A knowledge-based solution for automatic mapping in component based automation systems

Borja Ramis Ferrer; Bilal Ahmad; Andrei Lobov; Daniel Vera; Jose L. Martinez Martinez Lastra; Robert Harrison

doi:10.1109/INDIN.2015.7281745

A knowledge-based solution for automatic mapping in component based automation systems

Borja Ramis Ferrer, Bilal Ahmad, Andrei Lobov, Daniel Vera, Jose L. Martinez Martinez Lastra, Robert Harrison

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

13 Citations (Scopus)

Abstract

Due to the current business requirements, the manufacturing industry is striving to reduce design, development and commissioning time of production systems to manufacture new products in a timely manner. The use of new technologies such as virtual engineering, automatic code generation and knowledge-based approaches is being extensively researched. This paper presents a framework that utilizes a knowledge-based approach to automate the component mapping in the code generation process. The raw data is taken from simulation models of manufacturing systems developed in 3D based virtual engineering tools. Moreover, a prototype implementation is presented and the results are discussed.

Original language	English
Title of host publication	IEEE 13th International Conference on Industrial Informatics (INDIN), 2015
Pages	262-268
Number of pages	7
DOIs	https://doi.org/10.1109/INDIN.2015.7281745
Publication status	Published - 1 Jul 2015
Publication type	A4 Article in conference proceedings
Event	IEEE International Conference on Industrial Informatics - Duration: 1 Jan 1900 → …

Conference

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

Keywords

ontologies (artificial intelligence)
product design
product development
virtual manufacturing
3D based virtual engineering tools
automatic code generation
automatic mapping
business requirements
component mapping
component-based automation systems
manufacturing industry
product manufacturing
production system commissioning time reduction
production system design time reduction
production system development time reduction
raw data
simulation models
virtual engineering
Actuators
Cognition
Data models
Engines
Manufacturing systems
OWL
Ontologies
SWRL
Virtual engineering
control systems
data mapping
knowledge representation
ontology

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Publication forum level 1

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10.1109/INDIN.2015.7281745

Cite this

@inproceedings{d340024515624fc1b26fa102fc15a0da,

title = "A knowledge-based solution for automatic mapping in component based automation systems",

abstract = "Due to the current business requirements, the manufacturing industry is striving to reduce design, development and commissioning time of production systems to manufacture new products in a timely manner. The use of new technologies such as virtual engineering, automatic code generation and knowledge-based approaches is being extensively researched. This paper presents a framework that utilizes a knowledge-based approach to automate the component mapping in the code generation process. The raw data is taken from simulation models of manufacturing systems developed in 3D based virtual engineering tools. Moreover, a prototype implementation is presented and the results are discussed.",

keywords = "ontologies (artificial intelligence), product design, product development, virtual manufacturing, 3D based virtual engineering tools, automatic code generation, automatic mapping, business requirements, component mapping, component-based automation systems, manufacturing industry, product manufacturing, production system commissioning time reduction, production system design time reduction, production system development time reduction, raw data, simulation models, virtual engineering, Actuators, Cognition, Data models, Engines, Manufacturing systems, OWL, Ontologies, SWRL, Virtual engineering, control systems, data mapping, knowledge representation, ontology",

author = "Ferrer, \{Borja Ramis\} and Bilal Ahmad and Andrei Lobov and Daniel Vera and \{Martinez Lastra\}, \{Jose L. Martinez\} and Robert Harrison",

year = "2015",

month = jul,

day = "1",

doi = "10.1109/INDIN.2015.7281745",

language = "English",

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

pages = "262--268",

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

note = "IEEE International Conference on Industrial Informatics ; Conference date: 01-01-1900",

}

Ferrer, BR, Ahmad, B, Lobov, A, Vera, D, Martinez Lastra, JLM & Harrison, R 2015, A knowledge-based solution for automatic mapping in component based automation systems. in IEEE 13th International Conference on Industrial Informatics (INDIN), 2015 . pp. 262-268, IEEE International Conference on Industrial Informatics, 1/01/00. https://doi.org/10.1109/INDIN.2015.7281745

TY - GEN

T1 - A knowledge-based solution for automatic mapping in component based automation systems

AU - Ferrer, Borja Ramis

AU - Ahmad, Bilal

AU - Lobov, Andrei

AU - Vera, Daniel

AU - Martinez Lastra, Jose L. Martinez

AU - Harrison, Robert

PY - 2015/7/1

Y1 - 2015/7/1

N2 - Due to the current business requirements, the manufacturing industry is striving to reduce design, development and commissioning time of production systems to manufacture new products in a timely manner. The use of new technologies such as virtual engineering, automatic code generation and knowledge-based approaches is being extensively researched. This paper presents a framework that utilizes a knowledge-based approach to automate the component mapping in the code generation process. The raw data is taken from simulation models of manufacturing systems developed in 3D based virtual engineering tools. Moreover, a prototype implementation is presented and the results are discussed.

AB - Due to the current business requirements, the manufacturing industry is striving to reduce design, development and commissioning time of production systems to manufacture new products in a timely manner. The use of new technologies such as virtual engineering, automatic code generation and knowledge-based approaches is being extensively researched. This paper presents a framework that utilizes a knowledge-based approach to automate the component mapping in the code generation process. The raw data is taken from simulation models of manufacturing systems developed in 3D based virtual engineering tools. Moreover, a prototype implementation is presented and the results are discussed.

KW - ontologies (artificial intelligence)

KW - product design

KW - product development

KW - virtual manufacturing

KW - 3D based virtual engineering tools

KW - automatic code generation

KW - automatic mapping

KW - business requirements

KW - component mapping

KW - component-based automation systems

KW - manufacturing industry

KW - product manufacturing

KW - production system commissioning time reduction

KW - production system design time reduction

KW - production system development time reduction

KW - raw data

KW - simulation models

KW - virtual engineering

KW - Actuators

KW - Cognition

KW - Data models

KW - Engines

KW - Manufacturing systems

KW - OWL

KW - Ontologies

KW - SWRL

KW - Virtual engineering

KW - control systems

KW - data mapping

KW - knowledge representation

KW - ontology

U2 - 10.1109/INDIN.2015.7281745

DO - 10.1109/INDIN.2015.7281745

M3 - Conference contribution

SN - 978-1-4799-6649-3

SP - 262

EP - 268

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

T2 - IEEE International Conference on Industrial Informatics

Y2 - 1 January 1900

ER -

A knowledge-based solution for automatic mapping in component based automation systems

Abstract

Conference

Keywords

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Cite this