研究生: |
林大程 Da-Cheng Lin |
---|---|
論文名稱: |
應用人工蜂群演算法於主從控制微電網之儲能設備排程策略 Unit Commitment of Energy Storage Devices of Microgrid Based on Master Slave Control by Application of Artificial Bee Colony |
指導教授: |
郭明哲
Ming-Tse Kuo |
口試委員: |
吳進忠
Chin-Chung Wu 郭政謙 Cheng-Chien Kuo 楊明達 Ming-Ta Yang |
學位類別: |
碩士 Master |
系所名稱: |
電資學院 - 電機工程系 Department of Electrical Engineering |
論文出版年: | 2016 |
畢業學年度: | 104 |
語文別: | 中文 |
論文頁數: | 104 |
中文關鍵詞: | 微電網 、分散式電源 、主從式控制 、儲能設備排程 、人工蜂群演算法 |
外文關鍵詞: | distributed energy resource, master-slave control |
相關次數: | 點閱:338 下載:3 |
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本文旨在探討微電網基於主從式控制下多種運轉情形和故障偵測後微電網的自癒以及透過人工蜂群演算法制定儲能設備的排程策略以符合當地電網的需求。本文微電網模型參照行政院原子能委員會核能研究所380V低壓微電網,微電網模型選擇使用Matlab/Simulink模擬軟體建立。模型包括以下功能:可模擬分散式能源輸出變動功率之特性,可模擬多種微電網運轉模式,包含併網運轉、孤島運轉及從併網轉換至孤島運轉,許多運轉模式將面臨多次併聯與解聯之操作,透過電壓、頻率、相位角調節將可有效降低分散式能源併網所產生的擾動。再者,當微電網與主電網進行解聯時,偵測公共連結點之功率,藉由微電網內部電源調節,使其功率流動歸零,將可降低解聯所造成的擾動。此外,故障時偵測故障點並自動進行復原和隔離動作,可縮小故障所影響區域,使非故障區域可快速恢復供電,進而達到電網自癒之功能。本文應用蜂群演算法於儲能設備運轉排程策略,為了使儲能設備滿足多項需求,故設立多項評估指標以作為演算法評估排程策略優劣之依據。最後實驗結果顯示,透過蜂群演算法控制儲能設備可滿足微電網的多種特性需求,並可降低關鍵時段尖峰負載並保有系統之可靠性。
This thesis aims to explore various operating situations in the microgrid based on the master-slave control and self-healing of microgrid after fault detections. Using artificial bee colony algorithm developed scheduling strategies of the energy storage devices to meet the needs of the local power grid. The microgrid models in this thesis were referred to 380V low voltage microgrids in Institute of Nuclear Energy Research, AEC, EY. Matlab/Simulink simulation software was selected to establish the microgrid models which include the following features. It can simulate the characteristics of output variation power in the DER and a variety of operation modes in microgrids which include grid connected mode, islanding mode and switching from grid connected mode to islanding mode. A lot of operating mode will face many times of grid connected and disconnected operations. The disturbance generated by DER will effectively be reduced by using adjustments of voltage, frequency and phase angle. Furthermore, when the main grid disconnected with a microgrid, the point of common coupling will be detected by using adjusted internal power supply in microgrid to decrease power flow to zero. It will reduce the disturbance caused by disconnection. In addition, when a fault point was detected and automatic recovery and fault isolating was operated, the area affected by the fault can be reduced so non-fault regions can quickly be restored. Thus, self-healing functions can be achieved. The artificial bee colony algorithm was applied to operation scheduling strategies of the energy storage devices. In order to meet several needs of the energy storage devices, establishing many assessment indicators assessed the pros and cons of scheduled algorithms. Finally, experimental results show that storage equipment controlled by the artificial bee colony algorithm can satisfy needs of variety characteristics in microgrids. It can reduce peak loads in critical periods and keep the system reliability.
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