지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2011.11
- 수록면
- 922 - 930 (9page)
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초록· 키워드
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In this paper, two radial basis function neural networks (RBFNNs) are used to dynamically identify harmonics content in converter waveforms based on the p-q (real power-imaginary power) theory. The converter waveforms are analyzed and the types of harmonic content are identified over a wide operating range. Constant power and sinusoidal current compensation strategies are investigated in this paper. The RBFNN filtering training algorithm is based on a systematic and computationally efficient training method called the hybrid learning method. In this new methodology, the RBFNN is combined with the p-q theory to extract the harmonics content in converter waveforms. The small size and the robustness of the resulting network models reflect the effectiveness of the algorithm. The analysis is verified using MATLAB simulations.
목차
Abstract
Ⅰ. INTRODUCTION
Ⅱ. RBFNN ALGORITHM
Ⅲ. METHODOLOGY
Ⅳ. SIMULATION RESULTS
Ⅴ. CONCLUSIONS
APPENDIX Ⅰ
REFERENCES
참고문헌 (15)
참고문헌 신청
M. Izhar / 2003 / A study of the fundamental principles to power system harmonic / Power Engineering Conference, 2003. PECon 2003. Proceedings :225~232
J. S. Subjak Jr / 1990 / Harmonics-causes, effects, measurements, and analysis: an update / IEEE Trans. Ind. Appl 26:1034~1042
Sumaryadi, H. Gumilang / 2009 / Effect of power system harmonic on degradation process of transformer insulation system / Properties and Applications of Dielectric Materials, ICPADM 2009. IEEE 9th International Conference on the :261~264
S. Rahmani / 2009 / A new combination of shunt hybrid power filter and thyristor controlled reactor for harmonics and reactive power compensation / Electrical Power & Energy Conference (EPEC) :1~6
H. Akagi / 1996 / New trends in active filters for power conditioning / IEEE Trans. Ind. Appl 32:1312~1322
J. S. Subjak Jr / 1990 / Harmonics-causes, effects, measurements, and analysis: an update / IEEE Trans. Ind. Appl 26:1034~1042
Sumaryadi, H. Gumilang / 2009 / Effect of power system harmonic on degradation process of transformer insulation system / Properties and Applications of Dielectric Materials, ICPADM 2009. IEEE 9th International Conference on the :261~264
S. Rahmani / 2009 / A new combination of shunt hybrid power filter and thyristor controlled reactor for harmonics and reactive power compensation / Electrical Power & Energy Conference (EPEC) :1~6
H. Akagi / 1996 / New trends in active filters for power conditioning / IEEE Trans. Ind. Appl 32:1312~1322
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UCI(KEPA) : I410-ECN-0101-2013-560-001034299