TY - GEN
T1 - Knowledge management based cooperation for energy cost optimization
AU - Choinski, Dariusz
AU - Dymek, Radoslaw
AU - Senik, Michal
AU - Skupin, Piotr
AU - Szkaradnik, Zbigniew
PY - 2013
Y1 - 2013
N2 - The paper presents studies on the improvement and development of cooperation methods for cost optimization in power supply systems using polygeneration technology. A support for cooperating operators, which are responsible for maintenance and supervision of the power supply system, is realized by means of appropriately chosen mathematical models and ontology based knowledge sharing and management idea. Ontology based approach enables various pieces of the integrated system to cooperate more autonomously by optimizing and reducing their need for communication. In effect, the system operators are provided with strictly necessary information on: the functioning of devices, the number of operating states, available control strategies and the actual and expected prices of electricity. Based on this information, the system operators are able to take appropriate decisions leading to cost reduction and to maintain reliability of the power supply system at the desired level for various operating conditions.
AB - The paper presents studies on the improvement and development of cooperation methods for cost optimization in power supply systems using polygeneration technology. A support for cooperating operators, which are responsible for maintenance and supervision of the power supply system, is realized by means of appropriately chosen mathematical models and ontology based knowledge sharing and management idea. Ontology based approach enables various pieces of the integrated system to cooperate more autonomously by optimizing and reducing their need for communication. In effect, the system operators are provided with strictly necessary information on: the functioning of devices, the number of operating states, available control strategies and the actual and expected prices of electricity. Based on this information, the system operators are able to take appropriate decisions leading to cost reduction and to maintain reliability of the power supply system at the desired level for various operating conditions.
KW - MAS
KW - energy cost optimization
KW - knowledge management based cooperation
UR - https://www.scopus.com/pages/publications/84885017511
U2 - 10.1007/978-3-642-40840-3_34
DO - 10.1007/978-3-642-40840-3_34
M3 - Conference contribution
AN - SCOPUS:84885017511
SN - 9783642408397
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 231
EP - 234
BT - Cooperative Design, Visualization, and Engineering - 10th International Conference, CDVE 2013, Proceedings
PB - Springer Verlag
T2 - 10th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2013
Y2 - 22 September 2013 through 25 September 2013
ER -