Condition Monitoring with Vibration Signals: Compressive Sampling and Learning Algorithms for Rotating Machines

Hosameldin Ahmed*, Asoke K. Nandi

*Corresponding author for this work

Research output: Book/Report › Book

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  • 2019

    Artificial Neural Networks (ANNs)

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 239-258

    Research output: Chapter in Book/Published conference output › Chapter

  • Classification Algorithm Validation

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 307-319

    Research output: Chapter in Book/Published conference output › Chapter

  • Compressive Sampling and Deep Neural Network (CS‐DNN)

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 361-377

    Research output: Chapter in Book/Published conference output › Chapter

  • Compressive Sampling and Subspace Learning (CS-SL)

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals: Compressive Sampling and Learning Algorithms for Rotating Machines. Wiley, p. 321-359

    Research output: Chapter in Book/Published conference output › Chapter

  • Conclusion

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 379-387

    Research output: Chapter in Book/Published conference output › Chapter

  • Decision Trees and Random Forests

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 199-224

    Research output: Chapter in Book/Published conference output › Chapter

  • Deep Learning

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 279-305

    Research output: Chapter in Book/Published conference output › Chapter

  • Feature Selection

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 173-198

    Research output: Chapter in Book/Published conference output › Chapter

  • Frequency Domain Analysis

    Ahmed, H. & Nandi, A., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 63-77

    Research output: Chapter in Book/Published conference output › Chapter

  • Linear Subspace Learning

    Ahmed, H. & Nandi, A., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 131-151 21 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Nonlinear Subspace Learning

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 153-172

    Research output: Chapter in Book/Published conference output › Chapter

  • Principles of Rotating Machine Vibration Signals

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 17-30

    Research output: Chapter in Book/Published conference output › Chapter

  • Probabilistic Classification Methods

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 225-237

    Research output: Chapter in Book/Published conference output › Chapter

  • Support Vector Machines (SVMs)

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 259-277 19 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Time Domain Analysis

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 31-61

    Research output: Chapter in Book/Published conference output › Chapter

  • Time‐Frequency Domain Analysis

    Ahmed, H. & Nandi, A., 6 Dec 2019, Condition Monitoring with Vibration Signals: Compressive Sampling and Learning Algorithms for Rotating Machine. Wiley

    Research output: Chapter in Book/Published conference output › Chapter

  • Vibration‐Based Condition Monitoring Using Machine Learning

    Ahmed, H. & Nandi, A. K., 6 Dec 2019, Condition Monitoring with Vibration Signals. Wiley, 16 p.

    Research output: Chapter in Book/Published conference output › Chapter