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  • Review
  • Open Access
42 Citations
9,518 Views
23 Pages

Occupant Behavior Impact on Building Sustainability Performance: A Literature Review

  • Habtamu Tkubet Ebuy,
  • Hind Bril El Haouzi,
  • Riad Benelmir and
  • Remi Pannequin

30 January 2023

Occupant behavior controls a building’s energy system to adapt the indoor environment, significantly increasing building energy consumption. Occupant behavior, which refers to the occupancy inside a building and their interaction with building...

(This article belongs to the Section Sustainable Engineering and Science)
  • Article
  • Open Access
222 Citations
16,626 Views
19 Pages

17 April 2018

Buildings consume a significant amount of energy, estimated at about one-third of total primary energy resources. Building energy efficiency has turned out to be a major issue in limiting the increasing energy demands of the sector. Literature shows...

  • Article
  • Open Access
26 Citations
8,030 Views
22 Pages

17 January 2021

Occupant behaviors are one of the most dominant factors that influence building energy use. Understanding the influences from building occupants can promote the development of energy–efficient buildings. This paper quantifies the impact of different...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
28 Citations
5,896 Views
13 Pages

16 May 2020

Building energy simulation programs are used for optimal sizing of building systems to reduce excessive energy wastage. Such programs employ thermo-dynamic algorithms to estimate every aspect of the target building with a certain level of accuracy. C...

(This article belongs to the Special Issue Building and Urban Energy Prediction-Big Data Analysis and Sustainable Design)
  • Review
  • Open Access
82 Citations
13,930 Views
25 Pages

26 January 2021

Energy consumption in buildings depends on several physical factors, including its physical characteristics, various building services systems/appliances used, and the outdoor environment. However, the occupants’ behavior that determines and regulate...

(This article belongs to the Special Issue New Approaches to Modelling Occupant Comfort)
  • Article
  • Open Access
448 Views
22 Pages

14 September 2026

Accurate prediction of building energy consumption is critical for sustainable urbanization, while dynamic occupant interactions with the building envelope remain a major source of uncertainty. Prevailing cross-scale building energy models often rely...

(This article belongs to the Special Issue Towards Innovative Approaches in Urban Science and Architectural Research Using Artificial Intelligence)
  • Article
  • Open Access
29 Citations
6,571 Views
21 Pages

Commercial prototype building models were developed by the United States Department of Energy (DOE) to analyze the energy savings of the ASHRAE 90.1 standard. However, in the DOE models, occupant behavior inputs were deterministic and the stochastici...

(This article belongs to the Special Issue Advanced Studies in Building Energy Efficiency and Occupant Behavior)
  • Review
  • Open Access
32 Citations
7,237 Views
23 Pages

How Smart Meter Data Analysis Can Support Understanding the Impact of Occupant Behavior on Building Energy Performance: A Comprehensive Review

  • Jacqueline Nicole Adams,
  • Zsófia Deme Bélafi,
  • Miklós Horváth,
  • János Balázs Kocsis and
  • Tamás Csoknyai

27 April 2021

The goal of this literature review was to outline the research currently conducted on smart meter (SM) adoption and its connection to building occupant behavior to better understand both SM technology and SM customers. We compiled our findings from t...

(This article belongs to the Special Issue Energy Efficiency of the Buildings)
  • Article
  • Open Access
2 Citations
2,519 Views
17 Pages

It is important to reduce the building load and downsize the heat source equipment capacity during construction or renovation carried out toward the achievement of carbon neutrality by 2050 in Japan. However, this sometimes results in the oversizing...

(This article belongs to the Special Issue Editorial Board Members’ Collection Series: Building Energy, Physics, Environment, and Systems II)
  • Review
  • Open Access
30 Citations
5,858 Views
21 Pages

22 August 2023

In the light of global climate change and the current energy crisis, it is crucial to target sustainable energy use in all sectors. Buildings still remain one of the most energy-demanding sectors. Campus buildings and higher educational buildings are...

(This article belongs to the Section G: Energy and Buildings)
  • Article
  • Open Access
7 Citations
3,320 Views
25 Pages

15 March 2021

Occupant behavior is acknowledged as a main contribution to building energy consumption. Many efforts have been devoted to identifying the impact of occupant behaviors on building energy consumption. However, the lack of understanding of the interact...

(This article belongs to the Section Sustainable Management)
  • Article
  • Open Access
9 Citations
4,354 Views
18 Pages

14 June 2019

Accompanying efforts worldwide to deploy sustainable building technologies shows a pressing need for expanded research on occupant behavior. Discourse is lacking concerning drivers of occupant behavior for energy conservation, especially in the case...

(This article belongs to the Special Issue Building and Urban Energy Prediction-Big Data Analysis and Sustainable Design)
  • Review
  • Open Access
72 Citations
10,921 Views
34 Pages

1 October 2015

Buildings currently account for 30–40 percent of total global energy consumption. In particular, commercial buildings are responsible for about 12 percent of global energy use and 21 percent of the United States’ energy use, and the energy demand of...

(This article belongs to the Special Issue Energy Conservation in Infrastructures)
  • Proceeding Paper
  • Open Access
2 Citations
2,810 Views
5 Pages

Buildings’ contribution to global final energy use is about 30%, which makes them a primary focus for implementing energy-efficient measures. Building energy efficiency is an important consideration for residential buildings due to the signific...

(This article belongs to the Proceedings of The 5th Conference on Sustainability in Civil Engineering)
  • Article
  • Open Access
26 Citations
3,751 Views
24 Pages

Building Energy Management for Passive Cooling Based on Stochastic Occupants Behavior Evaluation

  • Michele Roccotelli,
  • Alessandro Rinaldi,
  • Maria Pia Fanti and
  • Francesco Iannone

29 December 2020

The common approach to model occupants behaviors in buildings is deterministic and consists of assumptions based on predefined fixed schedules or rules. In contrast with the deterministic models, stochastic and agent based (AB) models are the most po...

(This article belongs to the Special Issue Sustainable Buildings: Heating, Ventilation and Air-Conditioning)
  • Article
  • Open Access
12 Citations
5,668 Views
20 Pages

10 August 2022

A green building is believed to promote green behaviors from energy-saving to waste recycling. Green building certifications have attracted wide interest, and some were made mandatory for publicly funded developments in cities such as Hong Kong. Poli...

(This article belongs to the Section Green Building)
  • Article
  • Open Access
14 Citations
3,891 Views
18 Pages

7 December 2020

Energy performance of buildings is a worldwide increasing investigated field, due to ever more stringent energy standards aimed at reducing the buildings’ impact on the environment. The purpose of this paper is to assess the impact that occupan...

(This article belongs to the Special Issue Thermal Behaviour, Energy Efficiency in Buildings and Sustainable Construction)
  • Review
  • Open Access
4 Citations
1,980 Views
19 Pages

25 October 2023

The utilization of primary school buildings is multifaceted, primarily due to the high occupancy density, varying thermal preferences among occupants, diverse indoor activities (such as walking, sports, and conversation), and a constant flow of indiv...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
6 Citations
2,175 Views
26 Pages

12 September 2024

Due to the significant impact of occupant behavior uncertainty on building performance, robustness indicators are crucial for assessing and predicting building energy consumption. This study evaluates the robustness of building performance under occu...

(This article belongs to the Section G: Energy and Buildings)
  • Article
  • Open Access
28 Citations
3,567 Views
20 Pages

27 February 2024

Given the escalating global energy demand driven by building energy consumption, this study is dedicated to meticulously investigating efficient energy-saving strategies in buildings, with a keen focus on the impact of occupant behavior’s rando...

(This article belongs to the Section Green Building)
  • Article
  • Open Access
14 Citations
4,308 Views
18 Pages

12 November 2019

This study aims to provide an experimental assessment of energy consumption in an existing public building in Poland, in order to analyze the impact of occupant behavior on that consumption. The building is naturally ventilated and the occupants have...

(This article belongs to the Special Issue Thermal Behaviour, Energy Efficiency in Buildings and Sustainable Construction)
  • Article
  • Open Access
8 Citations
3,357 Views
31 Pages

19 November 2022

Traditional building energy consumption prediction methods lack the description of occupant behaviors. The interactions between occupants and equipment have great influence on building energy consumption, which cause a large deviation between the pre...

(This article belongs to the Special Issue Building Energy System Planning and Operation)
  • Article
  • Open Access
33 Citations
8,238 Views
25 Pages

Performance Gap and Occupant Behavior in Building Retrofit: Focus on Dynamics of Change and Continuity in the Practice of Indoor Heating

  • Giuseppe Salvia,
  • Eugenio Morello,
  • Federica Rotondo,
  • Andrea Sangalli and ,
  • Francesco Causone,
  • Silvia Erba and
  • Lorenzo Pagliano
  • + 2 authors+ 0 author

20 July 2020

Building retrofit is often reported to fail in achieving predicted energy savings; this mismatch in post-retrofit conditions is labeled the ‘energy performance gap’ and may be due to both occupant behavior and technical issues. In this st...

(This article belongs to the Section Sustainable Engineering and Science)
  • Article
  • Open Access
4 Citations
1,352 Views
24 Pages

30 September 2025

Climate change and extreme weather compromise building energy performance and Heating, Ventilation, and Air Conditioning (HVAC) systems, impacting occupant wellbeing and health. However, occupants can naturally adapt through their behaviors, represen...

(This article belongs to the Section A: Sustainable Energy)
  • Article
  • Open Access
3 Citations
2,811 Views
21 Pages

14 December 2023

Energy-intense activities and the unpredictable and complex behavior of building occupants lead to an increase in building energy demand. It is, therefore, crucial to study underlying factors for building energy demand related to the users. Higher ed...

(This article belongs to the Special Issue Research on Green and Low-Carbon Buildings)
  • Article
  • Open Access
16 Citations
4,425 Views
19 Pages

A Smartphone Application for Personalized and Multi-Method Interventions toward Energy Saving in Buildings

  • Peeraya Inyim,
  • Mostafa Batouli,
  • Maria Presa Reyes,
  • Triana Carmenate and ,
  • Leonardo Bobadilla and
  • Ali Mostafavi
  • + 1 author+ 0 author

26 May 2018

Occupant behavior is a significant contributor to energy waste in buildings. This research introduces an advanced smartphone application, developed based on the theoretical underpinnings of situational awareness theory, to effectively implement multi...

  • Article
  • Open Access
29 Citations
8,664 Views
10 Pages

Buildings are an important part of worldwide efforts to reduce energy consumption and mitigate greenhouse gas emissions that contribute to climate change. Despite recent technological developments in the area of energy consumption reduction, energy u...

(This article belongs to the Special Issue Resilience and Sustainability in Architecture and Urban Planning: Policies, Practices, Strategies and Visions)
  • Article
  • Open Access
9 Citations
3,474 Views
30 Pages

26 October 2022

The evacuation of buildings in case of fire is a sensitive issue for civil society that also motivates the academic community to develop and study solutions to improve the efficiency of evacuating these spaces. The study of human behavior in fire eme...

(This article belongs to the Special Issue Recommender Systems: Approaches, Challenges and Applications (Volume II))
  • Feature Paper
  • Article
  • Open Access
11 Citations
4,026 Views
31 Pages

Assessing the Influence of Occupancy Factors on Energy Performance in US Small Office Buildings

  • Seddigheh Norouziasl,
  • Sorena Vosoughkhosravi,
  • Amirhosein Jafari and
  • Zhihong Pang

23 October 2024

Office buildings are responsible for about 35% of the total electricity in the US and over 70% of building energy consumption occurs during occupancy periods. Therefore, understanding occupancy behavior is crucial for reducing building energy consump...

(This article belongs to the Special Issue Building Energy Performance Modelling and Simulation)
  • Article
  • Open Access
9 Citations
3,000 Views
20 Pages

25 January 2021

The behavior of building occupants has been studied by researchers for building control as well as for predicting energy use. In this study, we analyzed the effect of the application of single and complex behavior models on the simulation results of...

(This article belongs to the Special Issue Human-Centric Building Energy Efficiency Research for Sustainable Development)
  • Article
  • Open Access
4 Citations
1,237 Views
33 Pages

21 November 2025

Urban morphology, climate, and occupant behavior significantly affect urban building energy consumption. This study analyzed 200 example blocks with 4754 buildings in Harbin, China, a representative city with a severe cold climate, to calculate urban...

(This article belongs to the Special Issue Urban Green Infrastructure for Heat Mitigation and Social Equity: Global Perspectives and Challenges)
  • Review
  • Open Access
67 Citations
14,166 Views
28 Pages

Influence of Thermal Comfort on Energy Consumption for Building Occupants: The Current State of the Art

  • Victor Adetunji Arowoiya,
  • Adetayo Olugbenga Onososen,
  • Robert Christian Moehler and
  • Yihai Fang

Thermal comfort is a complex issue in the built environment due to the physiological and psychological differences of each individual in a building. There is a growing worry over the environmental implications of energy use as a result of the warming...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
2,964 Views
19 Pages

Post-Occupancy Evaluation in High-Rise Apartment Buildings in Vietnam

  • Yuanchen Wang,
  • Anh Tuan Tran,
  • Thi Hai Ha Pham,
  • Thi Hoa Nguyen and ,
  • Konstantinos Stergiaropoulos and
  • Dirk Schwede
  • + 1 author+ 0 author

24 April 2025

As part of the CAMaRSEC research project, long-term indoor environmental measurements with accompanying occupant surveys were conducted over one year in 49 households in 15 high-rise residential apartment buildings in Hanoi, Vietnam. A comprehensive...

(This article belongs to the Special Issue Advances in the Energy Efficiency and Thermal Comfort of Buildings)
  • Article
  • Open Access
12 Citations
3,423 Views
18 Pages

Occupancy State Prediction by Recurrent Neural Network (LSTM): Multi-Room Context

  • Mahamadou Klanan Diarra,
  • Amine Maniar,
  • Jean-Baptiste Masson,
  • Bruno Marhic and
  • Laurent Delahoche

4 December 2023

The energy consumption of a building is significantly influenced by the habits of its occupants. These habits not only pertain to occupancy states, such as presence or absence, but also extend to more detailed aspects of occupant behavior. To accurat...

(This article belongs to the Section Physical Sensors)
  • Review
  • Open Access
11 Citations
3,521 Views
30 Pages

25 February 2022

There are two primary ways to save energy within a building: (1) through improving building engineering structures and adopting efficient appliance ownership, and (2) through changing occupants’ energy-consuming behaviors. Unfortunately the sec...

  • Article
  • Open Access
9 Citations
3,524 Views
17 Pages

12 February 2021

Current research is focused on sensing and modeling occupant behavior to predict it and automate building controls. Another line of research recommends influencing the behavior of occupants through feedback mechanisms and engagement. Yet, most of the...

(This article belongs to the Special Issue Eco-Didactic Art, Design, and Architecture in the Public Realm)
  • Article
  • Open Access
9 Citations
5,417 Views
21 Pages

19 February 2023

Occupancy, which refers to the occupant count in this paper, is one of the main factors affecting the energy consumption of commercial buildings. It is important for both building managers and energy simulation engineers to understand how an entire b...

(This article belongs to the Special Issue Building Performance Simulation)
  • Article
  • Open Access
6 Citations
4,966 Views
15 Pages

21 June 2017

Occupant behavior has a significant impact on building energy performance. The purpose of this paper is to quantify the stochastic characteristics of manual solar shades and their influence on building energy performance. A co-simulation for occupant...

(This article belongs to the Special Issue Sustainability Assessments of Buildings)
  • Article
  • Open Access
12 Citations
5,168 Views
16 Pages

Studying the energy use behavior of occupants is crucial for accurately predicting building energy consumption. However, few studies have considered the impact of occupant behaviors on energy consumption in university dormitories. The objective of th...

(This article belongs to the Special Issue Indoor Climate and Energy Efficiency in Buildings)
  • Article
  • Open Access
11 Citations
3,780 Views
29 Pages

30 May 2019

Building energy simulation (BES) models rely on a variety of different input data, and the more accurate the input data are, the more accurate the model will be in predicting energy use. The objective of this paper is to show a method for obtaining h...

(This article belongs to the Special Issue Energy Performance and Indoor Climate Analysis in Buildings)
  • Article
  • Open Access
2 Citations
993 Views
23 Pages

20 October 2025

Various studies on the envelope renovation of existing residential buildings have quantified energy savings effects across various climate conditions and building types yet have also reported discrepancies between predicted and actual energy savings...

(This article belongs to the Special Issue Advanced Technologies in Building Energy Saving and Carbon Reduction)
  • Article
  • Open Access
55 Citations
10,112 Views
18 Pages

Modeling Social Impacts of High-Rise Residential Buildings during the Post-Occupancy Phase Using DEMATEL Method: A Case Study

  • Ngakan Ketut Acwin Dwijendra,
  • Ravil Akhmadeev,
  • Dmitry Tumanov,
  • Mikhail Kosov and ,
  • Shahab Shoar and
  • Audrius Banaitis
  • + 1 author+ 0 author

25 October 2021

There are numerous risks associated with high-rise buildings, which not only affect stakeholders during the design and construction phase but also impact the occupants and the surrounding environment during the post-occupancy phase. While previous st...

(This article belongs to the Collection Sustainable Buildings in the Built Environment)
  • Article
  • Open Access
25 Citations
6,940 Views
22 Pages

13 January 2023

The International Energy Agency (IEA) emphasizes that using real building energy use data (RBEUD) to reflect the actual condition of buildings and inform policy-making is the most effective way to reduce buildings’ carbon emissions. However, ba...

(This article belongs to the Section Green Building)
  • Review
  • Open Access
115 Citations
13,442 Views
44 Pages

The Role of Occupants in Buildings’ Energy Performance Gap: Myth or Reality?

  • Ardeshir Mahdavi,
  • Christiane Berger,
  • Hadeer Amin,
  • Eleni Ampatzi and ,
  • Rune Korsholm Andersen,
  • Elie Azar,
  • Verena M. Barthelmes,
  • Matteo Favero,
  • Jakob Hahn and
  • Silke Verbruggen
  • + 14 authors+ 9 authors

12 March 2021

Buildings’ expected (projected, simulated) energy use frequently does not match actual observations. This is commonly referred to as the energy performance gap. As such, many factors can contribute to the disagreement between expectations and observa...

(This article belongs to the Special Issue Human-Centric Building Energy Efficiency Research for Sustainable Development)
  • Article
  • Open Access
7 Citations
3,265 Views
23 Pages

2 September 2023

Buildings are highly demanding of global energy consumption. Their functions, design, location, and other parameters influence the magnitude of such consumption. However, a key factor that can significantly change energy demand is the occupant’...

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

As modern power systems increasingly depend on demand-side flexibility, accurately modeling building multi-energy demand under uncertainty has become essential for achieving reliable and flexible grid operation. This study proposes an agent-based fra...

(This article belongs to the Special Issue Intelligent Perception and Control for Complex Systems)
  • Article
  • Open Access
10 Citations
3,220 Views
22 Pages

Great deviations in building energy consumption simulation are attributed to the simplified settings of occupants’ air conditioning (AC) usage schedules. This study was designed to develop a method to quantify the uncertainty and randomness of...

(This article belongs to the Special Issue Advances in Building Performance Simulation and Building Energy Consumption Analysis)
  • Article
  • Open Access
8 Citations
5,096 Views
17 Pages

23 September 2022

The COP21 Paris Agreement requires urgent abatement of 80% of the current fossil-based energy consumption to keep global warming below dangerous levels. Heating loads in commercial buildings can be reduced by retrofitting the building envelope, upgra...

(This article belongs to the Section Energy Sustainability)
  • Article
  • Open Access
29 Citations
5,718 Views
21 Pages

Exploring the Relationship between Safety Climate and Worker Safety Behavior on Building Construction Sites in Taiwan

  • Wei Tong Chen,
  • Hew Cameron Merrett,
  • Ying-Hua Huang,
  • Theresia Avila Bria and
  • Ying-Hsiu Lin

17 March 2021

Construction occupational accidents are often attributed to workers’ having an insufficient perception of how their actions influence safety in the construction site. This research explores the relationship between safety climate (SC) and personnel s...

  • Article
  • Open Access
134 Views
30 Pages

30 October 2026

Understanding how heating, ventilation, and air-conditioning (HVAC) operating-state predictability and predictive information change with forecast horizon is important for occupant-centric building operation. To systematically examine these changes f...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)

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