Optimal Sensor Placement in Smart Home Using Building Information Modeling: A Home Support Application - 25/05/23
, Y. Fousseret, Y. ParmantierAbstract |
Objectives |
In this paper, we present a plugin for the optimal placement of sensors in a smart home. Our approach includes the Building Information Modeling (BIM) which is a plan that describes the building layout.
Material and methods |
This plugin uses the CSTB EveBim viewer for loading IFC file representing the digital building's model. We use then, a mathematical model based on a mixed integer linear program, to determine the optimal sensor placement according to building and sensors characteristics.
Results |
The results show the efficiency of the proposed algorithm and the developed plugin. We obtain an optimal solution after few seconds, and we show the sensor placement on the building digital model.
Conclusion |
We show the relevance of the proposed plugin to equip room of retirement home or ambient assisted living in order to identify occupant activity for home support application.
Il testo completo di questo articolo è disponibile in PDF.Graphical abstract |
Highlights |
• | A new plugin for optimal sensor placement using the Building Information Modeling. |
• | A mathematical model based on integer linear programming for sensor placement. |
• | We take into account: zone size, exclusion zone, sensor field of view and placement. |
• | Application: home support to equip an Ambient Assisted Living. |
Keywords : Smart home, PIR sensor, Optimal sensor placement, Mathematical modeling, Activities of daily living
Mappa
Vol 44 - N° 3
Articolo 100745- giugno 2023 Ritorno al numero
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