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Software Engineering Integration
For Flexible Automation Systems
Linked Data in Automation Systems Engineering
Marta Sabou, Fajar J. Ekaputra, Olga Kovalenko, Stefan Biffl
Institute of Software Technology and Information System.
Vienna University of Technology
http://cdl.ifs.tuwien.ac.at
Christian Doppler Laboratory
Cyber-Physical Systems (CPS)
Flexible, adaptive manufacturing (CPPS) Smart, distributed transportation systems
Software Eng.Mechanical Eng. Electrical Eng.
CPS Engineering Phase
3
Problem Setting:
Multi-disciplinary Engineering
4
AutomationML: Industrie4.0 standard
AutomationML consortium: ABB, Daimler, Kuka, Siemens, Volkswagen ….
Open, neutral, XML based, and free industry data representation standard
which enables a domain and company spanning transfer of engineering data
Credits: www.automationml.org
Problem Overview
5
①Complex data structure with intricate links between disciplines
②Integration of AutomationML files from different disciplines important
③Limited support for cross-disciplinary analytics
④Limited options for platform independent browsing of AutomationML data
AML Files
External
Sources
(e.g., Ecl@ss)
Solution?
2
3
4
1
Project
Manager
Analysis &
Monitoring
Validation &
Defect
Detection
Browsable
Visualization
Domain
Experts
Engineers
Quality
Manager
Solution: AutomationML Analyzer
6
AML Files
Development
External Sources
Development
(e.g., Ecl@ss)
Quality
Manager
Analysis &
Monitoring
Validation &
Defect Detection
Browsable
Visualization
OWL
Transformation
RDF
Triple
store
(Predefined)
SPARQL Queries
Linked Data
Visualization
Ontology Based
Data Integration
& Enhancement
1
AML files
AML
models
OWL/RDF
external data
linked data
interface
end-user
interface
2
Project
Manager
Domain
Experts
Engineers
AML Analyzer
SPARQL query;
query results
AMLHub - AML
Management
3
4
SPARQL
Querying
Endpoint
enhanced
OWL/RDF data
Feedbacks
Relies on Linked Data technologies to enable efficient integration,
browsing, querying, and analysis of diverse mechatronic engineering
models represented in the AutomationML.
Browser based visualisation
7
Browsable
internal
links
Different
Views on
Data
Querying Integrated AutomationML Data
8
Predefined
SPARQL queries
enable monitoring,
analysis, validation
and defect
detection tasks
Take Home Message
 Multi-disciplinary engineering (MDE)
– Representative for CPS and Industrie4.0
– Complex setting
 AutomationML
– Data exchange format for mechatronic engineering data
 Linked Data benefits for MDE:
– Ontology-based integration of diverse engineering models
– Helping to make implicit connections explicit
– Linking to external Web resources (Ecl@ss)
– Creation of browser-based visualizations
– Query supported analysis of cross-disciplinary data
9
10
Thank you

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Linked Data for Automation Systems Engineering

  • 1. Software Engineering Integration For Flexible Automation Systems Linked Data in Automation Systems Engineering Marta Sabou, Fajar J. Ekaputra, Olga Kovalenko, Stefan Biffl Institute of Software Technology and Information System. Vienna University of Technology http://cdl.ifs.tuwien.ac.at Christian Doppler Laboratory
  • 2. Cyber-Physical Systems (CPS) Flexible, adaptive manufacturing (CPPS) Smart, distributed transportation systems Software Eng.Mechanical Eng. Electrical Eng. CPS Engineering Phase
  • 4. 4 AutomationML: Industrie4.0 standard AutomationML consortium: ABB, Daimler, Kuka, Siemens, Volkswagen …. Open, neutral, XML based, and free industry data representation standard which enables a domain and company spanning transfer of engineering data Credits: www.automationml.org
  • 5. Problem Overview 5 ①Complex data structure with intricate links between disciplines ②Integration of AutomationML files from different disciplines important ③Limited support for cross-disciplinary analytics ④Limited options for platform independent browsing of AutomationML data AML Files External Sources (e.g., Ecl@ss) Solution? 2 3 4 1 Project Manager Analysis & Monitoring Validation & Defect Detection Browsable Visualization Domain Experts Engineers Quality Manager
  • 6. Solution: AutomationML Analyzer 6 AML Files Development External Sources Development (e.g., Ecl@ss) Quality Manager Analysis & Monitoring Validation & Defect Detection Browsable Visualization OWL Transformation RDF Triple store (Predefined) SPARQL Queries Linked Data Visualization Ontology Based Data Integration & Enhancement 1 AML files AML models OWL/RDF external data linked data interface end-user interface 2 Project Manager Domain Experts Engineers AML Analyzer SPARQL query; query results AMLHub - AML Management 3 4 SPARQL Querying Endpoint enhanced OWL/RDF data Feedbacks Relies on Linked Data technologies to enable efficient integration, browsing, querying, and analysis of diverse mechatronic engineering models represented in the AutomationML.
  • 8. Querying Integrated AutomationML Data 8 Predefined SPARQL queries enable monitoring, analysis, validation and defect detection tasks
  • 9. Take Home Message  Multi-disciplinary engineering (MDE) – Representative for CPS and Industrie4.0 – Complex setting  AutomationML – Data exchange format for mechatronic engineering data  Linked Data benefits for MDE: – Ontology-based integration of diverse engineering models – Helping to make implicit connections explicit – Linking to external Web resources (Ecl@ss) – Creation of browser-based visualizations – Query supported analysis of cross-disciplinary data 9

Notes de l'éditeur

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