TY - GEN
T1 - Decomposition of information for plant collaborative design and set-up
AU - Choinski, Dariusz
AU - Metzger, Mieczyslaw
AU - Nocon, Witold
PY - 2008
Y1 - 2008
N2 - A problem of coordinating engineers working in different fields during design and control of an industrial installation is especially difficult during start up and modification of the process. Any work carried out in such a case must be coordinated in real time. Moreover, level of access to information is differentiated for different branches of engineers. In this work a hybrid agent-based system for cooperative plant design and set up of the biotechnological pilot plant is proposed. The major contribution deals with decomposition of biotechnological plant information by hybrid agent system for enhancing cooperation of experts having different knowledge about the process. Hybridization of the process is performed considering nine states, while estimation of the information distance is performed based on partial Kullback-Liebler cross-entropy function. Experience gained during design and exploitation of the mentioned biotechnological pilot-plant suggests this solution to be promising.
AB - A problem of coordinating engineers working in different fields during design and control of an industrial installation is especially difficult during start up and modification of the process. Any work carried out in such a case must be coordinated in real time. Moreover, level of access to information is differentiated for different branches of engineers. In this work a hybrid agent-based system for cooperative plant design and set up of the biotechnological pilot plant is proposed. The major contribution deals with decomposition of biotechnological plant information by hybrid agent system for enhancing cooperation of experts having different knowledge about the process. Hybridization of the process is performed considering nine states, while estimation of the information distance is performed based on partial Kullback-Liebler cross-entropy function. Experience gained during design and exploitation of the mentioned biotechnological pilot-plant suggests this solution to be promising.
KW - Collaborative design and set-up
KW - Decomposition of information
KW - Expert cooperation
KW - Hybrid agent-based system
KW - Information distance estimation
UR - https://www.scopus.com/pages/publications/56549084817
U2 - 10.1007/978-3-540-88011-0_16
DO - 10.1007/978-3-540-88011-0_16
M3 - Conference contribution
AN - SCOPUS:56549084817
SN - 3540880100
SN - 9783540880103
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 125
EP - 132
BT - Cooperative Design, Visualization, and Engineering - 5th International Conference, CDVE 2008, Proceedings
T2 - 5th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2008
Y2 - 22 September 2008 through 25 September 2008
ER -