Recently, designers of the home automation framework are looking to the Internet of Things (IoT) model to make it easier to deploy devices capable of gathering data from various plants. This situation is pushing a further evolution: from the conventional building automation, where the logic is determined by the installer or by the customer, to a cognitive system, capable of learning from the customers' preferences what the best plant configuration would be. The aim of this research work is to identify issues related to the implementation of cognitive solutions during the renovation process of buildings. The paper proposes a cognitive framework to help the operation and management phases of buildings, by means of the digitalization of the supply chain of the construction industry, from the single building aspect to the entire construction cycle. The paper presents the design of smart building elements with integrated capability to generate a massive amount of data for monitoring the energy and maintenance status of renovated buildings. The IoT paradigm has been used to link the physical word of building elements with the cognitive layer. The proposed approach has been applied and validated into a real test case.

A Cognitive Strategy for Renovation and Maintenance of Buildings through IoT Technology

Tagliabue, LC;
2020-01-01

Abstract

Recently, designers of the home automation framework are looking to the Internet of Things (IoT) model to make it easier to deploy devices capable of gathering data from various plants. This situation is pushing a further evolution: from the conventional building automation, where the logic is determined by the installer or by the customer, to a cognitive system, capable of learning from the customers' preferences what the best plant configuration would be. The aim of this research work is to identify issues related to the implementation of cognitive solutions during the renovation process of buildings. The paper proposes a cognitive framework to help the operation and management phases of buildings, by means of the digitalization of the supply chain of the construction industry, from the single building aspect to the entire construction cycle. The paper presents the design of smart building elements with integrated capability to generate a massive amount of data for monitoring the energy and maintenance status of renovated buildings. The IoT paradigm has been used to link the physical word of building elements with the cognitive layer. The proposed approach has been applied and validated into a real test case.
2020
IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society
Singapore
18-21 October 2020
IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society
IEEE
1949
1954
978-1-7281-5414-5
Internet of Things; Building Automation; Konnex; fieldbus; cognitive building; Energy Efficiency; predictive maintenance
Rinaldi, S; Ferrari, P; Flammini, A; Pasetti, M; Sisinni, E; Tagliabue, LC; Ciribini, AC; Martinelli, F; Mangili, S
File in questo prodotto:
File Dimensione Formato  
A_Cognitive_Strategy_for_Renovation_and_Maintenance_of_Buildings_through_IoT_Technology (2).pdf

Accesso riservato

Tipo di file: PDF EDITORIALE
Dimensione 1.05 MB
Formato Adobe PDF
1.05 MB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1890503
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 7
  • ???jsp.display-item.citation.isi??? 4
social impact