Abstract
This paper presents a method of combined sequential neural-network approximation and orthogonal array in the planning of passive harmonic filters. The purpose is to find the optimal locations for harmonic filters among existent capacitor. An Orthogonal array is conducted to obtain the initial solution set for optimization. Then a back-propagation sequential neural network is trained to simulate the feasible domain for the optimal point. The purposes are to minimize the total harmonic distortion of voltages while satisfying harmonic standards. The proposed method was test on an 36-bus radial distribution system. Results obtained show that the proposed method is suitable for siting and sizing passive harmonic filters.
| Original language | English |
|---|---|
| Title of host publication | Proceedings - 2005 IEEE/PES Transmission and DistributionConference and Exhibition - Asia and Pacific |
| Pages | 1-6 |
| Number of pages | 6 |
| DOIs | |
| Publication status | Published - 2005 Dec 1 |
| Event | 2005 IEEE/PES Transmission and DistributionConference and Exhibition - Asia and Pacific - Dalian, China Duration: 2005 Aug 15 → 2005 Aug 18 |
Publication series
| Name | Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference |
|---|---|
| Volume | 2005 |
Other
| Other | 2005 IEEE/PES Transmission and DistributionConference and Exhibition - Asia and Pacific |
|---|---|
| Country | China |
| City | Dalian |
| Period | 05-08-15 → 05-08-18 |
Fingerprint
All Science Journal Classification (ASJC) codes
- Electrical and Electronic Engineering
Cite this
}
Design of discrete-value passive harmonic filters using sequential neural-network approximation and orthogonal array. / Chang, Ying Pin; Tsao, Teng Fa; Hwang, Ming Chang; Tseng, Wen-Kung.
Proceedings - 2005 IEEE/PES Transmission and DistributionConference and Exhibition - Asia and Pacific. 2005. p. 1-6 1546955 (Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference; Vol. 2005).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TY - GEN
T1 - Design of discrete-value passive harmonic filters using sequential neural-network approximation and orthogonal array
AU - Chang, Ying Pin
AU - Tsao, Teng Fa
AU - Hwang, Ming Chang
AU - Tseng, Wen-Kung
PY - 2005/12/1
Y1 - 2005/12/1
N2 - This paper presents a method of combined sequential neural-network approximation and orthogonal array in the planning of passive harmonic filters. The purpose is to find the optimal locations for harmonic filters among existent capacitor. An Orthogonal array is conducted to obtain the initial solution set for optimization. Then a back-propagation sequential neural network is trained to simulate the feasible domain for the optimal point. The purposes are to minimize the total harmonic distortion of voltages while satisfying harmonic standards. The proposed method was test on an 36-bus radial distribution system. Results obtained show that the proposed method is suitable for siting and sizing passive harmonic filters.
AB - This paper presents a method of combined sequential neural-network approximation and orthogonal array in the planning of passive harmonic filters. The purpose is to find the optimal locations for harmonic filters among existent capacitor. An Orthogonal array is conducted to obtain the initial solution set for optimization. Then a back-propagation sequential neural network is trained to simulate the feasible domain for the optimal point. The purposes are to minimize the total harmonic distortion of voltages while satisfying harmonic standards. The proposed method was test on an 36-bus radial distribution system. Results obtained show that the proposed method is suitable for siting and sizing passive harmonic filters.
UR - http://www.scopus.com/inward/record.url?scp=33751380380&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=33751380380&partnerID=8YFLogxK
U2 - 10.1109/TDC.2005.1546955
DO - 10.1109/TDC.2005.1546955
M3 - Conference contribution
AN - SCOPUS:33751380380
SN - 0780391144
SN - 9780780391147
T3 - Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference
SP - 1
EP - 6
BT - Proceedings - 2005 IEEE/PES Transmission and DistributionConference and Exhibition - Asia and Pacific
ER -