Integrated post-occupancy evaluation with sensors improves residential well-being and energy efficiency
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Abstract
Contemporary housing must ensure the well-being of its occupants while reducing consumption and emissions, but there remains a gap between expected and observed performance due to methodological heterogeneity and the lack of continuous monitoring and integration between objective measurements and user perception. Therefore, this article reviews the state of the art of integrated post-occupancy evaluation with sensors in the residential setting. Methods: An exploratory literature review was conducted using an a priori protocol, searching architecture and engineering databases from 2000 to 2025, with inclusion criteria focused on occupied dwellings that combine indoor environment or energy sensors with post-occupancy instruments, and descriptive and thematic synthesis with quality assessment. Results: The evidence shows that continuous multivariable monitoring allows for the detection of episodes and causes of discomfort, the quantification of the performance gap, and the guidance of operational and user learning measures. In addition, occupant-centered approaches and the convergence of objective and subjective data improve comparability and decision-making, although scalability requires attention to privacy, interoperability, and metrological assurance. Conclusions: Instrumented post-occupancy evaluation can simultaneously improve well-being and energy efficiency if protocols are standardized and data governance is strengthened for replicable residential applications.
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Bourdeau, M., Dziedzic, R., Perrier, J., Rivals, I., & Rinaldi, A. (2023). A wireless sensor network for residential building energy and indoor environmental quality monitoring: Design, instrumentation, data analysis and feedback. Sensors, 23(12), 5580. https://doi.org/10.3390/s23125580 DOI: https://doi.org/10.3390/s23125580
Chung, J., & Shelden, D. (2025). A framework of ifcJSON-based digital twin platform for monitoring building environment using BIM, IoT, and semantic web technologies. En Advances in Information Technology in Civil and Building Engineering (ICCCBE 2024) (LNCE, Vol. 628, pp. 39–53). Springer. https://doi.org/10.1007/978-3-031-84208-5_4 DOI: https://doi.org/10.1007/978-3-031-84208-5_4
Duarte Roa, C., Parkinson, T., & Schiavon, S. (2020). Targeted occupant surveys: A novel method to effectively relate occupant feedback with environmental conditions. Building and Environment, 184, 107129. https://doi.org/10.1016/j.buildenv.2020.107129 DOI: https://doi.org/10.1016/j.buildenv.2020.107129
Elsayed, M., ç, L., Castaño-Rosa, R., & Romagnoni, P. (2023). Post-occupancy evaluation in residential buildings: A systematic literature review of current practices in the EU. Building and Environment, 236, 110307. https://doi.org/10.1016/j.buildenv.2023.110307
Elsayed, M., Pelsmakers, S., Pistore, L., Castaño-Rosa, R., & Romagnoni, P. (2023). Post-occupancy evaluation in residential buildings: A systematic literature review of current practices in the EU. Building and Environment, 236, 110307. https://doi.org/10.1016/j.buildenv.2023.110307 DOI: https://doi.org/10.1016/j.buildenv.2023.110307
Figueroa-Guerra, D. A., Lopez-Tovar, C. F., Delgado-Revilla, A. R., Pisco-Vanegas, J. C., & De La Torre-Macias, A. A. (2026). Estudio de factibilidad para la ubicación estratégica de sistemas de almacenamiento de energía en alimentadores. Revista Científica Ciencia Y Método, 4(1), 64-76. https://doi.org/10.55813/gaea/rcym/v4/n1/132 DOI: https://doi.org/10.55813/gaea/rcym/v4/n1/132
Fissore, V. I., Astolfi, A., Alías, F., et al. (2024). Multi-sensor device for traceable monitoring of indoor environmental quality. Sensors, 24(9), 2893. https://doi.org/10.3390/s24092893 DOI: https://doi.org/10.3390/s24092893
Fissore, V. I., Astolfi, A., Alías, F., et al. (2025). Development and in-field application of a system for indoor environmental quality monitoring and occupants’ feedback collection. En U. Berardi (Ed.), Multiphysics and Multiscale Building Physics (LNCE, Vol. 555). Springer. https://doi.org/10.1007/978-981-97-8317-5_18 DOI: https://doi.org/10.1007/978-981-97-8317-5_18
Graham, L. T., Parkinson, T., & Schiavon, S. (2021). Lessons learned from 20 years of CBE’s occupant surveys. Buildings and Cities, 2(1), 698–715. https://doi.org/10.5334/bc.76 DOI: https://doi.org/10.5334/bc.76
Hernández-Martín, M., Del Ama Gonzalo, F., & Alonso González-Lezcano, R. (2025). Indoor environmental quality to ensure the health and wellbeing of vulnerable people in residential buildings: A systematic review. Frontiers in Built Environment, 11, 1652527. https://doi.org/10.3389/fbuil.2025.1652527 DOI: https://doi.org/10.3389/fbuil.2025.1652527
Lizarraga-Aguirre, H. R. (2024). Evaluación de materiales sostenibles en la construcción de pavimentos urbano. Revista Científica Ciencia Y Método, 2(1), 41-54. https://doi.org/10.55813/gaea/rcym/v2/n1/30 DOI: https://doi.org/10.55813/gaea/rcym/v2/n1/30
Nagy, Z., Gunay, H. B., Miller, C., Hahn, J., Ouf, M. M., & O’Brien, W. (2023). Ten questions concerning occupant-centric control and operations. Building and Environment, 242, 110518. https://doi.org/10.1016/j.buildenv.2023.110518 DOI: https://doi.org/10.1016/j.buildenv.2023.110518
O’Brien, W., Wagner, A., Schweiker, M., Mahdavi, A., Day, J., Kjærgaard, M. B., … Hong, T. (2020). Introducing IEA EBC Annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation. Building and Environment, 170, 106738. https://doi.org/10.1016/j.buildenv.2020.106738 DOI: https://doi.org/10.1016/j.buildenv.2020.106738
Pang, Z., Guo, M., Smith-Cortez, B., O’Neill, Z., Yang, Z., Liu, M., & Dong, B. (2023). Quantification of HVAC energy savings through occupancy presence sensors in an apartment setting: Field testing and inverse modeling approach. Energy and Buildings, 301, 113752. https://doi.org/10.1016/j.enbuild.2023.113752 DOI: https://doi.org/10.1016/j.enbuild.2023.113752
Park, J. Y., Ouf, M. M., & Gunay, B. (2019). A critical review of field implementations of occupant-centric building controls. Building and Environment, 165, 106351. https://doi.org/10.1016/j.buildenv.2019.106351 DOI: https://doi.org/10.1016/j.buildenv.2019.106351
Parkinson, T., Parkinson, A., & de Dear, R. (2019a). Continuous IEQ monitoring system: Context and development. Building and Environment, 149, 15–25. https://doi.org/10.1016/j.buildenv.2018.12.010 DOI: https://doi.org/10.1016/j.buildenv.2018.12.010
Pedersen, E., Borell, J., Li, Y., & Stålne, K. (2021). Good indoor environmental quality (IEQ) and high energy efficiency in multifamily dwellings: How do tenants view the conditions needed to achieve both? Building and Environment, 191, 107581. https://doi.org/10.1016/j.buildenv.2020.107581 DOI: https://doi.org/10.1016/j.buildenv.2020.107581
Rego Neto, M., Santos Silva, C., & Pinto, A. (2025). Evaluating comfort and well-being: A post-occupancy approach for improvements—Insights from 10 residential case studies. Building and Environment, 283, 113334. https://doi.org/10.1016/j.buildenv.2025.113334 DOI: https://doi.org/10.1016/j.buildenv.2025.113334
Soleimanijavid, A., Konstantzos, I., & Liu, X. (2024). Challenges and opportunities of occupant-centric building controls in real-world implementation: A critical review. Energy and Buildings, 308, 113958. https://doi.org/10.1016/j.enbuild.2024.113958 DOI: https://doi.org/10.1016/j.enbuild.2024.113958
Tanasiev, V., Pătru, G. C., Rosner, D., Sava, G., Necula, H., & Badea, A. (2021). Enhancing environmental and energy monitoring of residential buildings through IoT. Automation in Construction, 126, 103662. https://doi.org/10.1016/j.autcon.2021.103662 DOI: https://doi.org/10.1016/j.autcon.2021.103662
Tripathi, S. T., & Froese, T. M. (2023). Applicability of BIM-IoT-GIS integrated digital twins for post-occupancy evaluations. Frontiers in Built Environment, 9, 1103743. https://doi.org/10.3389/fbuil.2023.1103743 DOI: https://doi.org/10.3389/fbuil.2023.1103743
Tsang, T.-W., Mui, K.-W., Wong, L.-T., Chan, A. C.-Y., & Chan, R. C.-W. (2024). Real-Time Indoor Environmental Quality (IEQ) Monitoring Using an IoT-Based Wireless Sensing Network. Sensors, 24(21), 6850. https://doi.org/10.3390/s24216850 DOI: https://doi.org/10.3390/s24216850
Yuan, Y., Song, C., Gao, L., Zeng, K., & Chen, Y. (2024). A review of current research on occupant-centric control for improving comfort and energy efficiency. Building Simulation, 17, 1675–1692. https://doi.org/10.1007/s12273-024-1170-1 DOI: https://doi.org/10.1007/s12273-024-1170-1
Zapata-Mendoza, P. C. O., Villalta-Arellano, S. R., Berrios-Zevallos, A. A., Atto-Coba, S. R., & Berrios-Tauccaya, O. J. (2023). Sostenibilidad ambiental en el diseño arquitectónico de plantas procesadoras de alimentos. Editorial Grupo AEA. https://doi.org/10.55813/egaea.l.2022.59 DOI: https://doi.org/10.55813/egaea.l.2022.59