NICOLA PEDRONI

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Associate Professor

+39 0110904419 / 4419 (DENERG)

Scientific branch ING-IND/19 - IMPIANTI NUCLEARI
(Area 0009 - Ingegneria industriale e dell'informazione)
Curriculum Curriculum file application/pdf (272 KB)
Identifiers ORCID: 0000-0002-0636-613X
Scopus Author ID: 14049106600
WoS ResearcherID: M-5189-2017
Google Scholar ID: YRRNEzAAAAAJ
ResearchGate ID: https://www.researchgate.net/profile/Nicola_Pedroni
Research topics
  • Statistical techniques and artificial intelligence methods for the prompt (on-line) detection and diagnosis of faults in safety-critical systems (in particular, for energy production).
  • Advanced (deterministic and probabilistic) methods for the modeling, simulation and analysis of safety-critical, dynamic systems and infrastructures (in particular, for energy production and distribution) under uncertainties, in order to assess (efficiently) their associated risk, vulnerability and resilience.
  • Uncertainty modeling and quantification techniques for the reliability analysis and risk assessment of safety-critical components and systems (in particular, for energy production and safety).
Skills and keywords

ERC sectors

PE6_7 - Artificial intelligence, intelligent systems, multi agent systems PE6_7 - Artificial intelligence, intelligent systems, multi agent systems PE8_4 - Computational engineering PE8_4 - Computational engineering PE8_6 - Energy processes engineering PE8_6 - Energy processes engineering PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video) PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video) PE7_3 - Simulation engineering and modelling PE7_3 - Simulation engineering and modelling

SDG

Goal 7: Affordable and clean energy Goal 9: Industry, Innovation, and Infrastructure

Keywords

Artificial intelligence Fault detection and diagnosis Metamodeling Monte carlo methods Nuclear safety Probabilistic methods Reliability, availability maintainability and safety - rams Resilience and vulnerabilities assessment Risk assessment Sensitivity analysis Uncertainty quantification
Scientific responsibilities and other assignments

Editorial boards

  • ENERGIES (2021-), Other editorial activities
  • PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS. PART O, JOURNAL OF RISK AND RELIABILITY (2016-), Associate Editor of magazine or editorial series
  • ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS. PART A, CIVIL ENGINEERING. (2015-), Guest Editor of magazine or editorial series

Other research or teaching roles outside Politecnico

  • Professore a contratto at CentraleSupelec (1/1/2016-31/3/2017)
  • Ricercatore at École Centrale Paris (1/11/2014-30/6/2016)
  • Ricercatore at CentraleSupelec (1/3/2013-31/12/2015)
  • Professore Incaricato Esterno at CEA Saclay (1/9/2012-13/12/2019)
  • Visiting Researcher at École Centrale Paris (1/9/2012-31/12/2012)
  • Ricercatore a t.d. (art.1 comma 14 L. 230/05) at Politecnico di MILANO (1/6/2010-28/2/2013)
  • Visiting Researcher at Massachusetts Institute of Technology (15/9/2008-31/5/2009)
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