Title :
The Enactment of Optimal Target Value in Power Plant Operation Based on Language Association Rule
Author :
Yu, Xi-Ning ; Niu, Cheng-Lin ; Li, Jian-qiang
Author_Institution :
Dept. of Autom., North China Electr. Power Univ., Baoding
Abstract :
This paper proposed language association rule and applied it to mining optimal target value in power plant operation. In language association rule, quantitative attributes are partitioned into several fuzzy sets by FCM algorithm, then the algorithm for mining Boolean association rules is improved to discover frequent attributes. Last, association rule with least confidence are generated to decide the optimal target value of operation parameters. Experiments and theory calculating show that this algorithm is effective and practical.
Keywords :
Boolean algebra; data mining; fuzzy set theory; power engineering computing; power stations; fuzzy sets; language association rule; mining Boolean association rules; optimal target value; optimal target value mining; power plant operation; Association rules; Power generation;
Conference_Titel :
TENCON 2005 2005 IEEE Region 10
Conference_Location :
Melbourne, Qld.
Print_ISBN :
0-7803-9311-2
Electronic_ISBN :
0-7803-9312-0
DOI :
10.1109/TENCON.2005.301099
