Utilización de la Inteligencia Artificial en el diagnóstico patológico de edificaciones de valor patrimonial

Chávez-Hernández, J. A.; Recarey, Carlos; García-Lorenzo, María Matilde; López-Jiménez, O.

doi:10.3989/ic.11.036

Cited by 6 publications

(2 citation statements)

References 2 publications

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“…[27][28]. Moreover, the vulnerability analysis gradually progresses in diagnosis of architectural heritage [29][30][31][32][33].…”

Section: /52mentioning

confidence: 99%

Vulnerability Index: A New Approach for Preventive Conservation of Monuments

Ortiz

2016

International Journal of Architectural Heritage

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A new approach is developed for vulnerability analysis of monuments based on a matrix model and the relationships with static and structural factors, climatic conditions, air quality, urban planning and social agents for preventive conservation of cultural heritage in urban centers.The objective is to provide tools for decision-makers in the current recession to allow them to prioritize strategies for cultural heritage preservation in a town, where territorial policies are applied and regions where restoration budget is distributed. This new tool allow to classify monuments in order to prioritize restoration and is a useful tool in deeper analysis associated to risks assessment.The degradation of building materials and structures is mainly due to deterioration caused by structural instability, weathering, pollution and anthropogenic damage. The vulnerability approach of each monument (vulnerability indexes) were calculated, based on a Leopold matrix that depends on intrinsic variables and the life of the monuments. For the very first time, the influence of different deterioration agents has been balanced with a Delphi forecast based on architects´ opinions.The result is a new pre-Artificial Intelligence tool that enables users to reproduce human reasoning to study relations between vulnerability factors, risk factors and the historical parameters of the monuments.

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“…[27][28]. Moreover, the vulnerability analysis gradually progresses in diagnosis of architectural heritage [29][30][31][32][33].…”

Section: /52mentioning

confidence: 99%

Vulnerability Index: A New Approach for Preventive Conservation of Monuments

Ortiz

2016

International Journal of Architectural Heritage

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“…Other research has focused on the development of methodologies based on the use of artificial intelligence, creating models for predicting the useful life of the building based on fuzzy logic, which determines and evaluates the factors that affect vulnerability and risks that affect the asset [15,31]. There are other models based on prediction methodologies supported by statistical probability data [32].…”

Section: Introductionmentioning

confidence: 99%

Pathologic and Risk Analysis of the Lojuela Castle (Granada-Spain): Methodology and Preventive Conservation for Medieval Earthen Fortifications

et al. 2020

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This study presents a methodology generated for the preventive conservation of defensive earthen architecture, applied to the case of the Lojuela Castle (Lecrin Valley, Granada, Spain). In the application of the designed protocol, a multidisciplinary analysis of its patrimonial characteristics and multidimensional evaluation was developed, applying the technique of qualitative consultation to a group of experts—the Delphi method. This methodology allowed us to relate the hazard factors and the vulnerability of the asset for each group of risks that affect it. The support of the method in with geographic information systems (GIS) has favored the production of predictive cartography and risk analysis—including the territorial dimensions and spatial interactions of the asset with the physical environment. This has facilitated the obtention of micro-zoning maps of each of the risks examined. The risk mapping in micro-zoning and the knowledge of the structure’s vulnerability represents an important contribution to the future conservation and management of this heritage. They favor strategies that minimize the incidence of risks and allow the prioritization of the conservation actions with a minimum economic investment, creating an efficient maintenance program. This will facilitate the protection, conservation and valorization decisions by the administration and the competent bodies involved in the protection of these sites.

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