The paper describes a knowledge-based control loop as the key feature of a generic control architecture for nodes in a Reconfigurable Transportation Systems (RTSs). In particular, two main aspects are presented: (i) the design of an ontology-based representation of information related to both internal configurations/capabilities of a node and the active connections with its neighbors in the plant; (ii) the definition of a relationship between the ontology and the abstract model exploited by a temporal planning and execution module to implement control strategies of a single node. The main contribution is in proposing a connection between ontology-based representation and planning and execution model. The goal is to enable dynamic inference of control models so as to adapt control strategies to mutating shop-floor scenarios.

An Ontology-Based Domain Representation for Plan-Based Controllers in a Reconfigurable Manufacturing System

Borgo Stefano;Cesta Amedeo;Orlandini Andrea;Umbrico Alessandro
2015

Abstract

The paper describes a knowledge-based control loop as the key feature of a generic control architecture for nodes in a Reconfigurable Transportation Systems (RTSs). In particular, two main aspects are presented: (i) the design of an ontology-based representation of information related to both internal configurations/capabilities of a node and the active connections with its neighbors in the plant; (ii) the definition of a relationship between the ontology and the abstract model exploited by a temporal planning and execution module to implement control strategies of a single node. The main contribution is in proposing a connection between ontology-based representation and planning and execution model. The goal is to enable dynamic inference of control models so as to adapt control strategies to mutating shop-floor scenarios.
2015
Istituto di Scienze e Tecnologie della Cognizione - ISTC
Istituto di Scienze e Tecnologie della Cognizione - ISTC
Inglese
Russell, Ingrid; Eberle, William
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference
Twenty-Eighth International Florida Artificial Intelligence Research Society Conference
28
354
359
6
978-1-57735-730-8
http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS15/paper/view/10427
Sì, ma tipo non specificato
May 18 - 20, 2015
Hollywood, Florida, USA
timeline-based planning; Knowledge-based Systems; Reconfigurable manufacturing systems
3
none
Borgo, Stefano; Cesta, Amedeo; Orlandini, Andrea; Umbrico, Alessandro
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/300201
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