Title page for 985201007


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Student Number 985201007
Author Zi-Yin Kao(高子胤)
Author's Email Address No Public.
Statistics This thesis had been viewed 363 times. Download 280 times.
Department Electrical Engineering
Year 2010
Semester 2
Degree Master
Type of Document Master's Thesis
Language zh-TW.Big5 Chinese
Title Development of sensorless inverter-fed compressor drive system using back EMF based proportional-integral-derivative neural network estimator
Date of Defense 2011-07-20
Page Count 143
Keyword
  • permanent ma
  • sensorless inverter-fed compressor
  • Abstract A saliency back EMF based proportional-integral-derivative neural network (PIDNN) estimator is proposed in this study to improve the speed estimating performance of the interior permanent magnet synchronous motor (IPMSM) used in inverter-fed compressor drive systems. Two sensorless control schemes are designed for the IPMSM drive system. One is the square wave type voltage injection method combined with the conventional saliency back EMF based speed estimation method using PID estimator, and the other is the square wave type voltage injection method combined with the saliency back EMF based speed estimation method using PIDNN estimator. Both sensorless control schemes use square wave type voltage injection method as the start-up strategy to achieve sinusoidal starting. When the motor speed gradually increases to a preset speed, the sensorless drive will switch to the conventional saliency back EMF based speed estimation method using PID estimator or the saliency back EMF based speed estimation method using PIDNN estimator for medium and high speed control. The theories of the square wave type voltage injection method and the conventional saliency back EMF based speed estimation method are introduced. Moreover, the network structure, the online learning algorithms and the convergence analyses of the PIDNN are discussed in detail. Furthermore, a DSP-based control system is developed to implement the sensorless inverter-fed compressor drive system. Finally, some experimental results are given to verify the feasibility of the proposed control schemes.
    Table of Content 中文摘要 I
    英文摘要 II
    致謝 III
    目錄 IV
    圖目錄 VII
    表目錄 XIII
    第一章緒論 1
    第二章空調系統介紹 10
    第三章變頻驅動器硬體介紹 27
    第四章內藏式永磁同步馬達數學模型介紹 43
    第五章高頻方波電壓注入法 63
    第六章利用比例積分微分估測器之以凸極式反電動勢為基礎之
         速度估測法 71
    第七章利用比例積分微分類神經網路估測器之以凸極式反電動
         勢為基礎之速度估測法 80
    第八章模擬結果 88
    第九章實驗結果 109
    第十章結論與未來研究方向 135
    參考文獻 137
    作者簡歷 142
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    Advisor
  • Faa-Jeng Lin(林法正)
  • Files
  • 985201007.pdf
  • approve in 2 years
    Date of Submission 2011-08-18

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