Muhammad Ahsan, PhD, Engr.

Researcher in Advancing Structural Health Monitoring and Intelligent Fault Diagnosis
Politechnika

Journals

  1. Muhammad Ahsan, Dariusz Bismor & Pawel Fabis. (Jun. 2025). Application of low-cost ADXL1002 accelerometer for vehicle engine misfire detection using a novel hybrid EMD-based image processing and DCNN-LSTM model. Vibrations in Physical Systems, Vol. 1, pp: 1 - 1. DOI: https://vibsys.put.poznan.pl/_journal/2025-36-1/articles/vps_2025102.pdf [Paper]
  2. Muhammad Ahsan, Jose Rodriguez, & Mohamed Abdelrahem. (Jun. 2025). Bearing Fault Diagnosis in Induction Motors using Low-Cost Triaxial ADXL335 Accelerometer and a Hybrid CWT-DCNN-LSTM Model. IEEE Access, Vol. 1, pp: 1 -1. DOI: https://doi.org/10.1109/ACCESS.2025.3577672 [Paper]
  3. Muhammad Ahsan, Muhammad Waqar Hassan, Jose Rodriguez, & Mohamed Abdelrahem. (Jan. 2025). Enhanced Fault Diagnosis in Rotating Machinery using a Hybrid CWT-LeNet-5-LSTM Model: Performance Across Various Load Conditions. IEEE Access, Vol. 13, pp: 1026 - 1045. DOI: https://doi.org/10.1109/ACCESS.2024.3522948 [Paper]
  4. Muhammad Ahsan, Dariusz Bismor, & Pawel Fabis. (Oct. 2024). Title: Analysis of the Vehicle Engine Misfires using Frequency-Domain Approaches at Various RPMs with ADXL1002 Accelerometer. Archives of Acoustics, Vol. 49(4), pp: 507 - 516. DOI: https://doi.org/10.24425/aoa.2024.148813 [Paper]
  5. Muhammad Ahsan & Mostafa M. Salah. (Feb. 2024). Title: Improved nonlinear model predictive control with inequality constraints using particle filtering for nonlinear and highly coupled dynamical systems. Nonlinear Engineering, Vol. 13(1), pp: 1 - 11. DOI: https://doi.org/10.1515/nleng-2022-0351 [Paper]
  6. Muhammad Ahsan & T.R. Alsenani. (Dec. 2023). Title: Distributed Consensus Control for Voltage Tracking and Current Distribution in DC Microgrid. Ain Shams Engineering Journal, Vol. 14, pp: 1 - 9. DOI: https://doi.org/10.1016/j.asej.2023.102363 [Paper]
  7. Muhammad Ahsan & Mostafa M. Salah. (Nov. 2023). Title: Similarity index of the STFT-based health diagnosis of variable speed rotating machines. Intelligent Systems with Applications, Vol. 20, pp: 1 – 9. DOI: https://doi.org/10.1016/j.iswa.2023.200270 [Paper]
  8. Muhammad Ahsan, Mostafa M. Salah & Saeed A. (Aug. 2023). Title: Adaptive Fast-Terminal Neuro-Sliding Mode Control for Robot Manipulators with Unknown Dynamics and Disturbances. Electronics (MDPI), Vol. 12(18), pp: 3856. DOI: https://doi.org/10.3390/electronics12183856 [Paper]
  9. Muhammad Ahsan & Mostafa M. Salah. (Jul. 2023). Title: Efficient DCNN-LSTM Model for Fault Diagnosis of Raw Vibration Signals: Applications to Variable Speed Rotating Machines and Diverse Fault Depths Datasets. Symmetry (MDPI), Vol. 15(7), pp: 1413. DOI: https://doi.org/10.3390/sym15071413 [Paper]
  10. Muhammad Ahsan, Dariusz Bismor, & Muhammad Arslan Manzoor. (Jun. 2023). Title: ARL-Wavelet-BPF Optimization using PSO Algorithm for Bearing Fault Diagnosis. Archives of Control Sciences, Vol. 33, pp. 589 – 606. DOI: https://doi.org/10.24425/acs.2023.146961 [Paper]
  11. Muhammad Ahsan, & Dariusz Bismor. (Jul. 2022). Title: Early-Stage Fault Diagnosis for Rotating Element Bearing using Improved Harmony Search Algorithm with Different Fitness Functions. IEEE Transactions on Instrumentation and Measurement, Vol. 71, pp. 1 - 9. DOI: https://doi.org/10.1109/TIM.2022.3192254 [Paper]

Conferences

  1. Mohamed Abdelrahem, Muhammad Ahsan & Jose Rodriguez. (September 2025). Title: Enhanced LeNet-5-LSTM-Based Diagnosis of PMSM Stator Faults using Vibration Signals Across Different Fault Severities. Conference: IEEE CPERE 2025, Pyramisa Island Aswan, Egypt, (Accepted)
  2. Muhammad Ahsan, Dariusz Bismor & Pawel Fabis. (September 2024). Title: Comparison of ANN and CNN models for misfire detection in vehicle engine at different RPMs with low-cost ADXL1002 accelerometer. Conference: IEEE 2024 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), Poznan, Poland, pp: 60 – 65. DOI: https://doi.org/10.23919/SPA61993.2024.10715607 [Paper]
  3. Muhammad Ahsan & Dariusz Bismor. (September 2023). Title: Advanced Fault Diagnosis in Rotating Machines using 2D Grayscale Images with Improved Deep Convolutional Neural Networks. Conference: IEEE 2023 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), Poznan, Poland, pp: 77 – 82. DOI: https://doi.org/10.23919/SPA59660.2023.10274428 [Paper]
  4. Muhammad Ahsan & Dariusz Bismor. (June 2023). Title: Calibration of a High Sampling Frequency MEMS-Based Vibration Measurement System. Conference: XXI Polish Control Conference (PCC2023), Gliwice, Poland, Vol. 708, pp: 294 – 302. DOI: https://doi.org/10.1007/978-3-031-35170-9_28 [Paper]
  5. Muhammad Ahsan & Dariusz Bismor. (April 2022). Title: Early-Stage Faults Detection Using Harmony Search Algorithm and STFT-Based Spectral Kurtosis. Conference: Automation 2022: New Solutions and Technologies for Automation, Robotics and Measurement Techniques, Warsaw, Poland, Vol. 1427, pp. 75 – 84. DOI: https://doi.org/10.1007/978-3-031-03502-9_8 [Paper]
  6. Muhammad Ahsan & Qian Ma. (2019). Bipartite Containment Control of Multi-Agent Systems. 2019 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Hong Kong, China, 2019: 895 – 900. DOI: https://doi.org/10.1109/AIM.2019.8868456 [Paper]

Thesis

  1. Muhammad Ahsan. Vehicle Diagnostics using Artificial Intelligence and Digital Signal Processing Methods. Doctoral Dissertation. Department of Measurements and Control Systems, Silesian University of Technology, Gliwice, Poland. July 2025. [pdf]
  2. Muhammad Ahsan. Containment Control Problem for Multi-Agent Systems. M.Sc thesis. School of Automation, Nanjing University of Science and Technology, Nanjing, China. June 2020. [pdf]
© Muhammad Ahsan 2025.