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4,725 Results Found

  • Article
  • Open Access
2 Citations
4,693 Views
18 Pages

31 December 2023

Building design optimization is a highly complex problem, requiring long computational running processes because of the many options that exist when a building is being designed. This paper introduces an integrated approach through which to perform t...

(This article belongs to the Special Issue Advanced Building Technologies for Energy Savings and Decarbonization)
  • Review
  • Open Access
49 Citations
10,430 Views
42 Pages

12 January 2022

Due to negative environmental impacts caused by the building industry, sustainable buildings have recently become one of the most investigated fields in research. As the design technique itself is mainly responsible for building performance, building...

  • Article
  • Open Access
6 Citations
2,578 Views
18 Pages

Design Optimization of Building Exit Locations Based on Building Information Model and Ontology

  • Xuefeng Zhao,
  • Lingli Huang,
  • Zhe Sun,
  • Xiongtao Fan and
  • Meng Zhang

27 August 2023

There are usually multiple functional spaces that meet different usage needs on each building floor. The number of people in different functional spaces varies, resulting in an uneven distribution of people on each floors. When the building is subjec...

  • Article
  • Open Access
17 Citations
6,885 Views
16 Pages

Optimization of Green Building Design Processes: Case Studies within the European Union

  • Alessandro Orsi,
  • Ignacio Guillén-Guillamón and
  • Eugenio Pellicer

14 March 2020

Green buildings have recently become a key aspect of the construction field and bring along a renovation of the whole industry chain. Such changes introduce new challenges for all subjects involved, and designers are also affected by such issues, esp...

(This article belongs to the Section Sustainable Urban and Rural Development)
  • Article
  • Open Access
15 Citations
5,189 Views
26 Pages

21 September 2020

This paper proposes an optimization process based on a parametric platform for building climate responsive design. Taking residential buildings in six typical American cities as examples, it proposes thermal environment comfort (Discomfort Hour, DH),...

(This article belongs to the Section Evolutionary Algorithms and Machine Learning)
  • Article
  • Open Access
56 Citations
7,084 Views
24 Pages

2 April 2020

The energy performance of buildings especially public buildings needs to be optimized together with environmental, social and cost performance, which can be achieved by the multiobjective optimization method. The traditional building performance simu...

(This article belongs to the Special Issue Efficiency and Optimization of Buildings Energy Consumption)
  • Article
  • Open Access
1 Citations
491 Views
33 Pages

Multi-Objective Optimization for Cost-Effective Low-Carbon Building Design

  • Rolains Golchimard Elenga,
  • Qingbiao Wang,
  • Kehinde Zacheaus Babalola,
  • Daolu Quan and ,
  • Hao Lv and
  • Pengyue Wang
  • + 1 author+ 0 author

11 September 2026

Residential buildings account for a substantial share of global energy consumption and carbon emissions. This study proposes a climate-responsive multi-objective optimisation framework for identifying optimal low-carbon residential building designs a...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
34 Citations
21,104 Views
20 Pages

6 December 2019

For sustainable building design, performance-based optimization incorporating parametric modelling and evolutionary optimization can allow architects to leverage building massing design to improve energy performance. However, two key challenges make...

(This article belongs to the Section Sustainable Engineering and Science)
  • Article
  • Open Access
1 Citations
1,805 Views
28 Pages

25 August 2025

With the continuous maturation of prefabricated buildings, the errors and efficiency issues in the design of prefabricated buildings have gradually drawn the attention of architectural designers. The characteristics of standardized design for prefabr...

(This article belongs to the Special Issue Digital Transformation in the Architecture, Engineering and Construction (AEC) Industry)
  • Article
  • Open Access
5 Citations
4,032 Views
19 Pages

7 September 2021

In a subtropical climate like that of Taiwan, the high temperature and humid environmental conditions often result in discomfort and health effects for building occupants. With regard to building geometry, the wind environment and thermal comfort ass...

(This article belongs to the Section Green Building)
  • Article
  • Open Access
43 Citations
6,849 Views
20 Pages

Design Optimization of a Passive Building with Green Roof through Machine Learning and Group Intelligent Algorithm

  • Yaolin Lin,
  • Luqi Zhao,
  • Xiaohong Liu,
  • Wei Yang and ,
  • Xiaoli Hao and
  • Lin Tian
  • + 1 author+ 0 author

This paper proposed an optimization method to minimize the building energy consumption and visual discomfort for a passive building in Shanghai, China. A total of 35 design parameters relating to building form, envelope properties, thermostat setting...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
18 Citations
5,929 Views
25 Pages

28 February 2023

Building atrium design is crucial to maintaining a sustainable built environment and providing thermal comfort to occupants. This study proposes a parametric framework to optimize the atrium’s geometry for environmental performance and thermal...

(This article belongs to the Section Green Building)
  • Article
  • Open Access
139 Views
38 Pages

14 October 2026

Building performance optimization is a process aimed at obtaining optimal design parameter combination. The establishment of optimization objectives serves as the foundation for constructing the optimization logic, guiding the direction of building p...

(This article belongs to the Special Issue Integrating AI for Intelligent, Adaptive, and Energy-Efficient Building Design)
  • Article
  • Open Access
60 Citations
10,967 Views
18 Pages

Operational uncertainties play a critical role in determining potential pathways to reduce the building energy footprint in the Global South. This paper presents the application of a non-dominated sorting genetic (NSGA II) algorithm for multi-objecti...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
695 Views
23 Pages

AI-Driven Multi-Objective Optimization for Cost-Effective Design of Passive-Oriented Nearly Zero-Energy Building in Chengdu

  • Chunjian Wang,
  • Qidi Jiang,
  • Jingshu Kong,
  • Cheng Liu and ,
  • Wenjun Hu and
  • Jarek Kurnitski
  • + 1 author+ 0 author

18 April 2026

The construction sector’s transition to carbon neutrality requires innovative strategies to address the performance and cost challenges of advanced building designs, such as passive-oriented nearly zero-energy buildings. This study proposes an...

(This article belongs to the Special Issue Next-Gen Risk Management: AI-Driven Solutions for Engineering and Construction Projects)
  • Article
  • Open Access
21 Citations
3,456 Views
17 Pages

The interior of an underground atrium is often a combination of multiple design elements. The lack of methodology and quantitative data support makes it impossible for developers and operators to know the public’s preferences for further renova...

(This article belongs to the Special Issue Tunnel Construction and Underground Space Technology)
  • Article
  • Open Access
2,026 Views
23 Pages

9 October 2025

As the core space for students’ daily living and learning, the quality of the indoor wind environment and air quality in dormitory buildings is particularly critical. However, existing studies often neglect natural ventilation optimization unde...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
2 Citations
1,643 Views
21 Pages

19 November 2025

This study presents a comprehensive seismic performance assessment and performance-based seismic design (PBSD) optimization for a 21-story Science and Innovation Building with three basement levels, characterized by pronounced plan and vertical irreg...

(This article belongs to the Section Building Structures)
  • Article
  • Open Access
8 Citations
2,859 Views
27 Pages

EnergAI: A Large Language Model-Driven Generative Design Method for Early-Stage Building Energy Optimization

  • Jing Zhong,
  • Peilin Li,
  • Ran Luo,
  • Jun Yin and ,
  • Yizhen Ding,
  • Junjie Bai,
  • Chuxiang Hong,
  • Xiang Deng,
  • Xintong Ma and
  • Shuai Lu
  • + 5 authors+ 0 author

10 November 2025

The early stage of architectural design plays a decisive role in determining building energy performance, yet conventional evaluation is typically deferred to later phases, restricting timely and data-informed feedback. This paper proposes EnergAI, a...

(This article belongs to the Section A: Sustainable Energy)
  • Review
  • Open Access
15 Citations
4,653 Views
42 Pages

This comprehensive review critically examines current methodologies and optimization strategies for designing indoor thermal environments in educational buildings amid the challenges of global climate change and energy demands. The paper evaluates ex...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
32 Citations
6,127 Views
26 Pages

18 July 2017

Building energy design is a multi-objective optimization problem where collective and private perspectives conflict each other. For instance, whereas the collectivity pursues the minimization of environmental impact, the private pursues the maximizat...

(This article belongs to the Special Issue Zero-Carbon Buildings)
  • Article
  • Open Access
27 Citations
7,183 Views
23 Pages

Multi-Objective Optimization of Building Environmental Performance: An Integrated Parametric Design Method Based on Machine Learning Approaches

  • Yijun Lu,
  • Wei Wu,
  • Xuechuan Geng,
  • Yanchen Liu and ,
  • Hao Zheng and
  • Miaomiao Hou
  • + 1 author+ 0 author

25 September 2022

Reducing energy consumption while providing a high-quality environment for building occupants has become an important target worthy of consideration in the pre-design stage. A reasonable design can achieve both better performance and energy conservat...

(This article belongs to the Special Issue Thermal Environment and Energy Saving in Buildings)
  • Article
  • Open Access
616 Views
39 Pages

12 August 2026

The construction sector accounts for around 40% of global energy usage and surpasses 36% of carbon emissions, highlighting the urgent need for improved renovation strategies. This research presents an AI-enabled generative design optimization framewo...

(This article belongs to the Special Issue Intelligent Sustainable Built Environments: AI, Robotics, and Digital Twins for Net-Zero Futures)
  • Article
  • Open Access
2 Citations
1,646 Views
22 Pages

13 August 2025

Achieving zero-energy buildings (ZEBs) requires the appropriate planning of renewable energy systems, particularly photovoltaic (PV) systems, from the early design stage (EDS). Conventional PV system design tools have limitations, including insuffici...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
22 Citations
11,212 Views
32 Pages

This study sought to optimize the envelope thermal design of free-running urban residential buildings in Malawi. It specifically set out to improve the urban residential buildings’ thermal comfort and suggest optimal envelope thermal design features...

  • Article
  • Open Access
1,792 Views
25 Pages

Intelligent Optimal Seismic Design of Buildings Based on the Inversion of Artificial Neural Networks

  • Augusto Montisci,
  • Francesca Pibi,
  • Maria Cristina Porcu and
  • Juan Carlos Vielma

4 October 2025

The growing need for safe, cheap and sustainable earthquake-resistant buildings means that efficient methods for optimal seismic design must be found. The complexity and nonlinearity of the problem can be addressed using advanced automated techniques...

(This article belongs to the Section Civil Engineering)
  • Article
  • Open Access
11 Citations
3,752 Views
15 Pages

Optimized Design of Floor Plan and Components of Prefabricated Building with Energy-Cost Effect

  • Juanli Guo,
  • Mingchen Li,
  • Zixin Jiang,
  • Zhoupeng Wang and
  • Yangkong Zhou

8 April 2022

Optimizing building performance and economic benefits through feedback in building design is a hot topic in current academic research. However, few studies on prefabricated buildings have been undertaken in this field. Meanwhile, the methodology used...

(This article belongs to the Topic Artificial Intelligence (AI) Applied in Civil Engineering)
  • Review
  • Open Access
49 Citations
10,003 Views
47 Pages

1 September 2021

Optimizing the building performance at the early design stage is justified as a promising approach to achieve many sustainable design goals in buildings; in particular, it opens a new era of attractive energy-efficient design for designers and archit...

(This article belongs to the Special Issue Sustainable Urban Environment and Building Energy Efficiency)
  • Article
  • Open Access
3 Citations
1,843 Views
25 Pages

20 October 2025

Improving building energy efficiency has become essential for reducing global greenhouse gas emissions. (1) Background: We aim to strengthen early-stage collaboration among stakeholders based on integrated design principles, rather than relying solel...

(This article belongs to the Section Energy Science and Technology)
  • Systematic Review
  • Open Access
297 Views
74 Pages

From Traditional Passive Design to Artificial Intelligence-Based Optimization: A Systematic Review of Passive Design in Residential Buildings

  • Juan Serrano-Arellano,
  • Yamila Caridad Rodríguez Gómez,
  • María Isabel Hernández-López,
  • Francisco Noé Demesa-López and ,
  • Griselda Stephany Abarca-Jiménez,
  • Karla María Aguilar Castro and
  • Juan Manuel Belman-Flores
  • + 2 authors+ 0 author

9 October 2026

Buildings account for a significant share of global energy consumption and greenhouse gas emissions, highlighting the importance of passive design strategies for improving residential energy efficiency and thermal comfort. This systematic review, con...

(This article belongs to the Special Issue Sustainable Urban Housing: Adaptive Thermal Comfort in a Changing Climate)
  • Article
  • Open Access
1 Citations
497 Views
21 Pages

Sentry box buildings present excessive energy consumption and poor thermal comfort due to the lightweight envelope. Therefore, a framework integrating passive design with multi-objective optimization and cascading active airflow mode optimization for...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
13 Citations
5,748 Views
14 Pages

Optimal Design of Earthquake-Resistant Buildings Based on Neural Network Inversion

  • Carlo Calledda,
  • Augusto Montisci and
  • Maria Cristina Porcu

19 May 2021

An effective seismic design entails many issues related to the capacity-based assessment of the non-linear structural response under strong earthquakes. While very powerful structural calculation programs are available to assist the designer in the c...

  • Article
  • Open Access
12 Citations
3,494 Views
34 Pages

7 March 2025

With a focus on reducing building energy consumption, approaches that simultaneously optimize multiple passive design parameters in industrial buildings have received limited attention. Most existing studies tend to examine building geometry or indiv...

(This article belongs to the Section Green Building)
  • Article
  • Open Access
1 Citations
933 Views
32 Pages

23 June 2026

Early-stage residential building design in dense urban environments involves complex interactions among zoning regulations, geometric configuration, environmental performance, and economic feasibility. Conventional CAD–spreadsheet workflows and...

(This article belongs to the Special Issue Sustainable Construction Through Utilization of Optimization Tools and Experimental Methods: 2nd Edition)
  • Article
  • Open Access
16 Citations
5,173 Views
22 Pages

The spatial layout and arrangement of obstacles in the built environment significantly affect its evacuation performance. However, few researchers focus on pedestrian simulation-based design optimization of built environment under emergency evacuatio...

(This article belongs to the Special Issue Advanced Technologies for Urban and Architectural Design)
  • Article
  • Open Access
2 Citations
2,565 Views
30 Pages

31 July 2024

Chinese universities have gone through three periods of centralized construction and significant differences in the design of teaching buildings in different periods may cause various thermal environment problems. This study takes a city in a cold re...

  • Article
  • Open Access
6 Citations
3,014 Views
23 Pages

Energy-Saving and Decarbonization Design Optimization for School Canteen Buildings: A Case Study in Nanjing

  • Yuhan Zhang,
  • Kai Hu,
  • Yankai Yang,
  • Depeng Li and ,
  • Tao Deng,
  • Zhongping Hu and
  • Yizhe Xu
  • + 2 authors+ 0 author

31 January 2025

In light of global climate change and China’s commitment to carbon neutrality by 2060, this study explores energy-saving and decarbonization design optimization for educational buildings, with a specific focus on a high school canteen in Nanjin...

(This article belongs to the Special Issue AI-Driven Cooling, Refrigeration, and Energy Solutions for Built Environments)
  • Article
  • Open Access
9 Citations
5,904 Views
19 Pages

1 February 2018

In the early design phase of a building, the task of the Heating, Ventilation and Air Conditioning (HVAC) engineer is to propose an appropriate HVAC system for a given building. This system should provide thermal comfort to the building occupants at...

(This article belongs to the Special Issue Geothermal Heating and Cooling)
  • Article
  • Open Access
2 Citations
1,752 Views
36 Pages

27 August 2025

Urbanization in China and the proliferation of high-rise office buildings have led to increased demand for daylighting and thermal comfort. These requirements often result in reliance on active systems, including heating, cooling, and artificial ligh...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
19 Citations
3,762 Views
31 Pages

3 December 2024

The building sector is a major contributor to resource consumption, energy use, and greenhouse gas emissions. Sustainable architecture offers a solution, leveraging Building Energy Modeling (BEM) for early-stage design optimization. This study explor...

(This article belongs to the Section G: Energy and Buildings)
  • Article
  • Open Access
20 Citations
5,235 Views
30 Pages

25 September 2024

With the implementation of the rural revitalization strategy, rural residences have become an essential component of China’s building energy conservation efforts. However, most existing research has focused more on urban buildings, with less at...

(This article belongs to the Section Green Building)
  • Article
  • Open Access
23 Citations
6,559 Views
19 Pages

Sustainable Building Optimization Model for Early-Stage Design

  • Emad Elbeltagi,
  • Hossam Wefki and
  • Rana Khallaf

28 December 2022

Buildings represent the largest potential for carbon reduction worldwide. This highlights the need for a simulation and optimization method for energy management. The early design stage of buildings represents an important phase in which choices can...

(This article belongs to the Section Construction Management, and Computers & Digitization)
  • Article
  • Open Access
8 Citations
3,068 Views
34 Pages

26 September 2025

School buildings in hot-humid climates encounter considerable difficulties in balancing energy use and thermal comfort due to this environment, necessitating optimized design strategies to reduce energy consumption while enhancing occupant comfort. T...

(This article belongs to the Special Issue Sustainable Development of Construction Engineering—2nd Edition)
  • Article
  • Open Access
1 Citations
896 Views
36 Pages

20 April 2026

This study investigates the impact of the Urban Heat Island (UHI) effect on building energy performance and the optimization of passive design strategies in six Moroccan climate zones: Agadir, Tangier, Fez, Ifrane, Marrakech, and Errachidia. A comput...

(This article belongs to the Special Issue Climate-Adaptive Strategies for Sustainable Urban Resilience)
  • Article
  • Open Access
21 Citations
4,983 Views
25 Pages

6 August 2019

This work presents an optimization strategy and the cost-optimal design of an off-grid building served by an energy system involving solar technologies, thermal and electrochemical storages. Independently from the multi-objective method (e.g., utilit...

(This article belongs to the Special Issue Solar Thermal Energy Storage and Conversion)
  • Article
  • Open Access
26 Citations
3,782 Views
27 Pages

Multi-Objective Optimization of Envelope Design of Rural Tourism Buildings in Southeastern Coastal Areas of China Based on NSGA-II Algorithm and Entropy-Based TOPSIS Method

  • Meiyan Wang,
  • Chen Chen,
  • Bingxin Fan,
  • Zilu Yin and ,
  • Wenxuan Li,
  • Huifang Wang and
  • Fang’ai Chi
  • + 2 authors+ 0 author

26 April 2023

The rapid development of rural tourism and higher requirements for the indoor environments of rural tourism buildings (RTBs) have led to rapid growth in the energy consumption of RTBs. The aim of this work was to apply a new method to optimize the in...

  • Article
  • Open Access
14 Citations
4,629 Views
25 Pages

17 January 2024

Glass curtain walls (GCWs) have become prevalent in office buildings, owing to their lightweight and modular characteristics. However, their lower thermal resistance, compared to opaque walls, results in increased energy consumption. Incorporating ph...

(This article belongs to the Special Issue Energy Efficiency and Sustainability in Construction and Building Materials)
  • Article
  • Open Access
471 Views
22 Pages

4 August 2026

During the conceptual design phase, detailed geometric models are often unavailable, hindering energy-driven decisions for five-story office buildings. This paper proposes a geometry simplification strategy for office buildings in hot–humid reg...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
42 Citations
5,989 Views
34 Pages

Envelope Design Optimization by Thermal Modelling of a Building in a Warm Climate

  • Cristina Baglivo,
  • Paolo Maria Congedo,
  • Matteo Di Cataldo,
  • Luigi Damiano Coluccia and
  • Delia D’Agostino

9 November 2017

Finding the most appropriate configuration of building components at the design stage can reduce energy consumption in new buildings. This study aims to optimize the design of the envelope of a new residential building located in a warm climate (sout...

  • Article
  • Open Access
2 Citations
4,216 Views
20 Pages

Cost-Oriented Design Optimization of Single Building Curtain Wall

  • Lei Liu,
  • Lu Wang,
  • Zhijian Guo and
  • Zhiwei Luo

A building curtain wall is an outer protective structure of a building composed of a panel and a supporting structure system. As the main materials of a building curtain wall, the optimization of the keel and panel is a problem that has attracted muc...

(This article belongs to the Section Construction Management, and Computers & Digitization)

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