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Utilization of Interoperability between the BACnet and KNX Technologies for Monitoring of Operational-Technical Functions in Intelligent Buildings by Means of the PI System SW Tool

J. Vanus, Radek Martínek, Jan Nedoma, Marcel Fajkus, Pavel Valíček, Tomáš Novák

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Abstract

This paper describes the proposed solution to the implementation of monitoring of controlled operational-technical functions in intelligent buildings, providing for interoperability between the individual technological units employing the PI System SW Tool. Within the experiment conducted, a method has been proposed to verify the minimum number of input quantities necessary for the Artificial Neural Network (ANN) with the Levenberg-Marquardt algorithm (LMA) within the prediction of the course of CO2 in the monitored area, using interoperability between the KNX and BACnet technologies.

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What this paper is about

This paper describes the proposed solution to the implementation of monitoring of controlled operational-technical functions in intelligent buildings, providing for interoperability between the individual technological units employing the PI System SW Tool. Within the experiment conducted, a method has been proposed to verify the minimum number of input quantities necessary for the Artificial Neural Network (ANN) with the Levenberg-Marquardt algorithm (LMA) within the prediction of the course of CO2 in the monitored area, using interoperability between the KNX and BACnet technologies.

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Available abstract

This paper describes the proposed solution to the implementation of monitoring of controlled operational-technical functions in intelligent buildings, providing for interoperability between the individual technological units employing the PI System SW Tool. Within the experiment conducted, a method has been proposed to verify the minimum number of input quantities necessary for the Artificial Neural Network (ANN) with the Levenberg-Marquardt algorithm (LMA) within the prediction of the course of CO2 in the monitored area, using interoperability between the KNX and BACnet technologies.

Key concepts: Interoperability, Building automation, Computer science, Artificial neural network, Embedded system, Real-time computing, Systems engineering, Engineering

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