Search Results - "Ali, Mohammad Zawad"

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  1. 1

    Induction Motors Fault Diagnosis Using Finite Element Method: A Review by Liang, Xiaodong, Ali, Mohammad Zawad, Zhang, Huaguang

    Published in IEEE transactions on industry applications (01-03-2020)
    “…Condition monitoring and fault diagnosis of induction motors serve as essential techniques toward the reliable operation of critical industrial processes. The…”
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    Journal Article
  2. 2

    Machine Learning-Based Fault Diagnosis for Single- and Multi-Faults in Induction Motors Using Measured Stator Currents and Vibration Signals by Ali, Mohammad Zawad, Shabbir, Md Nasmus Sakib Khan, Liang, Xiaodong, Zhang, Yu, Hu, Ting

    Published in IEEE transactions on industry applications (01-05-2019)
    “…In this paper, a practical machine learning-based fault diagnosis method is proposed for induction motors using experimental data. Various single- and…”
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    Journal Article
  3. 3

    Threshold-Based Induction Motors Single- and Multifaults Diagnosis Using Discrete Wavelet Transform and Measured Stator Current Signal by Ali, Mohammad Zawad, Liang, Xiaodong

    “…In this article, a threshold-based induction motor fault diagnosis method is proposed using the measured stator current signal. A 0.25-HP three-phase…”
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    Journal Article
  4. 4

    Single- and Multi-Fault Diagnosis Using Machine Learning for Variable Frequency Drive-Fed Induction Motors by Ali, Mohammad Zawad, Shabbir, Md Nasmus Sakib Khan, Zaman, Shafi Md Kawsar, Liang, Xiaodong

    Published in IEEE transactions on industry applications (01-05-2020)
    “…In this article, an effective machine learning-based fault diagnosis method is developed for induction motors driven by variable frequency drives (VFDs). Two…”
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    Journal Article
  5. 5

    A Probabilistic Approach for Peak Load Demand Forecasting by Nasmus Sakib Khan Shabbir, Md, Zawad Ali, Mohammad, Sifatul Alam Chowdhury, Muhammad, Liang, Xiaodong

    “…Accurate load forecasting is a critical step for power system generation planning. Contingency parameters of the system and their dynamic characteristics…”
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    Conference Proceeding
  6. 6

    Regression Models of Critical Parameters Affecting Peak Load Demand Forecasting by Zawad Ali, Mohammad, Sakib Khan Shabbir, Nasmus, Sifatul Alam Chowdhury, Muhammad, Ghosh, Arko, Liang, Xiaodong

    “…In this paper, seven critical parameters have been identified contributing to generation shortages, and affecting the peak load demand forecasting for power…”
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    Conference Proceeding
  7. 7

    Fault Diagnosis for Induction Motors Using Finite Element Method - A Review by Liang, Xiaodong, Ali, Mohammad Zawad, Zhang, Huaguang

    “…Condition monitoring and fault diagnosis of induction motors is one of the key concerns for reliable operation of critical industrial processes. The finite…”
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    Conference Proceeding
  8. 8

    Machine Learning Based Fault Diagnosis for Single-and Multi-Faults for Induction Motors Fed by Variable Frequency Drives by Ali, Mohammad Zawad, Shabbir, Md Nasmus Sakib Khan, Zaman, Shafi Md Kawsar, Liang, Xiaodong

    “…In this paper, an effective machine learning based fault diagnosis method is developed for induction motors fed by variable frequency drives (VFDs). Two…”
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    Conference Proceeding
  9. 9

    Experimental Investigation of Machine Learning Based Fault Diagnosis for Induction Motors by Ali, Mohammad Zawad, Shabbir, Md Nasmus Sakib Khan, Liang, Xiaodong, Zhang, Yu, Hu, Ting

    “…In this paper, experimental data are used to develop a practical machine learning based fault diagnosis method for induction motors. Both motor stator currents…”
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    Conference Proceeding
  10. 10

    A Probabilistic Approach Considering Contingency Parameters for Peak Load Demand Forecasting by Shabbir, Md Nasmus Sakib Khan, Ali, Mohammad Zawad, Xiaodong Liang, Chowdhury, Muhammad Sifatul Alam

    “…Accurate load forecasting is a critical step for power system generation planning. Contingency parameters of the system and their dynamic characteristics…”
    Get full text
    Journal Article
  11. 11

    Induction Motor Fault Diagnosis Using Discrete Wavelet Transform by Ali, Mohammad Zawad, Liang, Xiaodong

    “…In this paper, a general methodology is constructed by using experimentally measured stator current signals under full load condition of an induction motor…”
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    Conference Proceeding
  12. 12

    Design and simulation of high efficiency AlxGa1−xAs/Ga0.47 in0.53asyP1−y bandgraded 2-J tandem solar cell by Ali, Mohammad Zawad, Nandy, Turja

    “…The III-V compound semiconductor based multi-junction tandem solar cell has ultra-high efficiency and better cell stability. In this paper, a new type of…”
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    Conference Proceeding