Process optimization of service-oriented automation devices based on Petri nets

This paper introduces a novel method for the specification and selection of criteria-weighted operation modes for the orchestration of services in industrial automation using Petri nets. The objective is to provide to the internal decision support system of a service-oriented automation device or of...

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Hauptverfasser:	Mendes, J Marco, Leitão, Paulo, Restivo, Francisco, Colombo, Armando W
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Artificial intelligence Automation Computer industry Computer science Decision making Electrical equipment industry Optimization methods Petri nets Quality of service Web services
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creator	Mendes, J Marco Leitão, Paulo Restivo, Francisco Colombo, Armando W
description	This paper introduces a novel method for the specification and selection of criteria-weighted operation modes for the orchestration of services in industrial automation using Petri nets. The objective is to provide to the internal decision support system of a service-oriented automation device or of another applicable computational system the capability to select the best path in a Petri net orchestration model considering different criteria to evaluate the quality of services, such as the time, energy efficiency and reliability. The transition-invariants obtained from the Petri net represent the set of possible modi operandi and these are then weighted with decision criteria. The result will be afterwards evaluated in order to select the optimal modus operandi to be executed by the device. Based on the experiments, this method permits the dynamic optimization of processes in real-time, considering available parameters from devices and other resources.
doi_str_mv	10.1109/INDIN.2010.5549413
format	Conference Proceeding
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subjects	Artificial intelligence Automation Computer industry Computer science Decision making Electrical equipment industry Optimization methods Petri nets Quality of service Web services
title	Process optimization of service-oriented automation devices based on Petri nets
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