以晶片迴圈模擬進行最佳二型模糊邏輯大 功率追踪之強健設計

Robust Design of Optimal Type-2 Fuzzy Logic MPPT using DSP-in-the-Loop

貝馬克(Peter Mark Palomo Buay)

指導教授 ： 洪穎怡

中原大學/電機資訊學院/電機工程研究所/碩士(2018年)

https://doi.org/10.6840/cycu201800724

摘要

大多數可再生能源發電系統無法處理間歇性的環境條件。本文提出了一種最大功率點追踪的方法，以最大限度地減少不確定性和外部環境干擾的影響。大功率點追踪算法是由光伏模型、DC / DC升壓轉換器和Type-2模糊邏輯控制器組成。所提出的方法是利用田口法的最優第2型模糊邏輯，將大功率點追踪的實驗數量來最小化，將提出的方法與其他大功率點追踪第一型型-1模糊邏輯控制器和優化第一型模糊邏輯控制器進行比較以驗證其效果。透通過即時模擬器OPAL-RT（OP5600）和TI DSP晶片（eZdsp TMS320F28335）使用DSP-in-the Loop（DIL）實現實驗結果。

關鍵字

最大功率點跟踪 ； Type-2 模糊邏輯控制器 ； 田口法 ； DSP-in-the-Loop

並列摘要

Most of renewable energy generation sources cannot deal with the intermittent conditions of the environment. This study proposes a Maximum Power Point Tracking (MPPT) method to minimize the influence of the uncertainty and outside disturbances from the environment. The MPPT Algorithm composes of a PV model, DC/DC Boost Converter and Type-2 Fuzzy Logic Controller. The proposed method utilizes a Robust Optimal Type-2 Fuzzy Logic MPPT using Taguchi Method to minimize the number of experiments from different values of control gains and the fuzzy memberships. The proposed method is compared to other MPPT algorithms which are Type-1 Fuzzy Logic Controller (T1FLC) and Optimized Type-1 Fuzzy Logic Controller (OT1FLC) to verify its performance. The experimental results are realized using a DSP-in-the-Loop (DIL) simulation through a real-time simulator OPAL-RT (OP5600) and TI DSP Chip (eZdsp TMS320F28335).

並列關鍵字

Maximum Power Point Tracking ； Type-2 Fuzzy Logic Controller ； Taguchi Method ； DSP-in-the-Loop Simulation

參考文獻

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