Blar i NTNU Open på forfatter "Stefana, Elena"
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Data analytics for hydrogen safety management: support for preparedness and recovery
Ferrazzano, Diletta (Master thesis, 2023)ABSTRACT The great economic development that occurred in recent decades worldwide has led to an ever-increasing demand for energy. To date, this demand has been met, in large part, through the use of fossil fuels. They are ... -
Integration Between Occupational and Process Safety: Existing Approaches and Challenges for an Enhanced Framework
Stefana, Elena; Paltrinieri, Nicola (Peer reviewed; Journal article, 2020)Occupational safety is traditionally managed distinctly from process safety. The former puts the emphasis on high frequency and low consequence incidents, and refers to hazards that could provoke human consequences. In ... -
Meta-learning for Safety Management
Paltrinieri, Nicola; Patriarca, Riccardo; Stefana, Elena; Brocal, Francisco; Reniers, Genserik (Peer reviewed; Journal article, 2020)The experience gathered from normal industrial operations allows us to associate its degrading conditions with the potential for an accident. Such association is the basis for the definition of the system risk and appropriate ... -
Meta-Learning Potential to Assess Uncertainties in Dynamic Risk Management
Stefana, Elena; Paltrinieri, Nicola (Chapter, 2020)Meta-learning studies how learning systems can increase in efficiency through experience. Its purpose is to understand how learning itself can become flexible according to the tasks or contexts under study. These properties ... -
ProMetaUS: A proactive meta-learning uncertainty-based framework to select models for Dynamic Risk Management
Stefana, Elena; Paltrinieri, Nicola (Journal article; Peer reviewed, 2021)Safety managers, practitioners, and researchers can employ different models for estimating and assessing hazards, consequences, likelihoods, risks, and/or mitigation measures in the safety field. The selection of a specific ...