Reliability assessment of stochastic dynamical systems using physics informed neural network based PDEM.
Sourav DasSolomon TesfamariamPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- dynamical systems
- reliability assessment
- bp neural network model
- power system
- dynamic systems
- differential equations
- neural network
- linear systems
- state space
- timed petri nets
- nonlinear dynamical systems
- artificial intelligence
- agent environment
- monte carlo
- phase space
- control law
- search algorithm
- partially observable
- dynamical behavior
- linear dynamical systems
- linear quadratic
- qualitative reasoning
- control theory
- qualitative simulation
- stochastic model
- dynamical models
- partially observable markov decision processes
- learning algorithm
- machine learning