抄録
In this paper, A two-phase interleaved boost converter (IBC), which is based on Adaptive Neuro-Fuzzy Inference System (ANFIS) for photovoltaic (PV) system is proposed. The proposed system has two inputs and 1 output. Two inputs of the proposed system consist of solar irradiation and temperature. Meanwhile, the output of the proposed system is aduty cycle. The duty cycle is used to generate Pulsed Width Modulation (PWM), which serves to activate MOSFET. Furthermore, the proposed ANFIS features 20 epochs and utilizes hybrid mechanism to train data. Some simulations of IBC combined with PV system have been performed using Matlab / SIMULINK. Furthermore, some comparisons of two different methods have been carried out to validate the results. The comparison analysis results indicate that the system using ANFIS can obtain higher voltage than the system using FLC. In addition, the proposed system is also able to reduce overshoot and be able to increase the output power.
| 本文言語 | 英語 |
|---|---|
| ホスト出版物のタイトル | 4th International Conference on Innovative Computing Technology, INTECH 2014 and 3rd International Conference on Future Generation Communication Technologies, FGCT 2014 |
| 出版社 | Institute of Electrical and Electronics Engineers Inc. |
| ページ | 19-24 |
| ページ数 | 6 |
| ISBN（電子版） | 9781479942336 |
| DOI | |
| 出版ステータス | 出版済み - 10月 16 2014 |
| イベント | 4th International Conference on Innovative Computing Technology, INTECH 2014 and 3rd International Conference on Future Generation Communication Technologies, FGCT 2014 - Luton, 英国 継続期間: 8月 13 2014 → 8月 15 2014 |
その他
| その他 | 4th International Conference on Innovative Computing Technology, INTECH 2014 and 3rd International Conference on Future Generation Communication Technologies, FGCT 2014 |
|---|---|
| 国/地域 | 英国 |
| City | Luton |
| Period | 8/13/14 → 8/15/14 |
!!!All Science Journal Classification (ASJC) codes
- 技術マネージメントおよび技術革新管理
- コンピュータ サイエンス（全般）
UN SDG
この成果は、次の持続可能な開発目標に貢献しています
