Title :
Non-Cooperative Game Model Applied to an Advanced Metering Infrastructure for Non-Technical Loss Screening in Micro-Distribution Systems
Author :
Chia-Hung Lin ; Shi-Jaw Chen ; Chao-Lin Kuo ; Jian-Liung Chen
Author_Institution :
Dept. of Electr. Eng., KaoYuan Univ., Kaohsiung, Taiwan
Abstract :
This paper proposes a non-cooperative game (NCG) model for non-technical loss (NTL) screening in micro-distribution systems. This model can compound an infra-structure with smart electric meters and fractional-order self-synchronization error formulation to distinguish illegal activities between profiled usages and non-technical usages. Then a NCG-based decision-making model is used to locate the abnormalities. Experimental results are presented to demonstrate the effectiveness of the proposed method.
Keywords :
decision making; distributed power generation; game theory; metering; power distribution; smart meters; NCG-based decision-making model; NTL screening; advanced metering infrastructure; fractional-order self-synchronization error formulation; microdistribution systems; noncooperative game model; nontechnical loss screening; nontechnical usages; profiled usages; smart electric meters; Decision making; Feature extraction; Games; Load modeling; Mathematical model; Real-time systems; Fractional-order self-synchronization error formulation; non-cooperative game (NCG); non-technical loss (NTL);
Journal_Title :
Smart Grid, IEEE Transactions on
DOI :
10.1109/TSG.2014.2327809