FarMAS: a MAS for Extended
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1 FarMAS: a MAS for Extended Quality Workflow Diego Bonura Flavio Corradini Emanuela Merelli Gino Romiti Università di Camerino Università di Camerino Università di Camerino Loccioni Group ITALY ITALY ITALY ITALY TAPOCS 2004 Theory And Practice of Open Computational Systems Modena 14/15 June 2004
2 LOCCIONI imprese integrate To improve productive processes and products quality, in order to improve the quality of life. We design and manufacture turn key solutions integrating different technologies, that we acquire thanks to collaborations with Universities, research Centres, etc: We then develop solutions and transfer our competence into the productive process of major industrial groups. CLIENTS TECNOLOGICAL CULTURE Major international manufacturers Public Institutes GRUPPO LOCCIONI School / enterprise Decr. Min. 593/2000 Medea Builtech Spin.off Nexus NetPeople Engineering University of: Ancona, Bologna, Camerino, Napoli, Creta, Atene, Perugia Research Centers: Leti (France), TNO (Olanda), Optoelettronica (S. Pietroburgo) Technological Poles: Montpellier, Bari Israelian Tech Pole International major suppliers: Festo, Siemens, National Instrument E. Merelli TAPOCS - Modena 14/16 June
3 Industrial Domain No support for the traceability of components and semimanufactured products in terms of quality control. E. Merelli TAPOCS - Modena 14/16 June
4 Outline The industrial domain: Extended Supply Chain The developed application: Extended Quality Workflow The open computational system: FarMAS infrastructure Why practical approach for closed systems cannot be applied? What kind of openness is considered? A Case Study: Functional Testing Process The organizational model Future activities Open problems E. Merelli TAPOCS - Modena 14/16 June
5 Industrial Domain the Extended Supply Chain Management Many actors with different roles Suppliers Production plants Global distribution networks Technical assistance centers Many actors which perform several tasks Produce raw materials Produce Semi-manufactured products Assemble components Deliver final products Support customers post sale E. Merelli TAPOCS - Modena 14/16 June
6 Application Extended Quality Workflow (EQuW) EQuW is a workflow for the evaluation of produtct s quality through tests classification, quality reports integration and data analysis. During the production process different quality controls are made over the Extended Supply Chain. Each actor of the Extended Supply Chain is characterized by: different quality controls mechanisms specific equipments heterogeneous data format heterogeneous solution/strategy Supply Chain management system = Complex open environment E. Merelli TAPOCS - Modena 14/16 June
7 Quality Data for Quality Control Where and why is important to trace all quality data? 1. At the production plant, once a defect is identified in a complex product, quality data produced during the life cycle of any single component can provide useful information for further diagnosis. 2. At the customer place when a technical assistance is repairing a product s defect, an early diagnosis could be made analysing all quality data of the components. 3. At a strategic level, where decision must be taken also mining the quality data of all products. E. Merelli TAPOCS - Modena 14/16 June
8 Quality Data Traceability The traceability of quality data for an extended quality workflow in a supply chain is a complex process Quality Data Identification Retrieval Wrapping Collection Integration Environment Distributed Heterogeneous Dynamic Embedded domotica E. Merelli TAPOCS - Modena 14/16 June
9 Production Plant architecture E. Merelli TAPOCS - Modena 14/16 June
10 Genealogy E. Merelli TAPOCS - Modena 14/16 June
11 Material Arrival E. Merelli TAPOCS - Modena 14/16 June
12 Pre-worked E. Merelli TAPOCS - Modena 14/16 June
13 Assembly E. Merelli TAPOCS - Modena 14/16 June
14 Marriage E. Merelli TAPOCS - Modena 14/16 June
15 Assembly station check E. Merelli TAPOCS - Modena 14/16 June
16 Semi-Worked Warehouse E. Merelli TAPOCS - Modena 14/16 June
17 Pre-testing E. Merelli TAPOCS - Modena 14/16 June
18 Functional Testing E. Merelli TAPOCS - Modena 14/16 June
19 Repair E. Merelli TAPOCS - Modena 14/16 June
20 CSQ E. Merelli TAPOCS - Modena 14/16 June
21 Final Test E. Merelli TAPOCS - Modena 14/16 June
22 Packaging E. Merelli TAPOCS - Modena 14/16 June
23 Failure Management E. Merelli TAPOCS - Modena 14/16 June
24 Test system for Quality Control Sample of a single quality test: Testing equipment Testing Report Generated (WashingMachine) E. Merelli TAPOCS - Modena 14/16 June
25 Quality Data Traceability The traceability of quality data is a complex process in an open environment Identification Retrieval Wrapping Collection Integration FarMas Distributed Heterogeneous Dynamic Embedded domotica [F.Corradini, L.Mariani and E. Merelli Agent-based approach for Tool Integration Journal on STTS special issue on tool Integartion, to appear.] a multi-agent system for quality data traceability E. Merelli TAPOCS - Modena 14/16 June
26 FarMAS infrastructure FarMas has been developed following a 3 layered software architecture Ermes E. Merelli TAPOCS - Modena 14/16 June
27 FarMAS infrastructure (2) User layer is an environment to specify quality-oriented workflow The visual editor is SIMATIC IT Modeler from SIEMENS The visual editor can be replaced with one open source (Jawe) E. Merelli TAPOCS - Modena 14/16 June
28 FarMAS infrastructure (3) System layer performs the mapping from a quality oriented workflows to an agent oriented workflow and it generates an agent society (workflow executors) from a given agent oriented workflow E. Merelli TAPOCS - Modena 14/16 June
29 FarMAS infrastructure (4) Run-Time layer provides the needed support for the execution of workflow executors The core is Hermes (agent-based middleware) The service agents are AIXO agents (a componentbased wrapper agent) E. Merelli TAPOCS - Modena 14/16 June
30 Case Study: a simple supply chain Many Suppliers A Production Plant A Distribution Network A Technical Assistance Center Enviroments E. Merelli TAPOCS - Modena 14/16 June
31 Case Study: Functional testing The quality-oriented workflow Preliminary Roles and Interactions E. Merelli TAPOCS - Modena 14/16 June
32 Case Study: Functional testing (2) The agent-oriented workflow Roles and interactions Test Agent: Fragmenter Retrieves quality Agent: data Manager Agent: Decomposes for a single a Interacts complex component with domestic (it other agents device interacts and into with integrates a list of the components Wrapper final report Service Agents) E. Merelli TAPOCS - Modena 14/16 June
33 On-going Activities We are moving from the SIMATIC Modeler to one Open Source (Jawe, Taverna..) developing the first prototype of the compiler to allow the automatic generation of user-agents implementing new service agents for new test equipments defining a domain specific ontology for the quality control designing a test reports repository extending the propose approach as self-healing environment (automatic computing systems will detect, diagnose, and repair localized problems resulting from bugs or failures in software and hardware) E. Merelli TAPOCS - Modena 14/16 June
34 for technical aspects the contact is Diego Bonura E. Merelli TAPOCS - Modena 14/16 June
35 Open problems Do we agree to classify this application as an open computational system? Has, in our opinion, the GAIA methodology been applied in this example? What are the organizational abstractions? Is the workflow a coordination model suitable to describe the agent behaviour in a multiagent system? Do we need a formal methods to specify and verify consistency (integrity constraints) among roles, activities and rules? Do we need to specify a domain-specific ontology for any application domain as Quality Control of electrical domestic appliances? What is the ontology of the environment (services and artfacts)? What is the ontology of roles? What is the ontology of the communication protocol (roles and interaction)? What is the ontology of the organizational rules? Do we need to introduce code mobility? E. Merelli TAPOCS - Modena 14/16 June
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