Piazza Leonardo da Vinci
Milan, 20100
Italy
Nuclear Microreactors, Heat-Pipes Reactor, Dynamic Risk Assessment, STAMP, Modeling and Simulation, Grace Time
AI, Risk, Risk assessment, safety, Risk Science, Hazards, AI Act, Regulation, Values, Balancing
Prognostics and Health ManagementRemaining Useful LifeGradient-enhanced Physics-Informed Neural NetworkLong Short-Term Memory NetworkInsulated Gate Bipolar TransistorLithium-ion Battery
remaining useful life prediction, domain adaption, prognostics and health management, working-condition shift, aircraft engines
Simulation, Energy Supply Chain, Many-objective Optimization Problem (MaOP), Agent-based Modeling (ABM), Co-Evolutionary Algorithm (CEA)
simulation, Energy Supply Chain, Many-objective Optimization Problem (MaOP), Agent-based Modeling (ABM), Co-Evolutionary Algorithm (CEA)
Power grids, Flood risk, Risk Assessment
Electric Vehicle Battery, Remaining Useful Capacity, Self-Supervised Learning
Electric Vehicle Battery, battery management system, Remaining Useful Capacity, Knowledge-Enhanced Self-Supervised Learning
Fleets of systems, Anomaly detection, Unlabeled data, unsupervised transfer learning, LSTM-Encoder-Decoder, Traction systems
Transmission Expansion Planning, Power grid, Cascading Failures, multi-objective optimization, Deep reinforcement learning, Graph representation learning.
Maintenance, Natural language processing, Bert, DBSCAN, Freight transport trains
Power grids, flood risk, Risk Assessment
Electric Vehicle (EV), Internal Combustion Vehicle (ICV), Road Network, Power Network, System of Systems (SoS), Transport Reliability, Service Loss, Probabilistic Scenario Analysis.
Small Modular Reactors (SMRs), Resilience, Seismic Probabilistic Risk Assessment (SPRA), Monte Carlo Simulation (MCS).
Reliability modeling, Semi-Markov process, Fault-tolerant system, Redundancy sensors, Cutter Suction Dredger
Telecommunication network, Reliability analysis, Performance simulation, Economic loss, Customer damage function
Dynamic transportation-power systems, Interactive systems, Electric vehicles, Charging stations, Decision-making environments, Link transmission model
structural reliability, random process, interval uncertainty, active learning, Kriging model, error-based stopping criterion
Process safety, Risk Assessment, Safety barriers degradation, Physics-of-Failure (PoF), Dynamic Bayesian Networks (DBNs), NaTech scenarios
Terrain mesh optimization, optimal Delaunay triangulation, improved particle swarm algorithm, wind field simulation, complex terrain
Small Modular Reactor (SMR), Safety Design, Critical failure Region (CR), Global Sensitivity Analysis (GSA), Optimal Transport (OT), CUmulative SUm of NOrmalized Reordered Output (CUSUNORO)
Energy-efficient Scheduling, Flexible manufacturing systems, Time-indexed MILP, Planning-horizon design, Routing flexibility, Petri nets
Intelligent fault diagnosis, frequency prior embedding, Explainable artificial intelligence, explanation guide
Structural reliability, random process, interval uncertainty, active learning, Kriging model, error-based stopping criterion
Natural gas transmission pipeline networks, Gas supply availability, Maintenance optimization, Sequential decision problem, Deep reinforcement learning, Proximal policy optimization
