A monitoring system based on a multi-agent platform [DC motor drive example]

The monitoring and diagnostics of distributed systems puts significant challenges on the management and computation of data. An approach based on multiprocessing structures, implementing an agency-agent framework, has been introduced in the literature. In this work, we propose the introduction of a "simulation agent" as the active part of the monitoring system. The simulation agent runs remotely in parallel to the real system, receiving the same input as the real system.

[1]  O. Rioul,et al.  Wavelets and signal processing , 1991, IEEE Signal Processing Magazine.

[2]  Loredana Cristaldi,et al.  Multiagent based power systems monitoring platform: a prototype , 2003, 2003 IEEE Bologna Power Tech Conference Proceedings,.

[3]  T. Nagata,et al.  A multi-agent approach to power system restoration , 2002 .

[4]  Antonello Monti,et al.  A multilanguage environment for interactive simulation and development controls for power electronics , 2001, 2001 IEEE 32nd Annual Power Electronics Specialists Conference (IEEE Cat. No.01CH37230).

[5]  R. Ottoboni,et al.  Artificial intelligence in science of measurements and the evolution of the measurements instruments: a perspective conception , 2002, 2002 IEEE International Symposium on Virtual and Intelligent Measurement Systems (IEEE Cat. No.02EX545).

[6]  F. Ponci,et al.  A virtual environment for remote testing of complex systems , 2003, Proceedings of the 20th IEEE Instrumentation Technology Conference (Cat. No.03CH37412).

[7]  Alessandro Ferrero,et al.  The impact of Internet transmission on the uncertainty in the electric power quality estimation by means of a distributed measurement system , 2003, IEEE Trans. Instrum. Meas..

[8]  H. Sasaki,et al.  A multi-agent approach to power system restoration , 2000, PowerCon 2000. 2000 International Conference on Power System Technology. Proceedings (Cat. No.00EX409).

[9]  Alessandro Ferrero,et al.  A virtual environment for remote testing of complex systems , 2005, IEEE Transactions on Instrumentation and Measurement.

[10]  Antonello Monti,et al.  A neuro-fuzzy application for AC motor drives monitoring system , 2003, Proceedings of the 20th IEEE Instrumentation Technology Conference (Cat. No.03CH37412).

[11]  Loredana Cristaldi,et al.  Integrated development of diagnostic systems based on virtual systems , 2003, 4th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, 2003. SDEMPED 2003..

[12]  Francesco Amigoni,et al.  A theoretical framework for the conception of agency , 1999, Int. J. Intell. Syst..

[13]  Martin Vetterli,et al.  Wavelets, approximation, and compression , 2001, IEEE Signal Process. Mag..

[14]  Jonathan R. Agre,et al.  An Integrated Architecture for Cooperative Sensing Networks , 2000, Computer.

[15]  A. Monti,et al.  Real-time hardware-in-the-loop testing during design of power electronics controls , 2003, IECON'03. 29th Annual Conference of the IEEE Industrial Electronics Society (IEEE Cat. No.03CH37468).

[16]  S. Mallat A wavelet tour of signal processing , 1998 .

[17]  Peter Norvig,et al.  Artificial Intelligence: A Modern Approach , 1995 .

[18]  Barbara Messing,et al.  An Introduction to MultiAgent Systems , 2002, Künstliche Intell..

[19]  Martin Vetterli,et al.  Wavelets and recursive filter banks , 1993, IEEE Trans. Signal Process..

[20]  Julie A. Adams,et al.  Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence , 2001, AI Mag..

[21]  C. Burrus,et al.  Introduction to Wavelets and Wavelet Transforms: A Primer , 1997 .

[22]  Francesco Amigoni,et al.  Artificial intelligence in science of measurements: from measurement instruments to perceptive agencies , 2003, IEEE Trans. Instrum. Meas..

[23]  David Jerison The World According to Wavelets : The Story of a Mathematical Technique in the Making Reviewed by David Jerison , 1999 .

[24]  Francesco Amigoni,et al.  A theoretical framework for the conception of agency , 1999 .

[25]  Antonello Monti,et al.  A wavelet-based approach to diagnostic and monitoring for ac drives , 2002, IMTC/2002. Proceedings of the 19th IEEE Instrumentation and Measurement Technology Conference (IEEE Cat. No.00CH37276).