Centre for Efficiency and Performance Engineering

Research output

Research output per year 2007 2017 2019 2020 2021 2022 2023 2024

• 527 Article
• 450 Conference contribution
• 23 Conference article
• 19 Review article
• 28 More
  • 8 Chapter
  • 7 Patent
  • 5 Editorial
  • 2 Book
  • 2 Letter
  • 2 Discussion paper
  • 1 Commissioned report
  • 1 Foreword/postscript

Research output per year

Research output per year

Search results

• 2024

  A high performance contra-rotating energy harvester and its wireless sensing application toward green and maintain free vehicle monitoring

  Wang, Z., Du, H., Wang, W., Zhang, Q., Gu, F., Ball, A. D., Liu, C., Jiao, X., Qiu, H. & Shi, D., 15 Feb 2024, In: Applied Energy. 356, 13 p., 122370.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)

• A label-free battery state of health estimation method based on adversarial multi-domain adaptation network and relaxation voltage

  Zhao, X., Wang, Z., Miao, H., Yang, W., Gu, F. & Ball, A., 1 Nov 2024, In: Energy. 308, 15 p., 132881.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• A Novel Drum-shaped Metastructure Aided Weak Signal Enhancement Method for Bearing Fault Diagnosis

  Lin, Y., Huang, S., Chen, B., Shi, D., Zhou, Z., Deng, R., Huang, B., Gu, F. & Ball, A., 1 Mar 2024, In: Mechanical Systems and Signal Processing. 209, 16 p., 111077.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• A two-stage importance-aware subgraph convolutional network based on multi-source sensors for cross-domain fault diagnosis

  Yu, Y., He, Y., Karimi, H. R., Gelman, L. & Cetin, A. E., 1 Nov 2024, In: Neural Networks. 179, 21 p., 106518.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  5 Citations (Scopus)

• Bayesian acoustic emission time-difference method for locating the collision point of sweeping robot shell

  Chen, Z., Li, Z. & Gu, F., 1 Feb 2024, In: Measurement Science and Technology. 35, 2, 17 p., 025127.

  Research output: Contribution to journal › Article › peer-review

• Classification of Partial Discharge Sources in Ultra-High Frequency Using Signal Conditioning Circuit Phase-Resolved Partial Discharges and Machine Learning

  Santos Júnior, A. C. D., Serres, A. J. R., Xavier, G. V. R., da Costa, E. G., Serres, G. K. D. F., Leite Neto, A. F., Carvalho, I. F., Nobrega, L. A. M. M. & Lazaridis, P., 19 Jun 2024, In: Electronics (Switzerland). 13, 12, 17 p., 2399.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Enhancing Adaptive Beamforming in 3D Space Through Self-Improving Neural Network Techniques

  Mallioras, I., Yioultsis, T. V., Kantartzis, N. V., Lazaridis, P. I. & Zaharis, Z. D., 4 Mar 2024, In: IEEE Open Journal of the Communications Society. 5, p. 1340-1357 18 p., 10438855.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  1 Citation (Scopus)

• Heuristic Antenna Selection and Precoding for a Massive MIMO System

  Abbas, W. B., Khalid, S., Ahmed, Q., Khalid, F., Alade, T. & Sureephong, P., 1 Jan 2024, In: IEEE Open Journal of the Communications Society. 5, p. 83-96 14 p., 10355934.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Improved Single-Layer Powder Core Inductor Design Procedure for DC-DC Converters

  Kunstbergs, N., Hinz, H., Roll, D. & Schofield, N., 18 Mar 2024, In: IET Power Electronics. 17, 4, p. 494-510 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  1 Citation (Scopus)

• Improving DOA Estimation via An Optimal Deep Residual Neural Network Classifier On Uniform Linear Arrays

  Kassir, H. A., Kantartzis, N. V., Lazaridis, P. I., Sarigiannidis, P., Goudos, S. K., Christodoulou, C. & Zaharis, Z. D., 1 Apr 2024, In: IEEE Open Journal of Antennas and Propagation. 5, 2, p. 460-473 14 p., 10421782.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  1 Citation (Scopus)

• Investigation into Impedance Measurements for Rapid Capacity Estimation of Lithium-ion Batteries in Electric Vehicles

  Zhao, X., Wang, Z., Li, E. & Miao, H., 29 Mar 2024, In: Journal of Dynamics, Monitoring and Diagnostics. 3, 1, p. 21-31 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  2 Citations (Scopus)

• Linear Antenna Array With Full-Spherical Beamsteering

  Milias, C., Andersen, R. B., Jorgensen, T. H., Muhammad, B., Kristensen, J. T. B., Mihosvka, A., Hermansen, D. D. S., Lazaridis, P. I. & Zaharis, Z. D., 1 Jan 2024, In: IEEE Transactions on Antennas and Propagation. 72, 1, p. 566-579 14 p., 10298024.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Maximum negative entropy deconvolution and its application to bearing condition monitoring

  Zhou, Z., Chen, B., Huang, B., Zhang, W., Gu, F., Ball, A. D. & Gong, X., 1 May 2024, In: Structural Health Monitoring. 23, 3, p. 1334-1357 24 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  8 Citations (Scopus)

• Modulation signal bispectrum analysis of motor current signals for online monitoring of turning conditions

  Zou, Z., Li, C., Shen, G., Li, D., Gu, F. & Ball, A. D., 1 May 2024, In: Measurement and Control. 57, 5, p. 540-550 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Motor Current Signature Analysis Using Robust Modulation Spectrum Correlation Gram for Gearbox Fault Detection

  Guo, J., He, Q., Zhen, D. & Gu, F., 1 Feb 2024, In: IEEE Transactions on Industrial Informatics. 20, 2, p. 2671-2681 11 p., 10195918.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  7 Citations (Scopus)

• Multiscale cyclic frequency demodulation-based feature fusion framework for multi-sensor driven gearbox intelligent fault detection

  Guo, J., He, Q., Zhen, D., Gu, F. & Ball, A., 11 Jan 2024, In: Knowledge-Based Systems. 283, 14 p., 111203.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• Nature-Inspired Frequency Selective Surface in Fibonacci Spiral with Closely Resonant Bands

  de Oliveira, M. A., Lazaridis, P. I., Zaharis, Z. D., Neto, A. G., Campos, A. L. P. S. & Serres, A. J. R., 17 Jun 2024, In: Journal of Microwaves, Optoelectronics and Electromagnetic Applications. 23, 2, 13 p., e2024280445.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Navigating Algeria towards a sustainable green hydrogen future to empower North Africa and Europe’s clean hydrogen transition

  Tiar, B., Fadlallah, S., Benhadji Serradj, D. E., Graham, P. & Aagela, H., 3 Apr 2024, In: International Journal of Hydrogen Energy. 61, p. 783-802 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  3 Citations (Scopus)

• Optimal Photodetector Size for High-Speed Free-Space Optics Receivers

  Bashir, S., Ahmed, Q. & Alouini, M-S., 25 Jul 2024, (Accepted/In press) In: IEEE Transactions on Wireless Communications. 13 p., 10637929.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Predicting fatigue failure in five‐axis machined ball‐end milled components through FKM local stress approach

  Fazili, Z., Barrans, S. & Walton, K., 5 Aug 2024, (E-pub ahead of print) In: Fatigue and Fracture of Engineering Materials and Structures. 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• QoE Prediction for Gaming Video Streaming in ORAN Using Convolutional Neural Networks

  Kougioumtzidis, G., Vlahov, A., Poulkov, V. K., Lazaridis, P. I. & Zaharis, Z. D., 23 Feb 2024, In: IEEE Open Journal of the Communications Society. 5, p. 1167-1181 15 p., 10422719.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  1 Citation (Scopus)

• Recent Advances in Antennas for Biotelemetry and Healthcare Applications

  Khattak, R., Ahmed, Q., Shoaib, S., Lazaridis, P. & Alade, T., 9 Sep 2024, (Accepted/In press) In: IEEE Open Journal of Antennas and Propagation. 25 p., 10681121.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Statistical Methods Applied to Gene Expression Data to Explore Cancer Features

  Simpson-Clancy, H. & Smith, A., 27 Jun 2024, In: SIAM Undergraduate Research Online. 17, p. 208-227 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• The application of additive manufacturing to heat exchangers for oscillatory flow: A case study

  Hamood, A., Jaworski, A. J., Blunt, L. & Townsend, A., 1 Aug 2024, In: Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 238, 10, p. 1531-1540 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  2 Citations (Scopus)

• The effect of operating conditions on heat transfer for parallel plate heat exchangers of thermoacoustic standing wave systems

  Mohd Saat, F. A. Z., Jaworski, A. J. & Hamood, A., 1 Aug 2024, In: International Journal of Thermofluids. 23, 14 p., 100771.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Transfer Learning for UWB Error Correction and (N)LOS Classification in Multiple Environments

  Fontaine, J., Che, F., Shahid, A., Herbruggen, B. V., Ahmed, Q., Abbas, W. B. & Poorter, E. D., 1 Feb 2024, In: IEEE Internet of Things Journal. 11, 3, p. 4085-4101 17 p., 10195942.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  2 Citations (Scopus)

• UltraLow-loss Reconfigurable Phase-shifting Metasurface in V band: A Multiobjective Optimization Approach

  Zapata cano, P. H., Vassos, E., Zaharis, Z. D., Lazaridis, P. I., Yioultsis, T. V., Kantartzis, N. V. & Feresidis, A. P., 15 Feb 2024, In: IEEE Transactions on Antennas and Propagation. 72, 2, p. 1407-1417 11 p., 10336718.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Citation (Scopus)

• Vibration-induced cavitation in cylinder liners caused by piston slaps

  Liu, D., Li, G., Sun, N., Zhu, G., Cao, H., Wang, T. & Gu, F., 1 Apr 2024, In: International Journal of Mechanical Sciences. 267, 19 p., 109025.

  Research output: Contribution to journal › Article › peer-review
  2 Citations (Scopus)
• 2023

  Active Acoustic Emission Sensing for Fast Co-estimation of State of Charge and State of Health of the Lithium-ion Battery

  Wang, Z., Zhao, X., Zhang, H., Zhen, D., Gu, F. & Ball, A., 1 Aug 2023, In: Journal of Energy Storage. 64, 13 p., 107192.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Acoustic emissions 100%
  • Lithium-ion batteries 98%
  • Health 67%
  • Frequency bands 27%
  • Ultrasonics 26%
  19 Citations (Scopus)

• A double-layer iterative analytical model for mesh stiffness and load distribution of early-stage cracked gear based on the slicing method

  Yang, L., Wang, L., Shao, Y., Gu, F., Ball, A. & Mba, D., 1 Sep 2023, In: Mechanical Systems and Signal Processing. 198, 28 p., 110456.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Gears 100%
  • Analytical models 98%
  • Stiffness 80%
  • Cracks 68%
  • Gear teeth 32%
  13 Citations (Scopus)

• A full generalization of the Gini index for bearing condition monitoring

  Chen, B., Song, D., Gu, F., Zhang, W., Cheng, Y., Ball, A., Bevan, A. & Gu, J. X., 1 Apr 2023, In: Mechanical Systems and Signal Processing. 188, 23 p., 109998.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Condition monitoring 100%
  • Roller bearings 17%
  • Contamination 15%
  • Health 11%
  • Computer simulation 8%
  23 Citations (Scopus)

• A Local Modulation Signal Bispectrum for Multiple Amplitude and Frequency Modulation Demodulation in Gearbox Fault Diagnosis

  Guo, J., He, Q., Yang, Y., Zhen, D., Gu, F. & Ball, A., 1 Sep 2023, In: Structural Health Monitoring. 22, 5, p. 3189-3205 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Amplitude modulation 100%
  • Frequency modulation 91%
  • Demodulation 86%
  • Failure analysis 67%
  • Modulation 60%
  7 Citations (Scopus)

• A Modulation Signal Bispectrum Enhanced Squared Envelope for the detection and diagnosis of compound epicyclic gear faults

  Xu, Y., Feng, G., Tang, X., Yang, S., Gu, F. & Ball, A. D., 1 Jan 2023, In: Structural Health Monitoring. 22, 1, p. 562-580 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Epicyclic gears 100%
  • Modulation 47%
  • Rotors 22%
  • Gears 17%
  • Planets 11%
  9 Citations (Scopus)

• An enhanced cyclostationary method and its application on the incipient fault diagnosis of induction motors

  Wang, Z., Li, H., Feng, G., Zhen, D., Gu, F. & Ball, A., 15 Nov 2023, In: Measurement: Journal of the International Measurement Confederation. 221, 13 p., 113475.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  2 Citations (Scopus)

• An explainable intelligence fault diagnosis framework for rotating machinery

  Yang, D., Karimi, H. R. & Gelman, L., 7 Jul 2023, In: Neurocomputing. 541, 13 p., 126257.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Rotating machinery 100%
  • Intelligence 87%
  • Failure analysis 70%
  • Convolutional neural networks 56%
  • Learning 20%
  17 Citations (Scopus)

• An iterative morphological difference product wavelet for weak fault feature extraction in rolling bearing fault diagnosis

  Guo, J., He, Q., Zhen, D., Gu, F. & Ball, A., 1 Jan 2023, In: Structural Health Monitoring. 22, 1, p. 296-318 23 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Roller bearings 100%
  • Failure analysis 77%
  • Feature extraction 69%
  • Defects 41%
  • Adaptive algorithms 30%
  10 Citations (Scopus)

• A novel adaptive weak fault diagnosis method based on modulation periodic stochastic pooling networks

  Zhang, W., Shi, P., Li, M., Han, D., He, Y., Gu, F. & Ball, A., 1 Aug 2023, In: Chaos, Solitons and Fractals. 173, 11 p., 113588.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  3 Citations (Scopus)

• A Survey on Optimizing Mobile Delivery of 360^◦ Videos: Edge Caching and Multicasting

  Mahmoud, M., Rizou, S., Panayides, A. S., Kantartzis, N. V., Karagiannidis, G. K., Lazaridis, P. I. & Zaharis, Z. D., 12 Jul 2023, In: IEEE Access. 11, p. 68925-68942 18 p., 10175638.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  6 Citations (Scopus)

• Attention-based deep meta-transfer learning for few-shot fine-grained fault diagnosis

  Li, C., Li, S., Wang, H., Gu, F. & Ball, A. D., 15 Mar 2023, In: Knowledge-Based Systems. 264, 16 p., 110345.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Fault Diagnosis 100%
  • Transfer Learning 91%
  • Transfer learning 70%
  • Fault 68%
  • Failure analysis 51%
  69 Citations (Scopus)

• Characterizing the Vibration Responses of Flexible Workpieces during the Turning Process for Quality Control

  Li, C., Zou, Z., Duan, W., Liu, J., Gu, F. & Ball, A., 1 Dec 2023, In: Applied Sciences. 13, 23, 18 p., 12611.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Comparative Study on Health Monitoring of a Marine Engine Using Multivariate Physics-Based Models and Unsupervised Data-Driven Models

  Fu, C., Liang, X., Li, Q., Lu, K., Gu, F., Ball, A. & Zheng, Z., 15 May 2023, In: Machines. 11, 5, 22 p., 557.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Health Monitoring 100%
  • Marine engines 69%
  • Engine 66%
  • Data-driven 59%
  • Comparative Study 58%
  4 Citations (Scopus)

• Deep Learning-Aided QoE Prediction for Virtual Reality Applications Over Open Radio Access Networks

  Kougioumtzidis, G., Vlahov, A., Poulkov, V. K., Lazaridis, P. I. & Zaharis, Z. D., 22 Dec 2023, In: IEEE Access. 11, p. 143514-143529 16 p., 10363177.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  2 Citations (Scopus)

• Deep Learning Approach for Optimal Localization Using an mm-Wave Sensor

  Amjad, B., Ahmed, Q., Lazaridis, P., Khan, F., Hafeez, M. & Zaharis, Z., 14 Sep 2023, In: IEEE Transactions on Instrumentation and Measurement. 72, 15 p., 10241303.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  4 Citations (Scopus)

• Designing Future Wireless Networks (FWN)s with Net Zero (NZ) and Zero Touch (ZT) Perspective

  Abbas, W. B., Ahmed, Q., Khan, F. A., Mian, N., Lazaridis, P. & Sureephong, P., 10 Aug 2023, In: IEEE Access. 11, p. 83301-83321 21 p., 10207809.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  3 Citations (Scopus)

• Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing

  Zhang, Y., Ji, J. C., Ren, Z., Ni, Q., Gu, F., Feng, K., Yu, K., Ge, J., Lei, Z. & Liu, Z., 1 Jun 2023, In: Reliability Engineering and System Safety. 234, 14 p., 109186.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Digital twin 100%
  • Roller bearings 76%
  • Failure analysis 58%
  • Health 25%
  • Mirrors 11%
  103 Citations (Scopus)

• Double threshold based optimal device selection scheme for D2D or Sidelink network

  Kumarapandian, S., Ahmed, Q. & Khan, F., 1 Feb 2023, In: ICT Express. 9, 1, p. 22-28 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Physical layer 100%
  • Bit error rate 44%
  • Communication systems 38%
  • Signal to noise ratio 20%
  • Wireless networks 19%

• Dynamic behaviors of composite leaf springs with viscoelastic cores

  Jolaiy, S., Yousefi, A., Mashhadi, M. M., Amoozgar, M. & Bodaghi, M., 1 Mar 2023, In: Mechanics Based Design of Structures and Machines. 51, 5, p. 2632-2654 23 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Leaf springs 100%
  • Dynamic Behavior 77%
  • leaves 73%
  • Leaves 68%
  • Composite 61%
  3 Citations (Scopus)

• Dynamic modelling and analysis of cracked gear system with tip relief based on proposed variable-angle deformation energy integration method

  Yang, L., Zou, D., Sun, X., Wang, L., Shao, Y., Gu, F., Ball, A. & Mba, D., 1 Mar 2023, In: Nonlinear Dynamics. 111, 5, p. 4141-4172 32 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Dynamic Modeling 100%
  • Dynamic Analysis 88%
  • Stiffness 65%
  • Gears 61%
  • Angle 59%
  9 Citations (Scopus)

• Early Fault Feature Extraction for Rolling Bearings using Adaptive Variational Mode Decomposition with Noise Suppression and Fast Spectral Correlation

  Tian, S., Zhen, D., Liang, X., Feng, G., Cui, L. & Gu, F., 1 Jun 2023, In: Measurement Science and Technology. 34, 6, 17 p., 065112.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Noise Suppression 100%
  • Rolling Bearing 97%
  • Feature Extraction 84%
  • spectral correlation 82%
  • pattern recognition 68%
  7 Citations (Scopus)

• Early rolling bearing fault diagnosis in induction motors based on on-rotor sensing vibrations

  Wang, Z., Shi, D., Xu, Y., Zhen, D., Gu, F. & Ball, A. D., 30 Nov 2023, In: Measurement. 222, 15 p., 113614.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  9 Citations (Scopus)