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Research

Professor James Taylor PhD, FIET

Professor of Control Engineering

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  1. 2025
  2. E-pub ahead of print

    Low-density collimators for remote radiation characterisation tasks

    Tsitsimpelis, I., Kennedy, A., Lennox, B., Livens, F. R., Mathur, K., Randall, O., Taylor, J., Watson, S., West, A. & Joyce, M. J., 31/10/2025, In: Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 1079, 170701.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. E-pub ahead of print

    Improving radiation localization via energy-resolved angular photon responses

    Joyce, M. J., Tsitsimpelis, I., Alton, T. L., James Taylor, C., West, A., Lennox, B. & Livens, F., 30/04/2025, (E-pub ahead of print) In: International Journal of Modern Physics E.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Hyperspectral imaging suggests potential for rapid quantification of fission products in spent nuclear fuel

    Dunphy, R. D., Parker, A. J., Bandala, M., Bennet, S., Boxall, C., Chard, P., Cockbain, N., Eaves, D., Goddard, D., Ma, X., Taylor, C. J., Wilbraham, R., Zabalza, J., Murray, P. & Joyce, M. J., 13/02/2025, In: Scientific Reports. 15, 1, p. 5434 5434.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Data-Driven Insights: Boosting Algorithms to Uncover Electricity Theft Patterns in AMI

    Khan, I. U., Ali, A., Taylor, C. J. & Ma, X., 2025, In: IEEE Transactions on Instrumentation and Measurement. 74, p. 1-12 12 p., 2524212.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. 2024
  7. Published

    TALOS Wave Energy Converter Power Output Prediction Analysis Based on a Machine Learning Approach

    Wu, Y., Sheng, W., Taylor, J., Aggidis, G. & Ma, X., 9/09/2024, In: International Journal of Offshore and Polar Engineering . 34, 3, p. 306–313 8 p., ISOPE-24-34-3-306.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Enhancing Long-Term Predictive Accuracy in Wave Energy Converters through a Dual-Model Approach

    Wu, Y., Sheng, W., Taylor, C. J., Aggidis, G. & Ma, X., 17/06/2024, Proceedings of the Thirty-fourth (2024) International Ocean and Polar Engineering Conference. p. 633-640 8 p. 193-2024-TPC-0881

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. Published

    Enrichment measurement by passive γ-ray spectrometry of uranium dioxide fuel pellets using a europium-doped, strontium iodide scintillator

    Parker, A. J., Bandala, M., Croft, S., Crouch, L., Dunphy, R. D., Hutchinson, D., Logsdon, R., Ma, X., Marshall, S., Murray, P., Sarfraz, A., Stirzaker, P., Taylor, J., Zabalza, J. & Joyce, M. J., 31/05/2024, In: Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 1062, 169191.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Integral of error forms for blood clotting speed control using warfarin when data are missing

    Taylor, C. J., Millevithanatchy, D. G. & Wilson, E., 22/05/2024, 2024 UKACC 14th International Conference on Control (CONTROL). IEEE, p. 256-261 6 p. (2024 UKACC 14th International Conference on Control, CONTROL 2024).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  11. Published

    Modelling radiation sensor angular responses with dynamic linear regression

    Tsitsimpelis, I., West, A., Livens, F. R., Lennox, B., Taylor, C. J. & Joyce, M. J., 22/05/2024, 2024 UKACC 14th International Conference on Control (CONTROL). IEEE, p. 157-162 6 p. (2024 UKACC 14th International Conference on Control, CONTROL 2024).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    Digital twin challenges and opportunities for nuclear fuel manufacturing applications

    Bandala Sanchez, M., Chard, P., Cockbain, N., Dunphy, D., Eaves, D., Hutchinson, D., Lee, D., Ma, X., Marshall, S., Murray, P., Parker, A., Stirzaker, P., Taylor, C. J., Zabalza, J. & Joyce, M., 15/04/2024, In: Nuclear Engineering and Design. 420, 13 p., 113013.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  13. 2023
  14. Published

    Localising and identifying radionuclides via energy-resolved angular photon responses

    Tsitsimpelis, I., Alton, T., West, A., Taylor, C. J., Lennox, B., Livens, F. R. & Joyce, M. J., 31/12/2023, In: Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 1057, 168771.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Hyperspectral Imaging based Characterization and Identification of Sintered UO2 Fuel Pellets

    Zabalza, J., Parker, A., Bandala Sanchez, M., Murray, P., Marshall, S., Ma, X., Taylor, C. J. & Joyce, M., 6/11/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  16. Published

    Passive gamma-ray analysis of UO2 fuel rods using SrI2(Eu) scintillators in multi-detector arrangements

    Parker, A., Bandala Sanchez, M., Ma, X., Murray, P., Marshall, S., Taylor, J., Zabalza, J. & Joyce, M., 6/11/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  17. Published

    Long-Short Term Memory Based TALOS Wave Energy Converter Power Output Prediction with Numerical Modelling

    Wu, Y., Sheng, W., Taylor, C. J., Aggidis, G. & Ma, X., 19/06/2023, The 33rd International Ocean and Polar Engineering Conference, Ottawa, Canada, June 2023: ISOPE 2023. ISOPE, p. 657-662 6 p. ISOPE-I-23-095

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  18. Published

    Robust Data Driven Analysis for Electricity Theft Attack-Resilient Power Grid

    Khan, I. U., Javaid, N., Taylor, C. J. & Ma, X., 31/01/2023, In: IEEE Transactions on Power Systems. 38, 1, p. 537-548 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. 2022
  20. Published

    Passive, non-destructive enrichment measurement of sintered UO2 pellets

    Parker, A., Zabalza, J., Bandala Sanchez, M., Ma, X., Taylor, J., Murray, P., Marshall, S. & Joyce, M., 7/11/2022.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  21. Published

    Super Resolution Hyperspectral Imaging based Automated Inspection of Nuclear Fuel Pellets

    Zabalza, J., Parker, A., Bandala Sanchez, M., Murray, P., Marshall, S., Ma, X., Taylor, C. J. & Joyce, M., 7/11/2022. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  22. Published

    Improved localization of radioactivity with a normalized sinc transform

    Tsitsimpelis, I., Alton, T., West, A., Taylor, C. J., Livens, F. R., Lennox, B. & Joyce, M., 14/09/2022, In: Frontiers in Nuclear Engineering. 1, 11 p., 989361.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    A linear regression variable time delay estimation algorithm for the analysis of hydraulic manipulators

    Albrecht, O. & Taylor, C. J., 27/05/2022, 2022 UKACC 13th International Conference on Control (CONTROL). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  24. Published

    Pole assignment control design for time–varying time–delay systems using radial basis functions

    Albrecht, O. & Taylor, C. J., 27/05/2022, 2022 UKACC 13th International Conference on Control (CONTROL). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  25. Published

    Time‐Domain Implementation and Analyses of Multi‐Motion Modes of Floating Structures

    Sheng, W., Tapoglou, E., Ma, X., Taylor, C. J., Dorrell, R. M., Parsons, D. R. & Aggidis, G., 13/05/2022, In: Journal of Marine Science and Engineering (JMSE). 10 , 5, 24 p., 662.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Hydrodynamic studies of floating structures: Comparison of wave-structure interaction modelling

    Sheng, W., Tapoglou, E., Ma, X., Taylor, C. J., Dorrell, R. M., Parsons, D. R. & Aggidis, G., 1/04/2022, In: Ocean Engineering. 249, 16 p., 110878.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    A Stacked Machine and Deep Learning-based Approach for Analysing Electricity Theft in Smart Grids

    Khan, I. U., Javeid, N., Taylor, C. J., Gamage, K. & Ma, X., 1/03/2022, In: IEEE Transactions on Smart Grid. 13, 2, p. 1633-1644 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. 2021
  29. Published

    A Low-Cost and Semi-Autonomous Robotic Scanning System for Characterising Radiological Waste

    Monk, S., West, C., Bandala Sanchez, M., Dixon, N., Montazeri, A., Taylor, C. J. & Cheneler, D., 2/11/2021, In: Robotics. 10, 4, 22 p., 119.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    Radiation testing of low cost, commercial off the shelf microcontroller board

    Fried, T., Di Buono, A., Cheneler, D., Cockbain, N., Dodds, J., Green, P. R., Lennox, B., Taylor, C. J. & Monk, S., 31/10/2021, In: Nuclear Engineering and Technology. 53, 10, p. 3335-3343 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    Radiation Sensing: Design and Deployment of Sensors and Detectors

    Gamage, K. A. A. (Editor) & Taylor, C. J. (Editor), 31/08/2021, Multidisciplinary Digital Publishing Institute (MDPI). 101 p.

    Research output: Book/Report/Proceedings › Book

  32. Published

    Time-of-Flight Spectroscopy of 252 Cf Spontaneous Fission Neutrons: Influences of Detector Voltage, Pulse-Shape Discrimination and Shielding

    Grievson, A., Taylor, C. J., Roberts, N. J., Bunce, M. & Joyce, M., 12/08/2021, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC). IEEE, 4 p. 19. (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  33. Published

    Big Data Analytics for Electricity Theft Detection in Smart Grids

    Khan, I. U., Javaid, N., Taylor, C. J., Gamage, K. & Ma, X., 29/07/2021, 2021 IEEE Madrid PowerTech - 14th IEEE Power and Energy Society PowerTech Conference. IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  34. Published

    Implementation and Evaluation of a Semi-Autonomous Hydraulic Dual Manipulator for Cutting Pipework in Radiologically Active Environments

    Monk, S., Grievson, A., Bandala Sanchez, M., West, C., Montazeri, A. & Taylor, C. J., 27/04/2021, In: Robotics. 10, 2, 15 p., 62.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    Adaptive treatment and robust control

    Clairon, Q., Henderson, R., Young, N., Wilson, E. & Taylor, C. J., 30/03/2021, In: Biometrics. 77, 1, p. 223-236 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  36. Published

    COTS vision system, radiation sensor and 6 DoF robot for use in identifying radiologically uncharacterised objects

    Monk, S., Cheneler, D., West, C., Bandala Sanchez, M., Montazeri, A., Dixon, N. & Taylor, C. J., 21/01/2021, 2020 Australian and New Zealand Control Conference (ANZCC). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  37. Published

    Unknown and time-varying time delays in the modelling and control of hydraulic actuators: literature review

    Albrecht, O. & Taylor, C. J., 21/01/2021, 2020 Australian and New Zealand Control Conference (ANZCC). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  38. Published

    A prototype telepresence robot for use in the investigation of ebola and lassa virus threatened villages in Nigeria

    Monk, S., Jorgensen, E., McCulloch, A., Peacock, R., Sangprachatanaruk, I., Azeta, J., Bolu, C. A. & Taylor, C. J., 7/01/2021, Proceedings of the 27th International Conference on Systems Engineering, ICSEng 2020. Selvaraj, H., Chmaj, G. & Zydek, D. (eds.). Springer, p. 34-48 15 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  39. 2020
  40. Published

    Reduced chatter sliding mode control for hydraulic manipulators based on continuous–time state dependent parameter models

    Nemati, H., Bandala Sanchez, M., Albrecht, O. & Taylor, C. J., 27/11/2020, 4th Australian and New Zealand Control Conference (ANZCC). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  41. Published

    Action conditional recurrent Kalman networks for forward and inverse dynamics learning

    Shaj, V., Becker, P., Buchler, D., Pandya, H., van Duijkeren, N., Taylor, C. J., Hanheide, M. & Neumann, G., 18/11/2020, Proceedings of Machine Learning Research.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  42. Published

    Optimal power flow solution with uncertain RES using augmented grey wolf optimization

    Khan, I. U., Javaid, N., Akurugoda Gamage, K., Taylor, C. J. & Ma, X., 2/11/2020, 2020 IEEE International Conference on Power Systems Technology (POWERCON). IEEE, 6 p. (IEEE International Conference on Power Systems Technology (POWERCON)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  43. Published

    Plant leaf position estimation with computer vision

    Beadle, J., Taylor, C. J., Ashworth, K. & Cheneler, D., 20/10/2020, In: Sensors. 20, 20, 16 p., 5933.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  44. Published

    Heuristic algorithm based optimal power flow model incorporating stochastic renewable energy sources

    Khan, I. U., Javaid, N., Akurugoda Gamage, K., Taylor, C. J., Baig, S. & Ma, X., 14/08/2020, In: IEEE Access. 8, p. 148622-148643 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  45. Published

    Big data analytics based short term electricity load forecasting model for residential buildings in smart grids

    Khan, I. U., Javaid, N., Taylor, C. J., Gamage, K. A. A. & Ma, X., 10/08/2020, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, p. 544-549 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  46. Published

    Robust and adaptive anticoagulant control

    Avery, P., Clairon, Q., Henderson, R., Taylor, C. J. & Wilson, E., 1/06/2020, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 69, 3, p. 503-524 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  47. Published

    Control of hydraulically–actuated manipulators with dead–band and time–delay uncertainties

    Albrecht, O., Bandala Sanchez, M., Monk, S. & Taylor, J., 17/04/2020, p. 54-55. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  48. 2019
  49. Published

    Eigenvalue analysis and case study examples of fractional order generalised predictive control

    Alarfaj, Y. & Taylor, C. J., 11/11/2019, 25th IEEE International Conference on Automation and Computing (ICAC). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  50. Published

    A thermal-electrical analogy model of a four-floor building with occupancy estimation for heating system control

    Tate, O., Cheneler, D. & Taylor, C. J., 29/10/2019, In: IFAC-PapersOnLine. 52, 11, p. 91-96 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  51. Published

    Fast, vision-based line-following schemes for micro-aerial vehicles in nuclear environments

    Nemati, H., Goki, S. H. M., Yazdanshenas, A. & Taylor, J., 27/10/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  52. Published

    A dual-arm, hydraulically-actuated robot for operations within radiological environments

    Albrecht, O., Monk, S. D., Bandala Sanchez, M., Montazeri, A. & Taylor, J., 1/10/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  53. Published

    Simplified models for heating system optimisation using a thermal-electrical analogy

    Tate, O., Cheneler, D. & Taylor, C. J., 7/09/2019, 25th IEEE International Conference on Automation and Computing (ICAC). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  54. Published

    Robustness evaluation and robust design for Proportional-Integral-Plus control

    Wilson, E. D., Clairon, Q., Henderson, R. & Taylor, C. J., 1/09/2019, In: International Journal of Control. 92, 12, p. 2939-2951 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  55. Published

    Pulse shape discrimination performance of a pixelated plastic scintillator (EJ-299-34) for a coded-aperture based dual particle imaging system

    Cieslak, M., Akurugoda Gamage, K., Glover, R. & Taylor, C. J., 31/07/2019, In: Journal of Instrumentation. 14, 16 p., P07017.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  56. Published

    Compact viscometer prototype for remote in-situ analysis of sludge

    Fried, T., Cheneler, D., Monk, S. D., Taylor, C. J. & Dodds, J., 26/07/2019, In: Sensors. 19, 15, 14 p., 3299.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  57. Published

    Heuristic algorithm based dynamic scheduling model of home appliances in smart grid

    Khan, I. U., Ma, X., Taylor, C. J., Javaid, N. & Gamage, K., 1/07/2019, 24th International Conference on Automation and Computing. IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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