Rule-based inferencing diagnosis in HBIM

Title

Rule-based inferencing diagnosis in HBIM

Creator(s)

Bruno, Silvana

Musicco, Antonella

Galantucci, Rosella Alessia

Fatiguso, Fabio

Date

2020

Is Part Of

Archeologia e Calcolatori

Volume

31

Issue

2

Pages

269-280

Language

eng

Rights

CC BY-NC-ND 4.0

DOI

https://doi.org/10.19282/ac.31.2.2020.25

URI

https://www.archcalc.cnr.it/journal/articles/1110

Zotero BiDiAr

https://www.zotero.org/groups/5293298/bidiar/items/WPT7DHXI/item-list

Abstract

The aim of this paper is the implementation of a methodological workflow for the diagnosis of masonry settlings, within the HBIM approach, developing a rule-based logical inference tool in Visual Programming Language. The rule-based inferencing diagnosis is a guided process, which increases the confidence factor about settlings and actual causes, on the basis of surveyors’ technical insights and evidences. The final step is the suggestion of appropriate interventions. The results show that inference logic is directly applicable to the diagnosis problem; their efficacy depends on i) the structured parametric and data modelling of decay patterns in the HBIM model and ii) the knowledge base training. The application has been validated on a case study, Masseria Don Cataldo (Bari, South Italy).