Maintenance service optimization in smart buildings through ultrasonic sensors network

Moretti, Nicola; Cadena, Juan Diego Blanco; Mannino, Antonino; Poli, Tiziana; Cecconi, Fulvio Re

doi:10.1080/17508975.2020.1765723

Cited by 21 publications

(12 citation statements)

References 22 publications

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“…On the other hand, the remaining articles that do not deal with SHM address equipment maintenance [66][67][68] and space management [64,69,71,72]. Here too, collected sensors data are stored in an external database.…”

Section: Fm Core Competence: Operations and Maintenance (Oandm)mentioning

confidence: 99%

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Building Information Modelling and Internet of Things Integration for Facility Management—Literature Review and Future Needs

2021

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Digitisation of the built environment is seen as a significant factor for innovation in the Architecture, Engineering, Construction and Operation sector. However, lack of data and information in as-built digital models considerably limits the potential of Building Information Modelling in Facility Management. Therefore, optimisation of data collection and management is needed, all the more so now that Industry 4.0 has widened the use of sensors into buildings and infrastructures. A literature review on the two main pillars of digitalisation in construction, Building Information Modelling and Internet of Things, is presented, along with a bibliographic analysis of two citations and abstracts databases focusing on the operations stage. The bibliographic research has been carried out using Web of Science and Scopus databases. The article is aimed at providing a detailed analysis of BIM–IoT integration for Facility Management (FM) process improvements. Issues, opportunities and areas where further research efforts are required are outlined. Finally, four key areas of further research development in FM management have been proposed, focusing on optimising data collection and management.

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Section: Fm Core Competence: Operations and Maintenance (Oandm)mentioning

confidence: 99%

“…Articles that deal with management and maintenance services [64,69] focus primarily on occupancy control even if these systems are not always reliable due to their difficulty in counting people in crowded spaces.…”

Section: Fm Core Competence: Operations and Maintenance (Oandm)mentioning

confidence: 99%

Building Information Modelling and Internet of Things Integration for Facility Management—Literature Review and Future Needs

2021

Self Cite

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“…Smart homes and buildings (discussed in 4 documents). Moretti, et al, proposed a conceptual framework that incorporated the use of ultrasonic sensors for the purpose of monitoring indoor activity of a building, which includes sensors placed in rooms to monitor usage, occupancy, and maintenance, which integrate with analytics to provide automated reporting of indoor activity; furthermore, the author discussed the potential to incorporate a blockchain-based management system, through using smart contracts to provide automated payments upon successful delivery of maintenance works [76]. Roy, et al, proposed a prototype for a smart home ecosystem, which included the aggregation of a home device network, blockchain platform, and maintenance service system; furthermore, the home network was comprised of smart meters, IoT, and actuators; the blockchain was used to store and validate results received from the home devices; while the maintenance system provided facility management through identifying when replacement parts were required and provided credentials of prospective suppliers [77].…”

Section: Smart Citiesmentioning

confidence: 99%

Exploratory literature review of blockchain in the construction industry

Scott

Broyd

2021

Automation in Construction

100

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“…Moreover, the integration of multi-sensors performance and BIM laser lofting instrument for bridges, tall buildings, and tunnels is an innovative approach for preserving time and power in construction [ 144 ]. Many studies now exist in the field of remote sensing for monitoring which considers various types of sensors such as image recognition sensors, ultrasonic sensors network for crack detection, multimodal sensors, and others based on working conditions for different purposes such as vibration or emission monitoring [ 47 , 145 , 146 , 147 , 148 , 149 , 150 , 151 , 152 , 153 , 154 ].…”

Section: Content Analysismentioning

confidence: 99%

Application of Building Information Modelling (BIM) in the Health Monitoring and Maintenance Process: A Systematic Review

Panah

Kioumarsi

2021

Sensors

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Improvements in the science of health monitoring and maintenance have facilitated the observation of damage and defects in existing structures and infrastructures, such as bridges and railways. The need to extend sensing technology through the use of wireless sensors as well as the lack of description tools for understanding, visualizing, and documenting sensor outputs has encouraged researchers to use powerful tools such as Building Information Modelling (BIM) systems. BIM has become important because of conducting tools widely used in the Architecture, Engineering, and Construction (AEC) industry to present and manage information on structural systems and situations. Since combining health monitoring and maintenance results with BIM models is a new field of study, and most projects utilize various aspects of it, we have conducted a review of important work related to this subject published from 2010 to November of 2020. After reviewing 278 journal articles, research trends, approaches, methods, gaps, and future agenda related to BIM in monitoring and maintenance were highlighted. This paper, through a bibliometric and content analysis, concludes that besides main improvements, some limitations now exist which affect the modeling and maintenance process. These limitations are related to extending the IFC schema, optimizing sensor data, interoperability among various BIM platforms, optimization of various sensing technologies for fault detection and management of huge amounts of data, besides consideration of environmental effects on monitoring hazards and underground objects. Finally, this paper aims to help to solve the mentioned limitation through a comprehensive review of existing research.

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Maintenance service optimization in smart buildings through ultrasonic sensors network

Cited by 21 publications

References 22 publications

Building Information Modelling and Internet of Things Integration for Facility Management—Literature Review and Future Needs

Building Information Modelling and Internet of Things Integration for Facility Management—Literature Review and Future Needs

Exploratory literature review of blockchain in the construction industry

Application of Building Information Modelling (BIM) in the Health Monitoring and Maintenance Process: A Systematic Review

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