies a set of non-dominated solutions representing energy efficiency
retrofit measures with the lowest specific final energy for heating, specific CO2 emissions, and overall
retrofit costs. The top-ranked set of measures achieves a Simple Payback Period (SPP) of 19.9 years.
The insights gained from this study are intended to provide valuable guidance to decision-makers
in formulating cost-effective and energy-efficient retrofitting strategies that simultaneously minimize
annual energy consumption, CO2 emissions, and retrofit costs.
Forlag
ElsevierSitering
Kadrić, Aganovic, Kadrić. Multi-objective optimization of energy-efficient retrofitting strategies for single-family residential homes: Minimizing energy consumption, CO2 emissions and retrofit costs. Energy Reports. 2023;10:1968-1981Metadata
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