Advanced Methods For Diagnostics And Prognostics In Industrial Apolications

Universities and Institutes of Italy
November 30, 2022
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  • Organisation/Company: ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA -
  • DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
  • Research Field: Engineering › Control engineering
  • Researcher Profile: First Stage Researcher (R1) Recognised Researcher (R2) Established Researcher (R3) Leading Researcher (R4)
  • Application Deadline: 30/11/2022
  • Location: Italy
  • Type Of Contract: To be defined
  • Eu Research Framework Programme: H2020
  • Condition monitoring and prognostics are crucial elements of “Industry 4.0/5.0”. The aim of this activity is to analyze and develop diagnostics techniques which take advantage of models-of-signals feature extraction and combine statical/machine learning and artificial intelligence methods with continual training procedures, suitable for industrial scenarios with little and/or heterogenous a-priori and run-time data. Besides, model-based methods will be considered when a-priori knowledge and/or process physics make them viable. Also, Remaining Useful Life (RUL) prediction techniques will be investigated, exploiting Markov-like models to include a-priori knowledge (possibly coming from “transfer learning” approaches) and to introduce proper adaptation procedures. All activity will be carried out within the ACTEMA research group (https: // dei.unibo.it/en/research/research-groups/actema), in collaboration with other entities, and also within the EU project AI-REDGIO5.0.

    Eligibility criteria

    to apply for research grants fill out the form available at the following address: https: // bandi.unibo.it/ricerca/assegni-ricerca

    Eligible destination country/ies for fellows:

  • Italy
  • Eligibility of fellows: country/ies of residence:

  • All
  • Eligibility of fellows: nationality/ies:

  • All
  • Web site for additional job details

    https: // bandi.unibo.it/ricerca/assegni-ricerca

    Contact Information
  • Organisation/Company: ALMA MATER STUDIORUM - UNIVERSITA' DI BOLOGNA -
  • DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
  • Organisation Type: Public Research Institution
  • Website: https:// www. unibo.it
  • Country: Italy
  • City: Bologna
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