ET-MS3-AMDA

Tiedo Tinga (1973) is a professor in Dynamics based Maintenance at the faculty of Engineering Technology, with a background in Materials Science and Mechanical Engineering. His research focuses on the detection and prediction of failures in systems, with the aim of developing smart maintenance concepts, like Predictive Maintenance. The is achieved by combining the Physics of Failure, thorough understanding of the (dynamic) system behaviour and advanced (condition) monitoring techniques, as well as data science and artificial intelligence. 

Expertise

  • Physics

    • Frequencies
    • Detection
    • Model
    • Utilization
    • Maintenance
    • Impact
    • Vibration
  • Engineering

    • Predictive Maintenance

Organisations

Ancillary activities

  • Nederlandse Defensie AcademieProfessor Life Cycle Management
  • NLR (Netherlands Aerospace Center)Adviescommissie Aerospace Vehicles NLR
  • ConsultingaIncidenteel verzorgen van lezingen en/of advies

Publications

2024

NLN-EMP - Motor Current and Vibration Monitoring Dataset for various Faults in an E-motor-driven Centrifugal Pump (2024)[Dataset Types › Dataset]. 4TU.Centre for Research Data. Bruinsma, S., Geertsma, R., Loendersloot, R. & Tinga, T.https://doi.org/10.4121/2b61183e-c14f-4131-829b-cc4822c369d0.v4Quantifying the suitability and feasibility of predictive maintenance approaches (2024)Computers & industrial engineering, 194. Article 110342. Alves da Silveira, N. N., Meghoe, A. A. & Tinga, T.https://doi.org/10.1016/j.cie.2024.110342Corrosion classification through deep learning of electrochemical noise time-frequency transient information (2024)Engineering applications of artificial intelligence, 133, 1-9. Article 108044. Homborg, A. M., Mol, J. M. C. & Tinga, T.https://doi.org/10.1016/j.engappai.2024.108044Impact Identification Method for Structural Health Monitoring of Stiffened Composite Panels using Passive Sensing Systems (2024)e-Journal of Nondestructive Testing. Marinho, N. R., Loendersloot, R., Grooteman, F., Wiegman, J. W. & Tinga, T.https://doi.org/10.58286/29655A maturity framework for data driven maintenance (2024)In PHM Society European Conference. Article 4039. PHM Society. Rijsdijk, C., van de Wijnckel, M. J. R. & Tinga, T.https://doi.org/10.36001/phme.2024.v8i1.4039Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning (2024)In Proceedings of the 8th European Conference of the PHM Society 2024 (pp. 629-642). Jimenez, L., Simão, T. D., Bukhsh, Z., Tinga, T., Molegraaf, H., Jansen, N. & Stoelinga, M. I. A.https://doi.org/10.36001/phme.2024.v8i1.4091Towards a Hybrid Framework For Prognostics With Limited Run-to-Failure Data (2024)In Proceedings of the 8th European Conference of the Prognostics and Health Management Society 2024 (pp. 844-855). PHM Society. Keizers, L. S., Loendersloot, R. & Tinga, T.https://doi.org/10.36001/phme.2024.v8i1.4017Comparing Homogeneous And Inhomogeneous Time Markov Chains For Modelling Degradation In Sewer Pipe Networks (2024)In European Safety and Reliability Conference (ESREL) (pp. 86-96). Article 9. Polish Safety and Reliability Association. Jimenez, L., Tinga, T., Heskes, T. & Stoelinga, M. I. A.In-situ mechanical and microstructural characterization of miniaturized Al-Mg-Sc-Zr and AlSi10Mg specimens processed by laser powder-bed fusion (PBF-LB) (2024)Journal of Materials Research and Technology, 30, 348-359. Cordova, L., Bor, T., Macía Rodríguez, E., Tinga, T. & Campos, M.https://doi.org/10.1016/j.jmrt.2024.03.084Motor Current and Vibration Monitoring Dataset for various Faults in an E-motor-driven Centrifugal Pump (2024)Data in brief, 52. Article 109987. Bruinsma, S., Geertsma, R., Loendersloot, R. & Tinga, T.https://doi.org/10.1016/j.dib.2023.109987

Research profiles

Courses academic year 2024/2025

Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.

Courses academic year 2023/2024

Address

University of Twente

Horst Complex (building no. 20), room N120
De Horst 2
7522 LW Enschede
Netherlands

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Organisations

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