NICOLA PEDRONI

Associate Professor

+39 0110904419 / 4419 (DENERG)

Scientific branch	ING-IND/19 - IMPIANTI NUCLEARI (Area 0009 - Ingegneria industriale e dell'informazione)

Curriculum	Curriculum file (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).

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

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) View more

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)
View more