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The impact of occupants’ behaviours on building energy analysis: A research review

Citations

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Cited by:

  1. Jacqueline Nicole Adams & Zsófia Deme Bélafi & Miklós Horváth & János Balázs Kocsis & Tamás Csoknyai, 2021. "How Smart Meter Data Analysis Can Support Understanding the Impact of Occupant Behavior on Building Energy Performance: A Comprehensive Review," Energies, MDPI, vol. 14(9), pages 1-23, April.
  2. Xu, Xiaoxiao & Yu, Hao & Sun, Qiuwen & Tam, Vivian W.Y., 2023. "A critical review of occupant energy consumption behavior in buildings: How we got here, where we are, and where we are headed," Renewable and Sustainable Energy Reviews, Elsevier, vol. 182(C).
  3. Zhang, Yan & Teoh, Bak Koon & Wu, Maozhi & Chen, Jiayu & Zhang, Limao, 2023. "Data-driven estimation of building energy consumption and GHG emissions using explainable artificial intelligence," Energy, Elsevier, vol. 262(PA).
  4. Yan, Biao & Yang, Wansheng & He, Fuquan & Zeng, Wenhao, 2023. "Occupant behavior impact in buildings and the artificial intelligence-based techniques and data-driven approach solutions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
  5. Zhang, Yuhang & Zhang, Yi & Yi Zhang, & Zhang, Chengxu, 2022. "Effect of physical, environmental, and social factors on prediction of building energy consumption for public buildings based on real-world big data," Energy, Elsevier, vol. 261(PB).
  6. Antonio Paone & Jean-Philippe Bacher, 2018. "The Impact of Building Occupant Behavior on Energy Efficiency and Methods to Influence It: A Review of the State of the Art," Energies, MDPI, vol. 11(4), pages 1-19, April.
  7. Laporte, Juan P. & Román-Collado, Rocío & Cansino, José M., 2024. "Key driving forces of energy consumption in a higher education institution using the LMDI approach: The case of the Universidad Autónoma de Chile," Applied Energy, Elsevier, vol. 372(C).
  8. Stylianos K. Karatzas & Athanasios P. Chassiakos & Anastasios I. Karameros, 2020. "Business Processes and Comfort Demand for Energy Flexibility Analysis in Buildings," Energies, MDPI, vol. 13(24), pages 1-23, December.
  9. Paulína Šujanová & Monika Rychtáriková & Tiago Sotto Mayor & Affan Hyder, 2019. "A Healthy, Energy-Efficient and Comfortable Indoor Environment, a Review," Energies, MDPI, vol. 12(8), pages 1-37, April.
  10. Marta Gangolells & Miquel Casals & Núria Forcada & Marcel Macarulla, 2020. "Life Cycle Analysis of a Game-Based Solution for Domestic Energy Saving," Sustainability, MDPI, vol. 12(17), pages 1-18, August.
  11. Z. H. Ding & Y. Q. Li & C. Zhao & Y. Liu & R. Li, 2019. "Factors affecting heating energy-saving behavior of residents in hot summer and cold winter regions," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(1), pages 193-206, January.
  12. Martin Eriksson & Jan Akander & Bahram Moshfegh, 2022. "Investigating Energy Use in a City District in Nordic Climate Using Energy Signature," Energies, MDPI, vol. 15(5), pages 1-22, March.
  13. de Wilde, Pieter & Aly, Dalia & Cho, Seongkwon & Kim, Jin-Hong & Kim, Sunghyun & Park, Cheol-Soo, 2025. "Occupant behavioural freedom in building energy use," Applied Energy, Elsevier, vol. 377(PD).
  14. Maruyama, Takuya & Fukahori, Tatsuya, 2020. "Households with every member out-of-home (HEMO): Comparison using the 1984, 1997, and 2012 household travel surveys in Kumamoto, Japan," Journal of Transport Geography, Elsevier, vol. 82(C).
  15. Jack, M.W. & Mirfin, A. & Anderson, B., 2021. "The role of highly energy-efficient dwellings in enabling 100% renewable electricity," Energy Policy, Elsevier, vol. 158(C).
  16. Pisello, A.L. & Pigliautile, I. & Andargie, M. & Berger, C. & Bluyssen, P.M. & Carlucci, S. & Chinazzo, G. & Deme Belafi, Z. & Dong, B. & Favero, M. & Ghahramani, A. & Havenith, G. & Heydarian, A. & K, 2021. "Test rooms to study human comfort in buildings: A review of controlled experiments and facilities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
  17. Yang, Xiu'e & Liu, Shuli & Zou, Yuliang & Ji, Wenjie & Zhang, Qunli & Ahmed, Abdullahi & Han, Xiaojing & Shen, Yongliang & Zhang, Shaoliang, 2022. "Energy-saving potential prediction models for large-scale building: A state-of-the-art review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).
  18. Khanam, Tahamina & Reiner, David M, 2022. "Evaluating gaps in knowledge, willingness and heating performance in individual preferences on household energy and climate policy: Evidence from the UK," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
  19. Yang, Sungwoong & Wi, Seunghwan & Park, Ji Hun & Cho, Hyun Mi & Kim, Sumin, 2020. "Framework for developing a building material property database using web crawling to improve the applicability of energy simulation tools," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
  20. Jonas Bielskus & Violeta Motuzienė & Tatjana Vilutienė & Audrius Indriulionis, 2020. "Occupancy Prediction Using Differential Evolution Online Sequential Extreme Learning Machine Model," Energies, MDPI, vol. 13(15), pages 1-20, August.
  21. Zhao, Anjun & Jiao, Yang & Quan, Wei & Chen, Yiren, 2024. "Net zero carbon rural integrated energy system design optimization based on the energy demand in temporal and spatial dimensions," Renewable Energy, Elsevier, vol. 222(C).
  22. Jacopo Gaspari & Ernesto Antonini & Lia Marchi & Vincenzo Vodola, 2021. "Energy Transition at Home: A Survey on the Data and Practices That Lead to a Change in Household Energy Behavior," Sustainability, MDPI, vol. 13(9), pages 1-24, May.
  23. Seokho Kim & Yujin Song & Yoondong Sung & Donghyun Seo, 2019. "Development of a Consecutive Occupancy Estimation Framework for Improving the Energy Demand Prediction Performance of Building Energy Modeling Tools," Energies, MDPI, vol. 12(3), pages 1-21, January.
  24. Jaqueline Litardo & Ruben Hidalgo-Leon & Guillermo Soriano, 2021. "Energy Performance and Benchmarking for University Classrooms in Hot and Humid Climates," Energies, MDPI, vol. 14(21), pages 1-17, October.
  25. Salah Bouktif & Ali Ouni & Sanja Lazarova-Molnar, 2022. "Towards a Rigorous Consideration of Occupant Behaviours of Residential Households for Effective Electrical Energy Savings: An Overview," Energies, MDPI, vol. 15(5), pages 1-30, February.
  26. Piselli, Cristina & Pisello, Anna Laura, 2019. "Occupant behavior long-term continuous monitoring integrated to prediction models: Impact on office building energy performance," Energy, Elsevier, vol. 176(C), pages 667-681.
  27. Kairui You & Yan Li & Weiguang Cai & Lulu Zhang & Zhengxuan Liu & Wei Feng & Yi-Ming Wei, 2025. "Mitigating emissions and costs through demand-side solutions in Chinese residential buildings," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
  28. Huo, Tengfei & Cong, Xiaobo & Cheng, Cong & Cai, Weiguang & Zuo, Jian, 2023. "What is the driving mechanism for the carbon emissions in the building sector? An integrated DEMATEL-ISM model," Energy, Elsevier, vol. 274(C).
  29. Hu, Tianxiang & Kwan, Trevor Hocksun & Pei, Gang, 2022. "An all-day cooling system that combines solar absorption chiller and radiative cooling," Renewable Energy, Elsevier, vol. 186(C), pages 831-844.
  30. Uddin, Mohammad Nyme & Chi, Hung-Lin & Wei, His-Hsien & Lee, Minhyun & Ni, Meng, 2022. "Influence of interior layouts on occupant energy-saving behaviour in buildings: An integrated approach using Agent-Based Modelling, System Dynamics and Building Information Modelling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
  31. Ahmed Al Amoodi & Elie Azar, 2018. "Impact of Human Actions on Building Energy Performance: A Case Study in the United Arab Emirates (UAE)," Sustainability, MDPI, vol. 10(5), pages 1-19, May.
  32. Andrea Ferrantelli & Helena Kuivjõgi & Jarek Kurnitski & Martin Thalfeldt, 2020. "Office Building Tenants’ Electricity Use Model for Building Performance Simulations," Energies, MDPI, vol. 13(21), pages 1-19, October.
  33. Vogl, Jonathan & Kleinebrahm, Max & Raab, Moritz & McKenna, Russell & Fichtner, Wolf, 2025. "A review of challenges and opportunities in occupant modeling for future residential energy demand," Working Paper Series in Production and Energy 76, Karlsruhe Institute of Technology (KIT), Institute for Industrial Production (IIP).
  34. Yang, Yizhou & Duan, Qiuhua & Samadi, Forooza, 2025. "A systematic review of building energy performance forecasting approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 223(C).
  35. Papineau, Maya & Yassin, Kareman & Newsham, Guy & Brice, Sarah, 2021. "Conditional demand analysis as a tool to evaluate energy policy options on the path to grid decarbonization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
  36. Seungtaek Lee & Wai Oswald Chong & Jui-Sheng Chou, 2020. "Examining the Relationships between Stationary Occupancy and Building Energy Loads in US Educational Buildings–Case Study," Sustainability, MDPI, vol. 12(3), pages 1-13, January.
  37. Mi, Lingyun & Gan, Xiaoli & Sun, Yuhuan & Lv, Tao & Qiao, Lijie & Xu, Ting, 2021. "Effects of monetary and nonmonetary interventions on energy conservation: A meta-analysis of experimental studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
  38. van den Brom, Paula & Hansen, Anders Rhiger & Gram-Hanssen, Kirsten & Meijer, Arjen & Visscher, Henk, 2019. "Variances in residential heating consumption – Importance of building characteristics and occupants analysed by movers and stayers," Applied Energy, Elsevier, vol. 250(C), pages 713-728.
  39. Besagni, Giorgio & Borgarello, Marco, 2018. "The determinants of residential energy expenditure in Italy," Energy, Elsevier, vol. 165(PA), pages 369-386.
  40. Jakob Carlander & Kristina Trygg & Bahram Moshfegh, 2019. "Integration of Measurements and Time Diaries as Complementary Measures to Improve Resolution of BES," Energies, MDPI, vol. 12(11), pages 1-29, May.
  41. Dioha, Michael O. & Kumar, Atul, 2020. "Sustainable energy pathways for land transport in Nigeria," Utilities Policy, Elsevier, vol. 64(C).
  42. Li, Xinyi & Yao, Runming, 2020. "A machine-learning-based approach to predict residential annual space heating and cooling loads considering occupant behaviour," Energy, Elsevier, vol. 212(C).
  43. Mata, Érika & Wanemark, Joel & Nik, Vahid M. & Sasic Kalagasidis, Angela, 2019. "Economic feasibility of building retrofitting mitigation potentials: Climate change uncertainties for Swedish cities," Applied Energy, Elsevier, vol. 242(C), pages 1022-1035.
  44. Shirley Kempeneer & Michaël Peeters & Tine Compernolle, 2021. "Bringing the User Back in the Building: An Analysis of ESG in Real Estate and a Behavioral Framework to Guide Future Research," Sustainability, MDPI, vol. 13(6), pages 1-12, March.
  45. Wei, Jin & Ni, Yang & Zhang, Yue-Jun, 2020. "The mitigation strategies for bottom environment of service-oriented public building from a micro-scale perspective: A case study in China," Energy, Elsevier, vol. 205(C).
  46. Ali Ghofrani & Esmat Zaidan & Mohsen Jafari, 2021. "Reshaping energy policy based on social and human dimensions: an analysis of human-building interactions among societies in transition in GCC countries," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 8(1), pages 1-26, December.
  47. Shimoda, Yoshiyuki & Yamaguchi, Yohei & Iwafune, Yumiko & Hidaka, Kazuyoshi & Meier, Alan & Yagita, Yoshie & Kawamoto, Hisaki & Nishikiori, Soichi, 2020. "Energy demand science for a decarbonized society in the context of the residential sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
  48. Piselli, Cristina & Salvadori, Giacomo & Diciotti, Lorenzo & Fantozzi, Fabio & Pisello, Anna Laura, 2021. "Assessing users’ willingness-to-engagement towards Net Zero Energy communities in Italy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
  49. Joanna Ferdyn-Grygierek & Krzysztof Grygierek, 2025. "Towards Climate-Resilient Dwellings: A Comparative Analysis of Passive and Active Retrofit Solutions in Aging Central European Housing Stock," Energies, MDPI, vol. 18(16), pages 1-25, August.
  50. Rouleau, Jean & Gosselin, Louis & Blanchet, Pierre, 2019. "Robustness of energy consumption and comfort in high-performance residential building with respect to occupant behavior," Energy, Elsevier, vol. 188(C).
  51. Shu Su & Xiaodong Li & Borong Lin & Hongyang Li & Jingfeng Yuan, 2019. "A Comparison of the Environmental Performance of Cooling and Heating among Different Household Types in China’s Hot Summer–Cold Winter Zone," Sustainability, MDPI, vol. 11(20), pages 1-17, October.
  52. Geoffrey Guest & Jieying Zhang & Omran Maadani & Hamidreza Shirkhani, 2020. "Incorporating the impacts of climate change into infrastructure life cycle assessments: A case study of pavement service life performance," Journal of Industrial Ecology, Yale University, vol. 24(2), pages 356-368, April.
  53. Hasanov, Tayyar & Charlier, Dorothée, 2025. "Classifying energy behaviors to optimize sustainability: Insights from French residential heating practices," Energy Economics, Elsevier, vol. 152(C).
  54. Moiz Masood Syed & Gregory M. Morrison & James Darbyshire, 2020. "Shared Solar and Battery Storage Configuration Effectiveness for Reducing the Grid Reliance of Apartment Complexes," Energies, MDPI, vol. 13(18), pages 1-23, September.
  55. Ebru Ergöz Karahan & Özgür Göçer & Kenan Göçer & Didem Boyacıoğlu, 2021. "An Investigation of Occupant Energy-Saving Behavior in Vernacular Houses of Behramkale (Assos)," Sustainability, MDPI, vol. 13(23), pages 1-23, December.
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