Representation of manufacturing equipment and services for OKD-MES: From service descriptions to ontology

Sergii  Iarovyi; Borja Ramis; Xiangbin Xu; Anisa Sampath; Andrei  Lobov; Jose L.  Martinez Lastra

doi:10.1109/INDIN.2015.7281883

Representation of manufacturing equipment and services for OKD-MES: From service descriptions to ontology

Sergii Iarovyi, Borja Ramis, Xiangbin Xu, Anisa Sampath, Andrei Lobov, Jose L. Martinez Lastra

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

14 Citations (Scopus)

Abstract

Demand for efficiency in the domain of manufacturing increases driven by competition for resources and customers. Adaptation of the modern concepts which have proven their benefits in other domains to the automation of manufacturing systems provides a field for innovation. Recent developments in Cyber-Physical Systems, Service-oriented Architecture and Knowledge-Driven Approach suggest an ecosystem for contemporary factory. Such set of concepts is applied in the eScop project for implementation of Open Knowledge-Driven Manufacturing Execution System (OKD-MES). The Knowledge-Driven approach introduces new possibilities for efficient operation of the system, but also requires significant effort to describe knowledge about the system. Significant part of this knowledge may be provided by the equipment in the factory shop floor. The approach which facilitates the process of population of knowledge base using the data from manufacturing equipment in automated manner should lower the cost and the organizational threshold for introduction of OKD-MES to the industry. This paper evaluates the possibilities for extraction of required semantic data from the descriptions provided by the smart service-oriented manufacturing equipment.

Original language	English
Title of host publication	IEEE 13th International Conference on Industrial Informatics (INDIN), 2015
Pages	1069-1074
Number of pages	6
DOIs	https://doi.org/10.1109/INDIN.2015.7281883
Publication status	Published - 1 Jul 2015
Publication type	A4 Article in a conference publication
Event	IEEE International Conference on Industrial Informatics - Duration: 1 Jan 1900 → …

Conference

Conference	IEEE International Conference on Industrial Informatics
Period	1/01/00 → …

Keywords

knowledge management
manufacturing systems
ontologies (artificial intelligence)
organisational aspects
service-oriented architecture
OKD-MES
cyber-physical systems
eScop project
factory shop floor
knowledge base
knowledge-driven approach
manufacturing equipment representation
manufacturing service representation
ontology
open knowledge-driven manufacturing execution system
organizational threshold
semantic data extraction
service description
smart service-oriented manufacturing equipment
Automation
Manufacturing systems
OWL
Ontologies
Service-oriented architecture
CPS
Knowledge Driven systems
Linked Data
SOA
Web Services
industrial automation
ontologies

Publication forum classification

Publication forum level 1

Access to Document

10.1109/INDIN.2015.7281883

Cite this

@inproceedings{a1295075ea3f4148b80f64a5d142234a,

title = "Representation of manufacturing equipment and services for OKD-MES: From service descriptions to ontology",

abstract = "Demand for efficiency in the domain of manufacturing increases driven by competition for resources and customers. Adaptation of the modern concepts which have proven their benefits in other domains to the automation of manufacturing systems provides a field for innovation. Recent developments in Cyber-Physical Systems, Service-oriented Architecture and Knowledge-Driven Approach suggest an ecosystem for contemporary factory. Such set of concepts is applied in the eScop project for implementation of Open Knowledge-Driven Manufacturing Execution System (OKD-MES). The Knowledge-Driven approach introduces new possibilities for efficient operation of the system, but also requires significant effort to describe knowledge about the system. Significant part of this knowledge may be provided by the equipment in the factory shop floor. The approach which facilitates the process of population of knowledge base using the data from manufacturing equipment in automated manner should lower the cost and the organizational threshold for introduction of OKD-MES to the industry. This paper evaluates the possibilities for extraction of required semantic data from the descriptions provided by the smart service-oriented manufacturing equipment.",

keywords = "knowledge management, manufacturing systems, ontologies (artificial intelligence), organisational aspects, service-oriented architecture, OKD-MES, cyber-physical systems, eScop project, factory shop floor, knowledge base, knowledge-driven approach, manufacturing equipment representation, manufacturing service representation, ontology, open knowledge-driven manufacturing execution system, organizational threshold, semantic data extraction, service description, smart service-oriented manufacturing equipment, Automation, Manufacturing systems, OWL, Ontologies, Service-oriented architecture, CPS, Knowledge Driven systems, Linked Data, SOA, Web Services, industrial automation, ontologies",

author = "Sergii Iarovyi and Borja Ramis and Xiangbin Xu and Anisa Sampath and Andrei Lobov and {Martinez Lastra}, {Jose L.}",

note = "AUX=orc,{"}Sampath, Anisa{"}; IEEE International Conference on Industrial Informatics ; Conference date: 01-01-1900",

year = "2015",

month = jul,

day = "1",

doi = "10.1109/INDIN.2015.7281883",

language = "English",

isbn = "978-1-4799-6649-3",

pages = "1069--1074",

booktitle = "IEEE 13th International Conference on Industrial Informatics (INDIN), 2015",

}

Iarovyi, S, Ramis, B, Xu, X, Sampath, A, Lobov, A & Martinez Lastra, JL 2015, Representation of manufacturing equipment and services for OKD-MES: From service descriptions to ontology. in IEEE 13th International Conference on Industrial Informatics (INDIN), 2015 . pp. 1069-1074, IEEE International Conference on Industrial Informatics, 1/01/00. https://doi.org/10.1109/INDIN.2015.7281883

Representation of manufacturing equipment and services for OKD-MES: From service descriptions to ontology. / Iarovyi, Sergii ; Ramis, Borja; Xu, Xiangbin; Sampath, Anisa; Lobov, Andrei ; Martinez Lastra, Jose L. .

IEEE 13th International Conference on Industrial Informatics (INDIN), 2015 . 2015. p. 1069-1074.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Representation of manufacturing equipment and services for OKD-MES: From service descriptions to ontology

AU - Iarovyi, Sergii

AU - Ramis, Borja

AU - Xu, Xiangbin

AU - Sampath, Anisa

AU - Lobov, Andrei

AU - Martinez Lastra, Jose L.

N1 - AUX=orc,"Sampath, Anisa"

PY - 2015/7/1

Y1 - 2015/7/1

N2 - Demand for efficiency in the domain of manufacturing increases driven by competition for resources and customers. Adaptation of the modern concepts which have proven their benefits in other domains to the automation of manufacturing systems provides a field for innovation. Recent developments in Cyber-Physical Systems, Service-oriented Architecture and Knowledge-Driven Approach suggest an ecosystem for contemporary factory. Such set of concepts is applied in the eScop project for implementation of Open Knowledge-Driven Manufacturing Execution System (OKD-MES). The Knowledge-Driven approach introduces new possibilities for efficient operation of the system, but also requires significant effort to describe knowledge about the system. Significant part of this knowledge may be provided by the equipment in the factory shop floor. The approach which facilitates the process of population of knowledge base using the data from manufacturing equipment in automated manner should lower the cost and the organizational threshold for introduction of OKD-MES to the industry. This paper evaluates the possibilities for extraction of required semantic data from the descriptions provided by the smart service-oriented manufacturing equipment.

AB - Demand for efficiency in the domain of manufacturing increases driven by competition for resources and customers. Adaptation of the modern concepts which have proven their benefits in other domains to the automation of manufacturing systems provides a field for innovation. Recent developments in Cyber-Physical Systems, Service-oriented Architecture and Knowledge-Driven Approach suggest an ecosystem for contemporary factory. Such set of concepts is applied in the eScop project for implementation of Open Knowledge-Driven Manufacturing Execution System (OKD-MES). The Knowledge-Driven approach introduces new possibilities for efficient operation of the system, but also requires significant effort to describe knowledge about the system. Significant part of this knowledge may be provided by the equipment in the factory shop floor. The approach which facilitates the process of population of knowledge base using the data from manufacturing equipment in automated manner should lower the cost and the organizational threshold for introduction of OKD-MES to the industry. This paper evaluates the possibilities for extraction of required semantic data from the descriptions provided by the smart service-oriented manufacturing equipment.

KW - knowledge management

KW - manufacturing systems

KW - ontologies (artificial intelligence)

KW - organisational aspects

KW - service-oriented architecture

KW - OKD-MES

KW - cyber-physical systems

KW - eScop project

KW - factory shop floor

KW - knowledge base

KW - knowledge-driven approach

KW - manufacturing equipment representation

KW - manufacturing service representation

KW - ontology

KW - open knowledge-driven manufacturing execution system

KW - organizational threshold

KW - semantic data extraction

KW - service description

KW - smart service-oriented manufacturing equipment

KW - Automation

KW - Manufacturing systems

KW - OWL

KW - Ontologies

KW - Service-oriented architecture

KW - CPS

KW - Knowledge Driven systems

KW - Linked Data

KW - SOA

KW - Web Services

KW - industrial automation

KW - ontologies

U2 - 10.1109/INDIN.2015.7281883

DO - 10.1109/INDIN.2015.7281883

M3 - Conference contribution

SN - 978-1-4799-6649-3

SP - 1069

EP - 1074

BT - IEEE 13th International Conference on Industrial Informatics (INDIN), 2015

T2 - IEEE International Conference on Industrial Informatics

Y2 - 1 January 1900

ER -

Representation of manufacturing equipment and services for OKD-MES: From service descriptions to ontology

Abstract

Conference

Keywords

Publication forum classification

Access to Document

Fingerprint

Cite this