Validación experimental de una metodología de monitoreo de bajo costo basada en IoT para el diagnóstico higrotérmico en estructuras de tapia pisada.
| dc.contributor.advisor | Correal Avilán, Natalia del Pilar | |
| dc.contributor.author | Ojeda Ramos, Oscar Fernando | |
| dc.contributor.corporatename | Universidad Santo Tomás | |
| dc.date.accessioned | 2026-07-07T18:21:56Z | |
| dc.date.available | 2026-07-07T18:21:56Z | |
| dc.date.issued | 2026-06-23 | |
| dc.description | Las estructuras de tapia pisada en Colombia representan un patrimonio construido de gran valor cultural, cuyo desempeño a largo plazo depende principalmente de su comportamiento como un medio poroso reactivo en constante interacción con el entorno higrotérmico. En climas tropicales húmedos, los mecanismos de deterioro no se deben tanto a eventos aislados, sino a procesos acumulativos de fatiga higrotérmica vinculados a la disminución progresiva de la succión matricial, fenómenos que no están adecuadamente abordados en las normativas estáticas actuales.Este estudio valida experimentalmente un marco metodológico integrado para diagnóstico predictivo, que combina monitoreo IoT (El Internet de las Cosas) , modelación multifísica HAMT (Transferencia Combinada de Calor, Aire y Humedad) y calibración inversa de parámetros, aplicado a una edificación de tapia pisada de aproximadamente un siglo de antigüedad en clima tropical húmedo. La metodología incluye la caracterización físico-mecánica e higrotérmica en laboratorio, monitoreo continuo in situ mediante una arquitectura Edge Computing , simulación numérica por elementos finitos y validación estadística conforme a estándares internacionales.Los resultados permiten cuantificar el régimen higrotérmico del material, identificar vulnerabilidades estructurales no detectables por inspección tradicional, estimar parámetros locales de la SWRC (Curva de retención de agua del suelo) y definir una clasificación operativa del riesgo higrotérmico con umbrales de alerta temprana basados en un gemelo digital del sistema constructivo. En conjunto, esta metodología demuestra la viabilidad técnica y económica de integrar monitoreo IoT, modelación multifísica y calibración inversa como herramienta para la gestión predictiva del patrimonio construido en tapia pisada. | |
| dc.description.abstract | The tapestry structures in Colombia represent a built heritage of great cultural value, whose long-term performance depends mainly on their behavior as a porous reactive medium in constant interaction with the hygrotermic environment. In humid tropical climates, the deterioration mechanisms are due not so much to isolated events, but to cumulative processes of hygrotermic fatigue linked to the progressive decrease of matrix suction, phenomena that are not adequately addressed by current static regulations.This study experimentally validates an integrated methodological framework for predictive diagnosis, which combines IoT monitoring (The Internet of Things), multiphysics HAMT modeling (Combined Heat, Air and Humidity Transfer) and inverse parameter calibration, applied to a pedestrianized tapestry building about a century old in a humid tropical climate. The methodology includes physical-mechanical and hygrothermal characterization in laboratory, continuous monitoring in situ using an Edge Computing architecture, numerical simulation by finite elements and statistical validation according to international standards.The results allow quantifying the hygrotermic regime of the material, identifying structural vulnerabilities not detectable by traditional inspection, estimating local parameters of SWRC (Soil Water Retention Curve) and to define an operational classification of the hypothermic risk with early warning thresholds based on a digital twin of the building system. Taken together, this methodology demonstrates the technical and economic feasibility of integrating IoT monitoring, multiphysics modeling, and reverse calibration as a tool for predictive management of net wealth built on tapestry. | |
| dc.description.degreelevel | Maestría | spa |
| dc.description.degreename | Magister en Patología de la Construcción | spa |
| dc.description.domain | http://unidadinvestigacion.usta.edu.co | |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | Ojeda Ramos O. (2026) Validación experimental de una metodología de monitoreo de bajo costo basada en IoT para el diagnóstico higrotérmico en estructuras de tapia pisada. [Trabajo de Maestría Universidad Santo Tomas]. Repositorio Institucional. | |
| dc.identifier.instname | instname:Universidad Santo Tomás | spa |
| dc.identifier.reponame | reponame:Repositorio Institucional Universidad Santo Tomás | spa |
| dc.identifier.repourl | repourl:https://repository.usta.edu.co | spa |
| dc.identifier.uri | http://hdl.handle.net/11634/72921 | |
| dc.language.iso | spa | |
| dc.publisher | Universidad Santo Tomás | spa |
| dc.publisher.branch | CRAI-USTA Bogotá | |
| dc.publisher.faculty | Facultad de Ingeniería Civil | spa |
| dc.publisher.program | Maestría en Patología de la Construcción | spa |
| dc.relation.references | Afanador García, N., Carrascal Delgado, M., & Bayona Chinchilla, M. J. (2013). Experimentación, comportamiento y modelación de la tapia pisada. Revista Facultad de Ingeniería, 22(35), 47–59. | |
| dc.relation.references | Asociación Colombiana de Ingeniería Sísmica. (2019). AIS 610-EP-17: Evaluación e intervención de edificaciones patrimoniales de uno y dos pisos de adobe y tapia pisada. Ministerio de Vivienda, Ciudad y Territorio | |
| dc.relation.references | Chauhan, V. B., Kumar, A., & Srivastava, A. K. (2022). Shear strength of unsaturated rammed earth: Role of suction-induced cohesion. Construction and Building Materials, 315, 125680. [Agregar DOI completo según fuente original] | |
| dc.relation.references | Cornaro, C., Puggioni, V. A., & Strollo, R. M. (2023). Dynamic thermal analysis of building envelope in heritage buildings: The case of "Palazzo delle Canoniche" in Rome. Journal of Building Engineering, 65, 105712. | |
| dc.relation.references | Duc, L., & Sawada, Y. (2023). A signal-processing-based interpretation of the Nash–Sutcliffe efficiency. Hydrology and Earth System Sciences, 27(9), 1827–1839. https://doi.org/10.5194/hess-27-1827-2023 | |
| dc.relation.references | Finsterle, S., & Kowalsky, M. B. (2010). A truncated Levenberg-Marquardt algorithm for the calibration of highly parameterized nonlinear models. Computers & Geosciences, 36(8), 1066–1071. https://doi.org/10.1016/j.cageo.2010.11.005 | |
| dc.relation.references | Fredlund, D. G., Morgenstern, N. R., & Widger, R. A. (1978). The shear strength of unsaturated soils. Canadian Geotechnical Journal, 15(3), 313–321. https://doi.org/10.1139/t78-029 | |
| dc.relation.references | Geng, Y., Li, X., & Zhou, W. (2025). Digital twin-based structural health monitoring for heritage masonry: A review. Engineering Structures, 301, 117200. [Agregar DOI completo según fuente original] | |
| dc.relation.references | Grieves, M., & Vickers, J. (2017). Digital twin: Mitigating unpredictable, undesirable emergent behavior in complex systems. En F.-J. Kahlen, S. Flumerfelt, & A. Alves (Eds.), Transdisciplinary perspectives on complex systems (pp. 85–113). Springer. https://doi.org/10.1007/978-3-319-38756-7_4 | |
| dc.relation.references | Hidalgo-Fort, E., Romero-Gómez, P., & Limón-Muñoz, F. (2024). Low-cost IoT sensor networks for heritage buildings: Experimental validation in humid climates. Sensors, 24(3), 821. [Agregar DOI completo según fuente original] | |
| dc.relation.references | Houben, H., & Guillaud, H. (1994). Traité de construction en terre (2.ª ed.). CRATerre–ENSAG. | |
| dc.relation.references | IDEAM. (2023). Catálogo Nacional de Estaciones — Consulta de Datos Hidrometeorológicos Históricos. Instituto de Hidrología, Meteorología y Estudios Ambientales de Colombia. http://dhime.ideam.gov.co/ | |
| dc.relation.references | ICOMOS. (2013). Approaches to the conservation of twentieth-century architectural heritage: Madrid document 2011. International Council on Monuments and Sites. | |
| dc.relation.references | INGEOMAC S.A.S. (2026). Resultados de laboratorio: Ensayo de límites de Atterberg — Norma NTC 4630. Consecutivos LA-165499, LA-165500, LA-165501. Cali, Colombia. | |
| dc.relation.references | International Organization for Standardization. (2018). ISO 31000:2018 — Risk management: Guidelines. ISO. https://www.iso.org/standard/65694.html | |
| dc.relation.references | Jiang, W., Jin, Y., Liu, G., Li, Q., & Li, D. (2023). Passive nearly zero energy retrofits of rammed earth rural residential buildings based on energy efficiency and cost-effectiveness analysis. Renewable and Sustainable Energy Reviews, 180, 113300. https://doi.org/10.1016/j.rser.2023.113300 | |
| dc.relation.references | Künzel, H. M. (1995). Simultaneous heat and moisture transport in building components: One- and two-dimensional calculation using simple parameters (Reporte Técnico). Fraunhofer IRB Verlag. | |
| dc.relation.references | Losini, A. E., Chitimbo, T., Létévé, L., Woloszyn, M., Grillet, A.-C., & Prime, N. (2023). Extended hygrothermal characterization of unstabilized rammed earth for modern construction. Construction and Building Materials, 409, 133904. https://doi.org/10.1016/j.conbuildmat.2023.133904 | |
| dc.relation.references | Majumder, S., Casillo, M., Colace, F., Lorusso, A., & Marongiu, F. (2023). A deep learning approach to protecting cultural heritage buildings through IoT-based systems. 2023 IEEE 24th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), 280–286. | |
| dc.relation.references | Ministero per-i Beni e le Attività Culturali. (2011). Linee Guida per la valutazione e riduzione del rischio sismico del patrimonio culturale. Presidenza del Consiglio dei Ministri. | |
| dc.relation.references | Ministerio de Vivienda, Ciudad y Territorio de Colombia. (2019). Decreto 2113 de 2019: Por el cual se dictan normas para la intervención en bienes de interés cultural y edificaciones de valor patrimonial. Diario Oficial No. 51.147. | |
| dc.relation.references | Moriasi, D. N., Gitau, M. W., Pai, N., & Daggupati, P. (2015). Hydrologic and water quality models: Performance measures and evaluation criteria. Transactions of the ASABE, 58(6), 1763–1785. https://doi.org/10.13031/trans.58.10715 | |
| dc.relation.references | Onyelowe, K. C., Onyia, M. E., & Ikpa, C. (2022). Soil water retention curve and unsaturated hydraulic properties of stabilized earthen construction materials. Journal of Building Engineering, 45, 103487. [Agregar DOI completo según fuente original] | |
| dc.relation.references | Ouellet-Plamondon, C., Kaboré, A., & Laghdir, A. (2024). Natural thermal and hygrothermal regulation with heavy cob for low carbon construction. Construction and Building Materials, 451, 138832. https://doi.org/10.1016/j.conbuildmat.2024.138832 | |
| dc.relation.references | Poupard, O., Andrade, C., & Torrenti, J. M. (2025). Moisture hysteresis in earthen construction materials: Experimental and modelling approaches. Construction and Building Materials, 410, 134220. [Agregar DOI completo según fuente original] | |
| dc.relation.references | Rode, C., Peuhkuri, R., Mortensen, L. H., Hansen, K. K., Time, B., Gustavsen, A., ... & Arfvidsson, J. (2005). Moisture buffering of building materials. NORDTEST Project Report 162. Technical University of Denmark. | |
| dc.relation.references | Rouchier, S., Busser, T., Pailha, M., Piot, A., & Woloszyn, M. (2015). Hygric characterization of wood fiber insulation under steady and dynamic conditions by means of inverse modeling. Building and Environment, 90, 129–139. https://doi.org/10.1016/j.buildenv.2015.03.025 | |
| dc.relation.references | Uprety, P., Shrestha, B., & Uprety, S. (2024). Energy performance of rammed earth building: A Kathmandu valley case study. Journal of Engineering Issues and Solutions, 3(1), 10–21. https://doi.org/10.3126/joeis.v3i1.64683 | |
| dc.relation.references | Van Genuchten, M. T. (1980). A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal, 44(5), 892–898. https://doi.org/10.2136/sssaj1980.03615995004400050002x | |
| dc.relation.references | Vulpe, C., & Beckett, C. T. S. (2025). Teaching unsaturated soil mechanics through rammed earth. 6th International Conference on Geotechnical Engineering Education (GEE 2025). | |
| dc.relation.references | Waibel, C., Posani, M., Evrard, A., & Habert, G. (2025). Estimating hygrothermal properties of a rammed earth construction from short-horizon measurements with ML. IOP Conference Series: Earth and Environmental Science, 1554(1), 012094. https://doi.org/10.1088/1755-1315/1554/1/012094 | |
| dc.relation.references | Yang, T., Chu, C., Zhang, Y., Zhang, Z., & Wan, J. (2025). Molecular dynamics simulation of clay mineral–water interfaces: Temperature-dependent structural, dynamical, and mechanical properties. Water, 17(3), 347. https://doi.org/10.3390/w17030347 | |
| dc.relation.references | Zhao, G. Q., Zhang, X., & Li, Y. (2022). Modeling of coupled heat and moisture transfer in building envelopes: A comprehensive review. Building and Environment, 207, 108500. | |
| dc.rights.accessrights | info:eu-repo/semantics/openAccess | spa |
| dc.rights.coar | http://purl.org/coar/access_right/c_14cb | |
| dc.rights.local | Abierto (Texto Completo) | spa |
| dc.subject.keyword | Tapia pisada | |
| dc.subject.keyword | hygrothermic diagnosis | |
| dc.subject.keyword | IoT monitoring | |
| dc.subject.keyword | HAMT modeling | |
| dc.subject.keyword | Reverse calibration | |
| dc.subject.keyword | Matrix suction | |
| dc.subject.keyword | Water retention curve (SWRC) | |
| dc.subject.keyword | Digital twin | |
| dc.subject.keyword | Preventive conservation | |
| dc.subject.keyword | Heritage on land | |
| dc.subject.keyword | Humid tropical climate | |
| dc.subject.lemb | Ingenieria civil | |
| dc.subject.lemb | Patrimonio construido | |
| dc.subject.lemb | Deterioro higrotérmico | |
| dc.subject.lemb | Construcción sostenible | |
| dc.subject.proposal | Tapia pisada | |
| dc.subject.proposal | Diagnóstico higrotérmico | |
| dc.subject.proposal | Monitoreo IoT | |
| dc.subject.proposal | Modelación HAMT | |
| dc.subject.proposal | Calibración inversa | |
| dc.subject.proposal | Succión matricial | |
| dc.subject.proposal | Curva de retención hídrica (SWRC) | |
| dc.subject.proposal | Gemelo digital | |
| dc.subject.proposal | Conservación preventiva | |
| dc.subject.proposal | Clima tropical húmedo. | |
| dc.subject.proposal | Patrimonio en tierra | |
| dc.title | Validación experimental de una metodología de monitoreo de bajo costo basada en IoT para el diagnóstico higrotérmico en estructuras de tapia pisada. | |
| dc.type | master thesis | |
| dc.type.coar | http://purl.org/coar/resource_type/c_bdcc | |
| dc.type.coarversion | http://purl.org/coar/version/c_ab4af688f83e57aa | spa |
| dc.type.drive | info:eu-repo/semantics/masterThesis | spa |
| dc.type.local | Tesis de maestría | spa |
| dc.type.version | info:eu-repo/semantics/acceptedVersion | spa |
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