Multi-objective optimization of energy and thermal comfort using insulation and phase change materials in residential buildings

Behzadi Hamooleh, Mahmoud; Torabi, Amir; Baghoolizadeh, Mohammadreza

doi:10.1016/j.buildenv.2024.111774

Building and Environment

2024

DOI: 10.1016/j.buildenv.2024.111774

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Multi-objective optimization of energy and thermal comfort using insulation and phase change materials in residential buildings

Mahmoud Behzadi Hamooleh,

Amir Torabi,

Mohammadreza Baghoolizadeh

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2024

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Cited by 4 publications

References 36 publications

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Optimizing support vector regression using grey wolf optimizer for enhancing energy efficiency and building prototype architecture

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Optimizing support vector regression using grey wolf optimizer for enhancing energy efficiency and building prototype architecture

Sakib,

Ahmad,

Anwar

et al. 2024

Cluster Comput

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User-centric approach to optimizing thermal comfort in university classrooms: Utilizing computer vision and Q-XGBoost reinforcement learning

Haifeng,

(Cynthia) Hou,

Gou

2024

Energy and Buildings

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Historical Evolution and Current Developments in Building Thermal Insulation Materials—A Review

Klemczak,

Kucharczyk-Brus,

Sulimowska

et al. 2024

Energies

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The European Climate Law mandates a 55% reduction in CO2 emissions by 2030, intending to achieve climate neutrality by 2050. To meet these targets, there is a strong focus on reducing energy consumption in buildings, particularly for heating and cooling, which are the primary drivers of energy use and greenhouse gas emissions. As a result, the demand for energy-efficient and sustainable buildings is increasing, and thermal insulation plays a crucial role in minimizing energy consumption for both winter heating and summer cooling. This review explores the historical development of thermal insulation materials, beginning with natural options such as straw, wool, and clay, progressing to materials like cork, asbestos, and mineral wool, and culminating in synthetic insulators such as fiberglass and polystyrene. The review also examines innovative materials like polyurethane foam, vacuum insulation panels, and cement foams enhanced with phase change materials. Additionally, it highlights the renewed interest in environmentally friendly materials like cellulose, hemp, and sheep wool. The current challenges in developing sustainable, high-performance building solutions are discussed, including the implementation of the 6R principles for insulating materials. Finally, the review not only traces the historical evolution of insulation materials but also provides various classifications and summarizes emerging aspects in the field.

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Multi-objective optimization of energy and thermal comfort using insulation and phase change materials in residential buildings

Cited by 4 publications

References 36 publications

Optimizing support vector regression using grey wolf optimizer for enhancing energy efficiency and building prototype architecture

Optimizing support vector regression using grey wolf optimizer for enhancing energy efficiency and building prototype architecture

User-centric approach to optimizing thermal comfort in university classrooms: Utilizing computer vision and Q-XGBoost reinforcement learning

Historical Evolution and Current Developments in Building Thermal Insulation Materials—A Review

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