Towards the integration of process and quality control using multi-agent technology

The paper introduces a vision on the design of distributed manufacturing control systems using the multi-agent principles to enhance the integration of the production and quality control processes. It is highlighted how agent technology may enforce interaction of manufacturing execution system and distributed control system, enhancing the exploitation of the available information at the quality control and process control levels. A specific focus is made on a suitable engineering methodology for the design and realization of such concept. Innovation is also presented at the level of adaptive process control and self-optimizing quality control, with examples related to a home appliance production line.

[1]  Ernest Otto Doebelin,et al.  Measurement Systems Application and Design , 1966 .

[2]  Paulo Leitão,et al.  Agent-based distributed manufacturing control: A state-of-the-art survey , 2009, Eng. Appl. Artif. Intell..

[3]  Paulo Leitão,et al.  ADACOR: A holonic architecture for agile and adaptive manufacturing control , 2006, Comput. Ind..

[4]  John A. Marchant,et al.  Testing a measure of image quality for acquisition control , 2002, Image Vis. Comput..

[5]  Steve Rothberg,et al.  Introducing speckle noise maps for Laser Vibrometry , 2009 .

[6]  Luc Bongaerts,et al.  Reference architecture for holonic manufacturing systems: PROSA , 1998 .

[7]  Y. Shoham.  Introduction to Multi-Agent Systems , 2002 .

[8]  Paul Davidsson,et al.  Agent Based Decomposition of Optimization Problems , 2008 .

[9]  Giovanni Battista Rossi,et al.  A probabilistic approach to measurement-based decisions , 2006 .

[10]  Cristina Cristalli,et al.  Drop‐out noise of laser vibrometers measuring on varnished steel surfaces of appliance cabinets for industrial diagnostics , 2010 .

[11]  Michal Pechoucek,et al.  Industrial deployment of multi-agent technologies: review and selected case studies , 2008, Autonomous Agents and Multi-Agent Systems.

[12]  V. Volkovas,et al.  Measurement uncertainty in vibromonitoring systems and diagnostics reliability evaluation , 2007 .

[13]  Figen Öztoprak,et al.  MANGO : A MultiAgent ENvironment for Global Optimization , 2008 .

[14]  Thomas Wagner,et al.  Manufacturing system engineering with mechatronical units , 2010, 2010 IEEE 15th Conference on Emerging Technologies & Factory Automation (ETFA 2010).