TY - GEN
T1 - Intelligent supervision based on Multi-Agent Systems
T2 - 13th WSEAS International Conference on Systems - Held as part of the 13th WSEAS CSCC Multiconference
AU - Ramírez, Miguel Angel
AU - Dávila, Jacinto
AU - Morles, Eliezer Colina
PY - 2009
Y1 - 2009
N2 - This work presents a methodology for the design of an intelligent supervisory system that combines the principles of fuzzy logic, the Internal Model Control (IMC) architecture and the paradigm of Multi-Agent Systems (MAS). The methodology has been conceived to be applied in an intelligent supervisory system, specifically for two kinds of complex petroleum industrial processes: the gas-oil separation process and the oil-heating process. The supervision proposal takes into account the fact of using standard local supervisors schemes connected between themselves and to a global supervisor so that local objectives in each process can be met, thereby letting the global or social objective be obtained through the application of basic mechanism of communication, cooperation and coordination; where these objectives have been previously defined and structured in a hierarchical manner. The paper includes some computational simulations performed under MATLAB / SIMULINK and the results obtained show a good overall system performance.
AB - This work presents a methodology for the design of an intelligent supervisory system that combines the principles of fuzzy logic, the Internal Model Control (IMC) architecture and the paradigm of Multi-Agent Systems (MAS). The methodology has been conceived to be applied in an intelligent supervisory system, specifically for two kinds of complex petroleum industrial processes: the gas-oil separation process and the oil-heating process. The supervision proposal takes into account the fact of using standard local supervisors schemes connected between themselves and to a global supervisor so that local objectives in each process can be met, thereby letting the global or social objective be obtained through the application of basic mechanism of communication, cooperation and coordination; where these objectives have been previously defined and structured in a hierarchical manner. The paper includes some computational simulations performed under MATLAB / SIMULINK and the results obtained show a good overall system performance.
KW - Event detectors
KW - Intelligent supervisor system
KW - Internal model control
KW - Multi-Agent System
UR - http://www.scopus.com/inward/record.url?scp=74949123199&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=74949123199&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:74949123199
SN - 9789604740970
T3 - Proceedings of the 13th WSEAS International Conference on Systems - Held as part of the 13th WSEAS CSCC Multiconference
SP - 498
EP - 505
BT - Proceedings of the 13th WSEAS International Conference on Systems - Held as part of the 13th WSEAS CSCC Multiconference
Y2 - 22 July 2009 through 24 July 2009
ER -